warning: commands will be executed using /bin/sh
job 3125 at Sat Jun  7 22:01:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse21-140605/YutaMouse21-140605/YutaMouse21-140605
ElecNo	1
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111111111111111111111111111100000
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 2152811 data points of dimension 48.
meanDims = 48
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 717603 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38099 members 
Mstep: Class 2 contains 37703 members 
Mstep: Class 3 contains 37709 members 
Mstep: Class 4 contains 37550 members 
Mstep: Class 5 contains 37402 members 
Mstep: Class 6 contains 37826 members 
Mstep: Class 7 contains 37568 members 
Mstep: Class 8 contains 37915 members 
Mstep: Class 9 contains 37590 members 
Mstep: Class 10 contains 37875 members 
Mstep: Class 11 contains 37726 members 
Mstep: Class 12 contains 37525 members 
Mstep: Class 13 contains 37802 members 
Mstep: Class 14 contains 38147 members 
Mstep: Class 15 contains 38016 members 
Mstep: Class 16 contains 37822 members 
Mstep: Class 17 contains 37880 members 
Mstep: Class 18 contains 37804 members 
Mstep: Class 19 contains 37644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1128.960449 but Gain 8258.750000
Score: -150553632.000000 Penalty: 148657.484375
Iteration 0F: 19 clusters Score -1.505536e+08 nChanged 674413
Entering Unmasked Mstep 
Mstep: Class 0 contains 2318 members 
Mstep: Class 1 contains 38464 members 
Mstep: Class 2 contains 19956 members 
Mstep: Class 3 contains 35952 members 
Mstep: Class 4 contains 103701 members 
Mstep: Class 5 contains 44290 members 
Mstep: Class 6 contains 23636 members 
Mstep: Class 7 contains 37330 members 
Mstep: Class 8 contains 21488 members 
Mstep: Class 9 contains 21377 members 
Mstep: Class 10 contains 33870 members 
Mstep: Class 11 contains 93983 members 
Mstep: Class 12 contains 40695 members 
Mstep: Class 14 contains 39305 members 
Mstep: Class 15 contains 23249 members 
Mstep: Class 16 contains 23669 members 
Mstep: Class 17 contains 46899 members 
Mstep: Class 18 contains 18348 members 
Mstep: Class 19 contains 49073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154401680.000000 Penalty: 148657.484375
Iteration 1F: 19 clusters Score -1.544017e+08 nChanged 324117
Entering Unmasked Mstep 
Mstep: Class 0 contains 2195 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 15757 members 
Mstep: Class 3 contains 33513 members 
Mstep: Class 4 contains 164391 members 
Mstep: Class 5 contains 43818 members 
Mstep: Class 6 contains 30649 members 
Mstep: Class 7 contains 23095 members 
Mstep: Class 8 contains 4698 members 
Mstep: Class 9 contains 26605 members 
Mstep: Class 10 contains 28895 members 
Mstep: Class 11 contains 112786 members 
Mstep: Class 12 contains 38272 members 
Mstep: Class 14 contains 40316 members 
Mstep: Class 15 contains 26100 members 
Mstep: Class 16 contains 4063 members 
Mstep: Class 17 contains 21196 members 
Mstep: Class 18 contains 15353 members 
Mstep: Class 19 contains 66295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155664752.000000 Penalty: 148657.484375
Iteration 2F: 19 clusters Score -1.556648e+08 nChanged 228122
Entering Unmasked Mstep 
Mstep: Class 0 contains 354 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 15912 members 
Mstep: Class 3 contains 28369 members 
Mstep: Class 4 contains 172094 members 
Mstep: Class 5 contains 62333 members 
Mstep: Class 6 contains 33387 members 
Mstep: Class 7 contains 12793 members 
Mstep: Class 8 contains 3847 members 
Mstep: Class 9 contains 36570 members 
Mstep: Class 10 contains 19832 members 
Mstep: Class 11 contains 120464 members 
Mstep: Class 12 contains 38688 members 
Mstep: Class 14 contains 44770 members 
Mstep: Class 15 contains 28397 members 
Mstep: Class 16 contains 2665 members 
Mstep: Class 17 contains 14328 members 
Mstep: Class 18 contains 11655 members 
Mstep: Class 19 contains 61047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156309792.000000 Penalty: 148657.484375
Iteration 3F: 19 clusters Score -1.563098e+08 nChanged 152110
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 16074 members 
Mstep: Class 3 contains 29475 members 
Mstep: Class 4 contains 159532 members 
Mstep: Class 5 contains 69446 members 
Mstep: Class 6 contains 38752 members 
Mstep: Class 7 contains 9707 members 
Mstep: Class 8 contains 4086 members 
Mstep: Class 9 contains 42241 members 
Mstep: Class 10 contains 16586 members 
Mstep: Class 11 contains 118560 members 
Mstep: Class 12 contains 36015 members 
Mstep: Class 14 contains 54180 members 
Mstep: Class 15 contains 33236 members 
Mstep: Class 16 contains 2497 members 
Mstep: Class 17 contains 14137 members 
Mstep: Class 18 contains 10893 members 
Mstep: Class 19 contains 54742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156537888.000000 Penalty: 148657.484375
Iteration 4F: 19 clusters Score -1.565379e+08 nChanged 119129
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 15476 members 
Mstep: Class 3 contains 35567 members 
Mstep: Class 4 contains 141028 members 
Mstep: Class 5 contains 67854 members 
Mstep: Class 6 contains 45946 members 
Mstep: Class 7 contains 8773 members 
Mstep: Class 8 contains 4223 members 
Mstep: Class 9 contains 45110 members 
Mstep: Class 10 contains 15826 members 
Mstep: Class 11 contains 106994 members 
Mstep: Class 12 contains 32299 members 
Mstep: Class 14 contains 69905 members 
Mstep: Class 15 contains 38278 members 
Mstep: Class 16 contains 2482 members 
Mstep: Class 17 contains 14876 members 
Mstep: Class 18 contains 11658 members 
Mstep: Class 19 contains 54805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156694336.000000 Penalty: 148657.484375
Iteration 5F: 19 clusters Score -1.566943e+08 nChanged 99067
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 14690 members 
Mstep: Class 3 contains 41414 members 
Mstep: Class 4 contains 123311 members 
Mstep: Class 5 contains 64572 members 
Mstep: Class 6 contains 54326 members 
Mstep: Class 7 contains 8903 members 
Mstep: Class 8 contains 4308 members 
Mstep: Class 9 contains 45041 members 
Mstep: Class 10 contains 15992 members 
Mstep: Class 11 contains 92919 members 
Mstep: Class 12 contains 28599 members 
Mstep: Class 14 contains 87213 members 
Mstep: Class 15 contains 42430 members 
Mstep: Class 16 contains 2485 members 
Mstep: Class 17 contains 14881 members 
Mstep: Class 18 contains 12860 members 
Mstep: Class 19 contains 57415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156813952.000000 Penalty: 148657.484375
Iteration 6F: 19 clusters Score -1.56814e+08 nChanged 80380
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 14456 members 
Mstep: Class 3 contains 45820 members 
Mstep: Class 4 contains 107442 members 
Mstep: Class 5 contains 63507 members 
Mstep: Class 6 contains 64240 members 
Mstep: Class 7 contains 9456 members 
Mstep: Class 8 contains 4301 members 
Mstep: Class 9 contains 42072 members 
Mstep: Class 10 contains 16324 members 
Mstep: Class 11 contains 81067 members 
Mstep: Class 12 contains 25187 members 
Mstep: Class 14 contains 102179 members 
Mstep: Class 15 contains 46087 members 
Mstep: Class 16 contains 2485 members 
Mstep: Class 17 contains 14174 members 
Mstep: Class 18 contains 13400 members 
Mstep: Class 19 contains 59226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156909200.000000 Penalty: 148657.484375
Iteration 7F: 19 clusters Score -1.569092e+08 nChanged 62074
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 13882 members 
Mstep: Class 3 contains 48911 members 
Mstep: Class 4 contains 94010 members 
Mstep: Class 5 contains 64304 members 
Mstep: Class 6 contains 72949 members 
Mstep: Class 7 contains 9994 members 
Mstep: Class 8 contains 4285 members 
Mstep: Class 9 contains 38572 members 
Mstep: Class 10 contains 16262 members 
Mstep: Class 11 contains 74593 members 
Mstep: Class 12 contains 22369 members 
Mstep: Class 14 contains 112743 members 
Mstep: Class 15 contains 48990 members 
Mstep: Class 16 contains 2485 members 
Mstep: Class 17 contains 13579 members 
Mstep: Class 18 contains 13233 members 
Mstep: Class 19 contains 60316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156980160.000000 Penalty: 148657.484375
Iteration 8F: 19 clusters Score -1.569802e+08 nChanged 46757
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 12598 members 
Mstep: Class 3 contains 51018 members 
Mstep: Class 4 contains 83891 members 
Mstep: Class 5 contains 65595 members 
Mstep: Class 6 contains 79240 members 
Mstep: Class 7 contains 10314 members 
Mstep: Class 8 contains 4272 members 
Mstep: Class 9 contains 35860 members 
Mstep: Class 10 contains 15848 members 
Mstep: Class 11 contains 72676 members 
Mstep: Class 12 contains 20243 members 
Mstep: Class 14 contains 119529 members 
Mstep: Class 15 contains 51079 members 
Mstep: Class 16 contains 2485 members 
Mstep: Class 17 contains 13130 members 
Mstep: Class 18 contains 12837 members 
Mstep: Class 19 contains 60896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157029536.000000 Penalty: 148657.484375
Iteration 9F: 19 clusters Score -1.570295e+08 nChanged 35676
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 11140 members 
Mstep: Class 3 contains 52677 members 
Mstep: Class 4 contains 76566 members 
Mstep: Class 5 contains 66849 members 
Mstep: Class 6 contains 83341 members 
Mstep: Class 7 contains 10384 members 
Mstep: Class 8 contains 4262 members 
Mstep: Class 9 contains 33705 members 
Mstep: Class 10 contains 15512 members 
Mstep: Class 11 contains 72420 members 
Mstep: Class 12 contains 18721 members 
Mstep: Class 14 contains 124499 members 
Mstep: Class 15 contains 52062 members 
Mstep: Class 16 contains 2485 members 
Mstep: Class 17 contains 12586 members 
Mstep: Class 18 contains 12689 members 
Mstep: Class 19 contains 61642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157062304.000000 Penalty: 148657.484375
Iteration 10Q: 19 clusters Score -1.570623e+08 nChanged 27348
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 10518 members 
Mstep: Class 3 contains 54362 members 
Mstep: Class 4 contains 71445 members 
Mstep: Class 5 contains 67990 members 
Mstep: Class 6 contains 86044 members 
Mstep: Class 7 contains 10347 members 
Mstep: Class 8 contains 4256 members 
Mstep: Class 9 contains 31863 members 
Mstep: Class 10 contains 15451 members 
Mstep: Class 11 contains 72058 members 
Mstep: Class 12 contains 17572 members 
Mstep: Class 14 contains 128274 members 
Mstep: Class 15 contains 52218 members 
Mstep: Class 16 contains 2485 members 
Mstep: Class 17 contains 11862 members 
Mstep: Class 18 contains 13007 members 
Mstep: Class 19 contains 61802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157086416.000000 Penalty: 148657.484375
Iteration 11Q: 19 clusters Score -1.570864e+08 nChanged 21799
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 10724 members 
Mstep: Class 3 contains 56012 members 
Mstep: Class 4 contains 68173 members 
Mstep: Class 5 contains 68973 members 
Mstep: Class 6 contains 87905 members 
Mstep: Class 7 contains 10202 members 
Mstep: Class 8 contains 4254 members 
Mstep: Class 9 contains 30287 members 
Mstep: Class 10 contains 15682 members 
Mstep: Class 11 contains 71643 members 
Mstep: Class 12 contains 16636 members 
Mstep: Class 14 contains 130767 members 
Mstep: Class 15 contains 51943 members 
Mstep: Class 16 contains 2485 members 
Mstep: Class 17 contains 11236 members 
Mstep: Class 18 contains 13616 members 
Mstep: Class 19 contains 61035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157106368.000000 Penalty: 148657.484375
Iteration 12Q: 19 clusters Score -1.571064e+08 nChanged 17899
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 11362 members 
Mstep: Class 3 contains 57300 members 
Mstep: Class 4 contains 65811 members 
Mstep: Class 5 contains 69803 members 
Mstep: Class 6 contains 89342 members 
Mstep: Class 7 contains 9978 members 
Mstep: Class 8 contains 4250 members 
Mstep: Class 9 contains 28961 members 
Mstep: Class 10 contains 16247 members 
Mstep: Class 11 contains 71350 members 
Mstep: Class 12 contains 15888 members 
Mstep: Class 14 contains 132411 members 
Mstep: Class 15 contains 51471 members 
Mstep: Class 16 contains 2485 members 
Mstep: Class 17 contains 10730 members 
Mstep: Class 18 contains 14064 members 
Mstep: Class 19 contains 60130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157122464.000000 Penalty: 148657.484375
Iteration 13Q: 19 clusters Score -1.571225e+08 nChanged 14146
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 11970 members 
Mstep: Class 3 contains 57686 members 
Mstep: Class 4 contains 63795 members 
Mstep: Class 5 contains 70499 members 
Mstep: Class 6 contains 90545 members 
Mstep: Class 7 contains 9729 members 
Mstep: Class 8 contains 4242 members 
Mstep: Class 9 contains 27808 members 
Mstep: Class 10 contains 17094 members 
Mstep: Class 11 contains 71086 members 
Mstep: Class 12 contains 15354 members 
Mstep: Class 14 contains 133600 members 
Mstep: Class 15 contains 50982 members 
Mstep: Class 16 contains 2485 members 
Mstep: Class 17 contains 10356 members 
Mstep: Class 18 contains 14384 members 
Mstep: Class 19 contains 59972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157130992.000000 Penalty: 148657.484375
Iteration 14Q: 19 clusters Score -1.57131e+08 nChanged 11062
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 12470 members 
Mstep: Class 3 contains 57295 members 
Mstep: Class 4 contains 62202 members 
Mstep: Class 5 contains 71156 members 
Mstep: Class 6 contains 91460 members 
Mstep: Class 7 contains 9549 members 
Mstep: Class 8 contains 4235 members 
Mstep: Class 9 contains 26721 members 
Mstep: Class 10 contains 18002 members 
Mstep: Class 11 contains 70974 members 
Mstep: Class 12 contains 14930 members 
Mstep: Class 14 contains 134479 members 
Mstep: Class 15 contains 50626 members 
Mstep: Class 16 contains 2485 members 
Mstep: Class 17 contains 10037 members 
Mstep: Class 18 contains 14641 members 
Mstep: Class 19 contains 60332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157135296.000000 Penalty: 148657.484375
Iteration 15Q: 19 clusters Score -1.571353e+08 nChanged 8863
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 12906 members 
Mstep: Class 3 contains 56476 members 
Mstep: Class 4 contains 61304 members 
Mstep: Class 5 contains 71728 members 
Mstep: Class 6 contains 92231 members 
Mstep: Class 7 contains 9447 members 
Mstep: Class 8 contains 4231 members 
Mstep: Class 9 contains 25737 members 
Mstep: Class 10 contains 18779 members 
Mstep: Class 11 contains 70966 members 
Mstep: Class 12 contains 14573 members 
Mstep: Class 14 contains 135147 members 
Mstep: Class 15 contains 50309 members 
Mstep: Class 16 contains 2485 members 
Mstep: Class 17 contains 9816 members 
Mstep: Class 18 contains 14870 members 
Mstep: Class 19 contains 60595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157138736.000000 Penalty: 148657.484375
Iteration 16Q: 19 clusters Score -1.571387e+08 nChanged 7622
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 13213 members 
Mstep: Class 3 contains 55308 members 
Mstep: Class 4 contains 61045 members 
Mstep: Class 5 contains 72202 members 
Mstep: Class 6 contains 92851 members 
Mstep: Class 7 contains 9408 members 
Mstep: Class 8 contains 4226 members 
Mstep: Class 9 contains 24835 members 
Mstep: Class 10 contains 19584 members 
Mstep: Class 11 contains 70931 members 
Mstep: Class 12 contains 14274 members 
Mstep: Class 14 contains 135713 members 
Mstep: Class 15 contains 50076 members 
Mstep: Class 16 contains 2485 members 
Mstep: Class 17 contains 9626 members 
Mstep: Class 18 contains 15051 members 
Mstep: Class 19 contains 60772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157142288.000000 Penalty: 148657.484375
Iteration 17Q: 19 clusters Score -1.571423e+08 nChanged 6921
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 13510 members 
Mstep: Class 3 contains 53852 members 
Mstep: Class 4 contains 61323 members 
Mstep: Class 5 contains 72614 members 
Mstep: Class 6 contains 93405 members 
Mstep: Class 7 contains 9367 members 
Mstep: Class 8 contains 4219 members 
Mstep: Class 9 contains 23948 members 
Mstep: Class 10 contains 20222 members 
Mstep: Class 11 contains 70886 members 
Mstep: Class 12 contains 14053 members 
Mstep: Class 14 contains 136266 members 
Mstep: Class 15 contains 49901 members 
Mstep: Class 16 contains 2485 members 
Mstep: Class 17 contains 9470 members 
Mstep: Class 18 contains 15183 members 
Mstep: Class 19 contains 60897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157145488.000000 Penalty: 148657.484375
Iteration 18Q: 19 clusters Score -1.571455e+08 nChanged 6454
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 13748 members 
Mstep: Class 3 contains 52072 members 
Mstep: Class 4 contains 62065 members 
Mstep: Class 5 contains 72960 members 
Mstep: Class 6 contains 93912 members 
Mstep: Class 7 contains 9327 members 
Mstep: Class 8 contains 4217 members 
Mstep: Class 9 contains 23155 members 
Mstep: Class 10 contains 20808 members 
Mstep: Class 11 contains 70842 members 
Mstep: Class 12 contains 13877 members 
Mstep: Class 14 contains 136796 members 
Mstep: Class 15 contains 49763 members 
Mstep: Class 16 contains 2485 members 
Mstep: Class 17 contains 9335 members 
Mstep: Class 18 contains 15273 members 
Mstep: Class 19 contains 60966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148944.000000 Penalty: 148657.484375
Iteration 19Q: 19 clusters Score -1.571489e+08 nChanged 6396
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 13925 members 
Mstep: Class 3 contains 50044 members 
Mstep: Class 4 contains 63147 members 
Mstep: Class 5 contains 73245 members 
Mstep: Class 6 contains 94403 members 
Mstep: Class 7 contains 9324 members 
Mstep: Class 8 contains 4209 members 
Mstep: Class 9 contains 22338 members 
Mstep: Class 10 contains 21401 members 
Mstep: Class 11 contains 70803 members 
Mstep: Class 12 contains 13722 members 
Mstep: Class 14 contains 137333 members 
Mstep: Class 15 contains 49651 members 
Mstep: Class 16 contains 2485 members 
Mstep: Class 17 contains 9196 members 
Mstep: Class 18 contains 15353 members 
Mstep: Class 19 contains 61023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157155920.000000 Penalty: 148657.484375
Iteration 20F: 19 clusters Score -1.571559e+08 nChanged 7582
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 14378 members 
Mstep: Class 3 contains 47749 members 
Mstep: Class 4 contains 63945 members 
Mstep: Class 5 contains 73454 members 
Mstep: Class 6 contains 94883 members 
Mstep: Class 7 contains 9310 members 
Mstep: Class 8 contains 4196 members 
Mstep: Class 9 contains 21530 members 
Mstep: Class 10 contains 22564 members 
Mstep: Class 11 contains 70754 members 
Mstep: Class 12 contains 13591 members 
Mstep: Class 14 contains 137896 members 
Mstep: Class 15 contains 49468 members 
Mstep: Class 16 contains 2485 members 
Mstep: Class 17 contains 8957 members 
Mstep: Class 18 contains 15407 members 
Mstep: Class 19 contains 61033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157163200.000000 Penalty: 148657.484375
Iteration 21Q: 19 clusters Score -1.571632e+08 nChanged 8273
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 14712 members 
Mstep: Class 3 contains 45800 members 
Mstep: Class 4 contains 64441 members 
Mstep: Class 5 contains 73557 members 
Mstep: Class 6 contains 95398 members 
Mstep: Class 7 contains 9286 members 
Mstep: Class 8 contains 4176 members 
Mstep: Class 9 contains 20715 members 
Mstep: Class 10 contains 23704 members 
Mstep: Class 11 contains 70737 members 
Mstep: Class 12 contains 13476 members 
Mstep: Class 14 contains 138509 members 
Mstep: Class 15 contains 49345 members 
Mstep: Class 16 contains 2485 members 
Mstep: Class 17 contains 8781 members 
Mstep: Class 18 contains 15420 members 
Mstep: Class 19 contains 61061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157169600.000000 Penalty: 148657.484375
Iteration 22Q: 19 clusters Score -1.571696e+08 nChanged 7694
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 14926 members 
Mstep: Class 3 contains 44301 members 
Mstep: Class 4 contains 64612 members 
Mstep: Class 5 contains 73611 members 
Mstep: Class 6 contains 95953 members 
Mstep: Class 7 contains 9265 members 
Mstep: Class 8 contains 4157 members 
Mstep: Class 9 contains 19925 members 
Mstep: Class 10 contains 24767 members 
Mstep: Class 11 contains 70743 members 
Mstep: Class 12 contains 13390 members 
Mstep: Class 14 contains 139062 members 
Mstep: Class 15 contains 49241 members 
Mstep: Class 16 contains 2485 members 
Mstep: Class 17 contains 8659 members 
Mstep: Class 18 contains 15420 members 
Mstep: Class 19 contains 61085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157174304.000000 Penalty: 148657.484375
Iteration 23Q: 19 clusters Score -1.571743e+08 nChanged 7036
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 15094 members 
Mstep: Class 3 contains 42731 members 
Mstep: Class 4 contains 64870 members 
Mstep: Class 5 contains 73632 members 
Mstep: Class 6 contains 96539 members 
Mstep: Class 7 contains 9234 members 
Mstep: Class 8 contains 4130 members 
Mstep: Class 9 contains 19171 members 
Mstep: Class 10 contains 25702 members 
Mstep: Class 11 contains 70766 members 
Mstep: Class 12 contains 13313 members 
Mstep: Class 14 contains 139628 members 
Mstep: Class 15 contains 49186 members 
Mstep: Class 16 contains 2485 members 
Mstep: Class 17 contains 8549 members 
Mstep: Class 18 contains 15449 members 
Mstep: Class 19 contains 61121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157177776.000000 Penalty: 148657.484375
Iteration 24Q: 19 clusters Score -1.571778e+08 nChanged 6943
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 15223 members 
Mstep: Class 3 contains 40882 members 
Mstep: Class 4 contains 65532 members 
Mstep: Class 5 contains 73571 members 
Mstep: Class 6 contains 97121 members 
Mstep: Class 7 contains 9235 members 
Mstep: Class 8 contains 4092 members 
Mstep: Class 9 contains 18432 members 
Mstep: Class 10 contains 26490 members 
Mstep: Class 11 contains 70762 members 
Mstep: Class 12 contains 13253 members 
Mstep: Class 14 contains 140258 members 
Mstep: Class 15 contains 49180 members 
Mstep: Class 16 contains 2485 members 
Mstep: Class 17 contains 8446 members 
Mstep: Class 18 contains 15474 members 
Mstep: Class 19 contains 61163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157183632.000000 Penalty: 148657.484375
Iteration 25Q: 19 clusters Score -1.571836e+08 nChanged 6991
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 15301 members 
Mstep: Class 3 contains 38961 members 
Mstep: Class 4 contains 66308 members 
Mstep: Class 5 contains 73458 members 
Mstep: Class 6 contains 97726 members 
Mstep: Class 7 contains 9240 members 
Mstep: Class 8 contains 4034 members 
Mstep: Class 9 contains 17669 members 
Mstep: Class 10 contains 27176 members 
Mstep: Class 11 contains 70751 members 
Mstep: Class 12 contains 13207 members 
Mstep: Class 14 contains 140988 members 
Mstep: Class 15 contains 49206 members 
Mstep: Class 16 contains 2485 members 
Mstep: Class 17 contains 8403 members 
Mstep: Class 18 contains 15483 members 
Mstep: Class 19 contains 61202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157191680.000000 Penalty: 148657.484375
Iteration 26Q: 19 clusters Score -1.571917e+08 nChanged 6240
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 15383 members 
Mstep: Class 3 contains 37859 members 
Mstep: Class 4 contains 66236 members 
Mstep: Class 5 contains 73347 members 
Mstep: Class 6 contains 98176 members 
Mstep: Class 7 contains 9245 members 
Mstep: Class 8 contains 3950 members 
Mstep: Class 9 contains 16884 members 
Mstep: Class 10 contains 27776 members 
Mstep: Class 11 contains 70731 members 
Mstep: Class 12 contains 13118 members 
Mstep: Class 14 contains 142059 members 
Mstep: Class 15 contains 49238 members 
Mstep: Class 16 contains 2485 members 
Mstep: Class 17 contains 8368 members 
Mstep: Class 18 contains 15503 members 
Mstep: Class 19 contains 61242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157196432.000000 Penalty: 148657.484375
Iteration 27Q: 19 clusters Score -1.571964e+08 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 15419 members 
Mstep: Class 3 contains 37267 members 
Mstep: Class 4 contains 65564 members 
Mstep: Class 5 contains 73269 members 
Mstep: Class 6 contains 98455 members 
Mstep: Class 7 contains 9226 members 
Mstep: Class 8 contains 3861 members 
Mstep: Class 9 contains 15998 members 
Mstep: Class 10 contains 28271 members 
Mstep: Class 11 contains 70767 members 
Mstep: Class 12 contains 13067 members 
Mstep: Class 14 contains 143451 members 
Mstep: Class 15 contains 49288 members 
Mstep: Class 16 contains 2486 members 
Mstep: Class 17 contains 8335 members 
Mstep: Class 18 contains 15583 members 
Mstep: Class 19 contains 61290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157197952.000000 Penalty: 148657.484375
Iteration 28Q: 19 clusters Score -1.57198e+08 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 15453 members 
Mstep: Class 3 contains 36951 members 
Mstep: Class 4 contains 64874 members 
Mstep: Class 5 contains 73222 members 
Mstep: Class 6 contains 98657 members 
Mstep: Class 7 contains 9239 members 
Mstep: Class 8 contains 3824 members 
Mstep: Class 9 contains 14960 members 
Mstep: Class 10 contains 28664 members 
Mstep: Class 11 contains 70800 members 
Mstep: Class 12 contains 13006 members 
Mstep: Class 14 contains 144808 members 
Mstep: Class 15 contains 49351 members 
Mstep: Class 16 contains 2486 members 
Mstep: Class 17 contains 8310 members 
Mstep: Class 18 contains 15674 members 
Mstep: Class 19 contains 61319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157198912.000000 Penalty: 148657.484375
Iteration 29Q: 19 clusters Score -1.571989e+08 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 15432 members 
Mstep: Class 3 contains 36820 members 
Mstep: Class 4 contains 64312 members 
Mstep: Class 5 contains 73204 members 
Mstep: Class 6 contains 98833 members 
Mstep: Class 7 contains 9230 members 
Mstep: Class 8 contains 3813 members 
Mstep: Class 9 contains 13877 members 
Mstep: Class 10 contains 28972 members 
Mstep: Class 11 contains 70823 members 
Mstep: Class 12 contains 12931 members 
Mstep: Class 14 contains 146065 members 
Mstep: Class 15 contains 49384 members 
Mstep: Class 16 contains 2486 members 
Mstep: Class 17 contains 8301 members 
Mstep: Class 18 contains 15760 members 
Mstep: Class 19 contains 61347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157200256.000000 Penalty: 148657.484375
Iteration 30Q: 19 clusters Score -1.572003e+08 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 15418 members 
Mstep: Class 3 contains 36732 members 
Mstep: Class 4 contains 63843 members 
Mstep: Class 5 contains 73147 members 
Mstep: Class 6 contains 98983 members 
Mstep: Class 7 contains 9217 members 
Mstep: Class 8 contains 3811 members 
Mstep: Class 9 contains 12818 members 
Mstep: Class 10 contains 29214 members 
Mstep: Class 11 contains 70850 members 
Mstep: Class 12 contains 12865 members 
Mstep: Class 14 contains 147266 members 
Mstep: Class 15 contains 49429 members 
Mstep: Class 16 contains 2486 members 
Mstep: Class 17 contains 8279 members 
Mstep: Class 18 contains 15858 members 
Mstep: Class 19 contains 61372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157201408.000000 Penalty: 148657.484375
Iteration 31Q: 19 clusters Score -1.572014e+08 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 15384 members 
Mstep: Class 3 contains 36689 members 
Mstep: Class 4 contains 63514 members 
Mstep: Class 5 contains 73045 members 
Mstep: Class 6 contains 99070 members 
Mstep: Class 7 contains 9220 members 
Mstep: Class 8 contains 3809 members 
Mstep: Class 9 contains 11783 members 
Mstep: Class 10 contains 29433 members 
Mstep: Class 11 contains 70851 members 
Mstep: Class 12 contains 12808 members 
Mstep: Class 14 contains 148402 members 
Mstep: Class 15 contains 49449 members 
Mstep: Class 16 contains 2486 members 
Mstep: Class 17 contains 8260 members 
Mstep: Class 18 contains 15981 members 
Mstep: Class 19 contains 61403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157202592.000000 Penalty: 148657.484375
Iteration 32Q: 19 clusters Score -1.572026e+08 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 15378 members 
Mstep: Class 3 contains 36659 members 
Mstep: Class 4 contains 63242 members 
Mstep: Class 5 contains 72710 members 
Mstep: Class 6 contains 99151 members 
Mstep: Class 7 contains 9219 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 10918 members 
Mstep: Class 10 contains 29608 members 
Mstep: Class 11 contains 70854 members 
Mstep: Class 12 contains 12769 members 
Mstep: Class 14 contains 149511 members 
Mstep: Class 15 contains 49457 members 
Mstep: Class 16 contains 2486 members 
Mstep: Class 17 contains 8274 members 
Mstep: Class 18 contains 16134 members 
Mstep: Class 19 contains 61416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157203664.000000 Penalty: 148657.484375
Iteration 33Q: 19 clusters Score -1.572037e+08 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 15374 members 
Mstep: Class 3 contains 36640 members 
Mstep: Class 4 contains 63041 members 
Mstep: Class 5 contains 72122 members 
Mstep: Class 6 contains 99216 members 
Mstep: Class 7 contains 9197 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 10265 members 
Mstep: Class 10 contains 29758 members 
Mstep: Class 11 contains 70845 members 
Mstep: Class 12 contains 12720 members 
Mstep: Class 14 contains 150646 members 
Mstep: Class 15 contains 49490 members 
Mstep: Class 16 contains 2486 members 
Mstep: Class 17 contains 8286 members 
Mstep: Class 18 contains 16277 members 
Mstep: Class 19 contains 61433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157204848.000000 Penalty: 148657.484375
Iteration 34Q: 19 clusters Score -1.572048e+08 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 15362 members 
Mstep: Class 3 contains 36626 members 
Mstep: Class 4 contains 62928 members 
Mstep: Class 5 contains 71332 members 
Mstep: Class 6 contains 99254 members 
Mstep: Class 7 contains 9187 members 
Mstep: Class 8 contains 3805 members 
Mstep: Class 9 contains 9847 members 
Mstep: Class 10 contains 29880 members 
Mstep: Class 11 contains 70855 members 
Mstep: Class 12 contains 12628 members 
Mstep: Class 14 contains 151721 members 
Mstep: Class 15 contains 49526 members 
Mstep: Class 16 contains 2486 members 
Mstep: Class 17 contains 8285 members 
Mstep: Class 18 contains 16440 members 
Mstep: Class 19 contains 61440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157205952.000000 Penalty: 148657.484375
Iteration 35Q: 19 clusters Score -1.57206e+08 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 15343 members 
Mstep: Class 3 contains 36624 members 
Mstep: Class 4 contains 62839 members 
Mstep: Class 5 contains 70394 members 
Mstep: Class 6 contains 99279 members 
Mstep: Class 7 contains 9187 members 
Mstep: Class 8 contains 3804 members 
Mstep: Class 9 contains 9579 members 
Mstep: Class 10 contains 29995 members 
Mstep: Class 11 contains 70858 members 
Mstep: Class 12 contains 12528 members 
Mstep: Class 14 contains 152783 members 
Mstep: Class 15 contains 49554 members 
Mstep: Class 16 contains 2486 members 
Mstep: Class 17 contains 8272 members 
Mstep: Class 18 contains 16616 members 
Mstep: Class 19 contains 61453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157206608.000000 Penalty: 148657.484375
Iteration 36Q: 19 clusters Score -1.572066e+08 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 15330 members 
Mstep: Class 3 contains 36621 members 
Mstep: Class 4 contains 62785 members 
Mstep: Class 5 contains 69413 members 
Mstep: Class 6 contains 99282 members 
Mstep: Class 7 contains 9187 members 
Mstep: Class 8 contains 3804 members 
Mstep: Class 9 contains 9405 members 
Mstep: Class 10 contains 30089 members 
Mstep: Class 11 contains 70864 members 
Mstep: Class 12 contains 12449 members 
Mstep: Class 14 contains 153754 members 
Mstep: Class 15 contains 49596 members 
Mstep: Class 16 contains 2486 members 
Mstep: Class 17 contains 8266 members 
Mstep: Class 18 contains 16798 members 
Mstep: Class 19 contains 61459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157206960.000000 Penalty: 148657.484375
Iteration 37Q: 19 clusters Score -1.57207e+08 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 15319 members 
Mstep: Class 3 contains 36615 members 
Mstep: Class 4 contains 62740 members 
Mstep: Class 5 contains 68397 members 
Mstep: Class 6 contains 99276 members 
Mstep: Class 7 contains 9203 members 
Mstep: Class 8 contains 3804 members 
Mstep: Class 9 contains 9285 members 
Mstep: Class 10 contains 30186 members 
Mstep: Class 11 contains 70864 members 
Mstep: Class 12 contains 12377 members 
Mstep: Class 14 contains 154646 members 
Mstep: Class 15 contains 49635 members 
Mstep: Class 16 contains 2486 members 
Mstep: Class 17 contains 8265 members 
Mstep: Class 18 contains 17023 members 
Mstep: Class 19 contains 61470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157207216.000000 Penalty: 148657.484375
Iteration 38Q: 19 clusters Score -1.572072e+08 nChanged 1973
Entering ConstructFrom: 
Score: -157207216.000000 Penalty: 148657.484375
Entering ConstructFrom: 
Trying to split cluster 1 (5925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Entering Unmasked Estep 
Score: -1237288.250000 Penalty: 5320.748535
	Iteration 0F: 2 clusters Score -1237288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1230110.375000 Penalty: 10641.497070
	Iteration 0F: 3 clusters Score -1230110 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1233799.375000 Penalty: 10641.497070
	Iteration 1F: 3 clusters Score -1233799 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1239374.375000 Penalty: 10641.497070
	Iteration 2F: 3 clusters Score -1239374 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1242603.250000 Penalty: 10641.497070
	Iteration 3F: 3 clusters Score -1242603 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1243163.125000 Penalty: 10641.497070
	Iteration 4F: 3 clusters Score -1243163 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1243304.625000 Penalty: 10641.497070
	Iteration 5Q: 3 clusters Score -1243305 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1243349.375000 Penalty: 10641.497070
	Iteration 6Q: 3 clusters Score -1243349 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1243363.750000 Penalty: 10641.497070
	Iteration 7Q: 3 clusters Score -1243364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1243368.125000 Penalty: 10641.497070
	Iteration 8Q: 3 clusters Score -1243368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1243368.375000 Penalty: 10641.497070
	Iteration 9Q: 3 clusters Score -1243368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1243373.250000 Penalty: 10641.497070
	Iteration 10Q: 3 clusters Score -1243373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1243374.125000 Penalty: 10641.497070
	Iteration 11Q: 3 clusters Score -1243374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1243374.625000 Penalty: 10641.497070
	Iteration 12Q: 3 clusters Score -1243375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1243374.625000 Penalty: 10641.497070
	Iteration 13F: 3 clusters Score -1243375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 15315 members 
Mstep: Class 3 contains 36613 members 
Mstep: Class 4 contains 62701 members 
Mstep: Class 5 contains 67397 members 
Mstep: Class 6 contains 99265 members 
Mstep: Class 7 contains 9205 members 
Mstep: Class 8 contains 3804 members 
Mstep: Class 9 contains 9197 members 
Mstep: Class 10 contains 30262 members 
Mstep: Class 11 contains 70860 members 
Mstep: Class 12 contains 12324 members 
Mstep: Class 13 contains 938 members 
Mstep: Class 14 contains 155443 members 
Mstep: Class 15 contains 49682 members 
Mstep: Class 16 contains 2486 members 
Mstep: Class 17 contains 8271 members 
Mstep: Class 18 contains 17276 members 
Mstep: Class 19 contains 61491 members 
Entering Unmasked Estep 
Score: -157210128.000000 Penalty: 156916.234375
Splitting cluster 1 changes total score from -157207216.000000 to -157210128.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 2 (15315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Entering Unmasked Estep 
Score: -3294936.750000 Penalty: 5902.410156
	Iteration 0F: 2 clusters Score -3294937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -3281341.500000 Penalty: 11804.820312
	Iteration 0F: 3 clusters Score -3281342 nChanged 6046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -3284642.750000 Penalty: 11804.820312
	Iteration 1F: 3 clusters Score -3284643 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -3285243.750000 Penalty: 11804.820312
	Iteration 2F: 3 clusters Score -3285244 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -3285653.250000 Penalty: 11804.820312
	Iteration 3F: 3 clusters Score -3285653 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -3286045.000000 Penalty: 11804.820312
	Iteration 4Q: 3 clusters Score -3286045 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -3286430.250000 Penalty: 11804.820312
	Iteration 5Q: 3 clusters Score -3286430 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -3286821.750000 Penalty: 11804.820312
	Iteration 6Q: 3 clusters Score -3286822 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -3287271.500000 Penalty: 11804.820312
	Iteration 7Q: 3 clusters Score -3287272 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -3287799.500000 Penalty: 11804.820312
	Iteration 8Q: 3 clusters Score -3287800 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -3288251.250000 Penalty: 11804.820312
	Iteration 9Q: 3 clusters Score -3288251 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -3288668.500000 Penalty: 11804.820312
	Iteration 10Q: 3 clusters Score -3288668 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -3289135.500000 Penalty: 11804.820312
	Iteration 11Q: 3 clusters Score -3289136 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -3289611.250000 Penalty: 11804.820312
	Iteration 12Q: 3 clusters Score -3289611 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -3290018.750000 Penalty: 11804.820312
	Iteration 13Q: 3 clusters Score -3290019 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -3290333.750000 Penalty: 11804.820312
	Iteration 14Q: 3 clusters Score -3290334 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -3290630.000000 Penalty: 11804.820312
	Iteration 15Q: 3 clusters Score -3290630 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -3290867.500000 Penalty: 11804.820312
	Iteration 16Q: 3 clusters Score -3290868 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -3291045.000000 Penalty: 11804.820312
	Iteration 17Q: 3 clusters Score -3291045 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -3291138.250000 Penalty: 11804.820312
	Iteration 18Q: 3 clusters Score -3291138 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -3291202.750000 Penalty: 11804.820312
	Iteration 19Q: 3 clusters Score -3291203 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -3291232.750000 Penalty: 11804.820312
	Iteration 20F: 3 clusters Score -3291233 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -3291256.000000 Penalty: 11804.820312
	Iteration 21Q: 3 clusters Score -3291256 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -3291266.500000 Penalty: 11804.820312
	Iteration 22Q: 3 clusters Score -3291266 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -3291275.750000 Penalty: 11804.820312
	Iteration 23Q: 3 clusters Score -3291276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -3291288.250000 Penalty: 11804.820312
	Iteration 24Q: 3 clusters Score -3291288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -3291287.250000 Penalty: 11804.820312
	Iteration 25Q: 3 clusters Score -3291287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -3291289.000000 Penalty: 11804.820312
	Iteration 26Q: 3 clusters Score -3291289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -3291287.000000 Penalty: 11804.820312
	Iteration 27Q: 3 clusters Score -3291287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -3291288.500000 Penalty: 11804.820312
	Iteration 28Q: 3 clusters Score -3291288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -3291290.500000 Penalty: 11804.820312
	Iteration 29Q: 3 clusters Score -3291290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -3291288.000000 Penalty: 11804.820312
	Iteration 30Q: 3 clusters Score -3291288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -3291285.000000 Penalty: 11804.820312
	Iteration 31Q: 3 clusters Score -3291285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -3291284.750000 Penalty: 11804.820312
	Iteration 32Q: 3 clusters Score -3291285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -3291284.750000 Penalty: 11804.820312
	Iteration 33Q: 3 clusters Score -3291285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -3291288.500000 Penalty: 11804.820312
	Iteration 34Q: 3 clusters Score -3291288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -3291288.500000 Penalty: 11804.820312
	Iteration 35F: 3 clusters Score -3291288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (36613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36613 members 
Entering Unmasked Estep 
Score: -8293144.000000 Penalty: 6436.247070
	Iteration 0F: 2 clusters Score -8293144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -8266034.000000 Penalty: 12872.494141
	Iteration 0F: 3 clusters Score -8266034 nChanged 15669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -8274376.000000 Penalty: 12872.494141
	Iteration 1F: 3 clusters Score -8274376 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -8275164.500000 Penalty: 12872.494141
	Iteration 2F: 3 clusters Score -8275164 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -8275850.500000 Penalty: 12872.494141
	Iteration 3Q: 3 clusters Score -8275850 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -8276360.500000 Penalty: 12872.494141
	Iteration 4Q: 3 clusters Score -8276360 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -8276695.000000 Penalty: 12872.494141
	Iteration 5Q: 3 clusters Score -8276695 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -8276983.500000 Penalty: 12872.494141
	Iteration 6Q: 3 clusters Score -8276984 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -8277223.500000 Penalty: 12872.494141
	Iteration 7Q: 3 clusters Score -8277224 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -8277510.500000 Penalty: 12872.494141
	Iteration 8Q: 3 clusters Score -8277510 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -8277712.000000 Penalty: 12872.494141
	Iteration 9Q: 3 clusters Score -8277712 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -8277905.000000 Penalty: 12872.494141
	Iteration 10Q: 3 clusters Score -8277905 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -8278123.000000 Penalty: 12872.494141
	Iteration 11Q: 3 clusters Score -8278123 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -8278283.000000 Penalty: 12872.494141
	Iteration 12Q: 3 clusters Score -8278283 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -8278483.000000 Penalty: 12872.494141
	Iteration 13Q: 3 clusters Score -8278483 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -8278757.500000 Penalty: 12872.494141
	Iteration 14Q: 3 clusters Score -8278758 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -8279133.000000 Penalty: 12872.494141
	Iteration 15Q: 3 clusters Score -8279133 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24438 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -8279631.000000 Penalty: 12872.494141
	Iteration 16Q: 3 clusters Score -8279631 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -8280292.000000 Penalty: 12872.494141
	Iteration 17Q: 3 clusters Score -8280292 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -8281193.000000 Penalty: 12872.494141
	Iteration 18Q: 3 clusters Score -8281193 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28907 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -8282344.000000 Penalty: 12872.494141
	Iteration 19Q: 3 clusters Score -8282344 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30679 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -8283713.000000 Penalty: 12872.494141
	Iteration 20F: 3 clusters Score -8283713 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32270 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -8284950.000000 Penalty: 12872.494141
	Iteration 21Q: 3 clusters Score -8284950 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33510 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -8286065.000000 Penalty: 12872.494141
	Iteration 22Q: 3 clusters Score -8286065 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34328 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -8286712.500000 Penalty: 12872.494141
	Iteration 23Q: 3 clusters Score -8286712 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34835 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -8287126.500000 Penalty: 12872.494141
	Iteration 24Q: 3 clusters Score -8287126 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35131 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -8287375.500000 Penalty: 12872.494141
	Iteration 25Q: 3 clusters Score -8287376 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35308 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -8287548.500000 Penalty: 12872.494141
	Iteration 26Q: 3 clusters Score -8287548 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35421 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -8287653.000000 Penalty: 12872.494141
	Iteration 27Q: 3 clusters Score -8287653 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35495 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -8287713.000000 Penalty: 12872.494141
	Iteration 28Q: 3 clusters Score -8287713 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35553 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -8287767.500000 Penalty: 12872.494141
	Iteration 29Q: 3 clusters Score -8287768 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35591 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -8287809.000000 Penalty: 12872.494141
	Iteration 30Q: 3 clusters Score -8287809 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -8287839.000000 Penalty: 12872.494141
	Iteration 31Q: 3 clusters Score -8287839 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35646 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -8287855.000000 Penalty: 12872.494141
	Iteration 32Q: 3 clusters Score -8287855 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35659 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -8287879.000000 Penalty: 12872.494141
	Iteration 33Q: 3 clusters Score -8287879 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35673 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -8287889.000000 Penalty: 12872.494141
	Iteration 34Q: 3 clusters Score -8287889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35674 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -8287900.500000 Penalty: 12872.494141
	Iteration 35Q: 3 clusters Score -8287900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35681 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -8287901.500000 Penalty: 12872.494141
	Iteration 36Q: 3 clusters Score -8287902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35685 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -8287902.000000 Penalty: 12872.494141
	Iteration 37Q: 3 clusters Score -8287902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35691 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -8287913.000000 Penalty: 12872.494141
	Iteration 38Q: 3 clusters Score -8287913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35696 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -8287911.000000 Penalty: 12872.494141
	Iteration 39Q: 3 clusters Score -8287911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35698 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -8287911.500000 Penalty: 12872.494141
	Iteration 40F: 3 clusters Score -8287912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35701 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -8287910.000000 Penalty: 12872.494141
	Iteration 41Q: 3 clusters Score -8287910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35703 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -8287920.000000 Penalty: 12872.494141
	Iteration 42Q: 3 clusters Score -8287920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35703 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -8287920.000000 Penalty: 12872.494141
	Iteration 43F: 3 clusters Score -8287920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (62701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62701 members 
Entering Unmasked Estep 
Score: -13962446.000000 Penalty: 6765.756348
	Iteration 0F: 2 clusters Score -1.396245e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31430 members 
Mstep: Class 2 contains 31271 members 
Entering Unmasked Estep 
Score: -13918440.000000 Penalty: 13531.512695
	Iteration 0F: 3 clusters Score -1.391844e+07 nChanged 28049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31559 members 
Mstep: Class 2 contains 31142 members 
Entering Unmasked Estep 
Score: -13933637.000000 Penalty: 13531.512695
	Iteration 1F: 3 clusters Score -1.393364e+07 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 31098 members 
Entering Unmasked Estep 
Score: -13934903.000000 Penalty: 13531.512695
	Iteration 2F: 3 clusters Score -1.39349e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31547 members 
Mstep: Class 2 contains 31154 members 
Entering Unmasked Estep 
Score: -13936074.000000 Penalty: 13531.512695
	Iteration 3Q: 3 clusters Score -1.393607e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31425 members 
Mstep: Class 2 contains 31276 members 
Entering Unmasked Estep 
Score: -13937217.000000 Penalty: 13531.512695
	Iteration 4Q: 3 clusters Score -1.393722e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31216 members 
Mstep: Class 2 contains 31485 members 
Entering Unmasked Estep 
Score: -13938674.000000 Penalty: 13531.512695
	Iteration 5Q: 3 clusters Score -1.393867e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30914 members 
Mstep: Class 2 contains 31787 members 
Entering Unmasked Estep 
Score: -13940592.000000 Penalty: 13531.512695
	Iteration 6F: 3 clusters Score -1.394059e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30488 members 
Mstep: Class 2 contains 32213 members 
Entering Unmasked Estep 
Score: -13943096.000000 Penalty: 13531.512695
	Iteration 7F: 3 clusters Score -1.39431e+07 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30170 members 
Mstep: Class 2 contains 32531 members 
Entering Unmasked Estep 
Score: -13946404.000000 Penalty: 13531.512695
	Iteration 8F: 3 clusters Score -1.39464e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30092 members 
Mstep: Class 2 contains 32609 members 
Entering Unmasked Estep 
Score: -13950455.000000 Penalty: 13531.512695
	Iteration 9F: 3 clusters Score -1.395046e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 32462 members 
Entering Unmasked Estep 
Score: -13954080.000000 Penalty: 13531.512695
	Iteration 10F: 3 clusters Score -1.395408e+07 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30410 members 
Mstep: Class 2 contains 32291 members 
Entering Unmasked Estep 
Score: -13956005.000000 Penalty: 13531.512695
	Iteration 11F: 3 clusters Score -1.3956e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30532 members 
Mstep: Class 2 contains 32169 members 
Entering Unmasked Estep 
Score: -13957006.000000 Penalty: 13531.512695
	Iteration 12Q: 3 clusters Score -1.395701e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30590 members 
Mstep: Class 2 contains 32111 members 
Entering Unmasked Estep 
Score: -13957479.000000 Penalty: 13531.512695
	Iteration 13Q: 3 clusters Score -1.395748e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30600 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
Score: -13957793.000000 Penalty: 13531.512695
	Iteration 14Q: 3 clusters Score -1.395779e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30554 members 
Mstep: Class 2 contains 32147 members 
Entering Unmasked Estep 
Score: -13958004.000000 Penalty: 13531.512695
	Iteration 15Q: 3 clusters Score -1.3958e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30420 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
Score: -13958205.000000 Penalty: 13531.512695
	Iteration 16Q: 3 clusters Score -1.39582e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30183 members 
Mstep: Class 2 contains 32518 members 
Entering Unmasked Estep 
Score: -13958378.000000 Penalty: 13531.512695
	Iteration 17Q: 3 clusters Score -1.395838e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29864 members 
Mstep: Class 2 contains 32837 members 
Entering Unmasked Estep 
Score: -13958535.000000 Penalty: 13531.512695
	Iteration 18Q: 3 clusters Score -1.395854e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29465 members 
Mstep: Class 2 contains 33236 members 
Entering Unmasked Estep 
Score: -13958624.000000 Penalty: 13531.512695
	Iteration 19Q: 3 clusters Score -1.395862e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29015 members 
Mstep: Class 2 contains 33686 members 
Entering Unmasked Estep 
Score: -13958831.000000 Penalty: 13531.512695
	Iteration 20F: 3 clusters Score -1.395883e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 34191 members 
Entering Unmasked Estep 
Score: -13959023.000000 Penalty: 13531.512695
	Iteration 21Q: 3 clusters Score -1.395902e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27992 members 
Mstep: Class 2 contains 34709 members 
Entering Unmasked Estep 
Score: -13959164.000000 Penalty: 13531.512695
	Iteration 22Q: 3 clusters Score -1.395916e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27453 members 
Mstep: Class 2 contains 35248 members 
Entering Unmasked Estep 
Score: -13959394.000000 Penalty: 13531.512695
	Iteration 23Q: 3 clusters Score -1.395939e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 35811 members 
Entering Unmasked Estep 
Score: -13959688.000000 Penalty: 13531.512695
	Iteration 24Q: 3 clusters Score -1.395969e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 36414 members 
Entering Unmasked Estep 
Score: -13959910.000000 Penalty: 13531.512695
	Iteration 25Q: 3 clusters Score -1.395991e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 37000 members 
Entering Unmasked Estep 
Score: -13960157.000000 Penalty: 13531.512695
	Iteration 26Q: 3 clusters Score -1.396016e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 37583 members 
Entering Unmasked Estep 
Score: -13960341.000000 Penalty: 13531.512695
	Iteration 27Q: 3 clusters Score -1.396034e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 38112 members 
Entering Unmasked Estep 
Score: -13960459.000000 Penalty: 13531.512695
	Iteration 28Q: 3 clusters Score -1.396046e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 38561 members 
Entering Unmasked Estep 
Score: -13960588.000000 Penalty: 13531.512695
	Iteration 29Q: 3 clusters Score -1.396059e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 38966 members 
Entering Unmasked Estep 
Score: -13960686.000000 Penalty: 13531.512695
	Iteration 30Q: 3 clusters Score -1.396069e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 39324 members 
Entering Unmasked Estep 
Score: -13960741.000000 Penalty: 13531.512695
	Iteration 31Q: 3 clusters Score -1.396074e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 39658 members 
Entering Unmasked Estep 
Score: -13960781.000000 Penalty: 13531.512695
	Iteration 32Q: 3 clusters Score -1.396078e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 39984 members 
Entering Unmasked Estep 
Score: -13960804.000000 Penalty: 13531.512695
	Iteration 33Q: 3 clusters Score -1.39608e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 40251 members 
Entering Unmasked Estep 
Score: -13960800.000000 Penalty: 13531.512695
	Iteration 34Q: 3 clusters Score -1.39608e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 40510 members 
Entering Unmasked Estep 
Score: -13960841.000000 Penalty: 13531.512695
	Iteration 35Q: 3 clusters Score -1.396084e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 40773 members 
Entering Unmasked Estep 
Score: -13960876.000000 Penalty: 13531.512695
	Iteration 36Q: 3 clusters Score -1.396088e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 41020 members 
Entering Unmasked Estep 
Score: -13960947.000000 Penalty: 13531.512695
	Iteration 37Q: 3 clusters Score -1.396095e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 41282 members 
Entering Unmasked Estep 
Score: -13960998.000000 Penalty: 13531.512695
	Iteration 38Q: 3 clusters Score -1.3961e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 41523 members 
Entering Unmasked Estep 
Score: -13960994.000000 Penalty: 13531.512695
	Iteration 39Q: 3 clusters Score -1.396099e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 41728 members 
Entering Unmasked Estep 
Score: -13961053.000000 Penalty: 13531.512695
	Iteration 40F: 3 clusters Score -1.396105e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 41955 members 
Entering Unmasked Estep 
Score: -13961102.000000 Penalty: 13531.512695
	Iteration 41Q: 3 clusters Score -1.39611e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 42157 members 
Entering Unmasked Estep 
Score: -13961163.000000 Penalty: 13531.512695
	Iteration 42Q: 3 clusters Score -1.396116e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 42348 members 
Entering Unmasked Estep 
Score: -13961203.000000 Penalty: 13531.512695
	Iteration 43Q: 3 clusters Score -1.39612e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 42536 members 
Entering Unmasked Estep 
Score: -13961235.000000 Penalty: 13531.512695
	Iteration 44Q: 3 clusters Score -1.396124e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 42722 members 
Entering Unmasked Estep 
Score: -13961271.000000 Penalty: 13531.512695
	Iteration 45Q: 3 clusters Score -1.396127e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 42915 members 
Entering Unmasked Estep 
Score: -13961293.000000 Penalty: 13531.512695
	Iteration 46Q: 3 clusters Score -1.396129e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 43111 members 
Entering Unmasked Estep 
Score: -13961345.000000 Penalty: 13531.512695
	Iteration 47Q: 3 clusters Score -1.396134e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 43293 members 
Entering Unmasked Estep 
Score: -13961372.000000 Penalty: 13531.512695
	Iteration 48Q: 3 clusters Score -1.396137e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 43454 members 
Entering Unmasked Estep 
Score: -13961424.000000 Penalty: 13531.512695
	Iteration 49Q: 3 clusters Score -1.396142e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 43628 members 
Entering Unmasked Estep 
Score: -13961449.000000 Penalty: 13531.512695
	Iteration 50Q: 3 clusters Score -1.396145e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 43784 members 
Entering Unmasked Estep 
Score: -13961511.000000 Penalty: 13531.512695
	Iteration 51Q: 3 clusters Score -1.396151e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 43933 members 
Entering Unmasked Estep 
Score: -13961536.000000 Penalty: 13531.512695
	Iteration 52Q: 3 clusters Score -1.396154e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 44092 members 
Entering Unmasked Estep 
Score: -13961549.000000 Penalty: 13531.512695
	Iteration 53Q: 3 clusters Score -1.396155e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 44251 members 
Entering Unmasked Estep 
Score: -13961568.000000 Penalty: 13531.512695
	Iteration 54Q: 3 clusters Score -1.396157e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 44416 members 
Entering Unmasked Estep 
Score: -13961583.000000 Penalty: 13531.512695
	Iteration 55Q: 3 clusters Score -1.396158e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 44577 members 
Entering Unmasked Estep 
Score: -13961634.000000 Penalty: 13531.512695
	Iteration 56Q: 3 clusters Score -1.396163e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 44748 members 
Entering Unmasked Estep 
Score: -13961635.000000 Penalty: 13531.512695
	Iteration 57Q: 3 clusters Score -1.396164e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 44892 members 
Entering Unmasked Estep 
Score: -13961662.000000 Penalty: 13531.512695
	Iteration 58Q: 3 clusters Score -1.396166e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 45038 members 
Entering Unmasked Estep 
Score: -13961709.000000 Penalty: 13531.512695
	Iteration 59Q: 3 clusters Score -1.396171e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 45195 members 
Entering Unmasked Estep 
Score: -13961718.000000 Penalty: 13531.512695
	Iteration 60F: 3 clusters Score -1.396172e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 45353 members 
Entering Unmasked Estep 
Score: -13961778.000000 Penalty: 13531.512695
	Iteration 61Q: 3 clusters Score -1.396178e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 45528 members 
Entering Unmasked Estep 
Score: -13961813.000000 Penalty: 13531.512695
	Iteration 62Q: 3 clusters Score -1.396181e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 45715 members 
Entering Unmasked Estep 
Score: -13961812.000000 Penalty: 13531.512695
	Iteration 63Q: 3 clusters Score -1.396181e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 45893 members 
Entering Unmasked Estep 
Score: -13961897.000000 Penalty: 13531.512695
	Iteration 64Q: 3 clusters Score -1.39619e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 46100 members 
Entering Unmasked Estep 
Score: -13962003.000000 Penalty: 13531.512695
	Iteration 65Q: 3 clusters Score -1.3962e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 46282 members 
Entering Unmasked Estep 
Score: -13962090.000000 Penalty: 13531.512695
	Iteration 66Q: 3 clusters Score -1.396209e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 46457 members 
Entering Unmasked Estep 
Score: -13962094.000000 Penalty: 13531.512695
	Iteration 67Q: 3 clusters Score -1.396209e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 46609 members 
Entering Unmasked Estep 
Score: -13962132.000000 Penalty: 13531.512695
	Iteration 68Q: 3 clusters Score -1.396213e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 46773 members 
Entering Unmasked Estep 
Score: -13962161.000000 Penalty: 13531.512695
	Iteration 69Q: 3 clusters Score -1.396216e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 46921 members 
Entering Unmasked Estep 
Score: -13962198.000000 Penalty: 13531.512695
	Iteration 70Q: 3 clusters Score -1.39622e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 47036 members 
Entering Unmasked Estep 
Score: -13962192.000000 Penalty: 13531.512695
	Iteration 71Q: 3 clusters Score -1.396219e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 47151 members 
Entering Unmasked Estep 
Score: -13962202.000000 Penalty: 13531.512695
	Iteration 72Q: 3 clusters Score -1.39622e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 47252 members 
Entering Unmasked Estep 
Score: -13962229.000000 Penalty: 13531.512695
	Iteration 73Q: 3 clusters Score -1.396223e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 47334 members 
Entering Unmasked Estep 
Score: -13962244.000000 Penalty: 13531.512695
	Iteration 74Q: 3 clusters Score -1.396224e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 47409 members 
Entering Unmasked Estep 
Score: -13962284.000000 Penalty: 13531.512695
	Iteration 75Q: 3 clusters Score -1.396228e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 47485 members 
Entering Unmasked Estep 
Score: -13962291.000000 Penalty: 13531.512695
	Iteration 76Q: 3 clusters Score -1.396229e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 47541 members 
Entering Unmasked Estep 
Score: -13962300.000000 Penalty: 13531.512695
	Iteration 77Q: 3 clusters Score -1.39623e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 47595 members 
Entering Unmasked Estep 
Score: -13962289.000000 Penalty: 13531.512695
	Iteration 78Q: 3 clusters Score -1.396229e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 47648 members 
Entering Unmasked Estep 
Score: -13962292.000000 Penalty: 13531.512695
	Iteration 79Q: 3 clusters Score -1.396229e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 47703 members 
Entering Unmasked Estep 
Score: -13962293.000000 Penalty: 13531.512695
	Iteration 80F: 3 clusters Score -1.396229e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 47768 members 
Entering Unmasked Estep 
Score: -13962305.000000 Penalty: 13531.512695
	Iteration 81Q: 3 clusters Score -1.39623e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 47832 members 
Entering Unmasked Estep 
Score: -13962301.000000 Penalty: 13531.512695
	Iteration 82Q: 3 clusters Score -1.39623e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 47886 members 
Entering Unmasked Estep 
Score: -13962315.000000 Penalty: 13531.512695
	Iteration 83Q: 3 clusters Score -1.396232e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 47938 members 
Entering Unmasked Estep 
Score: -13962354.000000 Penalty: 13531.512695
	Iteration 84Q: 3 clusters Score -1.396235e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 47982 members 
Entering Unmasked Estep 
Score: -13962370.000000 Penalty: 13531.512695
	Iteration 85Q: 3 clusters Score -1.396237e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 48016 members 
Entering Unmasked Estep 
Score: -13962363.000000 Penalty: 13531.512695
	Iteration 86Q: 3 clusters Score -1.396236e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 48045 members 
Entering Unmasked Estep 
Score: -13962375.000000 Penalty: 13531.512695
	Iteration 87Q: 3 clusters Score -1.396238e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 48067 members 
Entering Unmasked Estep 
Score: -13962357.000000 Penalty: 13531.512695
	Iteration 88Q: 3 clusters Score -1.396236e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 48089 members 
Entering Unmasked Estep 
Score: -13962377.000000 Penalty: 13531.512695
	Iteration 89Q: 3 clusters Score -1.396238e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 48113 members 
Entering Unmasked Estep 
Score: -13962383.000000 Penalty: 13531.512695
	Iteration 90Q: 3 clusters Score -1.396238e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 48134 members 
Entering Unmasked Estep 
Score: -13962377.000000 Penalty: 13531.512695
	Iteration 91Q: 3 clusters Score -1.396238e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 48153 members 
Entering Unmasked Estep 
Score: -13962355.000000 Penalty: 13531.512695
	Iteration 92Q: 3 clusters Score -1.396236e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 48167 members 
Entering Unmasked Estep 
Score: -13962354.000000 Penalty: 13531.512695
	Iteration 93Q: 3 clusters Score -1.396235e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 48181 members 
Entering Unmasked Estep 
Score: -13962355.000000 Penalty: 13531.512695
	Iteration 94Q: 3 clusters Score -1.396236e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 48191 members 
Entering Unmasked Estep 
Score: -13962350.000000 Penalty: 13531.512695
	Iteration 95Q: 3 clusters Score -1.396235e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 48199 members 
Entering Unmasked Estep 
Score: -13962361.000000 Penalty: 13531.512695
	Iteration 96Q: 3 clusters Score -1.396236e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 48205 members 
Entering Unmasked Estep 
Score: -13962360.000000 Penalty: 13531.512695
	Iteration 97Q: 3 clusters Score -1.396236e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 48212 members 
Entering Unmasked Estep 
Score: -13962363.000000 Penalty: 13531.512695
	Iteration 98Q: 3 clusters Score -1.396236e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 48220 members 
Entering Unmasked Estep 
Score: -13962357.000000 Penalty: 13531.512695
	Iteration 99Q: 3 clusters Score -1.396236e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 48224 members 
Entering Unmasked Estep 
Score: -13962375.000000 Penalty: 13531.512695
	Iteration 100F: 3 clusters Score -1.396238e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 48231 members 
Entering Unmasked Estep 
Score: -13962375.000000 Penalty: 13531.512695
	Iteration 101Q: 3 clusters Score -1.396238e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 48234 members 
Entering Unmasked Estep 
Score: -13962356.000000 Penalty: 13531.512695
	Iteration 102Q: 3 clusters Score -1.396236e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 48236 members 
Entering Unmasked Estep 
Score: -13962364.000000 Penalty: 13531.512695
	Iteration 103Q: 3 clusters Score -1.396236e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 48239 members 
Entering Unmasked Estep 
Score: -13962364.000000 Penalty: 13531.512695
	Iteration 104Q: 3 clusters Score -1.396236e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 48242 members 
Entering Unmasked Estep 
Score: -13962354.000000 Penalty: 13531.512695
	Iteration 105Q: 3 clusters Score -1.396235e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 48245 members 
Entering Unmasked Estep 
Score: -13962339.000000 Penalty: 13531.512695
	Iteration 106Q: 3 clusters Score -1.396234e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 48248 members 
Entering Unmasked Estep 
Score: -13962344.000000 Penalty: 13531.512695
	Iteration 107Q: 3 clusters Score -1.396234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 48252 members 
Entering Unmasked Estep 
Score: -13962353.000000 Penalty: 13531.512695
	Iteration 108Q: 3 clusters Score -1.396235e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 48258 members 
Entering Unmasked Estep 
Score: -13962360.000000 Penalty: 13531.512695
	Iteration 109Q: 3 clusters Score -1.396236e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 48264 members 
Entering Unmasked Estep 
Score: -13962351.000000 Penalty: 13531.512695
	Iteration 110Q: 3 clusters Score -1.396235e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 48268 members 
Entering Unmasked Estep 
Score: -13962342.000000 Penalty: 13531.512695
	Iteration 111Q: 3 clusters Score -1.396234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 48270 members 
Entering Unmasked Estep 
Score: -13962337.000000 Penalty: 13531.512695
	Iteration 112Q: 3 clusters Score -1.396234e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 48277 members 
Entering Unmasked Estep 
Score: -13962347.000000 Penalty: 13531.512695
	Iteration 113Q: 3 clusters Score -1.396235e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 48288 members 
Entering Unmasked Estep 
Score: -13962341.000000 Penalty: 13531.512695
	Iteration 114Q: 3 clusters Score -1.396234e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 48291 members 
Entering Unmasked Estep 
Score: -13962345.000000 Penalty: 13531.512695
	Iteration 115Q: 3 clusters Score -1.396234e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 48296 members 
Entering Unmasked Estep 
Score: -13962345.000000 Penalty: 13531.512695
	Iteration 116Q: 3 clusters Score -1.396234e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 48298 members 
Entering Unmasked Estep 
Score: -13962343.000000 Penalty: 13531.512695
	Iteration 117Q: 3 clusters Score -1.396234e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 48301 members 
Entering Unmasked Estep 
Score: -13962341.000000 Penalty: 13531.512695
	Iteration 118Q: 3 clusters Score -1.396234e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 48304 members 
Entering Unmasked Estep 
Score: -13962344.000000 Penalty: 13531.512695
	Iteration 119Q: 3 clusters Score -1.396234e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 48305 members 
Entering Unmasked Estep 
Score: -13962349.000000 Penalty: 13531.512695
	Iteration 120F: 3 clusters Score -1.396235e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (67397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67397 members 
Entering Unmasked Estep 
Score: -14815691.000000 Penalty: 6809.992676
	Iteration 0F: 2 clusters Score -1.481569e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33842 members 
Mstep: Class 2 contains 33555 members 
Entering Unmasked Estep 
Score: -14768612.000000 Penalty: 13619.985352
	Iteration 0F: 3 clusters Score -1.476861e+07 nChanged 30363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34389 members 
Mstep: Class 2 contains 33008 members 
Entering Unmasked Estep 
Score: -14786998.000000 Penalty: 13619.985352
	Iteration 1F: 3 clusters Score -1.4787e+07 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33644 members 
Mstep: Class 2 contains 33753 members 
Entering Unmasked Estep 
Score: -14791510.000000 Penalty: 13619.985352
	Iteration 2F: 3 clusters Score -1.479151e+07 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31197 members 
Mstep: Class 2 contains 36200 members 
Entering Unmasked Estep 
Score: -14796702.000000 Penalty: 13619.985352
	Iteration 3F: 3 clusters Score -1.47967e+07 nChanged 6537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27138 members 
Mstep: Class 2 contains 40259 members 
Entering Unmasked Estep 
Score: -14802413.000000 Penalty: 13619.985352
	Iteration 4F: 3 clusters Score -1.480241e+07 nChanged 6510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 45135 members 
Entering Unmasked Estep 
Score: -14808079.000000 Penalty: 13619.985352
	Iteration 5F: 3 clusters Score -1.480808e+07 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 49844 members 
Entering Unmasked Estep 
Score: -14812861.000000 Penalty: 13619.985352
	Iteration 6F: 3 clusters Score -1.481286e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 53603 members 
Entering Unmasked Estep 
Score: -14816240.000000 Penalty: 13619.985352
	Iteration 7F: 3 clusters Score -1.481624e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 56381 members 
Entering Unmasked Estep 
Score: -14818394.000000 Penalty: 13619.985352
	Iteration 8Q: 3 clusters Score -1.481839e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 58351 members 
Entering Unmasked Estep 
Score: -14819851.000000 Penalty: 13619.985352
	Iteration 9Q: 3 clusters Score -1.481985e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 59751 members 
Entering Unmasked Estep 
Score: -14820685.000000 Penalty: 13619.985352
	Iteration 10Q: 3 clusters Score -1.482068e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 60707 members 
Entering Unmasked Estep 
Score: -14821200.000000 Penalty: 13619.985352
	Iteration 11Q: 3 clusters Score -1.48212e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 61405 members 
Entering Unmasked Estep 
Score: -14821501.000000 Penalty: 13619.985352
	Iteration 12Q: 3 clusters Score -1.48215e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 61911 members 
Entering Unmasked Estep 
Score: -14821694.000000 Penalty: 13619.985352
	Iteration 13Q: 3 clusters Score -1.482169e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 62296 members 
Entering Unmasked Estep 
Score: -14821828.000000 Penalty: 13619.985352
	Iteration 14Q: 3 clusters Score -1.482183e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 62589 members 
Entering Unmasked Estep 
Score: -14821993.000000 Penalty: 13619.985352
	Iteration 15Q: 3 clusters Score -1.482199e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 62808 members 
Entering Unmasked Estep 
Score: -14822039.000000 Penalty: 13619.985352
	Iteration 16Q: 3 clusters Score -1.482204e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 62960 members 
Entering Unmasked Estep 
Score: -14822099.000000 Penalty: 13619.985352
	Iteration 17Q: 3 clusters Score -1.48221e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 63073 members 
Entering Unmasked Estep 
Score: -14822142.000000 Penalty: 13619.985352
	Iteration 18Q: 3 clusters Score -1.482214e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 63159 members 
Entering Unmasked Estep 
Score: -14822136.000000 Penalty: 13619.985352
	Iteration 19Q: 3 clusters Score -1.482214e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 63226 members 
Entering Unmasked Estep 
Score: -14822134.000000 Penalty: 13619.985352
	Iteration 20F: 3 clusters Score -1.482213e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 63279 members 
Entering Unmasked Estep 
Score: -14822133.000000 Penalty: 13619.985352
	Iteration 21Q: 3 clusters Score -1.482213e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 63323 members 
Entering Unmasked Estep 
Score: -14822151.000000 Penalty: 13619.985352
	Iteration 22Q: 3 clusters Score -1.482215e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 63353 members 
Entering Unmasked Estep 
Score: -14822176.000000 Penalty: 13619.985352
	Iteration 23Q: 3 clusters Score -1.482218e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 63380 members 
Entering Unmasked Estep 
Score: -14822205.000000 Penalty: 13619.985352
	Iteration 24Q: 3 clusters Score -1.48222e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 63397 members 
Entering Unmasked Estep 
Score: -14822195.000000 Penalty: 13619.985352
	Iteration 25Q: 3 clusters Score -1.48222e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 63413 members 
Entering Unmasked Estep 
Score: -14822196.000000 Penalty: 13619.985352
	Iteration 26Q: 3 clusters Score -1.48222e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 63429 members 
Entering Unmasked Estep 
Score: -14822207.000000 Penalty: 13619.985352
	Iteration 27Q: 3 clusters Score -1.482221e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 63439 members 
Entering Unmasked Estep 
Score: -14822195.000000 Penalty: 13619.985352
	Iteration 28Q: 3 clusters Score -1.48222e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 63449 members 
Entering Unmasked Estep 
Score: -14822207.000000 Penalty: 13619.985352
	Iteration 29Q: 3 clusters Score -1.482221e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 63458 members 
Entering Unmasked Estep 
Score: -14822203.000000 Penalty: 13619.985352
	Iteration 30Q: 3 clusters Score -1.48222e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 63465 members 
Entering Unmasked Estep 
Score: -14822214.000000 Penalty: 13619.985352
	Iteration 31Q: 3 clusters Score -1.482221e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 63473 members 
Entering Unmasked Estep 
Score: -14822233.000000 Penalty: 13619.985352
	Iteration 32Q: 3 clusters Score -1.482223e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 63478 members 
Entering Unmasked Estep 
Score: -14822228.000000 Penalty: 13619.985352
	Iteration 33Q: 3 clusters Score -1.482223e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 63483 members 
Entering Unmasked Estep 
Score: -14822225.000000 Penalty: 13619.985352
	Iteration 34Q: 3 clusters Score -1.482222e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 63486 members 
Entering Unmasked Estep 
Score: -14822218.000000 Penalty: 13619.985352
	Iteration 35Q: 3 clusters Score -1.482222e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 63489 members 
Entering Unmasked Estep 
Score: -14822211.000000 Penalty: 13619.985352
	Iteration 36Q: 3 clusters Score -1.482221e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 63492 members 
Entering Unmasked Estep 
Score: -14822201.000000 Penalty: 13619.985352
	Iteration 37Q: 3 clusters Score -1.48222e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 63497 members 
Entering Unmasked Estep 
Score: -14822224.000000 Penalty: 13619.985352
	Iteration 38Q: 3 clusters Score -1.482222e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 63499 members 
Entering Unmasked Estep 
Score: -14822220.000000 Penalty: 13619.985352
	Iteration 39Q: 3 clusters Score -1.482222e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 63500 members 
Entering Unmasked Estep 
Score: -14822229.000000 Penalty: 13619.985352
	Iteration 40F: 3 clusters Score -1.482223e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 15315 members 
Mstep: Class 3 contains 36613 members 
Mstep: Class 4 contains 62701 members 
Mstep: Class 5 contains 3897 members 
Mstep: Class 6 contains 99265 members 
Mstep: Class 7 contains 9205 members 
Mstep: Class 8 contains 3804 members 
Mstep: Class 9 contains 9197 members 
Mstep: Class 10 contains 30262 members 
Mstep: Class 11 contains 70860 members 
Mstep: Class 12 contains 12324 members 
Mstep: Class 13 contains 938 members 
Mstep: Class 14 contains 155443 members 
Mstep: Class 15 contains 49682 members 
Mstep: Class 16 contains 2486 members 
Mstep: Class 17 contains 8271 members 
Mstep: Class 18 contains 17276 members 
Mstep: Class 19 contains 61491 members 
Mstep: Class 20 contains 63500 members 
Entering Unmasked Estep 
Score: -157213664.000000 Penalty: 165174.984375
Splitting cluster 5 changes total score from -157207216.000000 to -157213664.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 6 (99265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99265 members 
Entering Unmasked Estep 
Score: -22109048.000000 Penalty: 7047.148438
	Iteration 0F: 2 clusters Score -2.210905e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49630 members 
Mstep: Class 2 contains 49635 members 
Entering Unmasked Estep 
Score: -22041238.000000 Penalty: 14094.296875
	Iteration 0F: 3 clusters Score -2.204124e+07 nChanged 45358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49628 members 
Mstep: Class 2 contains 49637 members 
Entering Unmasked Estep 
Score: -22066276.000000 Penalty: 14094.296875
	Iteration 1F: 3 clusters Score -2.206628e+07 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49378 members 
Mstep: Class 2 contains 49887 members 
Entering Unmasked Estep 
Score: -22068098.000000 Penalty: 14094.296875
	Iteration 2Q: 3 clusters Score -2.20681e+07 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48972 members 
Mstep: Class 2 contains 50293 members 
Entering Unmasked Estep 
Score: -22071162.000000 Penalty: 14094.296875
	Iteration 3Q: 3 clusters Score -2.207116e+07 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48091 members 
Mstep: Class 2 contains 51174 members 
Entering Unmasked Estep 
Score: -22075988.000000 Penalty: 14094.296875
	Iteration 4F: 3 clusters Score -2.207599e+07 nChanged 6833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46644 members 
Mstep: Class 2 contains 52621 members 
Entering Unmasked Estep 
Score: -22081466.000000 Penalty: 14094.296875
	Iteration 5F: 3 clusters Score -2.208147e+07 nChanged 7355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44947 members 
Mstep: Class 2 contains 54318 members 
Entering Unmasked Estep 
Score: -22087338.000000 Penalty: 14094.296875
	Iteration 6F: 3 clusters Score -2.208734e+07 nChanged 7379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42878 members 
Mstep: Class 2 contains 56387 members 
Entering Unmasked Estep 
Score: -22093456.000000 Penalty: 14094.296875
	Iteration 7F: 3 clusters Score -2.209346e+07 nChanged 6888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40838 members 
Mstep: Class 2 contains 58427 members 
Entering Unmasked Estep 
Score: -22099456.000000 Penalty: 14094.296875
	Iteration 8F: 3 clusters Score -2.209946e+07 nChanged 6117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38909 members 
Mstep: Class 2 contains 60356 members 
Entering Unmasked Estep 
Score: -22105006.000000 Penalty: 14094.296875
	Iteration 9F: 3 clusters Score -2.210501e+07 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37319 members 
Mstep: Class 2 contains 61946 members 
Entering Unmasked Estep 
Score: -22108600.000000 Penalty: 14094.296875
	Iteration 10Q: 3 clusters Score -2.21086e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36085 members 
Mstep: Class 2 contains 63180 members 
Entering Unmasked Estep 
Score: -22110526.000000 Penalty: 14094.296875
	Iteration 11Q: 3 clusters Score -2.211053e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35124 members 
Mstep: Class 2 contains 64141 members 
Entering Unmasked Estep 
Score: -22111470.000000 Penalty: 14094.296875
	Iteration 12Q: 3 clusters Score -2.211147e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34417 members 
Mstep: Class 2 contains 64848 members 
Entering Unmasked Estep 
Score: -22111872.000000 Penalty: 14094.296875
	Iteration 13Q: 3 clusters Score -2.211187e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33859 members 
Mstep: Class 2 contains 65406 members 
Entering Unmasked Estep 
Score: -22112030.000000 Penalty: 14094.296875
	Iteration 14Q: 3 clusters Score -2.211203e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33437 members 
Mstep: Class 2 contains 65828 members 
Entering Unmasked Estep 
Score: -22112118.000000 Penalty: 14094.296875
	Iteration 15Q: 3 clusters Score -2.211212e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33093 members 
Mstep: Class 2 contains 66172 members 
Entering Unmasked Estep 
Score: -22112126.000000 Penalty: 14094.296875
	Iteration 16Q: 3 clusters Score -2.211213e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32831 members 
Mstep: Class 2 contains 66434 members 
Entering Unmasked Estep 
Score: -22112166.000000 Penalty: 14094.296875
	Iteration 17Q: 3 clusters Score -2.211217e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32612 members 
Mstep: Class 2 contains 66653 members 
Entering Unmasked Estep 
Score: -22112180.000000 Penalty: 14094.296875
	Iteration 18Q: 3 clusters Score -2.211218e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32409 members 
Mstep: Class 2 contains 66856 members 
Entering Unmasked Estep 
Score: -22112198.000000 Penalty: 14094.296875
	Iteration 19Q: 3 clusters Score -2.21122e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32215 members 
Mstep: Class 2 contains 67050 members 
Entering Unmasked Estep 
Score: -22112166.000000 Penalty: 14094.296875
	Iteration 20F: 3 clusters Score -2.211217e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32029 members 
Mstep: Class 2 contains 67236 members 
Entering Unmasked Estep 
Score: -22112240.000000 Penalty: 14094.296875
	Iteration 21Q: 3 clusters Score -2.211224e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31883 members 
Mstep: Class 2 contains 67382 members 
Entering Unmasked Estep 
Score: -22112260.000000 Penalty: 14094.296875
	Iteration 22Q: 3 clusters Score -2.211226e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31722 members 
Mstep: Class 2 contains 67543 members 
Entering Unmasked Estep 
Score: -22112322.000000 Penalty: 14094.296875
	Iteration 23Q: 3 clusters Score -2.211232e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31585 members 
Mstep: Class 2 contains 67680 members 
Entering Unmasked Estep 
Score: -22112318.000000 Penalty: 14094.296875
	Iteration 24Q: 3 clusters Score -2.211232e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31482 members 
Mstep: Class 2 contains 67783 members 
Entering Unmasked Estep 
Score: -22112260.000000 Penalty: 14094.296875
	Iteration 25Q: 3 clusters Score -2.211226e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31388 members 
Mstep: Class 2 contains 67877 members 
Entering Unmasked Estep 
Score: -22112258.000000 Penalty: 14094.296875
	Iteration 26Q: 3 clusters Score -2.211226e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31309 members 
Mstep: Class 2 contains 67956 members 
Entering Unmasked Estep 
Score: -22112268.000000 Penalty: 14094.296875
	Iteration 27Q: 3 clusters Score -2.211227e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31248 members 
Mstep: Class 2 contains 68017 members 
Entering Unmasked Estep 
Score: -22112216.000000 Penalty: 14094.296875
	Iteration 28Q: 3 clusters Score -2.211222e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Mstep: Class 2 contains 68070 members 
Entering Unmasked Estep 
Score: -22112244.000000 Penalty: 14094.296875
	Iteration 29Q: 3 clusters Score -2.211224e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31140 members 
Mstep: Class 2 contains 68125 members 
Entering Unmasked Estep 
Score: -22112258.000000 Penalty: 14094.296875
	Iteration 30Q: 3 clusters Score -2.211226e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31090 members 
Mstep: Class 2 contains 68175 members 
Entering Unmasked Estep 
Score: -22112256.000000 Penalty: 14094.296875
	Iteration 31Q: 3 clusters Score -2.211226e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31043 members 
Mstep: Class 2 contains 68222 members 
Entering Unmasked Estep 
Score: -22112230.000000 Penalty: 14094.296875
	Iteration 32Q: 3 clusters Score -2.211223e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Mstep: Class 2 contains 68271 members 
Entering Unmasked Estep 
Score: -22112244.000000 Penalty: 14094.296875
	Iteration 33Q: 3 clusters Score -2.211224e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30949 members 
Mstep: Class 2 contains 68316 members 
Entering Unmasked Estep 
Score: -22112252.000000 Penalty: 14094.296875
	Iteration 34Q: 3 clusters Score -2.211225e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 68360 members 
Entering Unmasked Estep 
Score: -22112280.000000 Penalty: 14094.296875
	Iteration 35Q: 3 clusters Score -2.211228e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30861 members 
Mstep: Class 2 contains 68404 members 
Entering Unmasked Estep 
Score: -22112292.000000 Penalty: 14094.296875
	Iteration 36Q: 3 clusters Score -2.211229e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30822 members 
Mstep: Class 2 contains 68443 members 
Entering Unmasked Estep 
Score: -22112316.000000 Penalty: 14094.296875
	Iteration 37Q: 3 clusters Score -2.211232e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30781 members 
Mstep: Class 2 contains 68484 members 
Entering Unmasked Estep 
Score: -22112288.000000 Penalty: 14094.296875
	Iteration 38Q: 3 clusters Score -2.211229e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 68525 members 
Entering Unmasked Estep 
Score: -22112274.000000 Penalty: 14094.296875
	Iteration 39Q: 3 clusters Score -2.211227e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30697 members 
Mstep: Class 2 contains 68568 members 
Entering Unmasked Estep 
Score: -22112258.000000 Penalty: 14094.296875
	Iteration 40F: 3 clusters Score -2.211226e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 68599 members 
Entering Unmasked Estep 
Score: -22112292.000000 Penalty: 14094.296875
	Iteration 41Q: 3 clusters Score -2.211229e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 68639 members 
Entering Unmasked Estep 
Score: -22112284.000000 Penalty: 14094.296875
	Iteration 42Q: 3 clusters Score -2.211228e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30586 members 
Mstep: Class 2 contains 68679 members 
Entering Unmasked Estep 
Score: -22112278.000000 Penalty: 14094.296875
	Iteration 43Q: 3 clusters Score -2.211228e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30557 members 
Mstep: Class 2 contains 68708 members 
Entering Unmasked Estep 
Score: -22112272.000000 Penalty: 14094.296875
	Iteration 44Q: 3 clusters Score -2.211227e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30519 members 
Mstep: Class 2 contains 68746 members 
Entering Unmasked Estep 
Score: -22112296.000000 Penalty: 14094.296875
	Iteration 45Q: 3 clusters Score -2.21123e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 68781 members 
Entering Unmasked Estep 
Score: -22112260.000000 Penalty: 14094.296875
	Iteration 46Q: 3 clusters Score -2.211226e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30456 members 
Mstep: Class 2 contains 68809 members 
Entering Unmasked Estep 
Score: -22112250.000000 Penalty: 14094.296875
	Iteration 47Q: 3 clusters Score -2.211225e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30434 members 
Mstep: Class 2 contains 68831 members 
Entering Unmasked Estep 
Score: -22112252.000000 Penalty: 14094.296875
	Iteration 48Q: 3 clusters Score -2.211225e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Mstep: Class 2 contains 68856 members 
Entering Unmasked Estep 
Score: -22112288.000000 Penalty: 14094.296875
	Iteration 49Q: 3 clusters Score -2.211229e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 68889 members 
Entering Unmasked Estep 
Score: -22112286.000000 Penalty: 14094.296875
	Iteration 50Q: 3 clusters Score -2.211229e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 68916 members 
Entering Unmasked Estep 
Score: -22112290.000000 Penalty: 14094.296875
	Iteration 51Q: 3 clusters Score -2.211229e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30325 members 
Mstep: Class 2 contains 68940 members 
Entering Unmasked Estep 
Score: -22112268.000000 Penalty: 14094.296875
	Iteration 52Q: 3 clusters Score -2.211227e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30310 members 
Mstep: Class 2 contains 68955 members 
Entering Unmasked Estep 
Score: -22112258.000000 Penalty: 14094.296875
	Iteration 53Q: 3 clusters Score -2.211226e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30292 members 
Mstep: Class 2 contains 68973 members 
Entering Unmasked Estep 
Score: -22112250.000000 Penalty: 14094.296875
	Iteration 54Q: 3 clusters Score -2.211225e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30274 members 
Mstep: Class 2 contains 68991 members 
Entering Unmasked Estep 
Score: -22112260.000000 Penalty: 14094.296875
	Iteration 55Q: 3 clusters Score -2.211226e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30259 members 
Mstep: Class 2 contains 69006 members 
Entering Unmasked Estep 
Score: -22112258.000000 Penalty: 14094.296875
	Iteration 56Q: 3 clusters Score -2.211226e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30248 members 
Mstep: Class 2 contains 69017 members 
Entering Unmasked Estep 
Score: -22112252.000000 Penalty: 14094.296875
	Iteration 57Q: 3 clusters Score -2.211225e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 69023 members 
Entering Unmasked Estep 
Score: -22112266.000000 Penalty: 14094.296875
	Iteration 58Q: 3 clusters Score -2.211227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 69026 members 
Entering Unmasked Estep 
Score: -22112270.000000 Penalty: 14094.296875
	Iteration 59Q: 3 clusters Score -2.211227e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30235 members 
Mstep: Class 2 contains 69030 members 
Entering Unmasked Estep 
Score: -22112260.000000 Penalty: 14094.296875
	Iteration 60F: 3 clusters Score -2.211226e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30233 members 
Mstep: Class 2 contains 69032 members 
Entering Unmasked Estep 
Score: -22112254.000000 Penalty: 14094.296875
	Iteration 61Q: 3 clusters Score -2.211225e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30230 members 
Mstep: Class 2 contains 69035 members 
Entering Unmasked Estep 
Score: -22112250.000000 Penalty: 14094.296875
	Iteration 62Q: 3 clusters Score -2.211225e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30230 members 
Mstep: Class 2 contains 69035 members 
Entering Unmasked Estep 
Score: -22112250.000000 Penalty: 14094.296875
	Iteration 63F: 3 clusters Score -2.211225e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 15315 members 
Mstep: Class 3 contains 36613 members 
Mstep: Class 4 contains 62701 members 
Mstep: Class 5 contains 3897 members 
Mstep: Class 6 contains 30230 members 
Mstep: Class 7 contains 9205 members 
Mstep: Class 8 contains 3804 members 
Mstep: Class 9 contains 9197 members 
Mstep: Class 10 contains 30262 members 
Mstep: Class 11 contains 70860 members 
Mstep: Class 12 contains 12324 members 
Mstep: Class 13 contains 938 members 
Mstep: Class 14 contains 155443 members 
Mstep: Class 15 contains 49682 members 
Mstep: Class 16 contains 2486 members 
Mstep: Class 17 contains 8271 members 
Mstep: Class 18 contains 17276 members 
Mstep: Class 19 contains 61491 members 
Mstep: Class 20 contains 63500 members 
Mstep: Class 21 contains 69035 members 
Entering Unmasked Estep 
Score: -157215440.000000 Penalty: 173433.734375
Splitting cluster 6 changes total score from -157207216.000000 to -157215440.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 7 (9205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Entering Unmasked Estep 
Score: -1995795.250000 Penalty: 5590.595215
	Iteration 0F: 2 clusters Score -1995795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1985986.000000 Penalty: 11181.190430
	Iteration 0F: 3 clusters Score -1985986 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1987969.375000 Penalty: 11181.190430
	Iteration 1F: 3 clusters Score -1987969 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1988382.625000 Penalty: 11181.190430
	Iteration 2F: 3 clusters Score -1988383 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1988634.875000 Penalty: 11181.190430
	Iteration 3Q: 3 clusters Score -1988635 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1988806.000000 Penalty: 11181.190430
	Iteration 4Q: 3 clusters Score -1988806 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1988927.125000 Penalty: 11181.190430
	Iteration 5Q: 3 clusters Score -1988927 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1989005.750000 Penalty: 11181.190430
	Iteration 6Q: 3 clusters Score -1989006 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1989066.625000 Penalty: 11181.190430
	Iteration 7Q: 3 clusters Score -1989067 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1989117.125000 Penalty: 11181.190430
	Iteration 8Q: 3 clusters Score -1989117 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1989166.500000 Penalty: 11181.190430
	Iteration 9Q: 3 clusters Score -1989166 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1989208.000000 Penalty: 11181.190430
	Iteration 10Q: 3 clusters Score -1989208 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1989242.250000 Penalty: 11181.190430
	Iteration 11Q: 3 clusters Score -1989242 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1989273.750000 Penalty: 11181.190430
	Iteration 12Q: 3 clusters Score -1989274 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1989305.500000 Penalty: 11181.190430
	Iteration 13Q: 3 clusters Score -1989306 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1989332.000000 Penalty: 11181.190430
	Iteration 14Q: 3 clusters Score -1989332 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1989345.625000 Penalty: 11181.190430
	Iteration 15Q: 3 clusters Score -1989346 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1989359.750000 Penalty: 11181.190430
	Iteration 16Q: 3 clusters Score -1989360 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1989374.875000 Penalty: 11181.190430
	Iteration 17Q: 3 clusters Score -1989375 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1989391.000000 Penalty: 11181.190430
	Iteration 18Q: 3 clusters Score -1989391 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1989401.625000 Penalty: 11181.190430
	Iteration 19Q: 3 clusters Score -1989402 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1989422.500000 Penalty: 11181.190430
	Iteration 20F: 3 clusters Score -1989422 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1989440.000000 Penalty: 11181.190430
	Iteration 21Q: 3 clusters Score -1989440 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1989460.875000 Penalty: 11181.190430
	Iteration 22Q: 3 clusters Score -1989461 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1989482.125000 Penalty: 11181.190430
	Iteration 23Q: 3 clusters Score -1989482 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1989499.250000 Penalty: 11181.190430
	Iteration 24Q: 3 clusters Score -1989499 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1989516.625000 Penalty: 11181.190430
	Iteration 25Q: 3 clusters Score -1989517 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1989537.375000 Penalty: 11181.190430
	Iteration 26Q: 3 clusters Score -1989537 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1989557.375000 Penalty: 11181.190430
	Iteration 27Q: 3 clusters Score -1989557 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1989568.375000 Penalty: 11181.190430
	Iteration 28Q: 3 clusters Score -1989568 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1989583.000000 Penalty: 11181.190430
	Iteration 29Q: 3 clusters Score -1989583 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1989608.625000 Penalty: 11181.190430
	Iteration 30Q: 3 clusters Score -1989609 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1989636.500000 Penalty: 11181.190430
	Iteration 31Q: 3 clusters Score -1989636 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1989656.250000 Penalty: 11181.190430
	Iteration 32Q: 3 clusters Score -1989656 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1989672.375000 Penalty: 11181.190430
	Iteration 33Q: 3 clusters Score -1989672 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1989694.625000 Penalty: 11181.190430
	Iteration 34Q: 3 clusters Score -1989695 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1989716.875000 Penalty: 11181.190430
	Iteration 35Q: 3 clusters Score -1989717 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1989737.125000 Penalty: 11181.190430
	Iteration 36Q: 3 clusters Score -1989737 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1989768.625000 Penalty: 11181.190430
	Iteration 37Q: 3 clusters Score -1989769 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1989794.625000 Penalty: 11181.190430
	Iteration 38Q: 3 clusters Score -1989795 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1989826.000000 Penalty: 11181.190430
	Iteration 39Q: 3 clusters Score -1989826 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1989865.750000 Penalty: 11181.190430
	Iteration 40F: 3 clusters Score -1989866 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1989906.875000 Penalty: 11181.190430
	Iteration 41Q: 3 clusters Score -1989907 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1989949.000000 Penalty: 11181.190430
	Iteration 42Q: 3 clusters Score -1989949 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1989981.250000 Penalty: 11181.190430
	Iteration 43Q: 3 clusters Score -1989981 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1990024.250000 Penalty: 11181.190430
	Iteration 44Q: 3 clusters Score -1990024 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1990060.250000 Penalty: 11181.190430
	Iteration 45Q: 3 clusters Score -1990060 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1990108.000000 Penalty: 11181.190430
	Iteration 46Q: 3 clusters Score -1990108 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1990163.125000 Penalty: 11181.190430
	Iteration 47Q: 3 clusters Score -1990163 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1990213.000000 Penalty: 11181.190430
	Iteration 48Q: 3 clusters Score -1990213 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1990274.750000 Penalty: 11181.190430
	Iteration 49Q: 3 clusters Score -1990275 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1990337.375000 Penalty: 11181.190430
	Iteration 50Q: 3 clusters Score -1990337 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1990415.875000 Penalty: 11181.190430
	Iteration 51Q: 3 clusters Score -1990416 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1990467.750000 Penalty: 11181.190430
	Iteration 52Q: 3 clusters Score -1990468 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1990532.125000 Penalty: 11181.190430
	Iteration 53Q: 3 clusters Score -1990532 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1990590.250000 Penalty: 11181.190430
	Iteration 54Q: 3 clusters Score -1990590 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1990636.375000 Penalty: 11181.190430
	Iteration 55Q: 3 clusters Score -1990636 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1990688.000000 Penalty: 11181.190430
	Iteration 56Q: 3 clusters Score -1990688 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1990739.000000 Penalty: 11181.190430
	Iteration 57Q: 3 clusters Score -1990739 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1990764.500000 Penalty: 11181.190430
	Iteration 58Q: 3 clusters Score -1990764 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1990797.125000 Penalty: 11181.190430
	Iteration 59Q: 3 clusters Score -1990797 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1990825.750000 Penalty: 11181.190430
	Iteration 60F: 3 clusters Score -1990826 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1990866.750000 Penalty: 11181.190430
	Iteration 61Q: 3 clusters Score -1990867 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1990896.875000 Penalty: 11181.190430
	Iteration 62Q: 3 clusters Score -1990897 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1990927.375000 Penalty: 11181.190430
	Iteration 63Q: 3 clusters Score -1990927 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1990965.375000 Penalty: 11181.190430
	Iteration 64Q: 3 clusters Score -1990965 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1990986.625000 Penalty: 11181.190430
	Iteration 65Q: 3 clusters Score -1990987 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1991010.875000 Penalty: 11181.190430
	Iteration 66Q: 3 clusters Score -1991011 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1991034.125000 Penalty: 11181.190430
	Iteration 67Q: 3 clusters Score -1991034 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1991052.625000 Penalty: 11181.190430
	Iteration 68Q: 3 clusters Score -1991053 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1991072.125000 Penalty: 11181.190430
	Iteration 69Q: 3 clusters Score -1991072 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1991080.375000 Penalty: 11181.190430
	Iteration 70Q: 3 clusters Score -1991080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1991091.000000 Penalty: 11181.190430
	Iteration 71Q: 3 clusters Score -1991091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1991093.000000 Penalty: 11181.190430
	Iteration 72Q: 3 clusters Score -1991093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1991101.125000 Penalty: 11181.190430
	Iteration 73Q: 3 clusters Score -1991101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1991102.000000 Penalty: 11181.190430
	Iteration 74Q: 3 clusters Score -1991102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1991115.625000 Penalty: 11181.190430
	Iteration 75Q: 3 clusters Score -1991116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1991119.750000 Penalty: 11181.190430
	Iteration 76Q: 3 clusters Score -1991120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1991126.250000 Penalty: 11181.190430
	Iteration 77Q: 3 clusters Score -1991126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1991129.000000 Penalty: 11181.190430
	Iteration 78Q: 3 clusters Score -1991129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1991130.875000 Penalty: 11181.190430
	Iteration 79Q: 3 clusters Score -1991131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1991135.750000 Penalty: 11181.190430
	Iteration 80F: 3 clusters Score -1991136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1991136.125000 Penalty: 11181.190430
	Iteration 81Q: 3 clusters Score -1991136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1991136.500000 Penalty: 11181.190430
	Iteration 82Q: 3 clusters Score -1991136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1991136.500000 Penalty: 11181.190430
	Iteration 83F: 3 clusters Score -1991136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Entering Unmasked Estep 
Score: -772390.687500 Penalty: 5049.333008
	Iteration 0F: 2 clusters Score -772390.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -766675.562500 Penalty: 10098.666016
	Iteration 0F: 3 clusters Score -766675.6 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -770213.000000 Penalty: 10098.666016
	Iteration 1F: 3 clusters Score -770213 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -776246.750000 Penalty: 10098.666016
	Iteration 2F: 3 clusters Score -776246.8 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -784025.375000 Penalty: 10098.666016
	Iteration 3F: 3 clusters Score -784025.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -785718.187500 Penalty: 10098.666016
	Iteration 4Q: 3 clusters Score -785718.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -786788.000000 Penalty: 10098.666016
	Iteration 5Q: 3 clusters Score -786788 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -787549.187500 Penalty: 10098.666016
	Iteration 6Q: 3 clusters Score -787549.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -787709.125000 Penalty: 10098.666016
	Iteration 7Q: 3 clusters Score -787709.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -787857.250000 Penalty: 10098.666016
	Iteration 8Q: 3 clusters Score -787857.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -787924.625000 Penalty: 10098.666016
	Iteration 9Q: 3 clusters Score -787924.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -788306.500000 Penalty: 10098.666016
	Iteration 10Q: 3 clusters Score -788306.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -788758.625000 Penalty: 10098.666016
	Iteration 11Q: 3 clusters Score -788758.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -788779.937500 Penalty: 10098.666016
	Iteration 12Q: 3 clusters Score -788779.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -788781.375000 Penalty: 10098.666016
	Iteration 13Q: 3 clusters Score -788781.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -788790.312500 Penalty: 10098.666016
	Iteration 14F: 3 clusters Score -788790.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -788806.187500 Penalty: 10098.666016
	Iteration 15Q: 3 clusters Score -788806.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -788806.187500 Penalty: 10098.666016
	Iteration 16F: 3 clusters Score -788806.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 15315 members 
Mstep: Class 3 contains 36613 members 
Mstep: Class 4 contains 62701 members 
Mstep: Class 5 contains 3897 members 
Mstep: Class 6 contains 30230 members 
Mstep: Class 7 contains 9205 members 
Mstep: Class 8 contains 1215 members 
Mstep: Class 9 contains 9197 members 
Mstep: Class 10 contains 30262 members 
Mstep: Class 11 contains 70860 members 
Mstep: Class 12 contains 12324 members 
Mstep: Class 13 contains 938 members 
Mstep: Class 14 contains 155443 members 
Mstep: Class 15 contains 49682 members 
Mstep: Class 16 contains 2486 members 
Mstep: Class 17 contains 8271 members 
Mstep: Class 18 contains 17276 members 
Mstep: Class 19 contains 61491 members 
Mstep: Class 20 contains 63500 members 
Mstep: Class 21 contains 69035 members 
Mstep: Class 22 contains 2589 members 
Entering Unmasked Estep 
Score: -157226800.000000 Penalty: 181692.484375
Splitting cluster 8 changes total score from -157207216.000000 to -157226800.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 9 (9197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Entering Unmasked Estep 
Score: -2065002.500000 Penalty: 5590.062500
	Iteration 0F: 2 clusters Score -2065002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -2055254.625000 Penalty: 11180.125000
	Iteration 0F: 3 clusters Score -2055255 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -2057151.625000 Penalty: 11180.125000
	Iteration 1F: 3 clusters Score -2057152 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -2057618.875000 Penalty: 11180.125000
	Iteration 2F: 3 clusters Score -2057619 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -2057973.000000 Penalty: 11180.125000
	Iteration 3F: 3 clusters Score -2057973 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -2058521.875000 Penalty: 11180.125000
	Iteration 4Q: 3 clusters Score -2058522 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -2059454.750000 Penalty: 11180.125000
	Iteration 5Q: 3 clusters Score -2059455 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -2060136.875000 Penalty: 11180.125000
	Iteration 6F: 3 clusters Score -2060137 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -2060556.625000 Penalty: 11180.125000
	Iteration 7F: 3 clusters Score -2060557 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -2060946.625000 Penalty: 11180.125000
	Iteration 8F: 3 clusters Score -2060947 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -2061299.125000 Penalty: 11180.125000
	Iteration 9Q: 3 clusters Score -2061299 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -2061591.625000 Penalty: 11180.125000
	Iteration 10Q: 3 clusters Score -2061592 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -2061823.750000 Penalty: 11180.125000
	Iteration 11Q: 3 clusters Score -2061824 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -2062002.250000 Penalty: 11180.125000
	Iteration 12Q: 3 clusters Score -2062002 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -2062167.250000 Penalty: 11180.125000
	Iteration 13Q: 3 clusters Score -2062167 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -2062312.750000 Penalty: 11180.125000
	Iteration 14Q: 3 clusters Score -2062313 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -2062441.125000 Penalty: 11180.125000
	Iteration 15Q: 3 clusters Score -2062441 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -2062535.625000 Penalty: 11180.125000
	Iteration 16Q: 3 clusters Score -2062536 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -2062631.875000 Penalty: 11180.125000
	Iteration 17Q: 3 clusters Score -2062632 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -2062721.500000 Penalty: 11180.125000
	Iteration 18Q: 3 clusters Score -2062722 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -2062800.250000 Penalty: 11180.125000
	Iteration 19Q: 3 clusters Score -2062800 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -2062876.250000 Penalty: 11180.125000
	Iteration 20F: 3 clusters Score -2062876 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -2062925.750000 Penalty: 11180.125000
	Iteration 21Q: 3 clusters Score -2062926 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -2062966.125000 Penalty: 11180.125000
	Iteration 22Q: 3 clusters Score -2062966 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -2063000.625000 Penalty: 11180.125000
	Iteration 23Q: 3 clusters Score -2063001 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -2063034.250000 Penalty: 11180.125000
	Iteration 24Q: 3 clusters Score -2063034 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -2063080.750000 Penalty: 11180.125000
	Iteration 25Q: 3 clusters Score -2063081 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -2063111.625000 Penalty: 11180.125000
	Iteration 26Q: 3 clusters Score -2063112 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -2063158.375000 Penalty: 11180.125000
	Iteration 27Q: 3 clusters Score -2063158 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -2063177.500000 Penalty: 11180.125000
	Iteration 28Q: 3 clusters Score -2063178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -2063189.375000 Penalty: 11180.125000
	Iteration 29Q: 3 clusters Score -2063189 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -2063204.625000 Penalty: 11180.125000
	Iteration 30Q: 3 clusters Score -2063205 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -2063216.500000 Penalty: 11180.125000
	Iteration 31Q: 3 clusters Score -2063216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -2063225.125000 Penalty: 11180.125000
	Iteration 32Q: 3 clusters Score -2063225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -2063235.625000 Penalty: 11180.125000
	Iteration 33Q: 3 clusters Score -2063236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -2063246.500000 Penalty: 11180.125000
	Iteration 34Q: 3 clusters Score -2063246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -2063259.375000 Penalty: 11180.125000
	Iteration 35Q: 3 clusters Score -2063259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -2063269.000000 Penalty: 11180.125000
	Iteration 36Q: 3 clusters Score -2063269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -2063281.375000 Penalty: 11180.125000
	Iteration 37Q: 3 clusters Score -2063281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -2063294.250000 Penalty: 11180.125000
	Iteration 38Q: 3 clusters Score -2063294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -2063306.125000 Penalty: 11180.125000
	Iteration 39Q: 3 clusters Score -2063306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -2063316.875000 Penalty: 11180.125000
	Iteration 40F: 3 clusters Score -2063317 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -2063331.250000 Penalty: 11180.125000
	Iteration 41Q: 3 clusters Score -2063331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -2063341.875000 Penalty: 11180.125000
	Iteration 42Q: 3 clusters Score -2063342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -2063349.125000 Penalty: 11180.125000
	Iteration 43Q: 3 clusters Score -2063349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -2063364.500000 Penalty: 11180.125000
	Iteration 44Q: 3 clusters Score -2063364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -2063376.250000 Penalty: 11180.125000
	Iteration 45Q: 3 clusters Score -2063376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -2063381.375000 Penalty: 11180.125000
	Iteration 46Q: 3 clusters Score -2063381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -2063381.125000 Penalty: 11180.125000
	Iteration 47Q: 3 clusters Score -2063381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -2063384.375000 Penalty: 11180.125000
	Iteration 48Q: 3 clusters Score -2063384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -2063390.875000 Penalty: 11180.125000
	Iteration 49Q: 3 clusters Score -2063391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -2063389.500000 Penalty: 11180.125000
	Iteration 50Q: 3 clusters Score -2063390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -2063390.250000 Penalty: 11180.125000
	Iteration 51Q: 3 clusters Score -2063390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -2063391.375000 Penalty: 11180.125000
	Iteration 52Q: 3 clusters Score -2063391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -2063394.875000 Penalty: 11180.125000
	Iteration 53Q: 3 clusters Score -2063395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -2063394.875000 Penalty: 11180.125000
	Iteration 54F: 3 clusters Score -2063395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (30262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30262 members 
Entering Unmasked Estep 
Score: -6451703.500000 Penalty: 6319.559570
	Iteration 0F: 2 clusters Score -6451704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -6428689.000000 Penalty: 12639.119141
	Iteration 0F: 3 clusters Score -6428689 nChanged 12748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -6435797.000000 Penalty: 12639.119141
	Iteration 1F: 3 clusters Score -6435797 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -6437166.500000 Penalty: 12639.119141
	Iteration 2F: 3 clusters Score -6437166 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -6438632.500000 Penalty: 12639.119141
	Iteration 3F: 3 clusters Score -6438632 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -6440379.000000 Penalty: 12639.119141
	Iteration 4F: 3 clusters Score -6440379 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -6442243.500000 Penalty: 12639.119141
	Iteration 5F: 3 clusters Score -6442244 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -6443947.500000 Penalty: 12639.119141
	Iteration 6F: 3 clusters Score -6443948 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -6445334.500000 Penalty: 12639.119141
	Iteration 7F: 3 clusters Score -6445334 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -6446217.000000 Penalty: 12639.119141
	Iteration 8Q: 3 clusters Score -6446217 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -6446739.500000 Penalty: 12639.119141
	Iteration 9Q: 3 clusters Score -6446740 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -6447020.500000 Penalty: 12639.119141
	Iteration 10Q: 3 clusters Score -6447020 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -6447210.000000 Penalty: 12639.119141
	Iteration 11Q: 3 clusters Score -6447210 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -6447359.500000 Penalty: 12639.119141
	Iteration 12Q: 3 clusters Score -6447360 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -6447456 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -6447527.500000 Penalty: 12639.119141
	Iteration 14Q: 3 clusters Score -6447528 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -6447596 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -6447646 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -6447661 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6447684 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -6447688 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -6447708.500000 Penalty: 12639.119141
	Iteration 20F: 3 clusters Score -6447708 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -6447725.000000 Penalty: 12639.119141
	Iteration 21Q: 3 clusters Score -6447725 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -6447756.500000 Penalty: 12639.119141
	Iteration 22Q: 3 clusters Score -6447756 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6447790 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6447795 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6447836 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -6447833.500000 Penalty: 12639.119141
	Iteration 26Q: 3 clusters Score -6447834 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -6447853.500000 Penalty: 12639.119141
	Iteration 27Q: 3 clusters Score -6447854 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6447890 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -6447923.000000 Penalty: 12639.119141
	Iteration 29Q: 3 clusters Score -6447923 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6447962 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6447988 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6447986 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6447996 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6448028 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6448044 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -6448053.500000 Penalty: 12639.119141
	Iteration 36Q: 3 clusters Score -6448054 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -6448068.000000 Penalty: 12639.119141
	Iteration 37Q: 3 clusters Score -6448068 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6448057 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -6448094.500000 Penalty: 12639.119141
	Iteration 39Q: 3 clusters Score -6448094 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -6448114.000000 Penalty: 12639.119141
	Iteration 40F: 3 clusters Score -6448114 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6448114 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6448108 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6448114 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -6448124.500000 Penalty: 12639.119141
	Iteration 44Q: 3 clusters Score -6448124 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -6448136.000000 Penalty: 12639.119141
	Iteration 45Q: 3 clusters Score -6448136 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -6448132.000000 Penalty: 12639.119141
	Iteration 46Q: 3 clusters Score -6448132 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -6448140.000000 Penalty: 12639.119141
	Iteration 47Q: 3 clusters Score -6448140 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -6448149.500000 Penalty: 12639.119141
	Iteration 48Q: 3 clusters Score -6448150 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -6448162.500000 Penalty: 12639.119141
	Iteration 49Q: 3 clusters Score -6448162 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12532 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6448178 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12532 members 
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Entering Unmasked Estep 
Score: -6448174.500000 Penalty: 12639.119141
	Iteration 51Q: 3 clusters Score -6448174 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -6448182.500000 Penalty: 12639.119141
	Iteration 52Q: 3 clusters Score -6448182 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -6448170.000000 Penalty: 12639.119141
	Iteration 53Q: 3 clusters Score -6448170 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -6448195.000000 Penalty: 12639.119141
	Iteration 54Q: 3 clusters Score -6448195 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -6448208.000000 Penalty: 12639.119141
	Iteration 55Q: 3 clusters Score -6448208 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -6448204.500000 Penalty: 12639.119141
	Iteration 56Q: 3 clusters Score -6448204 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -6448211.000000 Penalty: 12639.119141
	Iteration 57Q: 3 clusters Score -6448211 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -6448231.000000 Penalty: 12639.119141
	Iteration 58Q: 3 clusters Score -6448231 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -6448233.500000 Penalty: 12639.119141
	Iteration 59Q: 3 clusters Score -6448234 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -6448229.500000 Penalty: 12639.119141
	Iteration 60F: 3 clusters Score -6448230 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -6448242.500000 Penalty: 12639.119141
	Iteration 61Q: 3 clusters Score -6448242 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6448230 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12538 members 
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Entering Unmasked Estep 
Score: -6448232.500000 Penalty: 12639.119141
	Iteration 63Q: 3 clusters Score -6448232 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12538 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6448233 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12540 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6448230 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6448230 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -6448220.000000 Penalty: 12639.119141
	Iteration 67Q: 3 clusters Score -6448220 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -6448226.500000 Penalty: 12639.119141
	Iteration 68Q: 3 clusters Score -6448226 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12550 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6448230 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -6448227.500000 Penalty: 12639.119141
	Iteration 70Q: 3 clusters Score -6448228 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -6448237.500000 Penalty: 12639.119141
	Iteration 71Q: 3 clusters Score -6448238 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -6448240.500000 Penalty: 12639.119141
	Iteration 72Q: 3 clusters Score -6448240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -6448254.500000 Penalty: 12639.119141
	Iteration 73Q: 3 clusters Score -6448254 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -6448258.000000 Penalty: 12639.119141
	Iteration 74Q: 3 clusters Score -6448258 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12552 members 
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Entering Unmasked Estep 
Score: -6448247.500000 Penalty: 12639.119141
	Iteration 75Q: 3 clusters Score -6448248 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12549 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6448248 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12545 members 
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Entering Unmasked Estep 
Score: -6448249.000000 Penalty: 12639.119141
	Iteration 77Q: 3 clusters Score -6448249 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12545 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6448250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -6448243.500000 Penalty: 12639.119141
	Iteration 79Q: 3 clusters Score -6448244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -6448248.000000 Penalty: 12639.119141
	Iteration 80F: 3 clusters Score -6448248 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -6448260.000000 Penalty: 12639.119141
	Iteration 81Q: 3 clusters Score -6448260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -6448262.500000 Penalty: 12639.119141
	Iteration 82Q: 3 clusters Score -6448262 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -6448265.000000 Penalty: 12639.119141
	Iteration 83Q: 3 clusters Score -6448265 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12528 members 
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Entering Unmasked Estep 
Score: -6448272.500000 Penalty: 12639.119141
	Iteration 84Q: 3 clusters Score -6448272 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -6448265.000000 Penalty: 12639.119141
	Iteration 85Q: 3 clusters Score -6448265 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -6448266.500000 Penalty: 12639.119141
	Iteration 86Q: 3 clusters Score -6448266 nChanged 14
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -6448253.000000 Penalty: 12639.119141
	Iteration 87Q: 3 clusters Score -6448253 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -6448251.000000 Penalty: 12639.119141
	Iteration 88Q: 3 clusters Score -6448251 nChanged 11
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Score: -6448268.500000 Penalty: 12639.119141
	Iteration 89Q: 3 clusters Score -6448268 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -6448260.000000 Penalty: 12639.119141
	Iteration 90Q: 3 clusters Score -6448260 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -6448249.500000 Penalty: 12639.119141
	Iteration 91Q: 3 clusters Score -6448250 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -6448246.000000 Penalty: 12639.119141
	Iteration 92Q: 3 clusters Score -6448246 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12500 members 
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Entering Unmasked Estep 
Score: -6448257.000000 Penalty: 12639.119141
	Iteration 93Q: 3 clusters Score -6448257 nChanged 14
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6448260 nChanged 13
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -6448273.000000 Penalty: 12639.119141
	Iteration 95Q: 3 clusters Score -6448273 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -6448294.000000 Penalty: 12639.119141
	Iteration 96Q: 3 clusters Score -6448294 nChanged 10
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6448292 nChanged 10
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6448291 nChanged 8
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	Iteration 99Q: 3 clusters Score -6448292 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -6448291.000000 Penalty: 12639.119141
	Iteration 100F: 3 clusters Score -6448291 nChanged 3
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6448289 nChanged 4
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -6448285.500000 Penalty: 12639.119141
	Iteration 102Q: 3 clusters Score -6448286 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -6448287.500000 Penalty: 12639.119141
	Iteration 103Q: 3 clusters Score -6448288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -6448287.500000 Penalty: 12639.119141
	Iteration 104F: 3 clusters Score -6448288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (70860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70860 members 
Entering Unmasked Estep 
Score: -15841554.000000 Penalty: 6840.682617
	Iteration 0F: 2 clusters Score -1.584155e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35422 members 
Mstep: Class 2 contains 35438 members 
Entering Unmasked Estep 
Score: -15792452.000000 Penalty: 13681.365234
	Iteration 0F: 3 clusters Score -1.579245e+07 nChanged 31819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35483 members 
Mstep: Class 2 contains 35377 members 
Entering Unmasked Estep 
Score: -15809542.000000 Penalty: 13681.365234
	Iteration 1F: 3 clusters Score -1.580954e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35709 members 
Mstep: Class 2 contains 35151 members 
Entering Unmasked Estep 
Score: -15810821.000000 Penalty: 13681.365234
	Iteration 2Q: 3 clusters Score -1.581082e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36076 members 
Mstep: Class 2 contains 34784 members 
Entering Unmasked Estep 
Score: -15812113.000000 Penalty: 13681.365234
	Iteration 3Q: 3 clusters Score -1.581211e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36827 members 
Mstep: Class 2 contains 34033 members 
Entering Unmasked Estep 
Score: -15813441.000000 Penalty: 13681.365234
	Iteration 4Q: 3 clusters Score -1.581344e+07 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37887 members 
Mstep: Class 2 contains 32973 members 
Entering Unmasked Estep 
Score: -15815056.000000 Penalty: 13681.365234
	Iteration 5Q: 3 clusters Score -1.581506e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39293 members 
Mstep: Class 2 contains 31567 members 
Entering Unmasked Estep 
Score: -15816860.000000 Penalty: 13681.365234
	Iteration 6F: 3 clusters Score -1.581686e+07 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41108 members 
Mstep: Class 2 contains 29752 members 
Entering Unmasked Estep 
Score: -15818803.000000 Penalty: 13681.365234
	Iteration 7F: 3 clusters Score -1.58188e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43239 members 
Mstep: Class 2 contains 27621 members 
Entering Unmasked Estep 
Score: -15820546.000000 Penalty: 13681.365234
	Iteration 8F: 3 clusters Score -1.582055e+07 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45555 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -15822349.000000 Penalty: 13681.365234
	Iteration 9Q: 3 clusters Score -1.582235e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47924 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -15823876.000000 Penalty: 13681.365234
	Iteration 10Q: 3 clusters Score -1.582388e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50327 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -15825322.000000 Penalty: 13681.365234
	Iteration 11Q: 3 clusters Score -1.582532e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52672 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -15826501.000000 Penalty: 13681.365234
	Iteration 12Q: 3 clusters Score -1.58265e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54987 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -15827691.000000 Penalty: 13681.365234
	Iteration 13Q: 3 clusters Score -1.582769e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57296 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -15828895.000000 Penalty: 13681.365234
	Iteration 14Q: 3 clusters Score -1.58289e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59410 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -15829962.000000 Penalty: 13681.365234
	Iteration 15Q: 3 clusters Score -1.582996e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61288 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -15830902.000000 Penalty: 13681.365234
	Iteration 16Q: 3 clusters Score -1.58309e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62942 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -15831806.000000 Penalty: 13681.365234
	Iteration 17Q: 3 clusters Score -1.583181e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64418 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -15832643.000000 Penalty: 13681.365234
	Iteration 18Q: 3 clusters Score -1.583264e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65732 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -15833458.000000 Penalty: 13681.365234
	Iteration 19Q: 3 clusters Score -1.583346e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66733 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -15834034.000000 Penalty: 13681.365234
	Iteration 20F: 3 clusters Score -1.583403e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67442 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -15834518.000000 Penalty: 13681.365234
	Iteration 21Q: 3 clusters Score -1.583452e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67957 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -15834863.000000 Penalty: 13681.365234
	Iteration 22Q: 3 clusters Score -1.583486e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68312 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -15835121.000000 Penalty: 13681.365234
	Iteration 23Q: 3 clusters Score -1.583512e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68592 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -15835305.000000 Penalty: 13681.365234
	Iteration 24Q: 3 clusters Score -1.58353e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68779 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -15835406.000000 Penalty: 13681.365234
	Iteration 25Q: 3 clusters Score -1.583541e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68903 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -15835493.000000 Penalty: 13681.365234
	Iteration 26Q: 3 clusters Score -1.583549e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69003 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -15835536.000000 Penalty: 13681.365234
	Iteration 27Q: 3 clusters Score -1.583554e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69075 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -15835568.000000 Penalty: 13681.365234
	Iteration 28Q: 3 clusters Score -1.583557e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69125 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -15835610.000000 Penalty: 13681.365234
	Iteration 29Q: 3 clusters Score -1.583561e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69162 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -15835637.000000 Penalty: 13681.365234
	Iteration 30Q: 3 clusters Score -1.583564e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69183 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -15835639.000000 Penalty: 13681.365234
	Iteration 31Q: 3 clusters Score -1.583564e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69199 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -15835639.000000 Penalty: 13681.365234
	Iteration 32Q: 3 clusters Score -1.583564e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69220 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -15835678.000000 Penalty: 13681.365234
	Iteration 33Q: 3 clusters Score -1.583568e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69241 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -15835679.000000 Penalty: 13681.365234
	Iteration 34Q: 3 clusters Score -1.583568e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69251 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -15835692.000000 Penalty: 13681.365234
	Iteration 35Q: 3 clusters Score -1.583569e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69260 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -15835693.000000 Penalty: 13681.365234
	Iteration 36Q: 3 clusters Score -1.583569e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69263 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -15835690.000000 Penalty: 13681.365234
	Iteration 37Q: 3 clusters Score -1.583569e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69266 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -15835699.000000 Penalty: 13681.365234
	Iteration 38Q: 3 clusters Score -1.58357e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69267 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -15835695.000000 Penalty: 13681.365234
	Iteration 39Q: 3 clusters Score -1.58357e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69267 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -15835683.000000 Penalty: 13681.365234
	Iteration 40F: 3 clusters Score -1.583568e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69270 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -15835696.000000 Penalty: 13681.365234
	Iteration 41Q: 3 clusters Score -1.58357e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69273 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -15835685.000000 Penalty: 13681.365234
	Iteration 42Q: 3 clusters Score -1.583568e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69274 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -15835695.000000 Penalty: 13681.365234
	Iteration 43Q: 3 clusters Score -1.58357e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69276 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -15835702.000000 Penalty: 13681.365234
	Iteration 44Q: 3 clusters Score -1.58357e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69278 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -15835708.000000 Penalty: 13681.365234
	Iteration 45Q: 3 clusters Score -1.583571e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69279 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -15835714.000000 Penalty: 13681.365234
	Iteration 46Q: 3 clusters Score -1.583571e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69281 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -15835702.000000 Penalty: 13681.365234
	Iteration 47Q: 3 clusters Score -1.58357e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69281 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -15835703.000000 Penalty: 13681.365234
	Iteration 48Q: 3 clusters Score -1.58357e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69281 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -15835710.000000 Penalty: 13681.365234
	Iteration 49Q: 3 clusters Score -1.583571e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69281 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -15835710.000000 Penalty: 13681.365234
	Iteration 50F: 3 clusters Score -1.583571e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Entering Unmasked Estep 
Score: -2652463.250000 Penalty: 5769.323730
	Iteration 0F: 2 clusters Score -2652463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -2640743.500000 Penalty: 11538.647461
	Iteration 0F: 3 clusters Score -2640744 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -2643397.000000 Penalty: 11538.647461
	Iteration 1F: 3 clusters Score -2643397 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -2644020.000000 Penalty: 11538.647461
	Iteration 2F: 3 clusters Score -2644020 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -2644457.500000 Penalty: 11538.647461
	Iteration 3F: 3 clusters Score -2644458 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -2644838.500000 Penalty: 11538.647461
	Iteration 4Q: 3 clusters Score -2644838 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -2645162.500000 Penalty: 11538.647461
	Iteration 5Q: 3 clusters Score -2645162 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -2645482.500000 Penalty: 11538.647461
	Iteration 6Q: 3 clusters Score -2645482 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -2645803.500000 Penalty: 11538.647461
	Iteration 7Q: 3 clusters Score -2645804 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -2646130.750000 Penalty: 11538.647461
	Iteration 8Q: 3 clusters Score -2646131 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -2646429.500000 Penalty: 11538.647461
	Iteration 9Q: 3 clusters Score -2646430 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -2646700.750000 Penalty: 11538.647461
	Iteration 10Q: 3 clusters Score -2646701 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -2646912.250000 Penalty: 11538.647461
	Iteration 11Q: 3 clusters Score -2646912 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -2647066.750000 Penalty: 11538.647461
	Iteration 12Q: 3 clusters Score -2647067 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -2647170.000000 Penalty: 11538.647461
	Iteration 13Q: 3 clusters Score -2647170 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -2647232.000000 Penalty: 11538.647461
	Iteration 14Q: 3 clusters Score -2647232 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -2647308.000000 Penalty: 11538.647461
	Iteration 15Q: 3 clusters Score -2647308 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -2647349.750000 Penalty: 11538.647461
	Iteration 16Q: 3 clusters Score -2647350 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -2647400.000000 Penalty: 11538.647461
	Iteration 17Q: 3 clusters Score -2647400 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -2647433.000000 Penalty: 11538.647461
	Iteration 18Q: 3 clusters Score -2647433 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -2647468.500000 Penalty: 11538.647461
	Iteration 19Q: 3 clusters Score -2647468 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -2647490.000000 Penalty: 11538.647461
	Iteration 20F: 3 clusters Score -2647490 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -2647522.750000 Penalty: 11538.647461
	Iteration 21Q: 3 clusters Score -2647523 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -2647550.500000 Penalty: 11538.647461
	Iteration 22Q: 3 clusters Score -2647550 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -2647584.250000 Penalty: 11538.647461
	Iteration 23Q: 3 clusters Score -2647584 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -2647596.250000 Penalty: 11538.647461
	Iteration 24Q: 3 clusters Score -2647596 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -2647598.750000 Penalty: 11538.647461
	Iteration 25Q: 3 clusters Score -2647599 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -2647617.250000 Penalty: 11538.647461
	Iteration 26Q: 3 clusters Score -2647617 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -2647630.500000 Penalty: 11538.647461
	Iteration 27Q: 3 clusters Score -2647630 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -2647642.250000 Penalty: 11538.647461
	Iteration 28Q: 3 clusters Score -2647642 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -2647649.500000 Penalty: 11538.647461
	Iteration 29Q: 3 clusters Score -2647650 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -2647664.250000 Penalty: 11538.647461
	Iteration 30Q: 3 clusters Score -2647664 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -2647672.250000 Penalty: 11538.647461
	Iteration 31Q: 3 clusters Score -2647672 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -2647687.250000 Penalty: 11538.647461
	Iteration 32Q: 3 clusters Score -2647687 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -2647704.000000 Penalty: 11538.647461
	Iteration 33Q: 3 clusters Score -2647704 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -2647716.000000 Penalty: 11538.647461
	Iteration 34Q: 3 clusters Score -2647716 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -2647723.000000 Penalty: 11538.647461
	Iteration 35Q: 3 clusters Score -2647723 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -2647744.000000 Penalty: 11538.647461
	Iteration 36Q: 3 clusters Score -2647744 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -2647750.250000 Penalty: 11538.647461
	Iteration 37Q: 3 clusters Score -2647750 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -2647768.000000 Penalty: 11538.647461
	Iteration 38Q: 3 clusters Score -2647768 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -2647795.000000 Penalty: 11538.647461
	Iteration 39Q: 3 clusters Score -2647795 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -2647804.000000 Penalty: 11538.647461
	Iteration 40F: 3 clusters Score -2647804 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -2647824.750000 Penalty: 11538.647461
	Iteration 41Q: 3 clusters Score -2647825 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -2647843.750000 Penalty: 11538.647461
	Iteration 42Q: 3 clusters Score -2647844 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -2647867.000000 Penalty: 11538.647461
	Iteration 43Q: 3 clusters Score -2647867 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -2647875.750000 Penalty: 11538.647461
	Iteration 44Q: 3 clusters Score -2647876 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -2647886.500000 Penalty: 11538.647461
	Iteration 45Q: 3 clusters Score -2647886 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -2647903.000000 Penalty: 11538.647461
	Iteration 46Q: 3 clusters Score -2647903 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -2647925.250000 Penalty: 11538.647461
	Iteration 47Q: 3 clusters Score -2647925 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -2647934.500000 Penalty: 11538.647461
	Iteration 48Q: 3 clusters Score -2647934 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -2647955.500000 Penalty: 11538.647461
	Iteration 49Q: 3 clusters Score -2647956 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -2647962.000000 Penalty: 11538.647461
	Iteration 50Q: 3 clusters Score -2647962 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -2647974.000000 Penalty: 11538.647461
	Iteration 51Q: 3 clusters Score -2647974 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -2647983.750000 Penalty: 11538.647461
	Iteration 52Q: 3 clusters Score -2647984 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -2647992.250000 Penalty: 11538.647461
	Iteration 53Q: 3 clusters Score -2647992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -2647996.000000 Penalty: 11538.647461
	Iteration 54Q: 3 clusters Score -2647996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -2648001.000000 Penalty: 11538.647461
	Iteration 55Q: 3 clusters Score -2648001 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -2648005.500000 Penalty: 11538.647461
	Iteration 56Q: 3 clusters Score -2648006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -2648005.750000 Penalty: 11538.647461
	Iteration 57Q: 3 clusters Score -2648006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -2648014.250000 Penalty: 11538.647461
	Iteration 58Q: 3 clusters Score -2648014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -2648012.500000 Penalty: 11538.647461
	Iteration 59Q: 3 clusters Score -2648012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -2648016.750000 Penalty: 11538.647461
	Iteration 60F: 3 clusters Score -2648017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -2648017.250000 Penalty: 11538.647461
	Iteration 61Q: 3 clusters Score -2648017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -2648018.000000 Penalty: 11538.647461
	Iteration 62Q: 3 clusters Score -2648018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -2648019.750000 Penalty: 11538.647461
	Iteration 63Q: 3 clusters Score -2648020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -2648026.000000 Penalty: 11538.647461
	Iteration 64Q: 3 clusters Score -2648026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -2648025.250000 Penalty: 11538.647461
	Iteration 65Q: 3 clusters Score -2648025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -2648025.000000 Penalty: 11538.647461
	Iteration 66Q: 3 clusters Score -2648025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -2648030.500000 Penalty: 11538.647461
	Iteration 67Q: 3 clusters Score -2648030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -2648031.750000 Penalty: 11538.647461
	Iteration 68Q: 3 clusters Score -2648032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -2648030.000000 Penalty: 11538.647461
	Iteration 69Q: 3 clusters Score -2648030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -2648032.000000 Penalty: 11538.647461
	Iteration 70Q: 3 clusters Score -2648032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -2648033.000000 Penalty: 11538.647461
	Iteration 71Q: 3 clusters Score -2648033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -2648032.250000 Penalty: 11538.647461
	Iteration 72Q: 3 clusters Score -2648032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -2648030.000000 Penalty: 11538.647461
	Iteration 73Q: 3 clusters Score -2648030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -2648033.500000 Penalty: 11538.647461
	Iteration 74Q: 3 clusters Score -2648034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -2648031.000000 Penalty: 11538.647461
	Iteration 75Q: 3 clusters Score -2648031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -2648034.750000 Penalty: 11538.647461
	Iteration 76Q: 3 clusters Score -2648035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -2648034.750000 Penalty: 11538.647461
	Iteration 77F: 3 clusters Score -2648035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (155443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155443 members 
Entering Unmasked Estep 
Score: -34527452.000000 Penalty: 7321.846191
	Iteration 0F: 2 clusters Score -3.452745e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77819 members 
Mstep: Class 2 contains 77624 members 
Entering Unmasked Estep 
Score: -34424204.000000 Penalty: 14643.692383
	Iteration 0F: 3 clusters Score -3.44242e+07 nChanged 72235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78318 members 
Mstep: Class 2 contains 77125 members 
Entering Unmasked Estep 
Score: -34463948.000000 Penalty: 14643.692383
	Iteration 1F: 3 clusters Score -3.446395e+07 nChanged 6280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78846 members 
Mstep: Class 2 contains 76597 members 
Entering Unmasked Estep 
Score: -34466804.000000 Penalty: 14643.692383
	Iteration 2Q: 3 clusters Score -3.44668e+07 nChanged 7248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79954 members 
Mstep: Class 2 contains 75489 members 
Entering Unmasked Estep 
Score: -34471204.000000 Penalty: 14643.692383
	Iteration 3Q: 3 clusters Score -3.44712e+07 nChanged 8629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82411 members 
Mstep: Class 2 contains 73032 members 
Entering Unmasked Estep 
Score: -34475904.000000 Penalty: 14643.692383
	Iteration 4F: 3 clusters Score -3.44759e+07 nChanged 9663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86702 members 
Mstep: Class 2 contains 68741 members 
Entering Unmasked Estep 
Score: -34481772.000000 Penalty: 14643.692383
	Iteration 5F: 3 clusters Score -3.448177e+07 nChanged 10701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92925 members 
Mstep: Class 2 contains 62518 members 
Entering Unmasked Estep 
Score: -34490080.000000 Penalty: 14643.692383
	Iteration 6F: 3 clusters Score -3.449008e+07 nChanged 11547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100280 members 
Mstep: Class 2 contains 55163 members 
Entering Unmasked Estep 
Score: -34501676.000000 Penalty: 14643.692383
	Iteration 7F: 3 clusters Score -3.450168e+07 nChanged 11493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107063 members 
Mstep: Class 2 contains 48380 members 
Entering Unmasked Estep 
Score: -34515076.000000 Penalty: 14643.692383
	Iteration 8F: 3 clusters Score -3.451508e+07 nChanged 10019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111564 members 
Mstep: Class 2 contains 43879 members 
Entering Unmasked Estep 
Score: -34525928.000000 Penalty: 14643.692383
	Iteration 9F: 3 clusters Score -3.452593e+07 nChanged 7135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114101 members 
Mstep: Class 2 contains 41342 members 
Entering Unmasked Estep 
Score: -34531404.000000 Penalty: 14643.692383
	Iteration 10Q: 3 clusters Score -3.45314e+07 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116077 members 
Mstep: Class 2 contains 39366 members 
Entering Unmasked Estep 
Score: -34533836.000000 Penalty: 14643.692383
	Iteration 11Q: 3 clusters Score -3.453384e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117746 members 
Mstep: Class 2 contains 37697 members 
Entering Unmasked Estep 
Score: -34534768.000000 Penalty: 14643.692383
	Iteration 12Q: 3 clusters Score -3.453477e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118948 members 
Mstep: Class 2 contains 36495 members 
Entering Unmasked Estep 
Score: -34535536.000000 Penalty: 14643.692383
	Iteration 13Q: 3 clusters Score -3.453554e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119879 members 
Mstep: Class 2 contains 35564 members 
Entering Unmasked Estep 
Score: -34535964.000000 Penalty: 14643.692383
	Iteration 14Q: 3 clusters Score -3.453596e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120535 members 
Mstep: Class 2 contains 34908 members 
Entering Unmasked Estep 
Score: -34536580.000000 Penalty: 14643.692383
	Iteration 15Q: 3 clusters Score -3.453658e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120903 members 
Mstep: Class 2 contains 34540 members 
Entering Unmasked Estep 
Score: -34536992.000000 Penalty: 14643.692383
	Iteration 16Q: 3 clusters Score -3.453699e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121131 members 
Mstep: Class 2 contains 34312 members 
Entering Unmasked Estep 
Score: -34537588.000000 Penalty: 14643.692383
	Iteration 17Q: 3 clusters Score -3.453759e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121312 members 
Mstep: Class 2 contains 34131 members 
Entering Unmasked Estep 
Score: -34538068.000000 Penalty: 14643.692383
	Iteration 18Q: 3 clusters Score -3.453807e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121467 members 
Mstep: Class 2 contains 33976 members 
Entering Unmasked Estep 
Score: -34538336.000000 Penalty: 14643.692383
	Iteration 19Q: 3 clusters Score -3.453834e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121674 members 
Mstep: Class 2 contains 33769 members 
Entering Unmasked Estep 
Score: -34538548.000000 Penalty: 14643.692383
	Iteration 20F: 3 clusters Score -3.453855e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121916 members 
Mstep: Class 2 contains 33527 members 
Entering Unmasked Estep 
Score: -34538628.000000 Penalty: 14643.692383
	Iteration 21Q: 3 clusters Score -3.453863e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122150 members 
Mstep: Class 2 contains 33293 members 
Entering Unmasked Estep 
Score: -34538548.000000 Penalty: 14643.692383
	Iteration 22Q: 3 clusters Score -3.453855e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122379 members 
Mstep: Class 2 contains 33064 members 
Entering Unmasked Estep 
Score: -34538592.000000 Penalty: 14643.692383
	Iteration 23Q: 3 clusters Score -3.453859e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122584 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -34538704.000000 Penalty: 14643.692383
	Iteration 24Q: 3 clusters Score -3.45387e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122761 members 
Mstep: Class 2 contains 32682 members 
Entering Unmasked Estep 
Score: -34538728.000000 Penalty: 14643.692383
	Iteration 25Q: 3 clusters Score -3.453873e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122927 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -34538744.000000 Penalty: 14643.692383
	Iteration 26Q: 3 clusters Score -3.453874e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123059 members 
Mstep: Class 2 contains 32384 members 
Entering Unmasked Estep 
Score: -34538664.000000 Penalty: 14643.692383
	Iteration 27Q: 3 clusters Score -3.453866e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123176 members 
Mstep: Class 2 contains 32267 members 
Entering Unmasked Estep 
Score: -34538716.000000 Penalty: 14643.692383
	Iteration 28Q: 3 clusters Score -3.453872e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123280 members 
Mstep: Class 2 contains 32163 members 
Entering Unmasked Estep 
Score: -34538744.000000 Penalty: 14643.692383
	Iteration 29Q: 3 clusters Score -3.453874e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123373 members 
Mstep: Class 2 contains 32070 members 
Entering Unmasked Estep 
Score: -34538716.000000 Penalty: 14643.692383
	Iteration 30Q: 3 clusters Score -3.453872e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123455 members 
Mstep: Class 2 contains 31988 members 
Entering Unmasked Estep 
Score: -34538708.000000 Penalty: 14643.692383
	Iteration 31Q: 3 clusters Score -3.453871e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123530 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -34538740.000000 Penalty: 14643.692383
	Iteration 32Q: 3 clusters Score -3.453874e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123620 members 
Mstep: Class 2 contains 31823 members 
Entering Unmasked Estep 
Score: -34538748.000000 Penalty: 14643.692383
	Iteration 33Q: 3 clusters Score -3.453875e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123687 members 
Mstep: Class 2 contains 31756 members 
Entering Unmasked Estep 
Score: -34538800.000000 Penalty: 14643.692383
	Iteration 34Q: 3 clusters Score -3.45388e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123751 members 
Mstep: Class 2 contains 31692 members 
Entering Unmasked Estep 
Score: -34538764.000000 Penalty: 14643.692383
	Iteration 35Q: 3 clusters Score -3.453876e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123806 members 
Mstep: Class 2 contains 31637 members 
Entering Unmasked Estep 
Score: -34538700.000000 Penalty: 14643.692383
	Iteration 36Q: 3 clusters Score -3.45387e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123843 members 
Mstep: Class 2 contains 31600 members 
Entering Unmasked Estep 
Score: -34538692.000000 Penalty: 14643.692383
	Iteration 37Q: 3 clusters Score -3.453869e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123878 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -34538704.000000 Penalty: 14643.692383
	Iteration 38Q: 3 clusters Score -3.45387e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123918 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
Score: -34538692.000000 Penalty: 14643.692383
	Iteration 39Q: 3 clusters Score -3.453869e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123952 members 
Mstep: Class 2 contains 31491 members 
Entering Unmasked Estep 
Score: -34538700.000000 Penalty: 14643.692383
	Iteration 40F: 3 clusters Score -3.45387e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123979 members 
Mstep: Class 2 contains 31464 members 
Entering Unmasked Estep 
Score: -34538684.000000 Penalty: 14643.692383
	Iteration 41Q: 3 clusters Score -3.453868e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124001 members 
Mstep: Class 2 contains 31442 members 
Entering Unmasked Estep 
Score: -34538672.000000 Penalty: 14643.692383
	Iteration 42Q: 3 clusters Score -3.453867e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124024 members 
Mstep: Class 2 contains 31419 members 
Entering Unmasked Estep 
Score: -34538664.000000 Penalty: 14643.692383
	Iteration 43Q: 3 clusters Score -3.453866e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124049 members 
Mstep: Class 2 contains 31394 members 
Entering Unmasked Estep 
Score: -34538672.000000 Penalty: 14643.692383
	Iteration 44Q: 3 clusters Score -3.453867e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124079 members 
Mstep: Class 2 contains 31364 members 
Entering Unmasked Estep 
Score: -34538676.000000 Penalty: 14643.692383
	Iteration 45Q: 3 clusters Score -3.453868e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124121 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
Score: -34538684.000000 Penalty: 14643.692383
	Iteration 46Q: 3 clusters Score -3.453868e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124169 members 
Mstep: Class 2 contains 31274 members 
Entering Unmasked Estep 
Score: -34538656.000000 Penalty: 14643.692383
	Iteration 47Q: 3 clusters Score -3.453866e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124201 members 
Mstep: Class 2 contains 31242 members 
Entering Unmasked Estep 
Score: -34538644.000000 Penalty: 14643.692383
	Iteration 48Q: 3 clusters Score -3.453864e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124241 members 
Mstep: Class 2 contains 31202 members 
Entering Unmasked Estep 
Score: -34538660.000000 Penalty: 14643.692383
	Iteration 49Q: 3 clusters Score -3.453866e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124268 members 
Mstep: Class 2 contains 31175 members 
Entering Unmasked Estep 
Score: -34538672.000000 Penalty: 14643.692383
	Iteration 50Q: 3 clusters Score -3.453867e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124305 members 
Mstep: Class 2 contains 31138 members 
Entering Unmasked Estep 
Score: -34538668.000000 Penalty: 14643.692383
	Iteration 51Q: 3 clusters Score -3.453867e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124338 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -34538704.000000 Penalty: 14643.692383
	Iteration 52Q: 3 clusters Score -3.45387e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124373 members 
Mstep: Class 2 contains 31070 members 
Entering Unmasked Estep 
Score: -34538644.000000 Penalty: 14643.692383
	Iteration 53Q: 3 clusters Score -3.453864e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124397 members 
Mstep: Class 2 contains 31046 members 
Entering Unmasked Estep 
Score: -34538680.000000 Penalty: 14643.692383
	Iteration 54Q: 3 clusters Score -3.453868e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124427 members 
Mstep: Class 2 contains 31016 members 
Entering Unmasked Estep 
Score: -34538692.000000 Penalty: 14643.692383
	Iteration 55Q: 3 clusters Score -3.453869e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124454 members 
Mstep: Class 2 contains 30989 members 
Entering Unmasked Estep 
Score: -34538700.000000 Penalty: 14643.692383
	Iteration 56Q: 3 clusters Score -3.45387e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124479 members 
Mstep: Class 2 contains 30964 members 
Entering Unmasked Estep 
Score: -34538672.000000 Penalty: 14643.692383
	Iteration 57Q: 3 clusters Score -3.453867e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124510 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -34538684.000000 Penalty: 14643.692383
	Iteration 58Q: 3 clusters Score -3.453868e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124539 members 
Mstep: Class 2 contains 30904 members 
Entering Unmasked Estep 
Score: -34538692.000000 Penalty: 14643.692383
	Iteration 59Q: 3 clusters Score -3.453869e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124571 members 
Mstep: Class 2 contains 30872 members 
Entering Unmasked Estep 
Score: -34538688.000000 Penalty: 14643.692383
	Iteration 60F: 3 clusters Score -3.453869e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124605 members 
Mstep: Class 2 contains 30838 members 
Entering Unmasked Estep 
Score: -34538696.000000 Penalty: 14643.692383
	Iteration 61Q: 3 clusters Score -3.45387e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124627 members 
Mstep: Class 2 contains 30816 members 
Entering Unmasked Estep 
Score: -34538708.000000 Penalty: 14643.692383
	Iteration 62Q: 3 clusters Score -3.453871e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124649 members 
Mstep: Class 2 contains 30794 members 
Entering Unmasked Estep 
Score: -34538704.000000 Penalty: 14643.692383
	Iteration 63Q: 3 clusters Score -3.45387e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124665 members 
Mstep: Class 2 contains 30778 members 
Entering Unmasked Estep 
Score: -34538704.000000 Penalty: 14643.692383
	Iteration 64Q: 3 clusters Score -3.45387e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124684 members 
Mstep: Class 2 contains 30759 members 
Entering Unmasked Estep 
Score: -34538688.000000 Penalty: 14643.692383
	Iteration 65Q: 3 clusters Score -3.453869e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124697 members 
Mstep: Class 2 contains 30746 members 
Entering Unmasked Estep 
Score: -34538696.000000 Penalty: 14643.692383
	Iteration 66Q: 3 clusters Score -3.45387e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124707 members 
Mstep: Class 2 contains 30736 members 
Entering Unmasked Estep 
Score: -34538696.000000 Penalty: 14643.692383
	Iteration 67Q: 3 clusters Score -3.45387e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124718 members 
Mstep: Class 2 contains 30725 members 
Entering Unmasked Estep 
Score: -34538684.000000 Penalty: 14643.692383
	Iteration 68Q: 3 clusters Score -3.453868e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124729 members 
Mstep: Class 2 contains 30714 members 
Entering Unmasked Estep 
Score: -34538704.000000 Penalty: 14643.692383
	Iteration 69Q: 3 clusters Score -3.45387e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124740 members 
Mstep: Class 2 contains 30703 members 
Entering Unmasked Estep 
Score: -34538696.000000 Penalty: 14643.692383
	Iteration 70Q: 3 clusters Score -3.45387e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124757 members 
Mstep: Class 2 contains 30686 members 
Entering Unmasked Estep 
Score: -34538684.000000 Penalty: 14643.692383
	Iteration 71Q: 3 clusters Score -3.453868e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124770 members 
Mstep: Class 2 contains 30673 members 
Entering Unmasked Estep 
Score: -34538688.000000 Penalty: 14643.692383
	Iteration 72Q: 3 clusters Score -3.453869e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124785 members 
Mstep: Class 2 contains 30658 members 
Entering Unmasked Estep 
Score: -34538676.000000 Penalty: 14643.692383
	Iteration 73Q: 3 clusters Score -3.453868e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124800 members 
Mstep: Class 2 contains 30643 members 
Entering Unmasked Estep 
Score: -34538672.000000 Penalty: 14643.692383
	Iteration 74Q: 3 clusters Score -3.453867e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124816 members 
Mstep: Class 2 contains 30627 members 
Entering Unmasked Estep 
Score: -34538696.000000 Penalty: 14643.692383
	Iteration 75Q: 3 clusters Score -3.45387e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124831 members 
Mstep: Class 2 contains 30612 members 
Entering Unmasked Estep 
Score: -34538708.000000 Penalty: 14643.692383
	Iteration 76Q: 3 clusters Score -3.453871e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124847 members 
Mstep: Class 2 contains 30596 members 
Entering Unmasked Estep 
Score: -34538708.000000 Penalty: 14643.692383
	Iteration 77Q: 3 clusters Score -3.453871e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124868 members 
Mstep: Class 2 contains 30575 members 
Entering Unmasked Estep 
Score: -34538692.000000 Penalty: 14643.692383
	Iteration 78Q: 3 clusters Score -3.453869e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124880 members 
Mstep: Class 2 contains 30563 members 
Entering Unmasked Estep 
Score: -34538684.000000 Penalty: 14643.692383
	Iteration 79Q: 3 clusters Score -3.453868e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124900 members 
Mstep: Class 2 contains 30543 members 
Entering Unmasked Estep 
Score: -34538704.000000 Penalty: 14643.692383
	Iteration 80F: 3 clusters Score -3.45387e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124909 members 
Mstep: Class 2 contains 30534 members 
Entering Unmasked Estep 
Score: -34538684.000000 Penalty: 14643.692383
	Iteration 81Q: 3 clusters Score -3.453868e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124917 members 
Mstep: Class 2 contains 30526 members 
Entering Unmasked Estep 
Score: -34538692.000000 Penalty: 14643.692383
	Iteration 82Q: 3 clusters Score -3.453869e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124925 members 
Mstep: Class 2 contains 30518 members 
Entering Unmasked Estep 
Score: -34538680.000000 Penalty: 14643.692383
	Iteration 83Q: 3 clusters Score -3.453868e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124933 members 
Mstep: Class 2 contains 30510 members 
Entering Unmasked Estep 
Score: -34538664.000000 Penalty: 14643.692383
	Iteration 84Q: 3 clusters Score -3.453866e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124936 members 
Mstep: Class 2 contains 30507 members 
Entering Unmasked Estep 
Score: -34538668.000000 Penalty: 14643.692383
	Iteration 85Q: 3 clusters Score -3.453867e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124940 members 
Mstep: Class 2 contains 30503 members 
Entering Unmasked Estep 
Score: -34538684.000000 Penalty: 14643.692383
	Iteration 86Q: 3 clusters Score -3.453868e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124946 members 
Mstep: Class 2 contains 30497 members 
Entering Unmasked Estep 
Score: -34538664.000000 Penalty: 14643.692383
	Iteration 87Q: 3 clusters Score -3.453866e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124950 members 
Mstep: Class 2 contains 30493 members 
Entering Unmasked Estep 
Score: -34538676.000000 Penalty: 14643.692383
	Iteration 88Q: 3 clusters Score -3.453868e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124950 members 
Mstep: Class 2 contains 30493 members 
Entering Unmasked Estep 
Score: -34538676.000000 Penalty: 14643.692383
	Iteration 89F: 3 clusters Score -3.453868e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 15315 members 
Mstep: Class 3 contains 36613 members 
Mstep: Class 4 contains 62701 members 
Mstep: Class 5 contains 3897 members 
Mstep: Class 6 contains 30230 members 
Mstep: Class 7 contains 9205 members 
Mstep: Class 8 contains 1215 members 
Mstep: Class 9 contains 9197 members 
Mstep: Class 10 contains 30262 members 
Mstep: Class 11 contains 70860 members 
Mstep: Class 12 contains 12324 members 
Mstep: Class 13 contains 938 members 
Mstep: Class 14 contains 124950 members 
Mstep: Class 15 contains 49682 members 
Mstep: Class 16 contains 2486 members 
Mstep: Class 17 contains 8271 members 
Mstep: Class 18 contains 17276 members 
Mstep: Class 19 contains 61491 members 
Mstep: Class 20 contains 63500 members 
Mstep: Class 21 contains 69035 members 
Mstep: Class 22 contains 2589 members 
Mstep: Class 23 contains 30493 members 
Entering Unmasked Estep 
Score: -157235552.000000 Penalty: 189951.234375
Splitting cluster 14 changes total score from -157207216.000000 to -157235552.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 15 (49682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49682 members 
Entering Unmasked Estep 
Score: -10997240.000000 Penalty: 6623.206543
	Iteration 0F: 2 clusters Score -1.099724e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -10961785.000000 Penalty: 13246.413086
	Iteration 0F: 3 clusters Score -1.096178e+07 nChanged 21719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -10973738.000000 Penalty: 13246.413086
	Iteration 1F: 3 clusters Score -1.097374e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -10975636.000000 Penalty: 13246.413086
	Iteration 2F: 3 clusters Score -1.097564e+07 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28328 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -10978251.000000 Penalty: 13246.413086
	Iteration 3F: 3 clusters Score -1.097825e+07 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29500 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
Score: -10981252.000000 Penalty: 13246.413086
	Iteration 4F: 3 clusters Score -1.098125e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30476 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -10984300.000000 Penalty: 13246.413086
	Iteration 5F: 3 clusters Score -1.09843e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31351 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -10987653.000000 Penalty: 13246.413086
	Iteration 6F: 3 clusters Score -1.098765e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32283 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -10991111.000000 Penalty: 13246.413086
	Iteration 7F: 3 clusters Score -1.099111e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33283 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -10994261.000000 Penalty: 13246.413086
	Iteration 8F: 3 clusters Score -1.099426e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33988 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -10996382.000000 Penalty: 13246.413086
	Iteration 9F: 3 clusters Score -1.099638e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34360 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -10997368.000000 Penalty: 13246.413086
	Iteration 10Q: 3 clusters Score -1.099737e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34617 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -10997877.000000 Penalty: 13246.413086
	Iteration 11Q: 3 clusters Score -1.099788e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34815 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -10998051.000000 Penalty: 13246.413086
	Iteration 12Q: 3 clusters Score -1.099805e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34964 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -10998061.000000 Penalty: 13246.413086
	Iteration 13Q: 3 clusters Score -1.099806e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35101 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -10998095.000000 Penalty: 13246.413086
	Iteration 14Q: 3 clusters Score -1.09981e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35223 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -10998129.000000 Penalty: 13246.413086
	Iteration 15Q: 3 clusters Score -1.099813e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35352 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -10998202.000000 Penalty: 13246.413086
	Iteration 16Q: 3 clusters Score -1.09982e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35459 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -10998227.000000 Penalty: 13246.413086
	Iteration 17Q: 3 clusters Score -1.099823e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35565 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -10998223.000000 Penalty: 13246.413086
	Iteration 18Q: 3 clusters Score -1.099822e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35646 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -10998220.000000 Penalty: 13246.413086
	Iteration 19Q: 3 clusters Score -1.099822e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35713 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -10998225.000000 Penalty: 13246.413086
	Iteration 20F: 3 clusters Score -1.099822e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35771 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -10998237.000000 Penalty: 13246.413086
	Iteration 21Q: 3 clusters Score -1.099824e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35823 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -10998236.000000 Penalty: 13246.413086
	Iteration 22Q: 3 clusters Score -1.099824e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35870 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -10998241.000000 Penalty: 13246.413086
	Iteration 23Q: 3 clusters Score -1.099824e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35904 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -10998262.000000 Penalty: 13246.413086
	Iteration 24Q: 3 clusters Score -1.099826e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35931 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -10998253.000000 Penalty: 13246.413086
	Iteration 25Q: 3 clusters Score -1.099825e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35957 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -10998272.000000 Penalty: 13246.413086
	Iteration 26Q: 3 clusters Score -1.099827e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -10998277.000000 Penalty: 13246.413086
	Iteration 27Q: 3 clusters Score -1.099828e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35997 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -10998253.000000 Penalty: 13246.413086
	Iteration 28Q: 3 clusters Score -1.099825e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36014 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -10998256.000000 Penalty: 13246.413086
	Iteration 29Q: 3 clusters Score -1.099826e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36025 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -10998241.000000 Penalty: 13246.413086
	Iteration 30Q: 3 clusters Score -1.099824e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36035 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -10998245.000000 Penalty: 13246.413086
	Iteration 31Q: 3 clusters Score -1.099824e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36041 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -10998257.000000 Penalty: 13246.413086
	Iteration 32Q: 3 clusters Score -1.099826e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -10998260.000000 Penalty: 13246.413086
	Iteration 33Q: 3 clusters Score -1.099826e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36057 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -10998252.000000 Penalty: 13246.413086
	Iteration 34Q: 3 clusters Score -1.099825e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36067 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -10998254.000000 Penalty: 13246.413086
	Iteration 35Q: 3 clusters Score -1.099825e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36068 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -10998255.000000 Penalty: 13246.413086
	Iteration 36Q: 3 clusters Score -1.099826e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36072 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -10998253.000000 Penalty: 13246.413086
	Iteration 37Q: 3 clusters Score -1.099825e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36082 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -10998246.000000 Penalty: 13246.413086
	Iteration 38Q: 3 clusters Score -1.099825e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36089 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -10998251.000000 Penalty: 13246.413086
	Iteration 39Q: 3 clusters Score -1.099825e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36095 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -10998244.000000 Penalty: 13246.413086
	Iteration 40F: 3 clusters Score -1.099824e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36100 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -10998247.000000 Penalty: 13246.413086
	Iteration 41Q: 3 clusters Score -1.099825e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36107 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -10998252.000000 Penalty: 13246.413086
	Iteration 42Q: 3 clusters Score -1.099825e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36112 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -10998247.000000 Penalty: 13246.413086
	Iteration 43Q: 3 clusters Score -1.099825e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36118 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -10998238.000000 Penalty: 13246.413086
	Iteration 44Q: 3 clusters Score -1.099824e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36125 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -10998220.000000 Penalty: 13246.413086
	Iteration 45Q: 3 clusters Score -1.099822e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36132 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -10998233.000000 Penalty: 13246.413086
	Iteration 46Q: 3 clusters Score -1.099823e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36138 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -10998233.000000 Penalty: 13246.413086
	Iteration 47Q: 3 clusters Score -1.099823e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36144 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -10998236.000000 Penalty: 13246.413086
	Iteration 48Q: 3 clusters Score -1.099824e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36146 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -10998234.000000 Penalty: 13246.413086
	Iteration 49Q: 3 clusters Score -1.099823e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36150 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -10998244.000000 Penalty: 13246.413086
	Iteration 50Q: 3 clusters Score -1.099824e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36153 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -10998251.000000 Penalty: 13246.413086
	Iteration 51Q: 3 clusters Score -1.099825e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36156 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -10998234.000000 Penalty: 13246.413086
	Iteration 52Q: 3 clusters Score -1.099823e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36156 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -10998243.000000 Penalty: 13246.413086
	Iteration 53Q: 3 clusters Score -1.099824e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36159 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -10998239.000000 Penalty: 13246.413086
	Iteration 54Q: 3 clusters Score -1.099824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36161 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -10998247.000000 Penalty: 13246.413086
	Iteration 55Q: 3 clusters Score -1.099825e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36161 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -10998247.000000 Penalty: 13246.413086
	Iteration 56F: 3 clusters Score -1.099825e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 15315 members 
Mstep: Class 3 contains 36613 members 
Mstep: Class 4 contains 62701 members 
Mstep: Class 5 contains 3897 members 
Mstep: Class 6 contains 30230 members 
Mstep: Class 7 contains 9205 members 
Mstep: Class 8 contains 1215 members 
Mstep: Class 9 contains 9197 members 
Mstep: Class 10 contains 30262 members 
Mstep: Class 11 contains 70860 members 
Mstep: Class 12 contains 12324 members 
Mstep: Class 13 contains 938 members 
Mstep: Class 14 contains 124950 members 
Mstep: Class 15 contains 36161 members 
Mstep: Class 16 contains 2486 members 
Mstep: Class 17 contains 8271 members 
Mstep: Class 18 contains 17276 members 
Mstep: Class 19 contains 61491 members 
Mstep: Class 20 contains 63500 members 
Mstep: Class 21 contains 69035 members 
Mstep: Class 22 contains 2589 members 
Mstep: Class 23 contains 30493 members 
Mstep: Class 24 contains 13521 members 
Entering Unmasked Estep 
Score: -157234784.000000 Penalty: 198209.984375
Splitting cluster 15 changes total score from -157207216.000000 to -157234784.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 16 (2486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Entering Unmasked Estep 
Score: -502995.718750 Penalty: 4788.788574
	Iteration 0F: 2 clusters Score -502995.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -497877.281250 Penalty: 9577.577148
	Iteration 0F: 3 clusters Score -497877.3 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -499694.625000 Penalty: 9577.577148
	Iteration 1F: 3 clusters Score -499694.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -501523.062500 Penalty: 9577.577148
	Iteration 2F: 3 clusters Score -501523.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -503082.812500 Penalty: 9577.577148
	Iteration 3F: 3 clusters Score -503082.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -504381.718750 Penalty: 9577.577148
	Iteration 4F: 3 clusters Score -504381.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -505439.906250 Penalty: 9577.577148
	Iteration 5F: 3 clusters Score -505439.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -506185.062500 Penalty: 9577.577148
	Iteration 6Q: 3 clusters Score -506185.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -506568.250000 Penalty: 9577.577148
	Iteration 7Q: 3 clusters Score -506568.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -506876.562500 Penalty: 9577.577148
	Iteration 8Q: 3 clusters Score -506876.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -507133.187500 Penalty: 9577.577148
	Iteration 9Q: 3 clusters Score -507133.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -507321.750000 Penalty: 9577.577148
	Iteration 10Q: 3 clusters Score -507321.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -507540.031250 Penalty: 9577.577148
	Iteration 11Q: 3 clusters Score -507540 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -507791.406250 Penalty: 9577.577148
	Iteration 12Q: 3 clusters Score -507791.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -508119.343750 Penalty: 9577.577148
	Iteration 13Q: 3 clusters Score -508119.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -508515.406250 Penalty: 9577.577148
	Iteration 14Q: 3 clusters Score -508515.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -508899.781250 Penalty: 9577.577148
	Iteration 15Q: 3 clusters Score -508899.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -509014.625000 Penalty: 9577.577148
	Iteration 16Q: 3 clusters Score -509014.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -509024.593750 Penalty: 9577.577148
	Iteration 17Q: 3 clusters Score -509024.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -509036.531250 Penalty: 9577.577148
	Iteration 18Q: 3 clusters Score -509036.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -509046.218750 Penalty: 9577.577148
	Iteration 19Q: 3 clusters Score -509046.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -509064.031250 Penalty: 9577.577148
	Iteration 20F: 3 clusters Score -509064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -509076.250000 Penalty: 9577.577148
	Iteration 21Q: 3 clusters Score -509076.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -509085.281250 Penalty: 9577.577148
	Iteration 22Q: 3 clusters Score -509085.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -509098.031250 Penalty: 9577.577148
	Iteration 23Q: 3 clusters Score -509098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -509106.718750 Penalty: 9577.577148
	Iteration 24Q: 3 clusters Score -509106.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -509121.281250 Penalty: 9577.577148
	Iteration 25Q: 3 clusters Score -509121.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -509147.843750 Penalty: 9577.577148
	Iteration 26Q: 3 clusters Score -509147.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -509173.750000 Penalty: 9577.577148
	Iteration 27Q: 3 clusters Score -509173.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -509201.312500 Penalty: 9577.577148
	Iteration 28Q: 3 clusters Score -509201.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -509217.718750 Penalty: 9577.577148
	Iteration 29Q: 3 clusters Score -509217.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -509223.812500 Penalty: 9577.577148
	Iteration 30Q: 3 clusters Score -509223.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -509232.312500 Penalty: 9577.577148
	Iteration 31Q: 3 clusters Score -509232.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -509252.937500 Penalty: 9577.577148
	Iteration 32Q: 3 clusters Score -509252.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -509286.000000 Penalty: 9577.577148
	Iteration 33Q: 3 clusters Score -509286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -509337.531250 Penalty: 9577.577148
	Iteration 34Q: 3 clusters Score -509337.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -509404.281250 Penalty: 9577.577148
	Iteration 35Q: 3 clusters Score -509404.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -509501.812500 Penalty: 9577.577148
	Iteration 36Q: 3 clusters Score -509501.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -509760.187500 Penalty: 9577.577148
	Iteration 37Q: 3 clusters Score -509760.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -509998.218750 Penalty: 9577.577148
	Iteration 38Q: 3 clusters Score -509998.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -510060.562500 Penalty: 9577.577148
	Iteration 39Q: 3 clusters Score -510060.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -510063.500000 Penalty: 9577.577148
	Iteration 40F: 3 clusters Score -510063.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -510066.250000 Penalty: 9577.577148
	Iteration 41Q: 3 clusters Score -510066.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -510066.250000 Penalty: 9577.577148
	Iteration 42F: 3 clusters Score -510066.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 15315 members 
Mstep: Class 3 contains 36613 members 
Mstep: Class 4 contains 62701 members 
Mstep: Class 5 contains 3897 members 
Mstep: Class 6 contains 30230 members 
Mstep: Class 7 contains 9205 members 
Mstep: Class 8 contains 1215 members 
Mstep: Class 9 contains 9197 members 
Mstep: Class 10 contains 30262 members 
Mstep: Class 11 contains 70860 members 
Mstep: Class 12 contains 12324 members 
Mstep: Class 13 contains 938 members 
Mstep: Class 14 contains 124950 members 
Mstep: Class 15 contains 36161 members 
Mstep: Class 16 contains 1180 members 
Mstep: Class 17 contains 8271 members 
Mstep: Class 18 contains 17276 members 
Mstep: Class 19 contains 61491 members 
Mstep: Class 20 contains 63500 members 
Mstep: Class 21 contains 69035 members 
Mstep: Class 22 contains 2589 members 
Mstep: Class 23 contains 30493 members 
Mstep: Class 24 contains 13521 members 
Mstep: Class 25 contains 1306 members 
Entering Unmasked Estep 
Score: -157237312.000000 Penalty: 206468.734375
Splitting cluster 16 changes total score from -157207216.000000 to -157237312.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 17 (8271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Entering Unmasked Estep 
Score: -1757314.875000 Penalty: 5525.062988
	Iteration 0F: 2 clusters Score -1757315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1748160.500000 Penalty: 11050.125977
	Iteration 0F: 3 clusters Score -1748160 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1750318.250000 Penalty: 11050.125977
	Iteration 1F: 3 clusters Score -1750318 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1751215.750000 Penalty: 11050.125977
	Iteration 2F: 3 clusters Score -1751216 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1752062.125000 Penalty: 11050.125977
	Iteration 3F: 3 clusters Score -1752062 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1752684.000000 Penalty: 11050.125977
	Iteration 4F: 3 clusters Score -1752684 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1753188.875000 Penalty: 11050.125977
	Iteration 5F: 3 clusters Score -1753189 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1753551.375000 Penalty: 11050.125977
	Iteration 6Q: 3 clusters Score -1753551 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1753791.000000 Penalty: 11050.125977
	Iteration 7Q: 3 clusters Score -1753791 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1753935.375000 Penalty: 11050.125977
	Iteration 8Q: 3 clusters Score -1753935 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1754022.625000 Penalty: 11050.125977
	Iteration 9Q: 3 clusters Score -1754023 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1754091.750000 Penalty: 11050.125977
	Iteration 10Q: 3 clusters Score -1754092 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1754153.000000 Penalty: 11050.125977
	Iteration 11Q: 3 clusters Score -1754153 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1754188.875000 Penalty: 11050.125977
	Iteration 12Q: 3 clusters Score -1754189 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1754217.125000 Penalty: 11050.125977
	Iteration 13Q: 3 clusters Score -1754217 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1754240.625000 Penalty: 11050.125977
	Iteration 14Q: 3 clusters Score -1754241 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1754263.375000 Penalty: 11050.125977
	Iteration 15Q: 3 clusters Score -1754263 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1754283.125000 Penalty: 11050.125977
	Iteration 16Q: 3 clusters Score -1754283 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1754294.250000 Penalty: 11050.125977
	Iteration 17Q: 3 clusters Score -1754294 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1754314.500000 Penalty: 11050.125977
	Iteration 18Q: 3 clusters Score -1754314 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1754326.375000 Penalty: 11050.125977
	Iteration 19Q: 3 clusters Score -1754326 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1754335.375000 Penalty: 11050.125977
	Iteration 20F: 3 clusters Score -1754335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1754338.750000 Penalty: 11050.125977
	Iteration 21Q: 3 clusters Score -1754339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1754344.500000 Penalty: 11050.125977
	Iteration 22Q: 3 clusters Score -1754344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1754343.500000 Penalty: 11050.125977
	Iteration 23Q: 3 clusters Score -1754344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1754347.875000 Penalty: 11050.125977
	Iteration 24Q: 3 clusters Score -1754348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1754350.625000 Penalty: 11050.125977
	Iteration 25Q: 3 clusters Score -1754351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1754351.875000 Penalty: 11050.125977
	Iteration 26Q: 3 clusters Score -1754352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1754349.000000 Penalty: 11050.125977
	Iteration 27Q: 3 clusters Score -1754349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1754351.750000 Penalty: 11050.125977
	Iteration 28Q: 3 clusters Score -1754352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1754348.875000 Penalty: 11050.125977
	Iteration 29Q: 3 clusters Score -1754349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1754349.625000 Penalty: 11050.125977
	Iteration 30Q: 3 clusters Score -1754350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1754353.125000 Penalty: 11050.125977
	Iteration 31Q: 3 clusters Score -1754353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1754357.750000 Penalty: 11050.125977
	Iteration 32Q: 3 clusters Score -1754358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1754354.625000 Penalty: 11050.125977
	Iteration 33Q: 3 clusters Score -1754355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1754356.875000 Penalty: 11050.125977
	Iteration 34Q: 3 clusters Score -1754357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1754354.500000 Penalty: 11050.125977
	Iteration 35Q: 3 clusters Score -1754354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1754354.500000 Penalty: 11050.125977
	Iteration 36F: 3 clusters Score -1754354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Entering Unmasked Estep 
Score: -3874805.500000 Penalty: 5976.207520
	Iteration 0F: 2 clusters Score -3874806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -3860086.250000 Penalty: 11952.415039
	Iteration 0F: 3 clusters Score -3860086 nChanged 6881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -3863736.250000 Penalty: 11952.415039
	Iteration 1F: 3 clusters Score -3863736 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -3864274.000000 Penalty: 11952.415039
	Iteration 2F: 3 clusters Score -3864274 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -3864650.000000 Penalty: 11952.415039
	Iteration 3Q: 3 clusters Score -3864650 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -3864942.000000 Penalty: 11952.415039
	Iteration 4Q: 3 clusters Score -3864942 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -3865222.750000 Penalty: 11952.415039
	Iteration 5Q: 3 clusters Score -3865223 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -3865483.250000 Penalty: 11952.415039
	Iteration 6Q: 3 clusters Score -3865483 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -3865740.250000 Penalty: 11952.415039
	Iteration 7Q: 3 clusters Score -3865740 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -3865969.750000 Penalty: 11952.415039
	Iteration 8Q: 3 clusters Score -3865970 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -3866213.500000 Penalty: 11952.415039
	Iteration 9Q: 3 clusters Score -3866214 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -3866434.000000 Penalty: 11952.415039
	Iteration 10Q: 3 clusters Score -3866434 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -3866698.250000 Penalty: 11952.415039
	Iteration 11Q: 3 clusters Score -3866698 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -3867060.500000 Penalty: 11952.415039
	Iteration 12Q: 3 clusters Score -3867060 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -3867598.000000 Penalty: 11952.415039
	Iteration 13Q: 3 clusters Score -3867598 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -3868352.000000 Penalty: 11952.415039
	Iteration 14Q: 3 clusters Score -3868352 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -3869141.250000 Penalty: 11952.415039
	Iteration 15Q: 3 clusters Score -3869141 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -3869825.750000 Penalty: 11952.415039
	Iteration 16Q: 3 clusters Score -3869826 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -3870365.500000 Penalty: 11952.415039
	Iteration 17Q: 3 clusters Score -3870366 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -3870858.000000 Penalty: 11952.415039
	Iteration 18Q: 3 clusters Score -3870858 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -3871241.250000 Penalty: 11952.415039
	Iteration 19Q: 3 clusters Score -3871241 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -3871447.250000 Penalty: 11952.415039
	Iteration 20F: 3 clusters Score -3871447 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -3871594.500000 Penalty: 11952.415039
	Iteration 21Q: 3 clusters Score -3871594 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -3871671.750000 Penalty: 11952.415039
	Iteration 22Q: 3 clusters Score -3871672 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -3871760.500000 Penalty: 11952.415039
	Iteration 23Q: 3 clusters Score -3871760 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -3871790.750000 Penalty: 11952.415039
	Iteration 24Q: 3 clusters Score -3871791 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -3871843.750000 Penalty: 11952.415039
	Iteration 25Q: 3 clusters Score -3871844 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -3871880.000000 Penalty: 11952.415039
	Iteration 26Q: 3 clusters Score -3871880 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -3871907.250000 Penalty: 11952.415039
	Iteration 27Q: 3 clusters Score -3871907 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -3871931.000000 Penalty: 11952.415039
	Iteration 28Q: 3 clusters Score -3871931 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -3871951.500000 Penalty: 11952.415039
	Iteration 29Q: 3 clusters Score -3871952 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -3871974.750000 Penalty: 11952.415039
	Iteration 30Q: 3 clusters Score -3871975 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -3871994.000000 Penalty: 11952.415039
	Iteration 31Q: 3 clusters Score -3871994 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -3872008.000000 Penalty: 11952.415039
	Iteration 32Q: 3 clusters Score -3872008 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -3872035.000000 Penalty: 11952.415039
	Iteration 33Q: 3 clusters Score -3872035 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -3872061.000000 Penalty: 11952.415039
	Iteration 34Q: 3 clusters Score -3872061 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -3872085.000000 Penalty: 11952.415039
	Iteration 35Q: 3 clusters Score -3872085 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -3872119.000000 Penalty: 11952.415039
	Iteration 36Q: 3 clusters Score -3872119 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -3872142.250000 Penalty: 11952.415039
	Iteration 37Q: 3 clusters Score -3872142 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -3872162.500000 Penalty: 11952.415039
	Iteration 38Q: 3 clusters Score -3872162 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -3872196.250000 Penalty: 11952.415039
	Iteration 39Q: 3 clusters Score -3872196 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -3872227.500000 Penalty: 11952.415039
	Iteration 40F: 3 clusters Score -3872228 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -3872258.750000 Penalty: 11952.415039
	Iteration 41Q: 3 clusters Score -3872259 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -3872288.000000 Penalty: 11952.415039
	Iteration 42Q: 3 clusters Score -3872288 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -3872319.250000 Penalty: 11952.415039
	Iteration 43Q: 3 clusters Score -3872319 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -3872328.000000 Penalty: 11952.415039
	Iteration 44Q: 3 clusters Score -3872328 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -3872346.250000 Penalty: 11952.415039
	Iteration 45Q: 3 clusters Score -3872346 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -3872364.250000 Penalty: 11952.415039
	Iteration 46Q: 3 clusters Score -3872364 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -3872378.750000 Penalty: 11952.415039
	Iteration 47Q: 3 clusters Score -3872379 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -3872390.000000 Penalty: 11952.415039
	Iteration 48Q: 3 clusters Score -3872390 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -3872400.000000 Penalty: 11952.415039
	Iteration 49Q: 3 clusters Score -3872400 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -3872404.750000 Penalty: 11952.415039
	Iteration 50Q: 3 clusters Score -3872405 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -3872410.750000 Penalty: 11952.415039
	Iteration 51Q: 3 clusters Score -3872411 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -3872425.500000 Penalty: 11952.415039
	Iteration 52Q: 3 clusters Score -3872426 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -3872428.000000 Penalty: 11952.415039
	Iteration 53Q: 3 clusters Score -3872428 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -3872431.500000 Penalty: 11952.415039
	Iteration 54Q: 3 clusters Score -3872432 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -3872434.000000 Penalty: 11952.415039
	Iteration 55Q: 3 clusters Score -3872434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -3872447.250000 Penalty: 11952.415039
	Iteration 56Q: 3 clusters Score -3872447 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -3872449.250000 Penalty: 11952.415039
	Iteration 57Q: 3 clusters Score -3872449 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -3872462.250000 Penalty: 11952.415039
	Iteration 58Q: 3 clusters Score -3872462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -3872468.750000 Penalty: 11952.415039
	Iteration 59Q: 3 clusters Score -3872469 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -3872478.750000 Penalty: 11952.415039
	Iteration 60F: 3 clusters Score -3872479 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -3872476.500000 Penalty: 11952.415039
	Iteration 61Q: 3 clusters Score -3872476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -3872482.750000 Penalty: 11952.415039
	Iteration 62Q: 3 clusters Score -3872483 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -3872482.750000 Penalty: 11952.415039
	Iteration 63Q: 3 clusters Score -3872483 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -3872494.000000 Penalty: 11952.415039
	Iteration 64Q: 3 clusters Score -3872494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -3872496.750000 Penalty: 11952.415039
	Iteration 65Q: 3 clusters Score -3872497 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -3872507.750000 Penalty: 11952.415039
	Iteration 66Q: 3 clusters Score -3872508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -3872507.250000 Penalty: 11952.415039
	Iteration 67Q: 3 clusters Score -3872507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -3872509.250000 Penalty: 11952.415039
	Iteration 68Q: 3 clusters Score -3872509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -3872511.750000 Penalty: 11952.415039
	Iteration 69Q: 3 clusters Score -3872512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -3872517.500000 Penalty: 11952.415039
	Iteration 70Q: 3 clusters Score -3872518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -3872519.750000 Penalty: 11952.415039
	Iteration 71Q: 3 clusters Score -3872520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -3872511.250000 Penalty: 11952.415039
	Iteration 72Q: 3 clusters Score -3872511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -3872512.500000 Penalty: 11952.415039
	Iteration 73Q: 3 clusters Score -3872512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -3872515.750000 Penalty: 11952.415039
	Iteration 74Q: 3 clusters Score -3872516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -3872511.750000 Penalty: 11952.415039
	Iteration 75Q: 3 clusters Score -3872512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -3872518.250000 Penalty: 11952.415039
	Iteration 76Q: 3 clusters Score -3872518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -3872518.500000 Penalty: 11952.415039
	Iteration 77Q: 3 clusters Score -3872518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -3872519.000000 Penalty: 11952.415039
	Iteration 78Q: 3 clusters Score -3872519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -3872520.500000 Penalty: 11952.415039
	Iteration 79Q: 3 clusters Score -3872520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -3872519.750000 Penalty: 11952.415039
	Iteration 80F: 3 clusters Score -3872520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -3872521.000000 Penalty: 11952.415039
	Iteration 81Q: 3 clusters Score -3872521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -3872521.000000 Penalty: 11952.415039
	Iteration 82Q: 3 clusters Score -3872521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -3872521.000000 Penalty: 11952.415039
	Iteration 83F: 3 clusters Score -3872521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (61491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61491 members 
Entering Unmasked Estep 
Score: -13816913.000000 Penalty: 6753.820312
	Iteration 0F: 2 clusters Score -1.381691e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30746 members 
Mstep: Class 2 contains 30745 members 
Entering Unmasked Estep 
Score: -13773884.000000 Penalty: 13507.640625
	Iteration 0F: 3 clusters Score -1.377388e+07 nChanged 27334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 30415 members 
Entering Unmasked Estep 
Score: -13788422.000000 Penalty: 13507.640625
	Iteration 1F: 3 clusters Score -1.378842e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31194 members 
Mstep: Class 2 contains 30297 members 
Entering Unmasked Estep 
Score: -13789392.000000 Penalty: 13507.640625
	Iteration 2Q: 3 clusters Score -1.378939e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 30215 members 
Entering Unmasked Estep 
Score: -13790083.000000 Penalty: 13507.640625
	Iteration 3Q: 3 clusters Score -1.379008e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31420 members 
Mstep: Class 2 contains 30071 members 
Entering Unmasked Estep 
Score: -13790814.000000 Penalty: 13507.640625
	Iteration 4Q: 3 clusters Score -1.379081e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31654 members 
Mstep: Class 2 contains 29837 members 
Entering Unmasked Estep 
Score: -13791269.000000 Penalty: 13507.640625
	Iteration 5Q: 3 clusters Score -1.379127e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31969 members 
Mstep: Class 2 contains 29522 members 
Entering Unmasked Estep 
Score: -13791804.000000 Penalty: 13507.640625
	Iteration 6Q: 3 clusters Score -1.37918e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32365 members 
Mstep: Class 2 contains 29126 members 
Entering Unmasked Estep 
Score: -13792234.000000 Penalty: 13507.640625
	Iteration 7Q: 3 clusters Score -1.379223e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32853 members 
Mstep: Class 2 contains 28638 members 
Entering Unmasked Estep 
Score: -13792636.000000 Penalty: 13507.640625
	Iteration 8Q: 3 clusters Score -1.379264e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33458 members 
Mstep: Class 2 contains 28033 members 
Entering Unmasked Estep 
Score: -13793027.000000 Penalty: 13507.640625
	Iteration 9Q: 3 clusters Score -1.379303e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34264 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -13793466.000000 Penalty: 13507.640625
	Iteration 10Q: 3 clusters Score -1.379347e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35284 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -13793943.000000 Penalty: 13507.640625
	Iteration 11Q: 3 clusters Score -1.379394e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36630 members 
Mstep: Class 2 contains 24861 members 
Entering Unmasked Estep 
Score: -13794499.000000 Penalty: 13507.640625
	Iteration 12Q: 3 clusters Score -1.37945e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38376 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -13795266.000000 Penalty: 13507.640625
	Iteration 13Q: 3 clusters Score -1.379527e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40541 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -13796301.000000 Penalty: 13507.640625
	Iteration 14Q: 3 clusters Score -1.37963e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43250 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -13797830.000000 Penalty: 13507.640625
	Iteration 15Q: 3 clusters Score -1.379783e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46399 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -13799943.000000 Penalty: 13507.640625
	Iteration 16F: 3 clusters Score -1.379994e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49675 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -13802248.000000 Penalty: 13507.640625
	Iteration 17F: 3 clusters Score -1.380225e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52718 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -13804507.000000 Penalty: 13507.640625
	Iteration 18F: 3 clusters Score -1.380451e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55284 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -13806534.000000 Penalty: 13507.640625
	Iteration 19Q: 3 clusters Score -1.380653e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57149 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -13808007.000000 Penalty: 13507.640625
	Iteration 20F: 3 clusters Score -1.380801e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58445 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -13809069.000000 Penalty: 13507.640625
	Iteration 21Q: 3 clusters Score -1.380907e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59259 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -13809829.000000 Penalty: 13507.640625
	Iteration 22Q: 3 clusters Score -1.380983e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59747 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -13810231.000000 Penalty: 13507.640625
	Iteration 23Q: 3 clusters Score -1.381023e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60058 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -13810490.000000 Penalty: 13507.640625
	Iteration 24Q: 3 clusters Score -1.381049e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60259 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -13810691.000000 Penalty: 13507.640625
	Iteration 25Q: 3 clusters Score -1.381069e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60366 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -13810795.000000 Penalty: 13507.640625
	Iteration 26Q: 3 clusters Score -1.38108e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60444 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -13810844.000000 Penalty: 13507.640625
	Iteration 27Q: 3 clusters Score -1.381084e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60498 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -13810893.000000 Penalty: 13507.640625
	Iteration 28Q: 3 clusters Score -1.381089e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60524 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -13810925.000000 Penalty: 13507.640625
	Iteration 29Q: 3 clusters Score -1.381092e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60554 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -13810965.000000 Penalty: 13507.640625
	Iteration 30Q: 3 clusters Score -1.381096e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60569 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -13810980.000000 Penalty: 13507.640625
	Iteration 31Q: 3 clusters Score -1.381098e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60582 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -13811014.000000 Penalty: 13507.640625
	Iteration 32Q: 3 clusters Score -1.381101e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60596 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -13811014.000000 Penalty: 13507.640625
	Iteration 33Q: 3 clusters Score -1.381101e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60607 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -13811052.000000 Penalty: 13507.640625
	Iteration 34Q: 3 clusters Score -1.381105e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60615 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -13811040.000000 Penalty: 13507.640625
	Iteration 35Q: 3 clusters Score -1.381104e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60618 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -13811047.000000 Penalty: 13507.640625
	Iteration 36Q: 3 clusters Score -1.381105e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60620 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -13811060.000000 Penalty: 13507.640625
	Iteration 37Q: 3 clusters Score -1.381106e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60620 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -13811060.000000 Penalty: 13507.640625
	Iteration 38Q: 3 clusters Score -1.381106e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60621 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -13811051.000000 Penalty: 13507.640625
	Iteration 39Q: 3 clusters Score -1.381105e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60622 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -13811054.000000 Penalty: 13507.640625
	Iteration 40F: 3 clusters Score -1.381105e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60623 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -13811061.000000 Penalty: 13507.640625
	Iteration 41Q: 3 clusters Score -1.381106e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60625 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -13811065.000000 Penalty: 13507.640625
	Iteration 42Q: 3 clusters Score -1.381106e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60625 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -13811065.000000 Penalty: 13507.640625
	Iteration 43F: 3 clusters Score -1.381106e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 15315 members 
Mstep: Class 3 contains 36613 members 
Mstep: Class 4 contains 62701 members 
Mstep: Class 5 contains 3897 members 
Mstep: Class 6 contains 30230 members 
Mstep: Class 7 contains 9205 members 
Mstep: Class 8 contains 1215 members 
Mstep: Class 9 contains 9197 members 
Mstep: Class 10 contains 30262 members 
Mstep: Class 11 contains 70860 members 
Mstep: Class 12 contains 12324 members 
Mstep: Class 14 contains 124950 members 
Mstep: Class 15 contains 36161 members 
Mstep: Class 16 contains 1180 members 
Mstep: Class 17 contains 8271 members 
Mstep: Class 18 contains 17276 members 
Mstep: Class 19 contains 61491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157245008.000000 Penalty: 206468.734375
Iteration 39Q: 26 clusters Score -1.57245e+08 nChanged 14343
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 15420 members 
Mstep: Class 3 contains 36805 members 
Mstep: Class 4 contains 63218 members 
Mstep: Class 5 contains 3946 members 
Mstep: Class 6 contains 30162 members 
Mstep: Class 7 contains 9091 members 
Mstep: Class 8 contains 1213 members 
Mstep: Class 9 contains 9243 members 
Mstep: Class 10 contains 31151 members 
Mstep: Class 11 contains 70958 members 
Mstep: Class 12 contains 12091 members 
Mstep: Class 13 contains 961 members 
Mstep: Class 14 contains 126785 members 
Mstep: Class 15 contains 36881 members 
Mstep: Class 16 contains 1178 members 
Mstep: Class 17 contains 8293 members 
Mstep: Class 18 contains 18005 members 
Mstep: Class 19 contains 61485 members 
Mstep: Class 20 contains 59962 members 
Mstep: Class 21 contains 68183 members 
Mstep: Class 22 contains 2561 members 
Mstep: Class 23 contains 30015 members 
Mstep: Class 24 contains 13109 members 
Mstep: Class 25 contains 1306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157254752.000000 Penalty: 206468.734375
Iteration 40F: 26 clusters Score -1.572548e+08 nChanged 12025
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 15374 members 
Mstep: Class 3 contains 36614 members 
Mstep: Class 4 contains 62987 members 
Mstep: Class 5 contains 3945 members 
Mstep: Class 6 contains 29890 members 
Mstep: Class 7 contains 9029 members 
Mstep: Class 8 contains 1213 members 
Mstep: Class 9 contains 9065 members 
Mstep: Class 10 contains 31238 members 
Mstep: Class 11 contains 70935 members 
Mstep: Class 12 contains 11670 members 
Mstep: Class 13 contains 1005 members 
Mstep: Class 14 contains 128086 members 
Mstep: Class 15 contains 36925 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8144 members 
Mstep: Class 18 contains 17507 members 
Mstep: Class 19 contains 61428 members 
Mstep: Class 20 contains 57642 members 
Mstep: Class 21 contains 68671 members 
Mstep: Class 22 contains 2683 members 
Mstep: Class 23 contains 31978 members 
Mstep: Class 24 contains 13424 members 
Mstep: Class 25 contains 1311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157259792.000000 Penalty: 206468.734375
Iteration 41Q: 26 clusters Score -1.572598e+08 nChanged 7333
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 15348 members 
Mstep: Class 3 contains 36513 members 
Mstep: Class 4 contains 62804 members 
Mstep: Class 5 contains 3773 members 
Mstep: Class 6 contains 29707 members 
Mstep: Class 7 contains 8978 members 
Mstep: Class 8 contains 1212 members 
Mstep: Class 9 contains 8957 members 
Mstep: Class 10 contains 31403 members 
Mstep: Class 11 contains 70926 members 
Mstep: Class 12 contains 11391 members 
Mstep: Class 13 contains 991 members 
Mstep: Class 14 contains 129363 members 
Mstep: Class 15 contains 37057 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8114 members 
Mstep: Class 18 contains 17258 members 
Mstep: Class 19 contains 61439 members 
Mstep: Class 20 contains 55538 members 
Mstep: Class 21 contains 68889 members 
Mstep: Class 22 contains 2805 members 
Mstep: Class 23 contains 33372 members 
Mstep: Class 24 contains 13545 members 
Mstep: Class 25 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157262224.000000 Penalty: 206468.734375
Iteration 42Q: 26 clusters Score -1.572622e+08 nChanged 6055
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 15315 members 
Mstep: Class 3 contains 36425 members 
Mstep: Class 4 contains 62650 members 
Mstep: Class 5 contains 3620 members 
Mstep: Class 6 contains 29567 members 
Mstep: Class 7 contains 8933 members 
Mstep: Class 8 contains 1213 members 
Mstep: Class 9 contains 8878 members 
Mstep: Class 10 contains 31572 members 
Mstep: Class 11 contains 70920 members 
Mstep: Class 12 contains 11169 members 
Mstep: Class 13 contains 987 members 
Mstep: Class 14 contains 130536 members 
Mstep: Class 15 contains 37191 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8104 members 
Mstep: Class 18 contains 17083 members 
Mstep: Class 19 contains 61446 members 
Mstep: Class 20 contains 53445 members 
Mstep: Class 21 contains 69020 members 
Mstep: Class 22 contains 2942 members 
Mstep: Class 23 contains 34719 members 
Mstep: Class 24 contains 13615 members 
Mstep: Class 25 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157265008.000000 Penalty: 206468.734375
Iteration 43Q: 26 clusters Score -1.57265e+08 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 15302 members 
Mstep: Class 3 contains 36349 members 
Mstep: Class 4 contains 62562 members 
Mstep: Class 5 contains 3498 members 
Mstep: Class 6 contains 29480 members 
Mstep: Class 7 contains 8908 members 
Mstep: Class 8 contains 1217 members 
Mstep: Class 9 contains 8888 members 
Mstep: Class 10 contains 31684 members 
Mstep: Class 11 contains 70922 members 
Mstep: Class 12 contains 10990 members 
Mstep: Class 13 contains 993 members 
Mstep: Class 14 contains 131486 members 
Mstep: Class 15 contains 37313 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8102 members 
Mstep: Class 18 contains 16907 members 
Mstep: Class 19 contains 61449 members 
Mstep: Class 20 contains 51413 members 
Mstep: Class 21 contains 69103 members 
Mstep: Class 22 contains 3038 members 
Mstep: Class 23 contains 36070 members 
Mstep: Class 24 contains 13660 members 
Mstep: Class 25 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157267504.000000 Penalty: 206468.734375
Iteration 44Q: 26 clusters Score -1.572675e+08 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 15282 members 
Mstep: Class 3 contains 36293 members 
Mstep: Class 4 contains 62488 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 29404 members 
Mstep: Class 7 contains 8885 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 8930 members 
Mstep: Class 10 contains 31794 members 
Mstep: Class 11 contains 70937 members 
Mstep: Class 12 contains 10837 members 
Mstep: Class 13 contains 993 members 
Mstep: Class 14 contains 132439 members 
Mstep: Class 15 contains 37405 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8113 members 
Mstep: Class 18 contains 16699 members 
Mstep: Class 19 contains 61439 members 
Mstep: Class 20 contains 49469 members 
Mstep: Class 21 contains 69164 members 
Mstep: Class 22 contains 3054 members 
Mstep: Class 23 contains 37394 members 
Mstep: Class 24 contains 13684 members 
Mstep: Class 25 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157268528.000000 Penalty: 206468.734375
Iteration 45Q: 26 clusters Score -1.572685e+08 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 15274 members 
Mstep: Class 3 contains 36257 members 
Mstep: Class 4 contains 62415 members 
Mstep: Class 5 contains 3258 members 
Mstep: Class 6 contains 29345 members 
Mstep: Class 7 contains 8872 members 
Mstep: Class 8 contains 1249 members 
Mstep: Class 9 contains 8994 members 
Mstep: Class 10 contains 31894 members 
Mstep: Class 11 contains 70948 members 
Mstep: Class 12 contains 10701 members 
Mstep: Class 13 contains 993 members 
Mstep: Class 14 contains 133308 members 
Mstep: Class 15 contains 37500 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8129 members 
Mstep: Class 18 contains 16476 members 
Mstep: Class 19 contains 61441 members 
Mstep: Class 20 contains 47618 members 
Mstep: Class 21 contains 69209 members 
Mstep: Class 22 contains 3043 members 
Mstep: Class 23 contains 38664 members 
Mstep: Class 24 contains 13701 members 
Mstep: Class 25 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157268928.000000 Penalty: 206468.734375
Iteration 46Q: 26 clusters Score -1.572689e+08 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 15242 members 
Mstep: Class 3 contains 36237 members 
Mstep: Class 4 contains 62366 members 
Mstep: Class 5 contains 3167 members 
Mstep: Class 6 contains 29291 members 
Mstep: Class 7 contains 8863 members 
Mstep: Class 8 contains 1279 members 
Mstep: Class 9 contains 9034 members 
Mstep: Class 10 contains 31969 members 
Mstep: Class 11 contains 70960 members 
Mstep: Class 12 contains 10591 members 
Mstep: Class 13 contains 990 members 
Mstep: Class 14 contains 134032 members 
Mstep: Class 15 contains 37582 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8138 members 
Mstep: Class 18 contains 16253 members 
Mstep: Class 19 contains 61447 members 
Mstep: Class 20 contains 45923 members 
Mstep: Class 21 contains 69242 members 
Mstep: Class 22 contains 3019 members 
Mstep: Class 23 contains 39927 members 
Mstep: Class 24 contains 13716 members 
Mstep: Class 25 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157269808.000000 Penalty: 206468.734375
Iteration 47Q: 26 clusters Score -1.572698e+08 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 15236 members 
Mstep: Class 3 contains 36219 members 
Mstep: Class 4 contains 62342 members 
Mstep: Class 5 contains 3066 members 
Mstep: Class 6 contains 29252 members 
Mstep: Class 7 contains 8867 members 
Mstep: Class 8 contains 1328 members 
Mstep: Class 9 contains 9074 members 
Mstep: Class 10 contains 32031 members 
Mstep: Class 11 contains 70973 members 
Mstep: Class 12 contains 10499 members 
Mstep: Class 13 contains 988 members 
Mstep: Class 14 contains 134634 members 
Mstep: Class 15 contains 37649 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8123 members 
Mstep: Class 18 contains 16086 members 
Mstep: Class 19 contains 61454 members 
Mstep: Class 20 contains 44378 members 
Mstep: Class 21 contains 69263 members 
Mstep: Class 22 contains 2974 members 
Mstep: Class 23 contains 41080 members 
Mstep: Class 24 contains 13738 members 
Mstep: Class 25 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157271632.000000 Penalty: 206468.734375
Iteration 48Q: 26 clusters Score -1.572716e+08 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 15223 members 
Mstep: Class 3 contains 36195 members 
Mstep: Class 4 contains 62320 members 
Mstep: Class 5 contains 2971 members 
Mstep: Class 6 contains 29214 members 
Mstep: Class 7 contains 8856 members 
Mstep: Class 8 contains 1336 members 
Mstep: Class 9 contains 9107 members 
Mstep: Class 10 contains 32090 members 
Mstep: Class 11 contains 70971 members 
Mstep: Class 12 contains 10420 members 
Mstep: Class 13 contains 987 members 
Mstep: Class 14 contains 135241 members 
Mstep: Class 15 contains 37720 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8123 members 
Mstep: Class 18 contains 15908 members 
Mstep: Class 19 contains 61459 members 
Mstep: Class 20 contains 42913 members 
Mstep: Class 21 contains 69285 members 
Mstep: Class 22 contains 2974 members 
Mstep: Class 23 contains 42174 members 
Mstep: Class 24 contains 13755 members 
Mstep: Class 25 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157272704.000000 Penalty: 206468.734375
Iteration 49Q: 26 clusters Score -1.572727e+08 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 15203 members 
Mstep: Class 3 contains 36170 members 
Mstep: Class 4 contains 62284 members 
Mstep: Class 5 contains 2871 members 
Mstep: Class 6 contains 29187 members 
Mstep: Class 7 contains 8847 members 
Mstep: Class 8 contains 1336 members 
Mstep: Class 9 contains 9161 members 
Mstep: Class 10 contains 32133 members 
Mstep: Class 11 contains 70973 members 
Mstep: Class 12 contains 10348 members 
Mstep: Class 13 contains 986 members 
Mstep: Class 14 contains 135831 members 
Mstep: Class 15 contains 37764 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8130 members 
Mstep: Class 18 contains 15723 members 
Mstep: Class 19 contains 61457 members 
Mstep: Class 20 contains 41564 members 
Mstep: Class 21 contains 69297 members 
Mstep: Class 22 contains 2977 members 
Mstep: Class 23 contains 43214 members 
Mstep: Class 24 contains 13769 members 
Mstep: Class 25 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157273424.000000 Penalty: 206468.734375
Iteration 50Q: 26 clusters Score -1.572734e+08 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 15172 members 
Mstep: Class 3 contains 36144 members 
Mstep: Class 4 contains 62250 members 
Mstep: Class 5 contains 2763 members 
Mstep: Class 6 contains 29166 members 
Mstep: Class 7 contains 8842 members 
Mstep: Class 8 contains 1336 members 
Mstep: Class 9 contains 9209 members 
Mstep: Class 10 contains 32172 members 
Mstep: Class 11 contains 70979 members 
Mstep: Class 12 contains 10277 members 
Mstep: Class 13 contains 986 members 
Mstep: Class 14 contains 136450 members 
Mstep: Class 15 contains 37809 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8149 members 
Mstep: Class 18 contains 15551 members 
Mstep: Class 19 contains 61455 members 
Mstep: Class 20 contains 40281 members 
Mstep: Class 21 contains 69310 members 
Mstep: Class 22 contains 2977 members 
Mstep: Class 23 contains 44151 members 
Mstep: Class 24 contains 13786 members 
Mstep: Class 25 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157273424.000000 Penalty: 206468.734375
Iteration 51Q: 26 clusters Score -1.572734e+08 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 15159 members 
Mstep: Class 3 contains 36128 members 
Mstep: Class 4 contains 62222 members 
Mstep: Class 5 contains 2647 members 
Mstep: Class 6 contains 29145 members 
Mstep: Class 7 contains 8842 members 
Mstep: Class 8 contains 1336 members 
Mstep: Class 9 contains 9238 members 
Mstep: Class 10 contains 32210 members 
Mstep: Class 11 contains 70988 members 
Mstep: Class 12 contains 10219 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 136991 members 
Mstep: Class 15 contains 37847 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8161 members 
Mstep: Class 18 contains 15361 members 
Mstep: Class 19 contains 61458 members 
Mstep: Class 20 contains 39140 members 
Mstep: Class 21 contains 69324 members 
Mstep: Class 22 contains 2978 members 
Mstep: Class 23 contains 45023 members 
Mstep: Class 24 contains 13806 members 
Mstep: Class 25 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157273616.000000 Penalty: 206468.734375
Iteration 52Q: 26 clusters Score -1.572736e+08 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 15157 members 
Mstep: Class 3 contains 36118 members 
Mstep: Class 4 contains 62189 members 
Mstep: Class 5 contains 2557 members 
Mstep: Class 6 contains 29132 members 
Mstep: Class 7 contains 8842 members 
Mstep: Class 8 contains 1336 members 
Mstep: Class 9 contains 9258 members 
Mstep: Class 10 contains 32243 members 
Mstep: Class 11 contains 70995 members 
Mstep: Class 12 contains 10172 members 
Mstep: Class 13 contains 983 members 
Mstep: Class 14 contains 137495 members 
Mstep: Class 15 contains 37902 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8168 members 
Mstep: Class 18 contains 15197 members 
Mstep: Class 19 contains 61454 members 
Mstep: Class 20 contains 38039 members 
Mstep: Class 21 contains 69324 members 
Mstep: Class 22 contains 2978 members 
Mstep: Class 23 contains 45840 members 
Mstep: Class 24 contains 13810 members 
Mstep: Class 25 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157274048.000000 Penalty: 206468.734375
Iteration 53Q: 26 clusters Score -1.57274e+08 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 15139 members 
Mstep: Class 3 contains 36111 members 
Mstep: Class 4 contains 62155 members 
Mstep: Class 5 contains 2471 members 
Mstep: Class 6 contains 29125 members 
Mstep: Class 7 contains 8842 members 
Mstep: Class 8 contains 1336 members 
Mstep: Class 9 contains 9278 members 
Mstep: Class 10 contains 32274 members 
Mstep: Class 11 contains 70993 members 
Mstep: Class 12 contains 10134 members 
Mstep: Class 13 contains 983 members 
Mstep: Class 14 contains 137996 members 
Mstep: Class 15 contains 37924 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8171 members 
Mstep: Class 18 contains 15031 members 
Mstep: Class 19 contains 61455 members 
Mstep: Class 20 contains 37042 members 
Mstep: Class 21 contains 69334 members 
Mstep: Class 22 contains 2978 members 
Mstep: Class 23 contains 46594 members 
Mstep: Class 24 contains 13818 members 
Mstep: Class 25 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157274512.000000 Penalty: 206468.734375
Iteration 54Q: 26 clusters Score -1.572745e+08 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 15141 members 
Mstep: Class 3 contains 36096 members 
Mstep: Class 4 contains 62112 members 
Mstep: Class 5 contains 2398 members 
Mstep: Class 6 contains 29119 members 
Mstep: Class 7 contains 8847 members 
Mstep: Class 8 contains 1336 members 
Mstep: Class 9 contains 9306 members 
Mstep: Class 10 contains 32310 members 
Mstep: Class 11 contains 70987 members 
Mstep: Class 12 contains 10114 members 
Mstep: Class 13 contains 981 members 
Mstep: Class 14 contains 138378 members 
Mstep: Class 15 contains 37939 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8180 members 
Mstep: Class 18 contains 14889 members 
Mstep: Class 19 contains 61446 members 
Mstep: Class 20 contains 36161 members 
Mstep: Class 21 contains 69333 members 
Mstep: Class 22 contains 2978 members 
Mstep: Class 23 contains 47300 members 
Mstep: Class 24 contains 13825 members 
Mstep: Class 25 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157275104.000000 Penalty: 206468.734375
Iteration 55Q: 26 clusters Score -1.572751e+08 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 15131 members 
Mstep: Class 3 contains 36080 members 
Mstep: Class 4 contains 62082 members 
Mstep: Class 5 contains 2351 members 
Mstep: Class 6 contains 29112 members 
Mstep: Class 7 contains 8851 members 
Mstep: Class 8 contains 1336 members 
Mstep: Class 9 contains 9324 members 
Mstep: Class 10 contains 32342 members 
Mstep: Class 11 contains 70994 members 
Mstep: Class 12 contains 10097 members 
Mstep: Class 13 contains 978 members 
Mstep: Class 14 contains 138702 members 
Mstep: Class 15 contains 37955 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8190 members 
Mstep: Class 18 contains 14753 members 
Mstep: Class 19 contains 61437 members 
Mstep: Class 20 contains 35363 members 
Mstep: Class 21 contains 69343 members 
Mstep: Class 22 contains 2978 members 
Mstep: Class 23 contains 47946 members 
Mstep: Class 24 contains 13829 members 
Mstep: Class 25 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157275168.000000 Penalty: 206468.734375
Iteration 56Q: 26 clusters Score -1.572752e+08 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 15113 members 
Mstep: Class 3 contains 36063 members 
Mstep: Class 4 contains 62057 members 
Mstep: Class 5 contains 2303 members 
Mstep: Class 6 contains 29107 members 
Mstep: Class 7 contains 8861 members 
Mstep: Class 8 contains 1336 members 
Mstep: Class 9 contains 9343 members 
Mstep: Class 10 contains 32381 members 
Mstep: Class 11 contains 70987 members 
Mstep: Class 12 contains 10072 members 
Mstep: Class 13 contains 978 members 
Mstep: Class 14 contains 139049 members 
Mstep: Class 15 contains 37965 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8206 members 
Mstep: Class 18 contains 14609 members 
Mstep: Class 19 contains 61439 members 
Mstep: Class 20 contains 34639 members 
Mstep: Class 21 contains 69349 members 
Mstep: Class 22 contains 2978 members 
Mstep: Class 23 contains 48496 members 
Mstep: Class 24 contains 13836 members 
Mstep: Class 25 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157275424.000000 Penalty: 206468.734375
Iteration 57Q: 26 clusters Score -1.572754e+08 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 15095 members 
Mstep: Class 3 contains 36054 members 
Mstep: Class 4 contains 62031 members 
Mstep: Class 5 contains 2253 members 
Mstep: Class 6 contains 29106 members 
Mstep: Class 7 contains 8866 members 
Mstep: Class 8 contains 1336 members 
Mstep: Class 9 contains 9357 members 
Mstep: Class 10 contains 32413 members 
Mstep: Class 11 contains 70984 members 
Mstep: Class 12 contains 10031 members 
Mstep: Class 13 contains 976 members 
Mstep: Class 14 contains 139405 members 
Mstep: Class 15 contains 37976 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8221 members 
Mstep: Class 18 contains 14496 members 
Mstep: Class 19 contains 61439 members 
Mstep: Class 20 contains 33969 members 
Mstep: Class 21 contains 69350 members 
Mstep: Class 22 contains 2978 members 
Mstep: Class 23 contains 48984 members 
Mstep: Class 24 contains 13840 members 
Mstep: Class 25 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157275536.000000 Penalty: 206468.734375
Iteration 58Q: 26 clusters Score -1.572755e+08 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 15090 members 
Mstep: Class 3 contains 36049 members 
Mstep: Class 4 contains 62013 members 
Mstep: Class 5 contains 2214 members 
Mstep: Class 6 contains 29103 members 
Mstep: Class 7 contains 8871 members 
Mstep: Class 8 contains 1336 members 
Mstep: Class 9 contains 9367 members 
Mstep: Class 10 contains 32439 members 
Mstep: Class 11 contains 70977 members 
Mstep: Class 12 contains 10007 members 
Mstep: Class 13 contains 976 members 
Mstep: Class 14 contains 139716 members 
Mstep: Class 15 contains 37987 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8220 members 
Mstep: Class 18 contains 14394 members 
Mstep: Class 19 contains 61439 members 
Mstep: Class 20 contains 33392 members 
Mstep: Class 21 contains 69347 members 
Mstep: Class 22 contains 2978 members 
Mstep: Class 23 contains 49394 members 
Mstep: Class 24 contains 13847 members 
Mstep: Class 25 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157275888.000000 Penalty: 206468.734375
Iteration 59Q: 26 clusters Score -1.572759e+08 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 15073 members 
Mstep: Class 3 contains 36036 members 
Mstep: Class 4 contains 62001 members 
Mstep: Class 5 contains 2178 members 
Mstep: Class 6 contains 29100 members 
Mstep: Class 7 contains 8871 members 
Mstep: Class 8 contains 1336 members 
Mstep: Class 9 contains 9387 members 
Mstep: Class 10 contains 32464 members 
Mstep: Class 11 contains 70982 members 
Mstep: Class 12 contains 9980 members 
Mstep: Class 13 contains 976 members 
Mstep: Class 14 contains 139957 members 
Mstep: Class 15 contains 38009 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8227 members 
Mstep: Class 18 contains 14304 members 
Mstep: Class 19 contains 61436 members 
Mstep: Class 20 contains 32893 members 
Mstep: Class 21 contains 69348 members 
Mstep: Class 22 contains 2979 members 
Mstep: Class 23 contains 49762 members 
Mstep: Class 24 contains 13854 members 
Mstep: Class 25 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157276896.000000 Penalty: 206468.734375
Iteration 60F: 26 clusters Score -1.572769e+08 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 15062 members 
Mstep: Class 3 contains 36030 members 
Mstep: Class 4 contains 61995 members 
Mstep: Class 5 contains 2135 members 
Mstep: Class 6 contains 29102 members 
Mstep: Class 7 contains 8874 members 
Mstep: Class 8 contains 1335 members 
Mstep: Class 9 contains 9411 members 
Mstep: Class 10 contains 32469 members 
Mstep: Class 11 contains 70981 members 
Mstep: Class 12 contains 9967 members 
Mstep: Class 13 contains 986 members 
Mstep: Class 14 contains 140208 members 
Mstep: Class 15 contains 38028 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8236 members 
Mstep: Class 18 contains 14220 members 
Mstep: Class 19 contains 61431 members 
Mstep: Class 20 contains 32460 members 
Mstep: Class 21 contains 69340 members 
Mstep: Class 22 contains 2979 members 
Mstep: Class 23 contains 50059 members 
Mstep: Class 24 contains 13857 members 
Mstep: Class 25 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157277200.000000 Penalty: 206468.734375
Iteration 61Q: 26 clusters Score -1.572772e+08 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 15047 members 
Mstep: Class 3 contains 36024 members 
Mstep: Class 4 contains 61983 members 
Mstep: Class 5 contains 2048 members 
Mstep: Class 6 contains 29100 members 
Mstep: Class 7 contains 8877 members 
Mstep: Class 8 contains 1335 members 
Mstep: Class 9 contains 9429 members 
Mstep: Class 10 contains 32482 members 
Mstep: Class 11 contains 70978 members 
Mstep: Class 12 contains 9956 members 
Mstep: Class 13 contains 954 members 
Mstep: Class 14 contains 140433 members 
Mstep: Class 15 contains 38053 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8245 members 
Mstep: Class 18 contains 14160 members 
Mstep: Class 19 contains 61429 members 
Mstep: Class 20 contains 32107 members 
Mstep: Class 21 contains 69345 members 
Mstep: Class 22 contains 2979 members 
Mstep: Class 23 contains 50316 members 
Mstep: Class 24 contains 13858 members 
Mstep: Class 25 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157276864.000000 Penalty: 206468.734375
Iteration 62Q: 26 clusters Score -1.572769e+08 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 15038 members 
Mstep: Class 3 contains 36024 members 
Mstep: Class 4 contains 61973 members 
Mstep: Class 5 contains 1974 members 
Mstep: Class 6 contains 29099 members 
Mstep: Class 7 contains 8878 members 
Mstep: Class 8 contains 1335 members 
Mstep: Class 9 contains 9446 members 
Mstep: Class 10 contains 32500 members 
Mstep: Class 11 contains 70980 members 
Mstep: Class 12 contains 9950 members 
Mstep: Class 13 contains 938 members 
Mstep: Class 14 contains 140708 members 
Mstep: Class 15 contains 38074 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8248 members 
Mstep: Class 18 contains 14107 members 
Mstep: Class 19 contains 61428 members 
Mstep: Class 20 contains 31720 members 
Mstep: Class 21 contains 69349 members 
Mstep: Class 22 contains 2979 members 
Mstep: Class 23 contains 50521 members 
Mstep: Class 24 contains 13853 members 
Mstep: Class 25 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157277280.000000 Penalty: 206468.734375
Iteration 63Q: 26 clusters Score -1.572773e+08 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 15028 members 
Mstep: Class 3 contains 36022 members 
Mstep: Class 4 contains 61965 members 
Mstep: Class 5 contains 1928 members 
Mstep: Class 6 contains 29098 members 
Mstep: Class 7 contains 8877 members 
Mstep: Class 8 contains 1335 members 
Mstep: Class 9 contains 9455 members 
Mstep: Class 10 contains 32511 members 
Mstep: Class 11 contains 70980 members 
Mstep: Class 12 contains 9937 members 
Mstep: Class 13 contains 915 members 
Mstep: Class 14 contains 140971 members 
Mstep: Class 15 contains 38091 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8250 members 
Mstep: Class 18 contains 14053 members 
Mstep: Class 19 contains 61427 members 
Mstep: Class 20 contains 31374 members 
Mstep: Class 21 contains 69352 members 
Mstep: Class 22 contains 2978 members 
Mstep: Class 23 contains 50703 members 
Mstep: Class 24 contains 13853 members 
Mstep: Class 25 contains 1312 members 
Entering Unmasked Estep 
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Iteration 64Q: 26 clusters Score -1.572775e+08 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 15020 members 
Mstep: Class 3 contains 36015 members 
Mstep: Class 4 contains 61957 members 
Mstep: Class 5 contains 1884 members 
Mstep: Class 6 contains 29096 members 
Mstep: Class 7 contains 8878 members 
Mstep: Class 8 contains 1335 members 
Mstep: Class 9 contains 9462 members 
Mstep: Class 10 contains 32527 members 
Mstep: Class 11 contains 70982 members 
Mstep: Class 12 contains 9932 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 141175 members 
Mstep: Class 15 contains 38116 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8247 members 
Mstep: Class 18 contains 14023 members 
Mstep: Class 19 contains 61427 members 
Mstep: Class 20 contains 31083 members 
Mstep: Class 21 contains 69354 members 
Mstep: Class 22 contains 2974 members 
Mstep: Class 23 contains 50853 members 
Mstep: Class 24 contains 13850 members 
Mstep: Class 25 contains 1312 members 
Entering Unmasked Estep 
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Score: -157277520.000000 Penalty: 206468.734375
Iteration 65Q: 26 clusters Score -1.572775e+08 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 15019 members 
Mstep: Class 3 contains 36002 members 
Mstep: Class 4 contains 61952 members 
Mstep: Class 5 contains 1856 members 
Mstep: Class 6 contains 29096 members 
Mstep: Class 7 contains 8874 members 
Mstep: Class 8 contains 1335 members 
Mstep: Class 9 contains 9473 members 
Mstep: Class 10 contains 32542 members 
Mstep: Class 11 contains 70984 members 
Mstep: Class 12 contains 9931 members 
Mstep: Class 13 contains 891 members 
Mstep: Class 14 contains 141345 members 
Mstep: Class 15 contains 38133 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8252 members 
Mstep: Class 18 contains 13987 members 
Mstep: Class 19 contains 61417 members 
Mstep: Class 20 contains 30820 members 
Mstep: Class 21 contains 69348 members 
Mstep: Class 22 contains 2965 members 
Mstep: Class 23 contains 51002 members 
Mstep: Class 24 contains 13848 members 
Mstep: Class 25 contains 1313 members 
Entering Unmasked Estep 
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Iteration 66Q: 26 clusters Score -1.572778e+08 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 15018 members 
Mstep: Class 3 contains 35998 members 
Mstep: Class 4 contains 61952 members 
Mstep: Class 5 contains 1828 members 
Mstep: Class 6 contains 29092 members 
Mstep: Class 7 contains 8877 members 
Mstep: Class 8 contains 1335 members 
Mstep: Class 9 contains 9481 members 
Mstep: Class 10 contains 32545 members 
Mstep: Class 11 contains 70986 members 
Mstep: Class 12 contains 9924 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 141505 members 
Mstep: Class 15 contains 38151 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8255 members 
Mstep: Class 18 contains 13954 members 
Mstep: Class 19 contains 61414 members 
Mstep: Class 20 contains 30589 members 
Mstep: Class 21 contains 69345 members 
Mstep: Class 22 contains 2956 members 
Mstep: Class 23 contains 51122 members 
Mstep: Class 24 contains 13847 members 
Mstep: Class 25 contains 1313 members 
Entering Unmasked Estep 
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Iteration 67Q: 26 clusters Score -1.572778e+08 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 15015 members 
Mstep: Class 3 contains 35991 members 
Mstep: Class 4 contains 61945 members 
Mstep: Class 5 contains 1805 members 
Mstep: Class 6 contains 29088 members 
Mstep: Class 7 contains 8882 members 
Mstep: Class 8 contains 1335 members 
Mstep: Class 9 contains 9485 members 
Mstep: Class 10 contains 32548 members 
Mstep: Class 11 contains 70985 members 
Mstep: Class 12 contains 9922 members 
Mstep: Class 13 contains 891 members 
Mstep: Class 14 contains 141616 members 
Mstep: Class 15 contains 38171 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8258 members 
Mstep: Class 18 contains 13922 members 
Mstep: Class 19 contains 61415 members 
Mstep: Class 20 contains 30406 members 
Mstep: Class 21 contains 69340 members 
Mstep: Class 22 contains 2950 members 
Mstep: Class 23 contains 51250 members 
Mstep: Class 24 contains 13842 members 
Mstep: Class 25 contains 1313 members 
Entering Unmasked Estep 
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Iteration 68Q: 26 clusters Score -1.572781e+08 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 15008 members 
Mstep: Class 3 contains 35991 members 
Mstep: Class 4 contains 61941 members 
Mstep: Class 5 contains 1782 members 
Mstep: Class 6 contains 29087 members 
Mstep: Class 7 contains 8886 members 
Mstep: Class 8 contains 1335 members 
Mstep: Class 9 contains 9491 members 
Mstep: Class 10 contains 32554 members 
Mstep: Class 11 contains 70986 members 
Mstep: Class 12 contains 9919 members 
Mstep: Class 13 contains 883 members 
Mstep: Class 14 contains 141721 members 
Mstep: Class 15 contains 38186 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8260 members 
Mstep: Class 18 contains 13890 members 
Mstep: Class 19 contains 61416 members 
Mstep: Class 20 contains 30241 members 
Mstep: Class 21 contains 69340 members 
Mstep: Class 22 contains 2942 members 
Mstep: Class 23 contains 51354 members 
Mstep: Class 24 contains 13837 members 
Mstep: Class 25 contains 1314 members 
Entering Unmasked Estep 
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Iteration 69Q: 26 clusters Score -1.572786e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 15002 members 
Mstep: Class 3 contains 35988 members 
Mstep: Class 4 contains 61936 members 
Mstep: Class 5 contains 1759 members 
Mstep: Class 6 contains 29085 members 
Mstep: Class 7 contains 8892 members 
Mstep: Class 8 contains 1335 members 
Mstep: Class 9 contains 9504 members 
Mstep: Class 10 contains 32556 members 
Mstep: Class 11 contains 70983 members 
Mstep: Class 12 contains 9921 members 
Mstep: Class 13 contains 877 members 
Mstep: Class 14 contains 141801 members 
Mstep: Class 15 contains 38190 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8263 members 
Mstep: Class 18 contains 13862 members 
Mstep: Class 19 contains 61411 members 
Mstep: Class 20 contains 30112 members 
Mstep: Class 21 contains 69342 members 
Mstep: Class 22 contains 2940 members 
Mstep: Class 23 contains 51447 members 
Mstep: Class 24 contains 13837 members 
Mstep: Class 25 contains 1314 members 
Entering Unmasked Estep 
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Iteration 70Q: 26 clusters Score -1.572786e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 14998 members 
Mstep: Class 3 contains 35984 members 
Mstep: Class 4 contains 61934 members 
Mstep: Class 5 contains 1740 members 
Mstep: Class 6 contains 29080 members 
Mstep: Class 7 contains 8895 members 
Mstep: Class 8 contains 1335 members 
Mstep: Class 9 contains 9514 members 
Mstep: Class 10 contains 32557 members 
Mstep: Class 11 contains 70985 members 
Mstep: Class 12 contains 9921 members 
Mstep: Class 13 contains 873 members 
Mstep: Class 14 contains 141862 members 
Mstep: Class 15 contains 38192 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8265 members 
Mstep: Class 18 contains 13842 members 
Mstep: Class 19 contains 61407 members 
Mstep: Class 20 contains 29997 members 
Mstep: Class 21 contains 69339 members 
Mstep: Class 22 contains 2940 members 
Mstep: Class 23 contains 51540 members 
Mstep: Class 24 contains 13841 members 
Mstep: Class 25 contains 1314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157278800.000000 Penalty: 206468.734375
Iteration 71Q: 26 clusters Score -1.572788e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 14994 members 
Mstep: Class 3 contains 35982 members 
Mstep: Class 4 contains 61933 members 
Mstep: Class 5 contains 1725 members 
Mstep: Class 6 contains 29077 members 
Mstep: Class 7 contains 8895 members 
Mstep: Class 8 contains 1335 members 
Mstep: Class 9 contains 9520 members 
Mstep: Class 10 contains 32557 members 
Mstep: Class 11 contains 70983 members 
Mstep: Class 12 contains 9917 members 
Mstep: Class 13 contains 872 members 
Mstep: Class 14 contains 141917 members 
Mstep: Class 15 contains 38192 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8269 members 
Mstep: Class 18 contains 13815 members 
Mstep: Class 19 contains 61407 members 
Mstep: Class 20 contains 29881 members 
Mstep: Class 21 contains 69339 members 
Mstep: Class 22 contains 2940 members 
Mstep: Class 23 contains 51642 members 
Mstep: Class 24 contains 13846 members 
Mstep: Class 25 contains 1314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157278672.000000 Penalty: 206468.734375
Iteration 72Q: 26 clusters Score -1.572787e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 14990 members 
Mstep: Class 3 contains 35979 members 
Mstep: Class 4 contains 61932 members 
Mstep: Class 5 contains 1714 members 
Mstep: Class 6 contains 29076 members 
Mstep: Class 7 contains 8896 members 
Mstep: Class 8 contains 1335 members 
Mstep: Class 9 contains 9531 members 
Mstep: Class 10 contains 32561 members 
Mstep: Class 11 contains 70986 members 
Mstep: Class 12 contains 9920 members 
Mstep: Class 13 contains 870 members 
Mstep: Class 14 contains 141966 members 
Mstep: Class 15 contains 38187 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8275 members 
Mstep: Class 18 contains 13794 members 
Mstep: Class 19 contains 61408 members 
Mstep: Class 20 contains 29777 members 
Mstep: Class 21 contains 69339 members 
Mstep: Class 22 contains 2940 members 
Mstep: Class 23 contains 51714 members 
Mstep: Class 24 contains 13846 members 
Mstep: Class 25 contains 1314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157278688.000000 Penalty: 206468.734375
Iteration 73Q: 26 clusters Score -1.572787e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 14984 members 
Mstep: Class 3 contains 35978 members 
Mstep: Class 4 contains 61930 members 
Mstep: Class 5 contains 1699 members 
Mstep: Class 6 contains 29076 members 
Mstep: Class 7 contains 8898 members 
Mstep: Class 8 contains 1335 members 
Mstep: Class 9 contains 9531 members 
Mstep: Class 10 contains 32565 members 
Mstep: Class 11 contains 70985 members 
Mstep: Class 12 contains 9926 members 
Mstep: Class 13 contains 869 members 
Mstep: Class 14 contains 142001 members 
Mstep: Class 15 contains 38182 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8278 members 
Mstep: Class 18 contains 13760 members 
Mstep: Class 19 contains 61411 members 
Mstep: Class 20 contains 29699 members 
Mstep: Class 21 contains 69342 members 
Mstep: Class 22 contains 2940 members 
Mstep: Class 23 contains 51797 members 
Mstep: Class 24 contains 13847 members 
Mstep: Class 25 contains 1314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157278576.000000 Penalty: 206468.734375
Iteration 74Q: 26 clusters Score -1.572786e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 14979 members 
Mstep: Class 3 contains 35978 members 
Mstep: Class 4 contains 61931 members 
Mstep: Class 5 contains 1688 members 
Mstep: Class 6 contains 29074 members 
Mstep: Class 7 contains 8897 members 
Mstep: Class 8 contains 1335 members 
Mstep: Class 9 contains 9538 members 
Mstep: Class 10 contains 32571 members 
Mstep: Class 11 contains 70986 members 
Mstep: Class 12 contains 9929 members 
Mstep: Class 13 contains 868 members 
Mstep: Class 14 contains 142034 members 
Mstep: Class 15 contains 38173 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8280 members 
Mstep: Class 18 contains 13717 members 
Mstep: Class 19 contains 61410 members 
Mstep: Class 20 contains 29620 members 
Mstep: Class 21 contains 69343 members 
Mstep: Class 22 contains 2940 members 
Mstep: Class 23 contains 51893 members 
Mstep: Class 24 contains 13846 members 
Mstep: Class 25 contains 1314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157278704.000000 Penalty: 206468.734375
Iteration 75Q: 26 clusters Score -1.572787e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 14976 members 
Mstep: Class 3 contains 35971 members 
Mstep: Class 4 contains 61927 members 
Mstep: Class 5 contains 1682 members 
Mstep: Class 6 contains 29073 members 
Mstep: Class 7 contains 8898 members 
Mstep: Class 8 contains 1335 members 
Mstep: Class 9 contains 9539 members 
Mstep: Class 10 contains 32573 members 
Mstep: Class 11 contains 70989 members 
Mstep: Class 12 contains 9929 members 
Mstep: Class 13 contains 868 members 
Mstep: Class 14 contains 142058 members 
Mstep: Class 15 contains 38162 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8285 members 
Mstep: Class 18 contains 13680 members 
Mstep: Class 19 contains 61409 members 
Mstep: Class 20 contains 29551 members 
Mstep: Class 21 contains 69346 members 
Mstep: Class 22 contains 2940 members 
Mstep: Class 23 contains 51995 members 
Mstep: Class 24 contains 13846 members 
Mstep: Class 25 contains 1314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157278912.000000 Penalty: 206468.734375
Iteration 76Q: 26 clusters Score -1.572789e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 14966 members 
Mstep: Class 3 contains 35969 members 
Mstep: Class 4 contains 61926 members 
Mstep: Class 5 contains 1677 members 
Mstep: Class 6 contains 29073 members 
Mstep: Class 7 contains 8899 members 
Mstep: Class 8 contains 1335 members 
Mstep: Class 9 contains 9539 members 
Mstep: Class 10 contains 32580 members 
Mstep: Class 11 contains 70990 members 
Mstep: Class 12 contains 9931 members 
Mstep: Class 13 contains 868 members 
Mstep: Class 14 contains 142083 members 
Mstep: Class 15 contains 38161 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8290 members 
Mstep: Class 18 contains 13655 members 
Mstep: Class 19 contains 61408 members 
Mstep: Class 20 contains 29471 members 
Mstep: Class 21 contains 69346 members 
Mstep: Class 22 contains 2940 members 
Mstep: Class 23 contains 52080 members 
Mstep: Class 24 contains 13845 members 
Mstep: Class 25 contains 1314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157278960.000000 Penalty: 206468.734375
Iteration 77Q: 26 clusters Score -1.57279e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 14964 members 
Mstep: Class 3 contains 35970 members 
Mstep: Class 4 contains 61922 members 
Mstep: Class 5 contains 1671 members 
Mstep: Class 6 contains 29072 members 
Mstep: Class 7 contains 8897 members 
Mstep: Class 8 contains 1335 members 
Mstep: Class 9 contains 9540 members 
Mstep: Class 10 contains 32585 members 
Mstep: Class 11 contains 70991 members 
Mstep: Class 12 contains 9930 members 
Mstep: Class 13 contains 868 members 
Mstep: Class 14 contains 142119 members 
Mstep: Class 15 contains 38155 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8294 members 
Mstep: Class 18 contains 13636 members 
Mstep: Class 19 contains 61407 members 
Mstep: Class 20 contains 29387 members 
Mstep: Class 21 contains 69347 members 
Mstep: Class 22 contains 2940 members 
Mstep: Class 23 contains 52158 members 
Mstep: Class 24 contains 13845 members 
Mstep: Class 25 contains 1314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157279104.000000 Penalty: 206468.734375
Iteration 78Q: 26 clusters Score -1.572791e+08 nChanged 225
Entering ConstructFrom: 
Score: -157279104.000000 Penalty: 206468.734375
Entering ConstructFrom: 
Trying to split cluster 1 (6040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Entering Unmasked Estep 
Score: -1290898.125000 Penalty: 5332.522949
	Iteration 0F: 2 clusters Score -1290898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1283125.500000 Penalty: 10665.045898
	Iteration 0F: 3 clusters Score -1283126 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1284610.875000 Penalty: 10665.045898
	Iteration 1F: 3 clusters Score -1284611 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1285048.625000 Penalty: 10665.045898
	Iteration 2F: 3 clusters Score -1285049 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1285351.125000 Penalty: 10665.045898
	Iteration 3F: 3 clusters Score -1285351 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1285593.000000 Penalty: 10665.045898
	Iteration 4Q: 3 clusters Score -1285593 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1285907.375000 Penalty: 10665.045898
	Iteration 5Q: 3 clusters Score -1285907 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1286246.250000 Penalty: 10665.045898
	Iteration 6Q: 3 clusters Score -1286246 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1286627.750000 Penalty: 10665.045898
	Iteration 7Q: 3 clusters Score -1286628 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1287033.500000 Penalty: 10665.045898
	Iteration 8Q: 3 clusters Score -1287034 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1287377.875000 Penalty: 10665.045898
	Iteration 9Q: 3 clusters Score -1287378 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1287638.625000 Penalty: 10665.045898
	Iteration 10Q: 3 clusters Score -1287639 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1287850.750000 Penalty: 10665.045898
	Iteration 11Q: 3 clusters Score -1287851 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1287999.250000 Penalty: 10665.045898
	Iteration 12Q: 3 clusters Score -1287999 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1288113.125000 Penalty: 10665.045898
	Iteration 13Q: 3 clusters Score -1288113 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1288201.625000 Penalty: 10665.045898
	Iteration 14Q: 3 clusters Score -1288202 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1288261.250000 Penalty: 10665.045898
	Iteration 15Q: 3 clusters Score -1288261 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1288294.250000 Penalty: 10665.045898
	Iteration 16Q: 3 clusters Score -1288294 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1288313.125000 Penalty: 10665.045898
	Iteration 17Q: 3 clusters Score -1288313 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1288325.125000 Penalty: 10665.045898
	Iteration 18Q: 3 clusters Score -1288325 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1288331.250000 Penalty: 10665.045898
	Iteration 19Q: 3 clusters Score -1288331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1288339.625000 Penalty: 10665.045898
	Iteration 20F: 3 clusters Score -1288340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1288345.375000 Penalty: 10665.045898
	Iteration 21Q: 3 clusters Score -1288345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1288345.625000 Penalty: 10665.045898
	Iteration 22Q: 3 clusters Score -1288346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1288352.750000 Penalty: 10665.045898
	Iteration 23Q: 3 clusters Score -1288353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1288358.500000 Penalty: 10665.045898
	Iteration 24Q: 3 clusters Score -1288358 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1288366.875000 Penalty: 10665.045898
	Iteration 25Q: 3 clusters Score -1288367 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1288372.250000 Penalty: 10665.045898
	Iteration 26Q: 3 clusters Score -1288372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1288378.875000 Penalty: 10665.045898
	Iteration 27Q: 3 clusters Score -1288379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1288382.000000 Penalty: 10665.045898
	Iteration 28Q: 3 clusters Score -1288382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1288386.000000 Penalty: 10665.045898
	Iteration 29Q: 3 clusters Score -1288386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1288387.750000 Penalty: 10665.045898
	Iteration 30Q: 3 clusters Score -1288388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1288390.250000 Penalty: 10665.045898
	Iteration 31Q: 3 clusters Score -1288390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1288391.500000 Penalty: 10665.045898
	Iteration 32Q: 3 clusters Score -1288392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1288391.000000 Penalty: 10665.045898
	Iteration 33Q: 3 clusters Score -1288391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1288390.875000 Penalty: 10665.045898
	Iteration 34Q: 3 clusters Score -1288391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1288392.000000 Penalty: 10665.045898
	Iteration 35Q: 3 clusters Score -1288392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1288394.500000 Penalty: 10665.045898
	Iteration 36Q: 3 clusters Score -1288394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1288395.500000 Penalty: 10665.045898
	Iteration 37Q: 3 clusters Score -1288396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1288395.250000 Penalty: 10665.045898
	Iteration 38Q: 3 clusters Score -1288395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1288395.250000 Penalty: 10665.045898
	Iteration 39F: 3 clusters Score -1288395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Entering Unmasked Estep 
Score: -3219502.750000 Penalty: 5888.250000
	Iteration 0F: 2 clusters Score -3219503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -3206132.000000 Penalty: 11776.500000
	Iteration 0F: 3 clusters Score -3206132 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -3209344.250000 Penalty: 11776.500000
	Iteration 1F: 3 clusters Score -3209344 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -3209916.750000 Penalty: 11776.500000
	Iteration 2F: 3 clusters Score -3209917 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -3210346.750000 Penalty: 11776.500000
	Iteration 3F: 3 clusters Score -3210347 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -3210646.250000 Penalty: 11776.500000
	Iteration 4Q: 3 clusters Score -3210646 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -3210915.250000 Penalty: 11776.500000
	Iteration 5Q: 3 clusters Score -3210915 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -3211164.500000 Penalty: 11776.500000
	Iteration 6Q: 3 clusters Score -3211164 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -3211382.250000 Penalty: 11776.500000
	Iteration 7Q: 3 clusters Score -3211382 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -3211596.000000 Penalty: 11776.500000
	Iteration 8Q: 3 clusters Score -3211596 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -3211776.250000 Penalty: 11776.500000
	Iteration 9Q: 3 clusters Score -3211776 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -3211958.000000 Penalty: 11776.500000
	Iteration 10Q: 3 clusters Score -3211958 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -3212099.000000 Penalty: 11776.500000
	Iteration 11Q: 3 clusters Score -3212099 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -3212219.250000 Penalty: 11776.500000
	Iteration 12Q: 3 clusters Score -3212219 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -3212339.500000 Penalty: 11776.500000
	Iteration 13Q: 3 clusters Score -3212340 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -3212416.250000 Penalty: 11776.500000
	Iteration 14Q: 3 clusters Score -3212416 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -3212502.250000 Penalty: 11776.500000
	Iteration 15Q: 3 clusters Score -3212502 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -3212585.250000 Penalty: 11776.500000
	Iteration 16Q: 3 clusters Score -3212585 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -3212655.000000 Penalty: 11776.500000
	Iteration 17Q: 3 clusters Score -3212655 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -3212730.250000 Penalty: 11776.500000
	Iteration 18Q: 3 clusters Score -3212730 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -3212818.250000 Penalty: 11776.500000
	Iteration 19Q: 3 clusters Score -3212818 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -3212899.750000 Penalty: 11776.500000
	Iteration 20F: 3 clusters Score -3212900 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -3212989.750000 Penalty: 11776.500000
	Iteration 21Q: 3 clusters Score -3212990 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -3213080.250000 Penalty: 11776.500000
	Iteration 22Q: 3 clusters Score -3213080 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -3213172.000000 Penalty: 11776.500000
	Iteration 23Q: 3 clusters Score -3213172 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -3213278.500000 Penalty: 11776.500000
	Iteration 24Q: 3 clusters Score -3213278 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -3213372.000000 Penalty: 11776.500000
	Iteration 25Q: 3 clusters Score -3213372 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -3213462.000000 Penalty: 11776.500000
	Iteration 26Q: 3 clusters Score -3213462 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -3213564.500000 Penalty: 11776.500000
	Iteration 27Q: 3 clusters Score -3213564 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -3213679.000000 Penalty: 11776.500000
	Iteration 28Q: 3 clusters Score -3213679 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -3213773.250000 Penalty: 11776.500000
	Iteration 29Q: 3 clusters Score -3213773 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -3213889.750000 Penalty: 11776.500000
	Iteration 30Q: 3 clusters Score -3213890 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -3213962.500000 Penalty: 11776.500000
	Iteration 31Q: 3 clusters Score -3213962 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -3214037.750000 Penalty: 11776.500000
	Iteration 32Q: 3 clusters Score -3214038 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -3214093.000000 Penalty: 11776.500000
	Iteration 33Q: 3 clusters Score -3214093 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -3214135.750000 Penalty: 11776.500000
	Iteration 34Q: 3 clusters Score -3214136 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -3214188.250000 Penalty: 11776.500000
	Iteration 35Q: 3 clusters Score -3214188 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -3214231.000000 Penalty: 11776.500000
	Iteration 36Q: 3 clusters Score -3214231 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -3214265.500000 Penalty: 11776.500000
	Iteration 37Q: 3 clusters Score -3214266 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -3214293.500000 Penalty: 11776.500000
	Iteration 38Q: 3 clusters Score -3214294 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -3214326.500000 Penalty: 11776.500000
	Iteration 39Q: 3 clusters Score -3214326 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -3214333.500000 Penalty: 11776.500000
	Iteration 40F: 3 clusters Score -3214334 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -3214353.500000 Penalty: 11776.500000
	Iteration 41Q: 3 clusters Score -3214354 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -3214379.250000 Penalty: 11776.500000
	Iteration 42Q: 3 clusters Score -3214379 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -3214394.000000 Penalty: 11776.500000
	Iteration 43Q: 3 clusters Score -3214394 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -3214399.250000 Penalty: 11776.500000
	Iteration 44Q: 3 clusters Score -3214399 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -3214412.500000 Penalty: 11776.500000
	Iteration 45Q: 3 clusters Score -3214412 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -3214412.750000 Penalty: 11776.500000
	Iteration 46Q: 3 clusters Score -3214413 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -3214419.500000 Penalty: 11776.500000
	Iteration 47Q: 3 clusters Score -3214420 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -3214430.250000 Penalty: 11776.500000
	Iteration 48Q: 3 clusters Score -3214430 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -3214432.500000 Penalty: 11776.500000
	Iteration 49Q: 3 clusters Score -3214432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -3214441.250000 Penalty: 11776.500000
	Iteration 50Q: 3 clusters Score -3214441 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -3214450.750000 Penalty: 11776.500000
	Iteration 51Q: 3 clusters Score -3214451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -3214444.000000 Penalty: 11776.500000
	Iteration 52Q: 3 clusters Score -3214444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -3214456.500000 Penalty: 11776.500000
	Iteration 53Q: 3 clusters Score -3214456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -3214453.500000 Penalty: 11776.500000
	Iteration 54Q: 3 clusters Score -3214454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -3214459.000000 Penalty: 11776.500000
	Iteration 55Q: 3 clusters Score -3214459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -3214455.250000 Penalty: 11776.500000
	Iteration 56Q: 3 clusters Score -3214455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -3214457.500000 Penalty: 11776.500000
	Iteration 57Q: 3 clusters Score -3214458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -3214461.500000 Penalty: 11776.500000
	Iteration 58Q: 3 clusters Score -3214462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -3214464.500000 Penalty: 11776.500000
	Iteration 59Q: 3 clusters Score -3214464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -3214462.750000 Penalty: 11776.500000
	Iteration 60F: 3 clusters Score -3214463 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -3214461.500000 Penalty: 11776.500000
	Iteration 61Q: 3 clusters Score -3214462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -3214470.000000 Penalty: 11776.500000
	Iteration 62Q: 3 clusters Score -3214470 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -3214467.750000 Penalty: 11776.500000
	Iteration 63Q: 3 clusters Score -3214468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -3214472.000000 Penalty: 11776.500000
	Iteration 64Q: 3 clusters Score -3214472 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -3214482.250000 Penalty: 11776.500000
	Iteration 65Q: 3 clusters Score -3214482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -3214491.000000 Penalty: 11776.500000
	Iteration 66Q: 3 clusters Score -3214491 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -3214490.000000 Penalty: 11776.500000
	Iteration 67Q: 3 clusters Score -3214490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -3214488.750000 Penalty: 11776.500000
	Iteration 68Q: 3 clusters Score -3214489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -3214488.250000 Penalty: 11776.500000
	Iteration 69Q: 3 clusters Score -3214488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -3214491.750000 Penalty: 11776.500000
	Iteration 70Q: 3 clusters Score -3214492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -3214492.000000 Penalty: 11776.500000
	Iteration 71Q: 3 clusters Score -3214492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -3214493.750000 Penalty: 11776.500000
	Iteration 72Q: 3 clusters Score -3214494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -3214499.750000 Penalty: 11776.500000
	Iteration 73Q: 3 clusters Score -3214500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -3214501.500000 Penalty: 11776.500000
	Iteration 74Q: 3 clusters Score -3214502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -3214507.000000 Penalty: 11776.500000
	Iteration 75Q: 3 clusters Score -3214507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -3214508.750000 Penalty: 11776.500000
	Iteration 76Q: 3 clusters Score -3214509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -3214506.250000 Penalty: 11776.500000
	Iteration 77Q: 3 clusters Score -3214506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -3214506.250000 Penalty: 11776.500000
	Iteration 78F: 3 clusters Score -3214506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (35967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35967 members 
Entering Unmasked Estep 
Score: -8146863.500000 Penalty: 6425.343750
	Iteration 0F: 2 clusters Score -8146864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -8120250.500000 Penalty: 12850.687500
	Iteration 0F: 3 clusters Score -8120250 nChanged 15389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -8128324.500000 Penalty: 12850.687500
	Iteration 1F: 3 clusters Score -8128324 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -8129148.500000 Penalty: 12850.687500
	Iteration 2F: 3 clusters Score -8129148 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -8129867.500000 Penalty: 12850.687500
	Iteration 3Q: 3 clusters Score -8129868 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -8130540.500000 Penalty: 12850.687500
	Iteration 4Q: 3 clusters Score -8130540 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -8131229.500000 Penalty: 12850.687500
	Iteration 5Q: 3 clusters Score -8131230 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -8131926.500000 Penalty: 12850.687500
	Iteration 6Q: 3 clusters Score -8131926 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -8132812.500000 Penalty: 12850.687500
	Iteration 7Q: 3 clusters Score -8132812 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -8133786.000000 Penalty: 12850.687500
	Iteration 8Q: 3 clusters Score -8133786 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -8134880.500000 Penalty: 12850.687500
	Iteration 9F: 3 clusters Score -8134880 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -8136063.500000 Penalty: 12850.687500
	Iteration 10F: 3 clusters Score -8136064 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25677 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -8137159.000000 Penalty: 12850.687500
	Iteration 11Q: 3 clusters Score -8137159 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -8138035.500000 Penalty: 12850.687500
	Iteration 12Q: 3 clusters Score -8138036 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28019 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -8138670.500000 Penalty: 12850.687500
	Iteration 13Q: 3 clusters Score -8138670 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28960 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -8139240.000000 Penalty: 12850.687500
	Iteration 14Q: 3 clusters Score -8139240 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -8139697.500000 Penalty: 12850.687500
	Iteration 15Q: 3 clusters Score -8139698 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30539 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -8140043.500000 Penalty: 12850.687500
	Iteration 16Q: 3 clusters Score -8140044 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31139 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -8140300.000000 Penalty: 12850.687500
	Iteration 17Q: 3 clusters Score -8140300 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31636 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -8140592.000000 Penalty: 12850.687500
	Iteration 18Q: 3 clusters Score -8140592 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32064 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -8140773.500000 Penalty: 12850.687500
	Iteration 19Q: 3 clusters Score -8140774 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32449 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -8140947.000000 Penalty: 12850.687500
	Iteration 20F: 3 clusters Score -8140947 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32759 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -8141117.000000 Penalty: 12850.687500
	Iteration 21Q: 3 clusters Score -8141117 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33017 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -8141242.000000 Penalty: 12850.687500
	Iteration 22Q: 3 clusters Score -8141242 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33228 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -8141340.500000 Penalty: 12850.687500
	Iteration 23Q: 3 clusters Score -8141340 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33397 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -8141418.000000 Penalty: 12850.687500
	Iteration 24Q: 3 clusters Score -8141418 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33537 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -8141481.000000 Penalty: 12850.687500
	Iteration 25Q: 3 clusters Score -8141481 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33645 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -8141531.000000 Penalty: 12850.687500
	Iteration 26Q: 3 clusters Score -8141531 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33716 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -8141577.500000 Penalty: 12850.687500
	Iteration 27Q: 3 clusters Score -8141578 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33773 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -8141628.500000 Penalty: 12850.687500
	Iteration 28Q: 3 clusters Score -8141628 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33830 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -8141627.500000 Penalty: 12850.687500
	Iteration 29Q: 3 clusters Score -8141628 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33874 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -8141644.000000 Penalty: 12850.687500
	Iteration 30Q: 3 clusters Score -8141644 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33910 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -8141648.000000 Penalty: 12850.687500
	Iteration 31Q: 3 clusters Score -8141648 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -8141674.000000 Penalty: 12850.687500
	Iteration 32Q: 3 clusters Score -8141674 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33989 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -8141680.000000 Penalty: 12850.687500
	Iteration 33Q: 3 clusters Score -8141680 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34026 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -8141695.500000 Penalty: 12850.687500
	Iteration 34Q: 3 clusters Score -8141696 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34051 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -8141694.500000 Penalty: 12850.687500
	Iteration 35Q: 3 clusters Score -8141694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34070 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -8141717.500000 Penalty: 12850.687500
	Iteration 36Q: 3 clusters Score -8141718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34080 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -8141733.000000 Penalty: 12850.687500
	Iteration 37Q: 3 clusters Score -8141733 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -8141742.000000 Penalty: 12850.687500
	Iteration 38Q: 3 clusters Score -8141742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34096 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -8141738.000000 Penalty: 12850.687500
	Iteration 39Q: 3 clusters Score -8141738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34101 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -8141728.000000 Penalty: 12850.687500
	Iteration 40F: 3 clusters Score -8141728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34104 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -8141741.500000 Penalty: 12850.687500
	Iteration 41Q: 3 clusters Score -8141742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34106 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -8141736.000000 Penalty: 12850.687500
	Iteration 42Q: 3 clusters Score -8141736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34107 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -8141736.500000 Penalty: 12850.687500
	Iteration 43Q: 3 clusters Score -8141736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34108 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -8141733.500000 Penalty: 12850.687500
	Iteration 44Q: 3 clusters Score -8141734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -8141740.500000 Penalty: 12850.687500
	Iteration 45Q: 3 clusters Score -8141740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -8141740.500000 Penalty: 12850.687500
	Iteration 46F: 3 clusters Score -8141740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (61919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61919 members 
Entering Unmasked Estep 
Score: -13800959.000000 Penalty: 6758.069336
	Iteration 0F: 2 clusters Score -1.380096e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31085 members 
Mstep: Class 2 contains 30834 members 
Entering Unmasked Estep 
Score: -13757640.000000 Penalty: 13516.138672
	Iteration 0F: 3 clusters Score -1.375764e+07 nChanged 27602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32093 members 
Mstep: Class 2 contains 29826 members 
Entering Unmasked Estep 
Score: -13772686.000000 Penalty: 13516.138672
	Iteration 1F: 3 clusters Score -1.377269e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 29007 members 
Entering Unmasked Estep 
Score: -13773851.000000 Penalty: 13516.138672
	Iteration 2F: 3 clusters Score -1.377385e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34142 members 
Mstep: Class 2 contains 27777 members 
Entering Unmasked Estep 
Score: -13775083.000000 Penalty: 13516.138672
	Iteration 3Q: 3 clusters Score -1.377508e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35839 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -13776777.000000 Penalty: 13516.138672
	Iteration 4F: 3 clusters Score -1.377678e+07 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38038 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -13779191.000000 Penalty: 13516.138672
	Iteration 5F: 3 clusters Score -1.377919e+07 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40539 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -13782098.000000 Penalty: 13516.138672
	Iteration 6F: 3 clusters Score -1.37821e+07 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43137 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -13785422.000000 Penalty: 13516.138672
	Iteration 7F: 3 clusters Score -1.378542e+07 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45316 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -13788313.000000 Penalty: 13516.138672
	Iteration 8F: 3 clusters Score -1.378831e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46846 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -13790646.000000 Penalty: 13516.138672
	Iteration 9F: 3 clusters Score -1.379065e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47897 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -13792766.000000 Penalty: 13516.138672
	Iteration 10Q: 3 clusters Score -1.379277e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48594 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -13794660.000000 Penalty: 13516.138672
	Iteration 11Q: 3 clusters Score -1.379466e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48993 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -13796445.000000 Penalty: 13516.138672
	Iteration 12Q: 3 clusters Score -1.379644e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49154 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -13797851.000000 Penalty: 13516.138672
	Iteration 13Q: 3 clusters Score -1.379785e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49153 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -13798651.000000 Penalty: 13516.138672
	Iteration 14Q: 3 clusters Score -1.379865e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49101 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -13799158.000000 Penalty: 13516.138672
	Iteration 15Q: 3 clusters Score -1.379916e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49048 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -13799415.000000 Penalty: 13516.138672
	Iteration 16Q: 3 clusters Score -1.379942e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48989 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -13799645.000000 Penalty: 13516.138672
	Iteration 17Q: 3 clusters Score -1.379964e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48967 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -13799863.000000 Penalty: 13516.138672
	Iteration 18Q: 3 clusters Score -1.379986e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48979 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -13799969.000000 Penalty: 13516.138672
	Iteration 19Q: 3 clusters Score -1.379997e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48976 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -13800088.000000 Penalty: 13516.138672
	Iteration 20F: 3 clusters Score -1.380009e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48974 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -13800132.000000 Penalty: 13516.138672
	Iteration 21Q: 3 clusters Score -1.380013e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48977 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -13800193.000000 Penalty: 13516.138672
	Iteration 22Q: 3 clusters Score -1.380019e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48986 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -13800186.000000 Penalty: 13516.138672
	Iteration 23Q: 3 clusters Score -1.380019e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48983 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -13800187.000000 Penalty: 13516.138672
	Iteration 24Q: 3 clusters Score -1.380019e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48986 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -13800180.000000 Penalty: 13516.138672
	Iteration 25Q: 3 clusters Score -1.380018e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48989 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -13800197.000000 Penalty: 13516.138672
	Iteration 26Q: 3 clusters Score -1.38002e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49005 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -13800190.000000 Penalty: 13516.138672
	Iteration 27Q: 3 clusters Score -1.380019e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49014 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -13800210.000000 Penalty: 13516.138672
	Iteration 28Q: 3 clusters Score -1.380021e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49008 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -13800213.000000 Penalty: 13516.138672
	Iteration 29Q: 3 clusters Score -1.380021e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49006 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -13800213.000000 Penalty: 13516.138672
	Iteration 30Q: 3 clusters Score -1.380021e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49000 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -13800214.000000 Penalty: 13516.138672
	Iteration 31Q: 3 clusters Score -1.380021e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48993 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -13800211.000000 Penalty: 13516.138672
	Iteration 32Q: 3 clusters Score -1.380021e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48985 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -13800205.000000 Penalty: 13516.138672
	Iteration 33Q: 3 clusters Score -1.38002e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48982 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -13800210.000000 Penalty: 13516.138672
	Iteration 34Q: 3 clusters Score -1.380021e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48979 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -13800207.000000 Penalty: 13516.138672
	Iteration 35Q: 3 clusters Score -1.380021e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48979 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -13800218.000000 Penalty: 13516.138672
	Iteration 36Q: 3 clusters Score -1.380022e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48983 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -13800221.000000 Penalty: 13516.138672
	Iteration 37Q: 3 clusters Score -1.380022e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48985 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -13800211.000000 Penalty: 13516.138672
	Iteration 38Q: 3 clusters Score -1.380021e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48986 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -13800195.000000 Penalty: 13516.138672
	Iteration 39Q: 3 clusters Score -1.38002e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48988 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -13800207.000000 Penalty: 13516.138672
	Iteration 40F: 3 clusters Score -1.380021e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48991 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -13800210.000000 Penalty: 13516.138672
	Iteration 41Q: 3 clusters Score -1.380021e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48992 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -13800212.000000 Penalty: 13516.138672
	Iteration 42Q: 3 clusters Score -1.380021e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48992 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -13800204.000000 Penalty: 13516.138672
	Iteration 43Q: 3 clusters Score -1.38002e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48991 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -13800202.000000 Penalty: 13516.138672
	Iteration 44Q: 3 clusters Score -1.38002e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48987 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -13800215.000000 Penalty: 13516.138672
	Iteration 45Q: 3 clusters Score -1.380022e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48990 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -13800205.000000 Penalty: 13516.138672
	Iteration 46Q: 3 clusters Score -1.38002e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48987 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -13800190.000000 Penalty: 13516.138672
	Iteration 47Q: 3 clusters Score -1.380019e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48988 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -13800199.000000 Penalty: 13516.138672
	Iteration 48Q: 3 clusters Score -1.38002e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48990 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -13800211.000000 Penalty: 13516.138672
	Iteration 49Q: 3 clusters Score -1.380021e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48988 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -13800211.000000 Penalty: 13516.138672
	Iteration 50Q: 3 clusters Score -1.380021e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48987 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -13800216.000000 Penalty: 13516.138672
	Iteration 51Q: 3 clusters Score -1.380022e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48985 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -13800212.000000 Penalty: 13516.138672
	Iteration 52Q: 3 clusters Score -1.380021e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48986 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -13800211.000000 Penalty: 13516.138672
	Iteration 53Q: 3 clusters Score -1.380021e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48986 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -13800217.000000 Penalty: 13516.138672
	Iteration 54Q: 3 clusters Score -1.380022e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48987 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -13800217.000000 Penalty: 13516.138672
	Iteration 55Q: 3 clusters Score -1.380022e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48989 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -13800205.000000 Penalty: 13516.138672
	Iteration 56Q: 3 clusters Score -1.38002e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48990 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -13800229.000000 Penalty: 13516.138672
	Iteration 57Q: 3 clusters Score -1.380023e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48990 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -13800231.000000 Penalty: 13516.138672
	Iteration 58Q: 3 clusters Score -1.380023e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48990 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -13800233.000000 Penalty: 13516.138672
	Iteration 59Q: 3 clusters Score -1.380023e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48989 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -13800234.000000 Penalty: 13516.138672
	Iteration 60F: 3 clusters Score -1.380023e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48988 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -13800238.000000 Penalty: 13516.138672
	Iteration 61Q: 3 clusters Score -1.380024e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48989 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -13800234.000000 Penalty: 13516.138672
	Iteration 62Q: 3 clusters Score -1.380023e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48991 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -13800241.000000 Penalty: 13516.138672
	Iteration 63Q: 3 clusters Score -1.380024e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48991 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -13800241.000000 Penalty: 13516.138672
	Iteration 64F: 3 clusters Score -1.380024e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Entering Unmasked Estep 
Score: -345602.187500 Penalty: 4544.003418
	Iteration 0F: 2 clusters Score -345602.2 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 882 members 
Entering Unmasked Estep 
Score: -341000.218750 Penalty: 9088.006836
	Iteration 0F: 3 clusters Score -341000.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -341518.750000 Penalty: 9088.006836
	Iteration 1F: 3 clusters Score -341518.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -341689.531250 Penalty: 9088.006836
	Iteration 2F: 3 clusters Score -341689.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -341777.000000 Penalty: 9088.006836
	Iteration 3Q: 3 clusters Score -341777 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -341888.093750 Penalty: 9088.006836
	Iteration 4Q: 3 clusters Score -341888.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -341948.906250 Penalty: 9088.006836
	Iteration 5Q: 3 clusters Score -341948.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -342004.968750 Penalty: 9088.006836
	Iteration 6Q: 3 clusters Score -342005 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -342038.875000 Penalty: 9088.006836
	Iteration 7Q: 3 clusters Score -342038.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -342068.468750 Penalty: 9088.006836
	Iteration 8Q: 3 clusters Score -342068.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -342092.468750 Penalty: 9088.006836
	Iteration 9Q: 3 clusters Score -342092.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -342124.562500 Penalty: 9088.006836
	Iteration 10Q: 3 clusters Score -342124.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -342151.437500 Penalty: 9088.006836
	Iteration 11Q: 3 clusters Score -342151.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -342232.062500 Penalty: 9088.006836
	Iteration 12Q: 3 clusters Score -342232.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -342275.843750 Penalty: 9088.006836
	Iteration 13Q: 3 clusters Score -342275.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -342318.781250 Penalty: 9088.006836
	Iteration 14Q: 3 clusters Score -342318.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -342362.156250 Penalty: 9088.006836
	Iteration 15Q: 3 clusters Score -342362.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -342391.500000 Penalty: 9088.006836
	Iteration 16Q: 3 clusters Score -342391.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -342412.750000 Penalty: 9088.006836
	Iteration 17Q: 3 clusters Score -342412.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -342432.125000 Penalty: 9088.006836
	Iteration 18Q: 3 clusters Score -342432.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -342442.250000 Penalty: 9088.006836
	Iteration 19Q: 3 clusters Score -342442.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -342453.281250 Penalty: 9088.006836
	Iteration 20F: 3 clusters Score -342453.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -342462.906250 Penalty: 9088.006836
	Iteration 21Q: 3 clusters Score -342462.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -342471.531250 Penalty: 9088.006836
	Iteration 22Q: 3 clusters Score -342471.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -342476.718750 Penalty: 9088.006836
	Iteration 23Q: 3 clusters Score -342476.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -342480.062500 Penalty: 9088.006836
	Iteration 24Q: 3 clusters Score -342480.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -342482.937500 Penalty: 9088.006836
	Iteration 25Q: 3 clusters Score -342482.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -342488.125000 Penalty: 9088.006836
	Iteration 26Q: 3 clusters Score -342488.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -342508.281250 Penalty: 9088.006836
	Iteration 27Q: 3 clusters Score -342508.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -342514.875000 Penalty: 9088.006836
	Iteration 28Q: 3 clusters Score -342514.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -342520.500000 Penalty: 9088.006836
	Iteration 29Q: 3 clusters Score -342520.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -342528.437500 Penalty: 9088.006836
	Iteration 30Q: 3 clusters Score -342528.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -342543.593750 Penalty: 9088.006836
	Iteration 31Q: 3 clusters Score -342543.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -342572.125000 Penalty: 9088.006836
	Iteration 32Q: 3 clusters Score -342572.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -342580.562500 Penalty: 9088.006836
	Iteration 33Q: 3 clusters Score -342580.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -342584.718750 Penalty: 9088.006836
	Iteration 34Q: 3 clusters Score -342584.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -342589.468750 Penalty: 9088.006836
	Iteration 35Q: 3 clusters Score -342589.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -342595.093750 Penalty: 9088.006836
	Iteration 36Q: 3 clusters Score -342595.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -342598.062500 Penalty: 9088.006836
	Iteration 37Q: 3 clusters Score -342598.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -342604.562500 Penalty: 9088.006836
	Iteration 38Q: 3 clusters Score -342604.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -342604.562500 Penalty: 9088.006836
	Iteration 39F: 3 clusters Score -342604.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (29070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29070 members 
Entering Unmasked Estep 
Score: -6495244.000000 Penalty: 6294.945312
	Iteration 0F: 2 clusters Score -6495244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -6473062.000000 Penalty: 12589.890625
	Iteration 0F: 3 clusters Score -6473062 nChanged 12202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -6479387.500000 Penalty: 12589.890625
	Iteration 1F: 3 clusters Score -6479388 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -6480110.500000 Penalty: 12589.890625
	Iteration 2F: 3 clusters Score -6480110 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -6480668.500000 Penalty: 12589.890625
	Iteration 3Q: 3 clusters Score -6480668 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -6481110.500000 Penalty: 12589.890625
	Iteration 4Q: 3 clusters Score -6481110 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -6481506.500000 Penalty: 12589.890625
	Iteration 5Q: 3 clusters Score -6481506 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -6481914.000000 Penalty: 12589.890625
	Iteration 6Q: 3 clusters Score -6481914 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -6482367.000000 Penalty: 12589.890625
	Iteration 7Q: 3 clusters Score -6482367 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -6482904.000000 Penalty: 12589.890625
	Iteration 8Q: 3 clusters Score -6482904 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -6483541.500000 Penalty: 12589.890625
	Iteration 9Q: 3 clusters Score -6483542 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -6484213.000000 Penalty: 12589.890625
	Iteration 10Q: 3 clusters Score -6484213 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -6484952.000000 Penalty: 12589.890625
	Iteration 11Q: 3 clusters Score -6484952 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -6485661.500000 Penalty: 12589.890625
	Iteration 12Q: 3 clusters Score -6485662 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -6486325.000000 Penalty: 12589.890625
	Iteration 13Q: 3 clusters Score -6486325 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -6486936.500000 Penalty: 12589.890625
	Iteration 14Q: 3 clusters Score -6486936 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -6487539.500000 Penalty: 12589.890625
	Iteration 15Q: 3 clusters Score -6487540 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -6488080.500000 Penalty: 12589.890625
	Iteration 16Q: 3 clusters Score -6488080 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -6488523.000000 Penalty: 12589.890625
	Iteration 17Q: 3 clusters Score -6488523 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26598 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -6488867.000000 Penalty: 12589.890625
	Iteration 18Q: 3 clusters Score -6488867 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -6489123.500000 Penalty: 12589.890625
	Iteration 19Q: 3 clusters Score -6489124 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -6489276.500000 Penalty: 12589.890625
	Iteration 20F: 3 clusters Score -6489276 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -6489389.500000 Penalty: 12589.890625
	Iteration 21Q: 3 clusters Score -6489390 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27383 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -6489451.500000 Penalty: 12589.890625
	Iteration 22Q: 3 clusters Score -6489452 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27466 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -6489499.000000 Penalty: 12589.890625
	Iteration 23Q: 3 clusters Score -6489499 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -6489568.500000 Penalty: 12589.890625
	Iteration 24Q: 3 clusters Score -6489568 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -6489583.000000 Penalty: 12589.890625
	Iteration 25Q: 3 clusters Score -6489583 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -6489635.000000 Penalty: 12589.890625
	Iteration 26Q: 3 clusters Score -6489635 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -6489665.000000 Penalty: 12589.890625
	Iteration 27Q: 3 clusters Score -6489665 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27664 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -6489685.000000 Penalty: 12589.890625
	Iteration 28Q: 3 clusters Score -6489685 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -6489704.500000 Penalty: 12589.890625
	Iteration 29Q: 3 clusters Score -6489704 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27712 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -6489733.000000 Penalty: 12589.890625
	Iteration 30Q: 3 clusters Score -6489733 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27739 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -6489750.000000 Penalty: 12589.890625
	Iteration 31Q: 3 clusters Score -6489750 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -6489768.500000 Penalty: 12589.890625
	Iteration 32Q: 3 clusters Score -6489768 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27796 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -6489785.500000 Penalty: 12589.890625
	Iteration 33Q: 3 clusters Score -6489786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27809 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -6489803.000000 Penalty: 12589.890625
	Iteration 34Q: 3 clusters Score -6489803 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -6489809.000000 Penalty: 12589.890625
	Iteration 35Q: 3 clusters Score -6489809 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27832 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -6489809.500000 Penalty: 12589.890625
	Iteration 36Q: 3 clusters Score -6489810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -6489820.500000 Penalty: 12589.890625
	Iteration 37Q: 3 clusters Score -6489820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -6489820.000000 Penalty: 12589.890625
	Iteration 38Q: 3 clusters Score -6489820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27856 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -6489825.500000 Penalty: 12589.890625
	Iteration 39Q: 3 clusters Score -6489826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -6489826.500000 Penalty: 12589.890625
	Iteration 40F: 3 clusters Score -6489826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27857 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -6489836.000000 Penalty: 12589.890625
	Iteration 41Q: 3 clusters Score -6489836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -6489826.000000 Penalty: 12589.890625
	Iteration 42Q: 3 clusters Score -6489826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27860 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -6489827.000000 Penalty: 12589.890625
	Iteration 43Q: 3 clusters Score -6489827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27860 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -6489827.000000 Penalty: 12589.890625
	Iteration 44F: 3 clusters Score -6489827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Entering Unmasked Estep 
Score: -1927612.250000 Penalty: 5569.956543
	Iteration 0F: 2 clusters Score -1927612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1918088.375000 Penalty: 11139.913086
	Iteration 0F: 3 clusters Score -1918088 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1919943.750000 Penalty: 11139.913086
	Iteration 1F: 3 clusters Score -1919944 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1920384.500000 Penalty: 11139.913086
	Iteration 2F: 3 clusters Score -1920384 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1920624.375000 Penalty: 11139.913086
	Iteration 3Q: 3 clusters Score -1920624 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1920783.250000 Penalty: 11139.913086
	Iteration 4Q: 3 clusters Score -1920783 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1920888.375000 Penalty: 11139.913086
	Iteration 5Q: 3 clusters Score -1920888 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1920974.750000 Penalty: 11139.913086
	Iteration 6Q: 3 clusters Score -1920975 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1921027.625000 Penalty: 11139.913086
	Iteration 7Q: 3 clusters Score -1921028 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1921077.000000 Penalty: 11139.913086
	Iteration 8Q: 3 clusters Score -1921077 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1921114.000000 Penalty: 11139.913086
	Iteration 9Q: 3 clusters Score -1921114 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1921147.250000 Penalty: 11139.913086
	Iteration 10Q: 3 clusters Score -1921147 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1921178.625000 Penalty: 11139.913086
	Iteration 11Q: 3 clusters Score -1921179 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1921210.375000 Penalty: 11139.913086
	Iteration 12Q: 3 clusters Score -1921210 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1921229.875000 Penalty: 11139.913086
	Iteration 13Q: 3 clusters Score -1921230 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1921238.625000 Penalty: 11139.913086
	Iteration 14Q: 3 clusters Score -1921239 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1921248.250000 Penalty: 11139.913086
	Iteration 15Q: 3 clusters Score -1921248 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1921266.250000 Penalty: 11139.913086
	Iteration 16Q: 3 clusters Score -1921266 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1921275.750000 Penalty: 11139.913086
	Iteration 17Q: 3 clusters Score -1921276 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1921284.125000 Penalty: 11139.913086
	Iteration 18Q: 3 clusters Score -1921284 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1921296.000000 Penalty: 11139.913086
	Iteration 19Q: 3 clusters Score -1921296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1921302.250000 Penalty: 11139.913086
	Iteration 20F: 3 clusters Score -1921302 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1921307.500000 Penalty: 11139.913086
	Iteration 21Q: 3 clusters Score -1921308 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1921322.000000 Penalty: 11139.913086
	Iteration 22Q: 3 clusters Score -1921322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1921329.125000 Penalty: 11139.913086
	Iteration 23Q: 3 clusters Score -1921329 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1921328.625000 Penalty: 11139.913086
	Iteration 24Q: 3 clusters Score -1921329 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1921337.375000 Penalty: 11139.913086
	Iteration 25Q: 3 clusters Score -1921337 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1921338.750000 Penalty: 11139.913086
	Iteration 26Q: 3 clusters Score -1921339 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1921341.500000 Penalty: 11139.913086
	Iteration 27Q: 3 clusters Score -1921342 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1921356.750000 Penalty: 11139.913086
	Iteration 28Q: 3 clusters Score -1921357 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1921358.500000 Penalty: 11139.913086
	Iteration 29Q: 3 clusters Score -1921358 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1921362.000000 Penalty: 11139.913086
	Iteration 30Q: 3 clusters Score -1921362 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1921369.000000 Penalty: 11139.913086
	Iteration 31Q: 3 clusters Score -1921369 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1921376.500000 Penalty: 11139.913086
	Iteration 32Q: 3 clusters Score -1921376 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1921383.625000 Penalty: 11139.913086
	Iteration 33Q: 3 clusters Score -1921384 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1921388.750000 Penalty: 11139.913086
	Iteration 34Q: 3 clusters Score -1921389 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1921397.250000 Penalty: 11139.913086
	Iteration 35Q: 3 clusters Score -1921397 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1921404.000000 Penalty: 11139.913086
	Iteration 36Q: 3 clusters Score -1921404 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1921415.750000 Penalty: 11139.913086
	Iteration 37Q: 3 clusters Score -1921416 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1921420.500000 Penalty: 11139.913086
	Iteration 38Q: 3 clusters Score -1921420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1921427.250000 Penalty: 11139.913086
	Iteration 39Q: 3 clusters Score -1921427 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1921430.625000 Penalty: 11139.913086
	Iteration 40F: 3 clusters Score -1921431 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1921441.750000 Penalty: 11139.913086
	Iteration 41Q: 3 clusters Score -1921442 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1921457.375000 Penalty: 11139.913086
	Iteration 42Q: 3 clusters Score -1921457 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1921476.625000 Penalty: 11139.913086
	Iteration 43Q: 3 clusters Score -1921477 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1921499.125000 Penalty: 11139.913086
	Iteration 44Q: 3 clusters Score -1921499 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1921536.750000 Penalty: 11139.913086
	Iteration 45Q: 3 clusters Score -1921537 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1921579.375000 Penalty: 11139.913086
	Iteration 46Q: 3 clusters Score -1921579 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1921630.500000 Penalty: 11139.913086
	Iteration 47Q: 3 clusters Score -1921630 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1921689.500000 Penalty: 11139.913086
	Iteration 48Q: 3 clusters Score -1921690 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1921789.250000 Penalty: 11139.913086
	Iteration 49Q: 3 clusters Score -1921789 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1921889.125000 Penalty: 11139.913086
	Iteration 50Q: 3 clusters Score -1921889 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1922020.875000 Penalty: 11139.913086
	Iteration 51Q: 3 clusters Score -1922021 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1922145.125000 Penalty: 11139.913086
	Iteration 52Q: 3 clusters Score -1922145 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1922266.125000 Penalty: 11139.913086
	Iteration 53Q: 3 clusters Score -1922266 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1922400.625000 Penalty: 11139.913086
	Iteration 54Q: 3 clusters Score -1922401 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1922555.875000 Penalty: 11139.913086
	Iteration 55Q: 3 clusters Score -1922556 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1922704.125000 Penalty: 11139.913086
	Iteration 56Q: 3 clusters Score -1922704 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1922849.875000 Penalty: 11139.913086
	Iteration 57Q: 3 clusters Score -1922850 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1922973.250000 Penalty: 11139.913086
	Iteration 58Q: 3 clusters Score -1922973 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1923074.250000 Penalty: 11139.913086
	Iteration 59Q: 3 clusters Score -1923074 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1923165.250000 Penalty: 11139.913086
	Iteration 60F: 3 clusters Score -1923165 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1923251.875000 Penalty: 11139.913086
	Iteration 61Q: 3 clusters Score -1923252 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1923327.875000 Penalty: 11139.913086
	Iteration 62Q: 3 clusters Score -1923328 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1923400.750000 Penalty: 11139.913086
	Iteration 63Q: 3 clusters Score -1923401 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1923467.000000 Penalty: 11139.913086
	Iteration 64Q: 3 clusters Score -1923467 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1923535.625000 Penalty: 11139.913086
	Iteration 65Q: 3 clusters Score -1923536 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1923583.000000 Penalty: 11139.913086
	Iteration 66Q: 3 clusters Score -1923583 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1923633.875000 Penalty: 11139.913086
	Iteration 67Q: 3 clusters Score -1923634 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1923672.250000 Penalty: 11139.913086
	Iteration 68Q: 3 clusters Score -1923672 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1923718.375000 Penalty: 11139.913086
	Iteration 69Q: 3 clusters Score -1923718 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1923738.375000 Penalty: 11139.913086
	Iteration 70Q: 3 clusters Score -1923738 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1923768.875000 Penalty: 11139.913086
	Iteration 71Q: 3 clusters Score -1923769 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1923792.875000 Penalty: 11139.913086
	Iteration 72Q: 3 clusters Score -1923793 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1923819.875000 Penalty: 11139.913086
	Iteration 73Q: 3 clusters Score -1923820 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1923843.250000 Penalty: 11139.913086
	Iteration 74Q: 3 clusters Score -1923843 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1923876.625000 Penalty: 11139.913086
	Iteration 75Q: 3 clusters Score -1923877 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1923898.375000 Penalty: 11139.913086
	Iteration 76Q: 3 clusters Score -1923898 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1923918.500000 Penalty: 11139.913086
	Iteration 77Q: 3 clusters Score -1923918 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1923944.875000 Penalty: 11139.913086
	Iteration 78Q: 3 clusters Score -1923945 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1923968.500000 Penalty: 11139.913086
	Iteration 79Q: 3 clusters Score -1923968 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1923982.500000 Penalty: 11139.913086
	Iteration 80F: 3 clusters Score -1923982 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1924006.875000 Penalty: 11139.913086
	Iteration 81Q: 3 clusters Score -1924007 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1924015.500000 Penalty: 11139.913086
	Iteration 82Q: 3 clusters Score -1924016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1924018.000000 Penalty: 11139.913086
	Iteration 83Q: 3 clusters Score -1924018 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1924030.000000 Penalty: 11139.913086
	Iteration 84Q: 3 clusters Score -1924030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1924038.750000 Penalty: 11139.913086
	Iteration 85Q: 3 clusters Score -1924039 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1924049.250000 Penalty: 11139.913086
	Iteration 86Q: 3 clusters Score -1924049 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1924067.625000 Penalty: 11139.913086
	Iteration 87Q: 3 clusters Score -1924068 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1924088.750000 Penalty: 11139.913086
	Iteration 88Q: 3 clusters Score -1924089 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1924105.875000 Penalty: 11139.913086
	Iteration 89Q: 3 clusters Score -1924106 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1924123.875000 Penalty: 11139.913086
	Iteration 90Q: 3 clusters Score -1924124 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1924145.250000 Penalty: 11139.913086
	Iteration 91Q: 3 clusters Score -1924145 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1924159.750000 Penalty: 11139.913086
	Iteration 92Q: 3 clusters Score -1924160 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1924179.875000 Penalty: 11139.913086
	Iteration 93Q: 3 clusters Score -1924180 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1924194.750000 Penalty: 11139.913086
	Iteration 94Q: 3 clusters Score -1924195 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1924210.500000 Penalty: 11139.913086
	Iteration 95Q: 3 clusters Score -1924210 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1924238.625000 Penalty: 11139.913086
	Iteration 96Q: 3 clusters Score -1924239 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1924259.250000 Penalty: 11139.913086
	Iteration 97Q: 3 clusters Score -1924259 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1924294.000000 Penalty: 11139.913086
	Iteration 98Q: 3 clusters Score -1924294 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1924318.875000 Penalty: 11139.913086
	Iteration 99Q: 3 clusters Score -1924319 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1924338.500000 Penalty: 11139.913086
	Iteration 100F: 3 clusters Score -1924338 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1924356.375000 Penalty: 11139.913086
	Iteration 101Q: 3 clusters Score -1924356 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1924366.500000 Penalty: 11139.913086
	Iteration 102Q: 3 clusters Score -1924366 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1924374.750000 Penalty: 11139.913086
	Iteration 103Q: 3 clusters Score -1924375 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1924379.375000 Penalty: 11139.913086
	Iteration 104Q: 3 clusters Score -1924379 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1924389.125000 Penalty: 11139.913086
	Iteration 105Q: 3 clusters Score -1924389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1924390.875000 Penalty: 11139.913086
	Iteration 106Q: 3 clusters Score -1924391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1924394.125000 Penalty: 11139.913086
	Iteration 107Q: 3 clusters Score -1924394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1924398.500000 Penalty: 11139.913086
	Iteration 108Q: 3 clusters Score -1924398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1924401.250000 Penalty: 11139.913086
	Iteration 109Q: 3 clusters Score -1924401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1924400.750000 Penalty: 11139.913086
	Iteration 110Q: 3 clusters Score -1924401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1924406.250000 Penalty: 11139.913086
	Iteration 111Q: 3 clusters Score -1924406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1924406.250000 Penalty: 11139.913086
	Iteration 112Q: 3 clusters Score -1924406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1924403.000000 Penalty: 11139.913086
	Iteration 113Q: 3 clusters Score -1924403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1924403.000000 Penalty: 11139.913086
	Iteration 114F: 3 clusters Score -1924403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Entering Unmasked Estep 
Score: -264861.218750 Penalty: 4407.970703
	Iteration 0F: 2 clusters Score -264861.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -260458.312500 Penalty: 8815.941406
	Iteration 0F: 3 clusters Score -260458.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -261122.984375 Penalty: 8815.941406
	Iteration 1F: 3 clusters Score -261123 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -261764.609375 Penalty: 8815.941406
	Iteration 2F: 3 clusters Score -261764.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -262425.031250 Penalty: 8815.941406
	Iteration 3F: 3 clusters Score -262425 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -262995.218750 Penalty: 8815.941406
	Iteration 4F: 3 clusters Score -262995.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -263569.218750 Penalty: 8815.941406
	Iteration 5F: 3 clusters Score -263569.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -263890.031250 Penalty: 8815.941406
	Iteration 6Q: 3 clusters Score -263890 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -264209.343750 Penalty: 8815.941406
	Iteration 7Q: 3 clusters Score -264209.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -264459.781250 Penalty: 8815.941406
	Iteration 8Q: 3 clusters Score -264459.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -264526.062500 Penalty: 8815.941406
	Iteration 9Q: 3 clusters Score -264526.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -264575.781250 Penalty: 8815.941406
	Iteration 10Q: 3 clusters Score -264575.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -264618.281250 Penalty: 8815.941406
	Iteration 11Q: 3 clusters Score -264618.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -264662.406250 Penalty: 8815.941406
	Iteration 12Q: 3 clusters Score -264662.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -264679.031250 Penalty: 8815.941406
	Iteration 13Q: 3 clusters Score -264679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -264724.875000 Penalty: 8815.941406
	Iteration 14Q: 3 clusters Score -264724.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -264782.312500 Penalty: 8815.941406
	Iteration 15Q: 3 clusters Score -264782.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -264818.875000 Penalty: 8815.941406
	Iteration 16Q: 3 clusters Score -264818.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -264849.437500 Penalty: 8815.941406
	Iteration 17Q: 3 clusters Score -264849.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -264876.250000 Penalty: 8815.941406
	Iteration 18Q: 3 clusters Score -264876.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -264881.250000 Penalty: 8815.941406
	Iteration 19Q: 3 clusters Score -264881.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -264881.250000 Penalty: 8815.941406
	Iteration 20F: 3 clusters Score -264881.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 14965 members 
Mstep: Class 3 contains 35967 members 
Mstep: Class 4 contains 61919 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 29070 members 
Mstep: Class 7 contains 8900 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 9538 members 
Mstep: Class 10 contains 32588 members 
Mstep: Class 11 contains 70990 members 
Mstep: Class 12 contains 9929 members 
Mstep: Class 13 contains 868 members 
Mstep: Class 14 contains 142160 members 
Mstep: Class 15 contains 38152 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8299 members 
Mstep: Class 18 contains 13613 members 
Mstep: Class 19 contains 61407 members 
Mstep: Class 20 contains 29301 members 
Mstep: Class 21 contains 69348 members 
Mstep: Class 22 contains 2940 members 
Mstep: Class 23 contains 52230 members 
Mstep: Class 24 contains 13846 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 512 members 
Entering Unmasked Estep 
Score: -157275248.000000 Penalty: 214727.484375
Splitting cluster 8 changes total score from -157279104.000000 to -157275248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (9538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Entering Unmasked Estep 
Score: -2146027.500000 Penalty: 5612.361328
	Iteration 0F: 2 clusters Score -2146028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -2136045.750000 Penalty: 11224.722656
	Iteration 0F: 3 clusters Score -2136046 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -2138060.750000 Penalty: 11224.722656
	Iteration 1F: 3 clusters Score -2138061 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -2138478.500000 Penalty: 11224.722656
	Iteration 2F: 3 clusters Score -2138478 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -2138709.500000 Penalty: 11224.722656
	Iteration 3Q: 3 clusters Score -2138710 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -2138837.250000 Penalty: 11224.722656
	Iteration 4Q: 3 clusters Score -2138837 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -2138948.000000 Penalty: 11224.722656
	Iteration 5Q: 3 clusters Score -2138948 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -2139037.750000 Penalty: 11224.722656
	Iteration 6Q: 3 clusters Score -2139038 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -2139112.250000 Penalty: 11224.722656
	Iteration 7Q: 3 clusters Score -2139112 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -2139168.250000 Penalty: 11224.722656
	Iteration 8Q: 3 clusters Score -2139168 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -2139204.250000 Penalty: 11224.722656
	Iteration 9Q: 3 clusters Score -2139204 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -2139236.250000 Penalty: 11224.722656
	Iteration 10Q: 3 clusters Score -2139236 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -2139268.000000 Penalty: 11224.722656
	Iteration 11Q: 3 clusters Score -2139268 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -2139287.500000 Penalty: 11224.722656
	Iteration 12Q: 3 clusters Score -2139288 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -2139313.250000 Penalty: 11224.722656
	Iteration 13Q: 3 clusters Score -2139313 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -2139346.250000 Penalty: 11224.722656
	Iteration 14Q: 3 clusters Score -2139346 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -2139352.500000 Penalty: 11224.722656
	Iteration 15Q: 3 clusters Score -2139352 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -2139367.500000 Penalty: 11224.722656
	Iteration 16Q: 3 clusters Score -2139368 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -2139384.250000 Penalty: 11224.722656
	Iteration 17Q: 3 clusters Score -2139384 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -2139402.250000 Penalty: 11224.722656
	Iteration 18Q: 3 clusters Score -2139402 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -2139420.250000 Penalty: 11224.722656
	Iteration 19Q: 3 clusters Score -2139420 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -2139430.000000 Penalty: 11224.722656
	Iteration 20F: 3 clusters Score -2139430 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -2139436.250000 Penalty: 11224.722656
	Iteration 21Q: 3 clusters Score -2139436 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -2139453.000000 Penalty: 11224.722656
	Iteration 22Q: 3 clusters Score -2139453 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -2139466.000000 Penalty: 11224.722656
	Iteration 23Q: 3 clusters Score -2139466 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -2139476.750000 Penalty: 11224.722656
	Iteration 24Q: 3 clusters Score -2139477 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -2139487.750000 Penalty: 11224.722656
	Iteration 25Q: 3 clusters Score -2139488 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -2139504.000000 Penalty: 11224.722656
	Iteration 26Q: 3 clusters Score -2139504 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -2139508.750000 Penalty: 11224.722656
	Iteration 27Q: 3 clusters Score -2139509 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -2139522.750000 Penalty: 11224.722656
	Iteration 28Q: 3 clusters Score -2139523 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -2139534.000000 Penalty: 11224.722656
	Iteration 29Q: 3 clusters Score -2139534 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -2139543.750000 Penalty: 11224.722656
	Iteration 30Q: 3 clusters Score -2139544 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -2139548.500000 Penalty: 11224.722656
	Iteration 31Q: 3 clusters Score -2139548 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -2139562.750000 Penalty: 11224.722656
	Iteration 32Q: 3 clusters Score -2139563 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -2139572.500000 Penalty: 11224.722656
	Iteration 33Q: 3 clusters Score -2139572 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -2139587.250000 Penalty: 11224.722656
	Iteration 34Q: 3 clusters Score -2139587 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -2139600.500000 Penalty: 11224.722656
	Iteration 35Q: 3 clusters Score -2139600 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -2139612.750000 Penalty: 11224.722656
	Iteration 36Q: 3 clusters Score -2139613 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -2139625.000000 Penalty: 11224.722656
	Iteration 37Q: 3 clusters Score -2139625 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -2139628.750000 Penalty: 11224.722656
	Iteration 38Q: 3 clusters Score -2139629 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -2139637.750000 Penalty: 11224.722656
	Iteration 39Q: 3 clusters Score -2139638 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -2139643.750000 Penalty: 11224.722656
	Iteration 40F: 3 clusters Score -2139644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -2139651.750000 Penalty: 11224.722656
	Iteration 41Q: 3 clusters Score -2139652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -2139659.000000 Penalty: 11224.722656
	Iteration 42Q: 3 clusters Score -2139659 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -2139664.500000 Penalty: 11224.722656
	Iteration 43Q: 3 clusters Score -2139664 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -2139679.500000 Penalty: 11224.722656
	Iteration 44Q: 3 clusters Score -2139680 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -2139688.000000 Penalty: 11224.722656
	Iteration 45Q: 3 clusters Score -2139688 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -2139695.500000 Penalty: 11224.722656
	Iteration 46Q: 3 clusters Score -2139696 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -2139706.750000 Penalty: 11224.722656
	Iteration 47Q: 3 clusters Score -2139707 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -2139711.250000 Penalty: 11224.722656
	Iteration 48Q: 3 clusters Score -2139711 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -2139725.750000 Penalty: 11224.722656
	Iteration 49Q: 3 clusters Score -2139726 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -2139744.500000 Penalty: 11224.722656
	Iteration 50Q: 3 clusters Score -2139744 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -2139766.000000 Penalty: 11224.722656
	Iteration 51Q: 3 clusters Score -2139766 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -2139787.750000 Penalty: 11224.722656
	Iteration 52Q: 3 clusters Score -2139788 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -2139798.750000 Penalty: 11224.722656
	Iteration 53Q: 3 clusters Score -2139799 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -2139810.750000 Penalty: 11224.722656
	Iteration 54Q: 3 clusters Score -2139811 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -2139834.750000 Penalty: 11224.722656
	Iteration 55Q: 3 clusters Score -2139835 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -2139849.000000 Penalty: 11224.722656
	Iteration 56Q: 3 clusters Score -2139849 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -2139859.750000 Penalty: 11224.722656
	Iteration 57Q: 3 clusters Score -2139860 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -2139877.250000 Penalty: 11224.722656
	Iteration 58Q: 3 clusters Score -2139877 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -2139901.750000 Penalty: 11224.722656
	Iteration 59Q: 3 clusters Score -2139902 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -2139923.000000 Penalty: 11224.722656
	Iteration 60F: 3 clusters Score -2139923 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -2139939.000000 Penalty: 11224.722656
	Iteration 61Q: 3 clusters Score -2139939 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -2139959.500000 Penalty: 11224.722656
	Iteration 62Q: 3 clusters Score -2139960 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -2139979.500000 Penalty: 11224.722656
	Iteration 63Q: 3 clusters Score -2139980 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -2140004.500000 Penalty: 11224.722656
	Iteration 64Q: 3 clusters Score -2140004 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -2140021.750000 Penalty: 11224.722656
	Iteration 65Q: 3 clusters Score -2140022 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -2140048.250000 Penalty: 11224.722656
	Iteration 66Q: 3 clusters Score -2140048 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -2140065.500000 Penalty: 11224.722656
	Iteration 67Q: 3 clusters Score -2140066 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -2140087.000000 Penalty: 11224.722656
	Iteration 68Q: 3 clusters Score -2140087 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -2140102.500000 Penalty: 11224.722656
	Iteration 69Q: 3 clusters Score -2140102 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -2140138.000000 Penalty: 11224.722656
	Iteration 70Q: 3 clusters Score -2140138 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -2140168.000000 Penalty: 11224.722656
	Iteration 71Q: 3 clusters Score -2140168 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -2140186.500000 Penalty: 11224.722656
	Iteration 72Q: 3 clusters Score -2140186 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -2140198.750000 Penalty: 11224.722656
	Iteration 73Q: 3 clusters Score -2140199 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -2140208.500000 Penalty: 11224.722656
	Iteration 74Q: 3 clusters Score -2140208 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -2140225.750000 Penalty: 11224.722656
	Iteration 75Q: 3 clusters Score -2140226 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -2140238.000000 Penalty: 11224.722656
	Iteration 76Q: 3 clusters Score -2140238 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -2140257.250000 Penalty: 11224.722656
	Iteration 77Q: 3 clusters Score -2140257 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -2140271.250000 Penalty: 11224.722656
	Iteration 78Q: 3 clusters Score -2140271 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -2140293.500000 Penalty: 11224.722656
	Iteration 79Q: 3 clusters Score -2140294 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -2140317.500000 Penalty: 11224.722656
	Iteration 80F: 3 clusters Score -2140318 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -2140341.250000 Penalty: 11224.722656
	Iteration 81Q: 3 clusters Score -2140341 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -2140366.750000 Penalty: 11224.722656
	Iteration 82Q: 3 clusters Score -2140367 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -2140386.250000 Penalty: 11224.722656
	Iteration 83Q: 3 clusters Score -2140386 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -2140399.000000 Penalty: 11224.722656
	Iteration 84Q: 3 clusters Score -2140399 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -2140419.250000 Penalty: 11224.722656
	Iteration 85Q: 3 clusters Score -2140419 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -2140440.500000 Penalty: 11224.722656
	Iteration 86Q: 3 clusters Score -2140440 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -2140451.750000 Penalty: 11224.722656
	Iteration 87Q: 3 clusters Score -2140452 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -2140481.500000 Penalty: 11224.722656
	Iteration 88Q: 3 clusters Score -2140482 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -2140511.000000 Penalty: 11224.722656
	Iteration 89Q: 3 clusters Score -2140511 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -2140539.500000 Penalty: 11224.722656
	Iteration 90Q: 3 clusters Score -2140540 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -2140559.500000 Penalty: 11224.722656
	Iteration 91Q: 3 clusters Score -2140560 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -2140593.000000 Penalty: 11224.722656
	Iteration 92Q: 3 clusters Score -2140593 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -2140629.000000 Penalty: 11224.722656
	Iteration 93Q: 3 clusters Score -2140629 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -2140662.250000 Penalty: 11224.722656
	Iteration 94Q: 3 clusters Score -2140662 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -2140687.250000 Penalty: 11224.722656
	Iteration 95Q: 3 clusters Score -2140687 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -2140701.750000 Penalty: 11224.722656
	Iteration 96Q: 3 clusters Score -2140702 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -2140720.750000 Penalty: 11224.722656
	Iteration 97Q: 3 clusters Score -2140721 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -2140744.500000 Penalty: 11224.722656
	Iteration 98Q: 3 clusters Score -2140744 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -2140773.250000 Penalty: 11224.722656
	Iteration 99Q: 3 clusters Score -2140773 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -2140809.250000 Penalty: 11224.722656
	Iteration 100F: 3 clusters Score -2140809 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -2140844.750000 Penalty: 11224.722656
	Iteration 101Q: 3 clusters Score -2140845 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -2140882.500000 Penalty: 11224.722656
	Iteration 102Q: 3 clusters Score -2140882 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -2140913.000000 Penalty: 11224.722656
	Iteration 103Q: 3 clusters Score -2140913 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -2140940.750000 Penalty: 11224.722656
	Iteration 104Q: 3 clusters Score -2140941 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -2140951.000000 Penalty: 11224.722656
	Iteration 105Q: 3 clusters Score -2140951 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -2140971.500000 Penalty: 11224.722656
	Iteration 106Q: 3 clusters Score -2140972 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -2140983.750000 Penalty: 11224.722656
	Iteration 107Q: 3 clusters Score -2140984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -2141000.250000 Penalty: 11224.722656
	Iteration 108Q: 3 clusters Score -2141000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -2141014.500000 Penalty: 11224.722656
	Iteration 109Q: 3 clusters Score -2141014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -2141029.500000 Penalty: 11224.722656
	Iteration 110Q: 3 clusters Score -2141030 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -2141040.250000 Penalty: 11224.722656
	Iteration 111Q: 3 clusters Score -2141040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -2141056.250000 Penalty: 11224.722656
	Iteration 112Q: 3 clusters Score -2141056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -2141062.000000 Penalty: 11224.722656
	Iteration 113Q: 3 clusters Score -2141062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -2141072.250000 Penalty: 11224.722656
	Iteration 114Q: 3 clusters Score -2141072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -2141081.000000 Penalty: 11224.722656
	Iteration 115Q: 3 clusters Score -2141081 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -2141098.000000 Penalty: 11224.722656
	Iteration 116Q: 3 clusters Score -2141098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -2141112.250000 Penalty: 11224.722656
	Iteration 117Q: 3 clusters Score -2141112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -2141135.500000 Penalty: 11224.722656
	Iteration 118Q: 3 clusters Score -2141136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -2141150.500000 Penalty: 11224.722656
	Iteration 119Q: 3 clusters Score -2141150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -2141159.500000 Penalty: 11224.722656
	Iteration 120F: 3 clusters Score -2141160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -2141168.000000 Penalty: 11224.722656
	Iteration 121Q: 3 clusters Score -2141168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -2141179.750000 Penalty: 11224.722656
	Iteration 122Q: 3 clusters Score -2141180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -2141183.000000 Penalty: 11224.722656
	Iteration 123Q: 3 clusters Score -2141183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -2141185.750000 Penalty: 11224.722656
	Iteration 124Q: 3 clusters Score -2141186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -2141188.750000 Penalty: 11224.722656
	Iteration 125Q: 3 clusters Score -2141189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -2141188.000000 Penalty: 11224.722656
	Iteration 126Q: 3 clusters Score -2141188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -2141189.500000 Penalty: 11224.722656
	Iteration 127Q: 3 clusters Score -2141190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -2141189.500000 Penalty: 11224.722656
	Iteration 128F: 3 clusters Score -2141190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (32588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32588 members 
Entering Unmasked Estep 
Score: -6951748.500000 Penalty: 6364.916016
	Iteration 0F: 2 clusters Score -6951748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -6927297.500000 Penalty: 12729.832031
	Iteration 0F: 3 clusters Score -6927298 nChanged 13844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -6935359.000000 Penalty: 12729.832031
	Iteration 1F: 3 clusters Score -6935359 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -6936822.500000 Penalty: 12729.832031
	Iteration 2F: 3 clusters Score -6936822 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -6938182.500000 Penalty: 12729.832031
	Iteration 3F: 3 clusters Score -6938182 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -6939533.000000 Penalty: 12729.832031
	Iteration 4F: 3 clusters Score -6939533 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -6940799.500000 Penalty: 12729.832031
	Iteration 5F: 3 clusters Score -6940800 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -6941930.000000 Penalty: 12729.832031
	Iteration 6F: 3 clusters Score -6941930 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -6943014.000000 Penalty: 12729.832031
	Iteration 7F: 3 clusters Score -6943014 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -6943899.000000 Penalty: 12729.832031
	Iteration 8Q: 3 clusters Score -6943899 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -6944538.000000 Penalty: 12729.832031
	Iteration 9Q: 3 clusters Score -6944538 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -6944964.500000 Penalty: 12729.832031
	Iteration 10Q: 3 clusters Score -6944964 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -6945251.500000 Penalty: 12729.832031
	Iteration 11Q: 3 clusters Score -6945252 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -6945451.000000 Penalty: 12729.832031
	Iteration 12Q: 3 clusters Score -6945451 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -6945588.000000 Penalty: 12729.832031
	Iteration 13Q: 3 clusters Score -6945588 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -6945667.000000 Penalty: 12729.832031
	Iteration 14Q: 3 clusters Score -6945667 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -6945749.500000 Penalty: 12729.832031
	Iteration 15Q: 3 clusters Score -6945750 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -6945822.500000 Penalty: 12729.832031
	Iteration 16Q: 3 clusters Score -6945822 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -6945862.000000 Penalty: 12729.832031
	Iteration 17Q: 3 clusters Score -6945862 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -6945905.500000 Penalty: 12729.832031
	Iteration 18Q: 3 clusters Score -6945906 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -6945942.000000 Penalty: 12729.832031
	Iteration 19Q: 3 clusters Score -6945942 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -6945968.000000 Penalty: 12729.832031
	Iteration 20F: 3 clusters Score -6945968 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -6946023.000000 Penalty: 12729.832031
	Iteration 21Q: 3 clusters Score -6946023 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -6946021.000000 Penalty: 12729.832031
	Iteration 22Q: 3 clusters Score -6946021 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -6946047.500000 Penalty: 12729.832031
	Iteration 23Q: 3 clusters Score -6946048 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -6946062.000000 Penalty: 12729.832031
	Iteration 24Q: 3 clusters Score -6946062 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -6946082.500000 Penalty: 12729.832031
	Iteration 25Q: 3 clusters Score -6946082 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -6946089.000000 Penalty: 12729.832031
	Iteration 26Q: 3 clusters Score -6946089 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -6946121.000000 Penalty: 12729.832031
	Iteration 27Q: 3 clusters Score -6946121 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 21919 members 
Entering Unmasked Estep 
Score: -6946124.500000 Penalty: 12729.832031
	Iteration 28Q: 3 clusters Score -6946124 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -6946143.000000 Penalty: 12729.832031
	Iteration 29Q: 3 clusters Score -6946143 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -6946133.000000 Penalty: 12729.832031
	Iteration 30Q: 3 clusters Score -6946133 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -6946147.500000 Penalty: 12729.832031
	Iteration 31Q: 3 clusters Score -6946148 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -6946150.000000 Penalty: 12729.832031
	Iteration 32Q: 3 clusters Score -6946150 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -6946163.500000 Penalty: 12729.832031
	Iteration 33Q: 3 clusters Score -6946164 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -6946156.000000 Penalty: 12729.832031
	Iteration 34Q: 3 clusters Score -6946156 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -6946161.000000 Penalty: 12729.832031
	Iteration 35Q: 3 clusters Score -6946161 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -6946159.000000 Penalty: 12729.832031
	Iteration 36Q: 3 clusters Score -6946159 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -6946157.500000 Penalty: 12729.832031
	Iteration 37Q: 3 clusters Score -6946158 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -6946162.000000 Penalty: 12729.832031
	Iteration 38Q: 3 clusters Score -6946162 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -6946166.000000 Penalty: 12729.832031
	Iteration 39Q: 3 clusters Score -6946166 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -6946188.500000 Penalty: 12729.832031
	Iteration 40F: 3 clusters Score -6946188 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -6946185.500000 Penalty: 12729.832031
	Iteration 41Q: 3 clusters Score -6946186 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -6946183.500000 Penalty: 12729.832031
	Iteration 42Q: 3 clusters Score -6946184 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -6946179.500000 Penalty: 12729.832031
	Iteration 43Q: 3 clusters Score -6946180 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -6946189.500000 Penalty: 12729.832031
	Iteration 44Q: 3 clusters Score -6946190 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -6946193.000000 Penalty: 12729.832031
	Iteration 45Q: 3 clusters Score -6946193 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -6946202.000000 Penalty: 12729.832031
	Iteration 46Q: 3 clusters Score -6946202 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -6946194.500000 Penalty: 12729.832031
	Iteration 47Q: 3 clusters Score -6946194 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 22579 members 
Entering Unmasked Estep 
Score: -6946200.000000 Penalty: 12729.832031
	Iteration 48Q: 3 clusters Score -6946200 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -6946203.000000 Penalty: 12729.832031
	Iteration 49Q: 3 clusters Score -6946203 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -6946194.500000 Penalty: 12729.832031
	Iteration 50Q: 3 clusters Score -6946194 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -6946190.500000 Penalty: 12729.832031
	Iteration 51Q: 3 clusters Score -6946190 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -6946187.500000 Penalty: 12729.832031
	Iteration 52Q: 3 clusters Score -6946188 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -6946226.500000 Penalty: 12729.832031
	Iteration 53Q: 3 clusters Score -6946226 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -6946240.500000 Penalty: 12729.832031
	Iteration 54Q: 3 clusters Score -6946240 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -6946249.000000 Penalty: 12729.832031
	Iteration 55Q: 3 clusters Score -6946249 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -6946253.500000 Penalty: 12729.832031
	Iteration 56Q: 3 clusters Score -6946254 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -6946257.000000 Penalty: 12729.832031
	Iteration 57Q: 3 clusters Score -6946257 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -6946278.000000 Penalty: 12729.832031
	Iteration 58Q: 3 clusters Score -6946278 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -6946271.500000 Penalty: 12729.832031
	Iteration 59Q: 3 clusters Score -6946272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -6946275.500000 Penalty: 12729.832031
	Iteration 60F: 3 clusters Score -6946276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -6946274.000000 Penalty: 12729.832031
	Iteration 61Q: 3 clusters Score -6946274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -6946276.000000 Penalty: 12729.832031
	Iteration 62Q: 3 clusters Score -6946276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -6946266.000000 Penalty: 12729.832031
	Iteration 63Q: 3 clusters Score -6946266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -6946260.000000 Penalty: 12729.832031
	Iteration 64Q: 3 clusters Score -6946260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -6946263.500000 Penalty: 12729.832031
	Iteration 65Q: 3 clusters Score -6946264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -6946260.000000 Penalty: 12729.832031
	Iteration 66Q: 3 clusters Score -6946260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -6946265.000000 Penalty: 12729.832031
	Iteration 67Q: 3 clusters Score -6946265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -6946261.500000 Penalty: 12729.832031
	Iteration 68Q: 3 clusters Score -6946262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 22965 members 
Entering Unmasked Estep 
Score: -6946261.000000 Penalty: 12729.832031
	Iteration 69Q: 3 clusters Score -6946261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -6946269.000000 Penalty: 12729.832031
	Iteration 70Q: 3 clusters Score -6946269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -6946272.500000 Penalty: 12729.832031
	Iteration 71Q: 3 clusters Score -6946272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -6946272.500000 Penalty: 12729.832031
	Iteration 72F: 3 clusters Score -6946272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (70990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70990 members 
Entering Unmasked Estep 
Score: -15870747.000000 Penalty: 6841.805664
	Iteration 0F: 2 clusters Score -1.587075e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35383 members 
Mstep: Class 2 contains 35607 members 
Entering Unmasked Estep 
Score: -15821740.000000 Penalty: 13683.611328
	Iteration 0F: 3 clusters Score -1.582174e+07 nChanged 31891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35082 members 
Mstep: Class 2 contains 35908 members 
Entering Unmasked Estep 
Score: -15838861.000000 Penalty: 13683.611328
	Iteration 1F: 3 clusters Score -1.583886e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35143 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -15839945.000000 Penalty: 13683.611328
	Iteration 2Q: 3 clusters Score -1.583994e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35228 members 
Mstep: Class 2 contains 35762 members 
Entering Unmasked Estep 
Score: -15840814.000000 Penalty: 13683.611328
	Iteration 3Q: 3 clusters Score -1.584081e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35411 members 
Mstep: Class 2 contains 35579 members 
Entering Unmasked Estep 
Score: -15841680.000000 Penalty: 13683.611328
	Iteration 4Q: 3 clusters Score -1.584168e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35788 members 
Mstep: Class 2 contains 35202 members 
Entering Unmasked Estep 
Score: -15842550.000000 Penalty: 13683.611328
	Iteration 5Q: 3 clusters Score -1.584255e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36297 members 
Mstep: Class 2 contains 34693 members 
Entering Unmasked Estep 
Score: -15843635.000000 Penalty: 13683.611328
	Iteration 6Q: 3 clusters Score -1.584364e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36991 members 
Mstep: Class 2 contains 33999 members 
Entering Unmasked Estep 
Score: -15844725.000000 Penalty: 13683.611328
	Iteration 7Q: 3 clusters Score -1.584472e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37895 members 
Mstep: Class 2 contains 33095 members 
Entering Unmasked Estep 
Score: -15846106.000000 Penalty: 13683.611328
	Iteration 8Q: 3 clusters Score -1.584611e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39018 members 
Mstep: Class 2 contains 31972 members 
Entering Unmasked Estep 
Score: -15847694.000000 Penalty: 13683.611328
	Iteration 9Q: 3 clusters Score -1.584769e+07 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40262 members 
Mstep: Class 2 contains 30728 members 
Entering Unmasked Estep 
Score: -15849310.000000 Penalty: 13683.611328
	Iteration 10Q: 3 clusters Score -1.584931e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41551 members 
Mstep: Class 2 contains 29439 members 
Entering Unmasked Estep 
Score: -15850701.000000 Penalty: 13683.611328
	Iteration 11Q: 3 clusters Score -1.58507e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42852 members 
Mstep: Class 2 contains 28138 members 
Entering Unmasked Estep 
Score: -15851958.000000 Penalty: 13683.611328
	Iteration 12Q: 3 clusters Score -1.585196e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44176 members 
Mstep: Class 2 contains 26814 members 
Entering Unmasked Estep 
Score: -15852871.000000 Penalty: 13683.611328
	Iteration 13Q: 3 clusters Score -1.585287e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45441 members 
Mstep: Class 2 contains 25549 members 
Entering Unmasked Estep 
Score: -15853529.000000 Penalty: 13683.611328
	Iteration 14Q: 3 clusters Score -1.585353e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46722 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -15854085.000000 Penalty: 13683.611328
	Iteration 15Q: 3 clusters Score -1.585408e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48067 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -15854544.000000 Penalty: 13683.611328
	Iteration 16Q: 3 clusters Score -1.585454e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49471 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -15854980.000000 Penalty: 13683.611328
	Iteration 17Q: 3 clusters Score -1.585498e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50962 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -15855426.000000 Penalty: 13683.611328
	Iteration 18Q: 3 clusters Score -1.585543e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52530 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -15855964.000000 Penalty: 13683.611328
	Iteration 19Q: 3 clusters Score -1.585596e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54179 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -15856530.000000 Penalty: 13683.611328
	Iteration 20F: 3 clusters Score -1.585653e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55899 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -15857253.000000 Penalty: 13683.611328
	Iteration 21Q: 3 clusters Score -1.585725e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57684 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -15858009.000000 Penalty: 13683.611328
	Iteration 22Q: 3 clusters Score -1.585801e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59494 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -15858949.000000 Penalty: 13683.611328
	Iteration 23Q: 3 clusters Score -1.585895e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61310 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -15859925.000000 Penalty: 13683.611328
	Iteration 24Q: 3 clusters Score -1.585992e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62980 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -15860857.000000 Penalty: 13683.611328
	Iteration 25Q: 3 clusters Score -1.586086e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64543 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -15861814.000000 Penalty: 13683.611328
	Iteration 26Q: 3 clusters Score -1.586181e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65868 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -15862600.000000 Penalty: 13683.611328
	Iteration 27Q: 3 clusters Score -1.58626e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66890 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -15863231.000000 Penalty: 13683.611328
	Iteration 28Q: 3 clusters Score -1.586323e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67602 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -15863688.000000 Penalty: 13683.611328
	Iteration 29Q: 3 clusters Score -1.586369e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68095 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -15864024.000000 Penalty: 13683.611328
	Iteration 30Q: 3 clusters Score -1.586402e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68454 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -15864254.000000 Penalty: 13683.611328
	Iteration 31Q: 3 clusters Score -1.586425e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68721 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -15864450.000000 Penalty: 13683.611328
	Iteration 32Q: 3 clusters Score -1.586445e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68950 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -15864568.000000 Penalty: 13683.611328
	Iteration 33Q: 3 clusters Score -1.586457e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69100 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -15864691.000000 Penalty: 13683.611328
	Iteration 34Q: 3 clusters Score -1.586469e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69205 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -15864745.000000 Penalty: 13683.611328
	Iteration 35Q: 3 clusters Score -1.586474e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69286 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -15864809.000000 Penalty: 13683.611328
	Iteration 36Q: 3 clusters Score -1.586481e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69351 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -15864920.000000 Penalty: 13683.611328
	Iteration 37Q: 3 clusters Score -1.586492e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69393 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -15864928.000000 Penalty: 13683.611328
	Iteration 38Q: 3 clusters Score -1.586493e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69437 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -15864932.000000 Penalty: 13683.611328
	Iteration 39Q: 3 clusters Score -1.586493e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69462 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -15864954.000000 Penalty: 13683.611328
	Iteration 40F: 3 clusters Score -1.586495e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69487 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -15864985.000000 Penalty: 13683.611328
	Iteration 41Q: 3 clusters Score -1.586498e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69507 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -15865009.000000 Penalty: 13683.611328
	Iteration 42Q: 3 clusters Score -1.586501e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69530 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -15865004.000000 Penalty: 13683.611328
	Iteration 43Q: 3 clusters Score -1.5865e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69538 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -15865017.000000 Penalty: 13683.611328
	Iteration 44Q: 3 clusters Score -1.586502e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69545 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -15865020.000000 Penalty: 13683.611328
	Iteration 45Q: 3 clusters Score -1.586502e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69551 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -15865031.000000 Penalty: 13683.611328
	Iteration 46Q: 3 clusters Score -1.586503e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69554 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -15865032.000000 Penalty: 13683.611328
	Iteration 47Q: 3 clusters Score -1.586503e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69557 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -15865044.000000 Penalty: 13683.611328
	Iteration 48Q: 3 clusters Score -1.586504e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69563 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -15865049.000000 Penalty: 13683.611328
	Iteration 49Q: 3 clusters Score -1.586505e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69571 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -15865028.000000 Penalty: 13683.611328
	Iteration 50Q: 3 clusters Score -1.586503e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69579 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -15865036.000000 Penalty: 13683.611328
	Iteration 51Q: 3 clusters Score -1.586504e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69586 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -15865050.000000 Penalty: 13683.611328
	Iteration 52Q: 3 clusters Score -1.586505e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69594 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -15865060.000000 Penalty: 13683.611328
	Iteration 53Q: 3 clusters Score -1.586506e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69600 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -15865076.000000 Penalty: 13683.611328
	Iteration 54Q: 3 clusters Score -1.586508e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69609 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -15865067.000000 Penalty: 13683.611328
	Iteration 55Q: 3 clusters Score -1.586507e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69613 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -15865056.000000 Penalty: 13683.611328
	Iteration 56Q: 3 clusters Score -1.586506e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69617 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -15865057.000000 Penalty: 13683.611328
	Iteration 57Q: 3 clusters Score -1.586506e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69622 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -15865058.000000 Penalty: 13683.611328
	Iteration 58Q: 3 clusters Score -1.586506e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69627 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -15865073.000000 Penalty: 13683.611328
	Iteration 59Q: 3 clusters Score -1.586507e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69631 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -15865077.000000 Penalty: 13683.611328
	Iteration 60F: 3 clusters Score -1.586508e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69637 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -15865075.000000 Penalty: 13683.611328
	Iteration 61Q: 3 clusters Score -1.586508e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69646 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -15865073.000000 Penalty: 13683.611328
	Iteration 62Q: 3 clusters Score -1.586507e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69648 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -15865085.000000 Penalty: 13683.611328
	Iteration 63Q: 3 clusters Score -1.586508e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69651 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -15865089.000000 Penalty: 13683.611328
	Iteration 64Q: 3 clusters Score -1.586509e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69652 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -15865099.000000 Penalty: 13683.611328
	Iteration 65Q: 3 clusters Score -1.58651e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69653 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -15865091.000000 Penalty: 13683.611328
	Iteration 66Q: 3 clusters Score -1.586509e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69654 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -15865098.000000 Penalty: 13683.611328
	Iteration 67Q: 3 clusters Score -1.58651e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69654 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -15865111.000000 Penalty: 13683.611328
	Iteration 68Q: 3 clusters Score -1.586511e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69654 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -15865111.000000 Penalty: 13683.611328
	Iteration 69F: 3 clusters Score -1.586511e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Entering Unmasked Estep 
Score: -2136556.500000 Penalty: 5636.968750
	Iteration 0F: 2 clusters Score -2136556 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 5002 members 
Entering Unmasked Estep 
Score: -2126352.000000 Penalty: 11273.937500
	Iteration 0F: 3 clusters Score -2126352 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -2128506.500000 Penalty: 11273.937500
	Iteration 1F: 3 clusters Score -2128506 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -2128941.750000 Penalty: 11273.937500
	Iteration 2F: 3 clusters Score -2128942 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -2129201.750000 Penalty: 11273.937500
	Iteration 3Q: 3 clusters Score -2129202 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -2129352.750000 Penalty: 11273.937500
	Iteration 4Q: 3 clusters Score -2129353 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -2129473.750000 Penalty: 11273.937500
	Iteration 5Q: 3 clusters Score -2129474 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -2129555.500000 Penalty: 11273.937500
	Iteration 6Q: 3 clusters Score -2129556 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -2129619.250000 Penalty: 11273.937500
	Iteration 7Q: 3 clusters Score -2129619 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -2129676.500000 Penalty: 11273.937500
	Iteration 8Q: 3 clusters Score -2129676 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -2129738.000000 Penalty: 11273.937500
	Iteration 9Q: 3 clusters Score -2129738 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -2129807.750000 Penalty: 11273.937500
	Iteration 10Q: 3 clusters Score -2129808 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -2129864.500000 Penalty: 11273.937500
	Iteration 11Q: 3 clusters Score -2129864 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -2129898.000000 Penalty: 11273.937500
	Iteration 12Q: 3 clusters Score -2129898 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -2129939.750000 Penalty: 11273.937500
	Iteration 13Q: 3 clusters Score -2129940 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -2129965.000000 Penalty: 11273.937500
	Iteration 14Q: 3 clusters Score -2129965 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -2130004.500000 Penalty: 11273.937500
	Iteration 15Q: 3 clusters Score -2130004 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -2130035.750000 Penalty: 11273.937500
	Iteration 16Q: 3 clusters Score -2130036 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -2130065.250000 Penalty: 11273.937500
	Iteration 17Q: 3 clusters Score -2130065 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -2130096.500000 Penalty: 11273.937500
	Iteration 18Q: 3 clusters Score -2130096 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -2130145.250000 Penalty: 11273.937500
	Iteration 19Q: 3 clusters Score -2130145 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -2130192.000000 Penalty: 11273.937500
	Iteration 20F: 3 clusters Score -2130192 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -2130229.000000 Penalty: 11273.937500
	Iteration 21Q: 3 clusters Score -2130229 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -2130278.000000 Penalty: 11273.937500
	Iteration 22Q: 3 clusters Score -2130278 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -2130339.000000 Penalty: 11273.937500
	Iteration 23Q: 3 clusters Score -2130339 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -2130395.250000 Penalty: 11273.937500
	Iteration 24Q: 3 clusters Score -2130395 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -2130450.750000 Penalty: 11273.937500
	Iteration 25Q: 3 clusters Score -2130451 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -2130497.500000 Penalty: 11273.937500
	Iteration 26Q: 3 clusters Score -2130498 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -2130540.750000 Penalty: 11273.937500
	Iteration 27Q: 3 clusters Score -2130541 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -2130587.000000 Penalty: 11273.937500
	Iteration 28Q: 3 clusters Score -2130587 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -2130634.000000 Penalty: 11273.937500
	Iteration 29Q: 3 clusters Score -2130634 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -2130672.000000 Penalty: 11273.937500
	Iteration 30Q: 3 clusters Score -2130672 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -2130715.250000 Penalty: 11273.937500
	Iteration 31Q: 3 clusters Score -2130715 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -2130748.250000 Penalty: 11273.937500
	Iteration 32Q: 3 clusters Score -2130748 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -2130782.000000 Penalty: 11273.937500
	Iteration 33Q: 3 clusters Score -2130782 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -2130809.750000 Penalty: 11273.937500
	Iteration 34Q: 3 clusters Score -2130810 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -2130832.000000 Penalty: 11273.937500
	Iteration 35Q: 3 clusters Score -2130832 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -2130858.500000 Penalty: 11273.937500
	Iteration 36Q: 3 clusters Score -2130858 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -2130891.250000 Penalty: 11273.937500
	Iteration 37Q: 3 clusters Score -2130891 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -2130914.750000 Penalty: 11273.937500
	Iteration 38Q: 3 clusters Score -2130915 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -2130946.250000 Penalty: 11273.937500
	Iteration 39Q: 3 clusters Score -2130946 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -2130980.250000 Penalty: 11273.937500
	Iteration 40F: 3 clusters Score -2130980 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -2131010.750000 Penalty: 11273.937500
	Iteration 41Q: 3 clusters Score -2131011 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -2131045.500000 Penalty: 11273.937500
	Iteration 42Q: 3 clusters Score -2131046 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -2131080.750000 Penalty: 11273.937500
	Iteration 43Q: 3 clusters Score -2131081 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -2131104.000000 Penalty: 11273.937500
	Iteration 44Q: 3 clusters Score -2131104 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -2131135.750000 Penalty: 11273.937500
	Iteration 45Q: 3 clusters Score -2131136 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -2131155.750000 Penalty: 11273.937500
	Iteration 46Q: 3 clusters Score -2131156 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -2131184.750000 Penalty: 11273.937500
	Iteration 47Q: 3 clusters Score -2131185 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -2131210.500000 Penalty: 11273.937500
	Iteration 48Q: 3 clusters Score -2131210 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -2131234.000000 Penalty: 11273.937500
	Iteration 49Q: 3 clusters Score -2131234 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -2131257.250000 Penalty: 11273.937500
	Iteration 50Q: 3 clusters Score -2131257 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -2131279.250000 Penalty: 11273.937500
	Iteration 51Q: 3 clusters Score -2131279 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -2131297.750000 Penalty: 11273.937500
	Iteration 52Q: 3 clusters Score -2131298 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -2131325.250000 Penalty: 11273.937500
	Iteration 53Q: 3 clusters Score -2131325 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -2131352.500000 Penalty: 11273.937500
	Iteration 54Q: 3 clusters Score -2131352 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -2131364.750000 Penalty: 11273.937500
	Iteration 55Q: 3 clusters Score -2131365 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -2131382.000000 Penalty: 11273.937500
	Iteration 56Q: 3 clusters Score -2131382 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -2131390.500000 Penalty: 11273.937500
	Iteration 57Q: 3 clusters Score -2131390 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -2131393.000000 Penalty: 11273.937500
	Iteration 58Q: 3 clusters Score -2131393 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -2131399.750000 Penalty: 11273.937500
	Iteration 59Q: 3 clusters Score -2131400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -2131403.500000 Penalty: 11273.937500
	Iteration 60F: 3 clusters Score -2131404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -2131416.500000 Penalty: 11273.937500
	Iteration 61Q: 3 clusters Score -2131416 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -2131422.000000 Penalty: 11273.937500
	Iteration 62Q: 3 clusters Score -2131422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -2131425.250000 Penalty: 11273.937500
	Iteration 63Q: 3 clusters Score -2131425 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -2131439.500000 Penalty: 11273.937500
	Iteration 64Q: 3 clusters Score -2131440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -2131445.750000 Penalty: 11273.937500
	Iteration 65Q: 3 clusters Score -2131446 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -2131457.250000 Penalty: 11273.937500
	Iteration 66Q: 3 clusters Score -2131457 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -2131461.250000 Penalty: 11273.937500
	Iteration 67Q: 3 clusters Score -2131461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -2131462.500000 Penalty: 11273.937500
	Iteration 68Q: 3 clusters Score -2131462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -2131468.750000 Penalty: 11273.937500
	Iteration 69Q: 3 clusters Score -2131469 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -2131474.500000 Penalty: 11273.937500
	Iteration 70Q: 3 clusters Score -2131474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -2131479.250000 Penalty: 11273.937500
	Iteration 71Q: 3 clusters Score -2131479 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -2131484.500000 Penalty: 11273.937500
	Iteration 72Q: 3 clusters Score -2131484 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -2131490.750000 Penalty: 11273.937500
	Iteration 73Q: 3 clusters Score -2131491 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -2131501.250000 Penalty: 11273.937500
	Iteration 74Q: 3 clusters Score -2131501 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -2131507.000000 Penalty: 11273.937500
	Iteration 75Q: 3 clusters Score -2131507 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -2131518.000000 Penalty: 11273.937500
	Iteration 76Q: 3 clusters Score -2131518 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -2131530.000000 Penalty: 11273.937500
	Iteration 77Q: 3 clusters Score -2131530 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -2131537.250000 Penalty: 11273.937500
	Iteration 78Q: 3 clusters Score -2131537 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -2131555.750000 Penalty: 11273.937500
	Iteration 79Q: 3 clusters Score -2131556 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -2131569.000000 Penalty: 11273.937500
	Iteration 80F: 3 clusters Score -2131569 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -2131582.750000 Penalty: 11273.937500
	Iteration 81Q: 3 clusters Score -2131583 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -2131588.000000 Penalty: 11273.937500
	Iteration 82Q: 3 clusters Score -2131588 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -2131597.750000 Penalty: 11273.937500
	Iteration 83Q: 3 clusters Score -2131598 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -2131600.750000 Penalty: 11273.937500
	Iteration 84Q: 3 clusters Score -2131601 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -2131604.500000 Penalty: 11273.937500
	Iteration 85Q: 3 clusters Score -2131604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -2131606.250000 Penalty: 11273.937500
	Iteration 86Q: 3 clusters Score -2131606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -2131618.500000 Penalty: 11273.937500
	Iteration 87Q: 3 clusters Score -2131618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -2131619.750000 Penalty: 11273.937500
	Iteration 88Q: 3 clusters Score -2131620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -2131619.250000 Penalty: 11273.937500
	Iteration 89Q: 3 clusters Score -2131619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -2131626.500000 Penalty: 11273.937500
	Iteration 90Q: 3 clusters Score -2131626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -2131629.250000 Penalty: 11273.937500
	Iteration 91Q: 3 clusters Score -2131629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -2131632.750000 Penalty: 11273.937500
	Iteration 92Q: 3 clusters Score -2131633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -2131632.000000 Penalty: 11273.937500
	Iteration 93Q: 3 clusters Score -2131632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -2131639.750000 Penalty: 11273.937500
	Iteration 94Q: 3 clusters Score -2131640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -2131641.750000 Penalty: 11273.937500
	Iteration 95Q: 3 clusters Score -2131642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -2131642.250000 Penalty: 11273.937500
	Iteration 96Q: 3 clusters Score -2131642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -2131644.250000 Penalty: 11273.937500
	Iteration 97Q: 3 clusters Score -2131644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -2131647.000000 Penalty: 11273.937500
	Iteration 98Q: 3 clusters Score -2131647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -2131650.000000 Penalty: 11273.937500
	Iteration 99Q: 3 clusters Score -2131650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -2131650.250000 Penalty: 11273.937500
	Iteration 100F: 3 clusters Score -2131650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -2131654.750000 Penalty: 11273.937500
	Iteration 101Q: 3 clusters Score -2131655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -2131658.250000 Penalty: 11273.937500
	Iteration 102Q: 3 clusters Score -2131658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -2131661.000000 Penalty: 11273.937500
	Iteration 103Q: 3 clusters Score -2131661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -2131663.750000 Penalty: 11273.937500
	Iteration 104Q: 3 clusters Score -2131664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -2131667.250000 Penalty: 11273.937500
	Iteration 105Q: 3 clusters Score -2131667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -2131666.250000 Penalty: 11273.937500
	Iteration 106Q: 3 clusters Score -2131666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -2131670.250000 Penalty: 11273.937500
	Iteration 107Q: 3 clusters Score -2131670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -2131669.750000 Penalty: 11273.937500
	Iteration 108Q: 3 clusters Score -2131670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -2131669.250000 Penalty: 11273.937500
	Iteration 109Q: 3 clusters Score -2131669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -2131667.250000 Penalty: 11273.937500
	Iteration 110Q: 3 clusters Score -2131667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -2131673.000000 Penalty: 11273.937500
	Iteration 111Q: 3 clusters Score -2131673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -2131675.000000 Penalty: 11273.937500
	Iteration 112Q: 3 clusters Score -2131675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -2131674.000000 Penalty: 11273.937500
	Iteration 113Q: 3 clusters Score -2131674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -2131674.000000 Penalty: 11273.937500
	Iteration 114F: 3 clusters Score -2131674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Entering Unmasked Estep 
Score: -164060.671875 Penalty: 4144.292480
	Iteration 0F: 2 clusters Score -164060.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -160405.140625 Penalty: 8288.584961
	Iteration 0F: 3 clusters Score -160405.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -160856.531250 Penalty: 8288.584961
	Iteration 1F: 3 clusters Score -160856.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -161132.140625 Penalty: 8288.584961
	Iteration 2F: 3 clusters Score -161132.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -161330.359375 Penalty: 8288.584961
	Iteration 3F: 3 clusters Score -161330.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -161457.859375 Penalty: 8288.584961
	Iteration 4Q: 3 clusters Score -161457.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -161550.078125 Penalty: 8288.584961
	Iteration 5Q: 3 clusters Score -161550.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -161595.515625 Penalty: 8288.584961
	Iteration 6Q: 3 clusters Score -161595.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -161624.812500 Penalty: 8288.584961
	Iteration 7Q: 3 clusters Score -161624.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -161635.312500 Penalty: 8288.584961
	Iteration 8Q: 3 clusters Score -161635.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -161645.671875 Penalty: 8288.584961
	Iteration 9Q: 3 clusters Score -161645.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -161649.000000 Penalty: 8288.584961
	Iteration 10Q: 3 clusters Score -161649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -161649.000000 Penalty: 8288.584961
	Iteration 11F: 3 clusters Score -161649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (142160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142160 members 
Entering Unmasked Estep 
Score: -31514868.000000 Penalty: 7267.134277
	Iteration 0F: 2 clusters Score -3.151487e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70839 members 
Mstep: Class 2 contains 71321 members 
Entering Unmasked Estep 
Score: -31419134.000000 Penalty: 14534.268555
	Iteration 0F: 3 clusters Score -3.141913e+07 nChanged 66009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69254 members 
Mstep: Class 2 contains 72906 members 
Entering Unmasked Estep 
Score: -31455932.000000 Penalty: 14534.268555
	Iteration 1F: 3 clusters Score -3.145593e+07 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68224 members 
Mstep: Class 2 contains 73936 members 
Entering Unmasked Estep 
Score: -31457518.000000 Penalty: 14534.268555
	Iteration 2Q: 3 clusters Score -3.145752e+07 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66747 members 
Mstep: Class 2 contains 75413 members 
Entering Unmasked Estep 
Score: -31458732.000000 Penalty: 14534.268555
	Iteration 3Q: 3 clusters Score -3.145873e+07 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64601 members 
Mstep: Class 2 contains 77559 members 
Entering Unmasked Estep 
Score: -31459852.000000 Penalty: 14534.268555
	Iteration 4Q: 3 clusters Score -3.145985e+07 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61626 members 
Mstep: Class 2 contains 80534 members 
Entering Unmasked Estep 
Score: -31461342.000000 Penalty: 14534.268555
	Iteration 5Q: 3 clusters Score -3.146134e+07 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57411 members 
Mstep: Class 2 contains 84749 members 
Entering Unmasked Estep 
Score: -31463236.000000 Penalty: 14534.268555
	Iteration 6Q: 3 clusters Score -3.146324e+07 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51619 members 
Mstep: Class 2 contains 90541 members 
Entering Unmasked Estep 
Score: -31466210.000000 Penalty: 14534.268555
	Iteration 7Q: 3 clusters Score -3.146621e+07 nChanged 8012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43851 members 
Mstep: Class 2 contains 98309 members 
Entering Unmasked Estep 
Score: -31470944.000000 Penalty: 14534.268555
	Iteration 8F: 3 clusters Score -3.147094e+07 nChanged 9948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33983 members 
Mstep: Class 2 contains 108177 members 
Entering Unmasked Estep 
Score: -31478208.000000 Penalty: 14534.268555
	Iteration 9F: 3 clusters Score -3.147821e+07 nChanged 10985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 119146 members 
Entering Unmasked Estep 
Score: -31487676.000000 Penalty: 14534.268555
	Iteration 10F: 3 clusters Score -3.148768e+07 nChanged 9825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 128965 members 
Entering Unmasked Estep 
Score: -31496722.000000 Penalty: 14534.268555
	Iteration 11F: 3 clusters Score -3.149672e+07 nChanged 6561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 135522 members 
Entering Unmasked Estep 
Score: -31502780.000000 Penalty: 14534.268555
	Iteration 12Q: 3 clusters Score -3.150278e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 138893 members 
Entering Unmasked Estep 
Score: -31505728.000000 Penalty: 14534.268555
	Iteration 13Q: 3 clusters Score -3.150573e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 140327 members 
Entering Unmasked Estep 
Score: -31507098.000000 Penalty: 14534.268555
	Iteration 14Q: 3 clusters Score -3.15071e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 140862 members 
Entering Unmasked Estep 
Score: -31507690.000000 Penalty: 14534.268555
	Iteration 15Q: 3 clusters Score -3.150769e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 141116 members 
Entering Unmasked Estep 
Score: -31507980.000000 Penalty: 14534.268555
	Iteration 16Q: 3 clusters Score -3.150798e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 141240 members 
Entering Unmasked Estep 
Score: -31508152.000000 Penalty: 14534.268555
	Iteration 17Q: 3 clusters Score -3.150815e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 141317 members 
Entering Unmasked Estep 
Score: -31508212.000000 Penalty: 14534.268555
	Iteration 18Q: 3 clusters Score -3.150821e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 141346 members 
Entering Unmasked Estep 
Score: -31508292.000000 Penalty: 14534.268555
	Iteration 19Q: 3 clusters Score -3.150829e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 141364 members 
Entering Unmasked Estep 
Score: -31508290.000000 Penalty: 14534.268555
	Iteration 20F: 3 clusters Score -3.150829e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 141384 members 
Entering Unmasked Estep 
Score: -31508312.000000 Penalty: 14534.268555
	Iteration 21Q: 3 clusters Score -3.150831e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 141405 members 
Entering Unmasked Estep 
Score: -31508354.000000 Penalty: 14534.268555
	Iteration 22Q: 3 clusters Score -3.150835e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 141419 members 
Entering Unmasked Estep 
Score: -31508352.000000 Penalty: 14534.268555
	Iteration 23Q: 3 clusters Score -3.150835e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 141427 members 
Entering Unmasked Estep 
Score: -31508360.000000 Penalty: 14534.268555
	Iteration 24Q: 3 clusters Score -3.150836e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 141435 members 
Entering Unmasked Estep 
Score: -31508380.000000 Penalty: 14534.268555
	Iteration 25Q: 3 clusters Score -3.150838e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 141441 members 
Entering Unmasked Estep 
Score: -31508396.000000 Penalty: 14534.268555
	Iteration 26Q: 3 clusters Score -3.15084e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 141445 members 
Entering Unmasked Estep 
Score: -31508390.000000 Penalty: 14534.268555
	Iteration 27Q: 3 clusters Score -3.150839e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 141449 members 
Entering Unmasked Estep 
Score: -31508410.000000 Penalty: 14534.268555
	Iteration 28Q: 3 clusters Score -3.150841e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 141449 members 
Entering Unmasked Estep 
Score: -31508424.000000 Penalty: 14534.268555
	Iteration 29Q: 3 clusters Score -3.150842e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 141449 members 
Entering Unmasked Estep 
Score: -31508418.000000 Penalty: 14534.268555
	Iteration 30Q: 3 clusters Score -3.150842e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 141451 members 
Entering Unmasked Estep 
Score: -31508436.000000 Penalty: 14534.268555
	Iteration 31Q: 3 clusters Score -3.150844e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 141455 members 
Entering Unmasked Estep 
Score: -31508448.000000 Penalty: 14534.268555
	Iteration 32Q: 3 clusters Score -3.150845e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 141455 members 
Entering Unmasked Estep 
Score: -31508456.000000 Penalty: 14534.268555
	Iteration 33Q: 3 clusters Score -3.150846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 141457 members 
Entering Unmasked Estep 
Score: -31508456.000000 Penalty: 14534.268555
	Iteration 34Q: 3 clusters Score -3.150846e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 141459 members 
Entering Unmasked Estep 
Score: -31508468.000000 Penalty: 14534.268555
	Iteration 35Q: 3 clusters Score -3.150847e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 141463 members 
Entering Unmasked Estep 
Score: -31508482.000000 Penalty: 14534.268555
	Iteration 36Q: 3 clusters Score -3.150848e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 141467 members 
Entering Unmasked Estep 
Score: -31508470.000000 Penalty: 14534.268555
	Iteration 37Q: 3 clusters Score -3.150847e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 141470 members 
Entering Unmasked Estep 
Score: -31508452.000000 Penalty: 14534.268555
	Iteration 38Q: 3 clusters Score -3.150845e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 141471 members 
Entering Unmasked Estep 
Score: -31508468.000000 Penalty: 14534.268555
	Iteration 39Q: 3 clusters Score -3.150847e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 141473 members 
Entering Unmasked Estep 
Score: -31508466.000000 Penalty: 14534.268555
	Iteration 40F: 3 clusters Score -3.150847e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 141475 members 
Entering Unmasked Estep 
Score: -31508464.000000 Penalty: 14534.268555
	Iteration 41Q: 3 clusters Score -3.150846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 141475 members 
Entering Unmasked Estep 
Score: -31508476.000000 Penalty: 14534.268555
	Iteration 42Q: 3 clusters Score -3.150848e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 141476 members 
Entering Unmasked Estep 
Score: -31508474.000000 Penalty: 14534.268555
	Iteration 43Q: 3 clusters Score -3.150847e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 141476 members 
Entering Unmasked Estep 
Score: -31508474.000000 Penalty: 14534.268555
	Iteration 44F: 3 clusters Score -3.150847e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (38152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38152 members 
Entering Unmasked Estep 
Score: -8478518.000000 Penalty: 6461.466797
	Iteration 0F: 2 clusters Score -8478518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -8450455.000000 Penalty: 12922.933594
	Iteration 0F: 3 clusters Score -8450455 nChanged 16587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -8459202.000000 Penalty: 12922.933594
	Iteration 1F: 3 clusters Score -8459202 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -8460128.000000 Penalty: 12922.933594
	Iteration 2F: 3 clusters Score -8460128 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -8460816.000000 Penalty: 12922.933594
	Iteration 3Q: 3 clusters Score -8460816 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -8461438.000000 Penalty: 12922.933594
	Iteration 4Q: 3 clusters Score -8461438 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -8462094.000000 Penalty: 12922.933594
	Iteration 5Q: 3 clusters Score -8462094 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -8462909.000000 Penalty: 12922.933594
	Iteration 6Q: 3 clusters Score -8462909 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -8463887.000000 Penalty: 12922.933594
	Iteration 7Q: 3 clusters Score -8463887 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -8465112.000000 Penalty: 12922.933594
	Iteration 8Q: 3 clusters Score -8465112 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -8466583.000000 Penalty: 12922.933594
	Iteration 9F: 3 clusters Score -8466583 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -8468170.000000 Penalty: 12922.933594
	Iteration 10F: 3 clusters Score -8468170 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -8469973.000000 Penalty: 12922.933594
	Iteration 11F: 3 clusters Score -8469973 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -8472022.000000 Penalty: 12922.933594
	Iteration 12F: 3 clusters Score -8472022 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -8473876.000000 Penalty: 12922.933594
	Iteration 13F: 3 clusters Score -8473876 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -8475250.000000 Penalty: 12922.933594
	Iteration 14Q: 3 clusters Score -8475250 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -8476094.000000 Penalty: 12922.933594
	Iteration 15Q: 3 clusters Score -8476094 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -8476590.000000 Penalty: 12922.933594
	Iteration 16Q: 3 clusters Score -8476590 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -8476831.000000 Penalty: 12922.933594
	Iteration 17Q: 3 clusters Score -8476831 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -8476968.000000 Penalty: 12922.933594
	Iteration 18Q: 3 clusters Score -8476968 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -8477024.000000 Penalty: 12922.933594
	Iteration 19Q: 3 clusters Score -8477024 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -8477120.000000 Penalty: 12922.933594
	Iteration 20F: 3 clusters Score -8477120 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -8477206.000000 Penalty: 12922.933594
	Iteration 21Q: 3 clusters Score -8477206 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -8477283.000000 Penalty: 12922.933594
	Iteration 22Q: 3 clusters Score -8477283 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -8477363.000000 Penalty: 12922.933594
	Iteration 23Q: 3 clusters Score -8477363 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -8477405.000000 Penalty: 12922.933594
	Iteration 24Q: 3 clusters Score -8477405 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -8477474.000000 Penalty: 12922.933594
	Iteration 25Q: 3 clusters Score -8477474 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -8477589.000000 Penalty: 12922.933594
	Iteration 26Q: 3 clusters Score -8477589 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -8477663.000000 Penalty: 12922.933594
	Iteration 27Q: 3 clusters Score -8477663 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
Score: -8477757.000000 Penalty: 12922.933594
	Iteration 28Q: 3 clusters Score -8477757 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -8477861.000000 Penalty: 12922.933594
	Iteration 29Q: 3 clusters Score -8477861 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -8477913.000000 Penalty: 12922.933594
	Iteration 30Q: 3 clusters Score -8477913 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -8478053.000000 Penalty: 12922.933594
	Iteration 31Q: 3 clusters Score -8478053 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -8478225.000000 Penalty: 12922.933594
	Iteration 32Q: 3 clusters Score -8478225 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 26167 members 
Entering Unmasked Estep 
Score: -8478520.000000 Penalty: 12922.933594
	Iteration 33Q: 3 clusters Score -8478520 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
Score: -8478951.000000 Penalty: 12922.933594
	Iteration 34Q: 3 clusters Score -8478951 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
Score: -8479486.000000 Penalty: 12922.933594
	Iteration 35Q: 3 clusters Score -8479486 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 27737 members 
Entering Unmasked Estep 
Score: -8480390.000000 Penalty: 12922.933594
	Iteration 36Q: 3 clusters Score -8480390 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 28283 members 
Entering Unmasked Estep 
Score: -8481511.000000 Penalty: 12922.933594
	Iteration 37Q: 3 clusters Score -8481511 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 28711 members 
Entering Unmasked Estep 
Score: -8482287.000000 Penalty: 12922.933594
	Iteration 38Q: 3 clusters Score -8482287 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 29030 members 
Entering Unmasked Estep 
Score: -8482608.000000 Penalty: 12922.933594
	Iteration 39Q: 3 clusters Score -8482608 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 29266 members 
Entering Unmasked Estep 
Score: -8482759.000000 Penalty: 12922.933594
	Iteration 40F: 3 clusters Score -8482759 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 29434 members 
Entering Unmasked Estep 
Score: -8482837.000000 Penalty: 12922.933594
	Iteration 41Q: 3 clusters Score -8482837 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 29535 members 
Entering Unmasked Estep 
Score: -8482849.000000 Penalty: 12922.933594
	Iteration 42Q: 3 clusters Score -8482849 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 29622 members 
Entering Unmasked Estep 
Score: -8482875.000000 Penalty: 12922.933594
	Iteration 43Q: 3 clusters Score -8482875 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 29676 members 
Entering Unmasked Estep 
Score: -8482903.000000 Penalty: 12922.933594
	Iteration 44Q: 3 clusters Score -8482903 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 29717 members 
Entering Unmasked Estep 
Score: -8482914.000000 Penalty: 12922.933594
	Iteration 45Q: 3 clusters Score -8482914 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 29753 members 
Entering Unmasked Estep 
Score: -8482921.000000 Penalty: 12922.933594
	Iteration 46Q: 3 clusters Score -8482921 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 29776 members 
Entering Unmasked Estep 
Score: -8482937.000000 Penalty: 12922.933594
	Iteration 47Q: 3 clusters Score -8482937 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 29799 members 
Entering Unmasked Estep 
Score: -8482933.000000 Penalty: 12922.933594
	Iteration 48Q: 3 clusters Score -8482933 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 29814 members 
Entering Unmasked Estep 
Score: -8482930.000000 Penalty: 12922.933594
	Iteration 49Q: 3 clusters Score -8482930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 29825 members 
Entering Unmasked Estep 
Score: -8482924.000000 Penalty: 12922.933594
	Iteration 50Q: 3 clusters Score -8482924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 29842 members 
Entering Unmasked Estep 
Score: -8482920.000000 Penalty: 12922.933594
	Iteration 51Q: 3 clusters Score -8482920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 29850 members 
Entering Unmasked Estep 
Score: -8482925.000000 Penalty: 12922.933594
	Iteration 52Q: 3 clusters Score -8482925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 29856 members 
Entering Unmasked Estep 
Score: -8482924.000000 Penalty: 12922.933594
	Iteration 53Q: 3 clusters Score -8482924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 29858 members 
Entering Unmasked Estep 
Score: -8482913.000000 Penalty: 12922.933594
	Iteration 54Q: 3 clusters Score -8482913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 29860 members 
Entering Unmasked Estep 
Score: -8482924.000000 Penalty: 12922.933594
	Iteration 55Q: 3 clusters Score -8482924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 29862 members 
Entering Unmasked Estep 
Score: -8482930.000000 Penalty: 12922.933594
	Iteration 56Q: 3 clusters Score -8482930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 29863 members 
Entering Unmasked Estep 
Score: -8482934.000000 Penalty: 12922.933594
	Iteration 57Q: 3 clusters Score -8482934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 29863 members 
Entering Unmasked Estep 
Score: -8482934.000000 Penalty: 12922.933594
	Iteration 58F: 3 clusters Score -8482934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 14965 members 
Mstep: Class 3 contains 35967 members 
Mstep: Class 4 contains 61919 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 29070 members 
Mstep: Class 7 contains 8900 members 
Mstep: Class 8 contains 1335 members 
Mstep: Class 9 contains 9538 members 
Mstep: Class 10 contains 32588 members 
Mstep: Class 11 contains 70990 members 
Mstep: Class 12 contains 9929 members 
Mstep: Class 13 contains 868 members 
Mstep: Class 14 contains 142160 members 
Mstep: Class 15 contains 8289 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8299 members 
Mstep: Class 18 contains 13613 members 
Mstep: Class 19 contains 61407 members 
Mstep: Class 20 contains 29301 members 
Mstep: Class 21 contains 69348 members 
Mstep: Class 22 contains 2940 members 
Mstep: Class 23 contains 52230 members 
Mstep: Class 24 contains 13846 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 29863 members 
Entering Unmasked Estep 
Score: -157281568.000000 Penalty: 214727.484375
Splitting cluster 15 changes total score from -157279104.000000 to -157281568.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 16 (1176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Entering Unmasked Estep 
Score: -233614.312500 Penalty: 4330.297852
	Iteration 0F: 2 clusters Score -233614.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -229410.578125 Penalty: 8660.595703
	Iteration 0F: 3 clusters Score -229410.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -229934.203125 Penalty: 8660.595703
	Iteration 1F: 3 clusters Score -229934.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -230150.937500 Penalty: 8660.595703
	Iteration 2F: 3 clusters Score -230150.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -230266.812500 Penalty: 8660.595703
	Iteration 3Q: 3 clusters Score -230266.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -230346.656250 Penalty: 8660.595703
	Iteration 4Q: 3 clusters Score -230346.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -230419.515625 Penalty: 8660.595703
	Iteration 5Q: 3 clusters Score -230419.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -230483.890625 Penalty: 8660.595703
	Iteration 6Q: 3 clusters Score -230483.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -230543.890625 Penalty: 8660.595703
	Iteration 7Q: 3 clusters Score -230543.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -230647.968750 Penalty: 8660.595703
	Iteration 8Q: 3 clusters Score -230648 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -230756.906250 Penalty: 8660.595703
	Iteration 9Q: 3 clusters Score -230756.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -230854.750000 Penalty: 8660.595703
	Iteration 10Q: 3 clusters Score -230854.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -230890.750000 Penalty: 8660.595703
	Iteration 11Q: 3 clusters Score -230890.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -230918.218750 Penalty: 8660.595703
	Iteration 12Q: 3 clusters Score -230918.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -230929.921875 Penalty: 8660.595703
	Iteration 13Q: 3 clusters Score -230929.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -230935.375000 Penalty: 8660.595703
	Iteration 14Q: 3 clusters Score -230935.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -230943.531250 Penalty: 8660.595703
	Iteration 15Q: 3 clusters Score -230943.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -230943.531250 Penalty: 8660.595703
	Iteration 16F: 3 clusters Score -230943.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Entering Unmasked Estep 
Score: -1764582.500000 Penalty: 5527.132812
	Iteration 0F: 2 clusters Score -1764582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1755441.875000 Penalty: 11054.265625
	Iteration 0F: 3 clusters Score -1755442 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1757342.125000 Penalty: 11054.265625
	Iteration 1F: 3 clusters Score -1757342 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1757929.375000 Penalty: 11054.265625
	Iteration 2F: 3 clusters Score -1757929 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1758398.250000 Penalty: 11054.265625
	Iteration 3F: 3 clusters Score -1758398 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1758831.125000 Penalty: 11054.265625
	Iteration 4Q: 3 clusters Score -1758831 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1759266.875000 Penalty: 11054.265625
	Iteration 5F: 3 clusters Score -1759267 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1759636.750000 Penalty: 11054.265625
	Iteration 6Q: 3 clusters Score -1759637 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1759901.625000 Penalty: 11054.265625
	Iteration 7Q: 3 clusters Score -1759902 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1760121.375000 Penalty: 11054.265625
	Iteration 8Q: 3 clusters Score -1760121 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1760302.875000 Penalty: 11054.265625
	Iteration 9Q: 3 clusters Score -1760303 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1760463.125000 Penalty: 11054.265625
	Iteration 10Q: 3 clusters Score -1760463 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1760608.375000 Penalty: 11054.265625
	Iteration 11Q: 3 clusters Score -1760608 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1760741.750000 Penalty: 11054.265625
	Iteration 12Q: 3 clusters Score -1760742 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1760866.625000 Penalty: 11054.265625
	Iteration 13Q: 3 clusters Score -1760867 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1760961.000000 Penalty: 11054.265625
	Iteration 14Q: 3 clusters Score -1760961 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1761034.125000 Penalty: 11054.265625
	Iteration 15Q: 3 clusters Score -1761034 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1761089.375000 Penalty: 11054.265625
	Iteration 16Q: 3 clusters Score -1761089 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1761121.375000 Penalty: 11054.265625
	Iteration 17Q: 3 clusters Score -1761121 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1761154.125000 Penalty: 11054.265625
	Iteration 18Q: 3 clusters Score -1761154 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1761177.875000 Penalty: 11054.265625
	Iteration 19Q: 3 clusters Score -1761178 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1761189.500000 Penalty: 11054.265625
	Iteration 20F: 3 clusters Score -1761190 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1761200.125000 Penalty: 11054.265625
	Iteration 21Q: 3 clusters Score -1761200 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1761212.875000 Penalty: 11054.265625
	Iteration 22Q: 3 clusters Score -1761213 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1761217.375000 Penalty: 11054.265625
	Iteration 23Q: 3 clusters Score -1761217 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1761225.125000 Penalty: 11054.265625
	Iteration 24Q: 3 clusters Score -1761225 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1761241.000000 Penalty: 11054.265625
	Iteration 25Q: 3 clusters Score -1761241 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1761247.125000 Penalty: 11054.265625
	Iteration 26Q: 3 clusters Score -1761247 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1761247.750000 Penalty: 11054.265625
	Iteration 27Q: 3 clusters Score -1761248 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1761262.875000 Penalty: 11054.265625
	Iteration 28Q: 3 clusters Score -1761263 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1761267.250000 Penalty: 11054.265625
	Iteration 29Q: 3 clusters Score -1761267 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1761279.000000 Penalty: 11054.265625
	Iteration 30Q: 3 clusters Score -1761279 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1761291.250000 Penalty: 11054.265625
	Iteration 31Q: 3 clusters Score -1761291 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1761297.625000 Penalty: 11054.265625
	Iteration 32Q: 3 clusters Score -1761298 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1761308.625000 Penalty: 11054.265625
	Iteration 33Q: 3 clusters Score -1761309 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1761316.500000 Penalty: 11054.265625
	Iteration 34Q: 3 clusters Score -1761316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1761324.875000 Penalty: 11054.265625
	Iteration 35Q: 3 clusters Score -1761325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1761335.125000 Penalty: 11054.265625
	Iteration 36Q: 3 clusters Score -1761335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1761333.625000 Penalty: 11054.265625
	Iteration 37Q: 3 clusters Score -1761334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1761336.000000 Penalty: 11054.265625
	Iteration 38Q: 3 clusters Score -1761336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1761341.375000 Penalty: 11054.265625
	Iteration 39Q: 3 clusters Score -1761341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1761343.250000 Penalty: 11054.265625
	Iteration 40F: 3 clusters Score -1761343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1761345.750000 Penalty: 11054.265625
	Iteration 41Q: 3 clusters Score -1761346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1761345.625000 Penalty: 11054.265625
	Iteration 42Q: 3 clusters Score -1761346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1761356.000000 Penalty: 11054.265625
	Iteration 43Q: 3 clusters Score -1761356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1761359.250000 Penalty: 11054.265625
	Iteration 44Q: 3 clusters Score -1761359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1761361.500000 Penalty: 11054.265625
	Iteration 45Q: 3 clusters Score -1761362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1761363.250000 Penalty: 11054.265625
	Iteration 46Q: 3 clusters Score -1761363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1761364.000000 Penalty: 11054.265625
	Iteration 47Q: 3 clusters Score -1761364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1761364.250000 Penalty: 11054.265625
	Iteration 48Q: 3 clusters Score -1761364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1761364.375000 Penalty: 11054.265625
	Iteration 49Q: 3 clusters Score -1761364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1761364.375000 Penalty: 11054.265625
	Iteration 50F: 3 clusters Score -1761364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Entering Unmasked Estep 
Score: -3042954.750000 Penalty: 5830.253418
	Iteration 0F: 2 clusters Score -3042955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -3030430.750000 Penalty: 11660.506836
	Iteration 0F: 3 clusters Score -3030431 nChanged 5300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -3033381.250000 Penalty: 11660.506836
	Iteration 1F: 3 clusters Score -3033381 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -3033877.750000 Penalty: 11660.506836
	Iteration 2F: 3 clusters Score -3033878 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -3034194.250000 Penalty: 11660.506836
	Iteration 3Q: 3 clusters Score -3034194 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -3034370.500000 Penalty: 11660.506836
	Iteration 4Q: 3 clusters Score -3034370 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -3034500.500000 Penalty: 11660.506836
	Iteration 5Q: 3 clusters Score -3034500 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -3034607.750000 Penalty: 11660.506836
	Iteration 6Q: 3 clusters Score -3034608 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -3034696.250000 Penalty: 11660.506836
	Iteration 7Q: 3 clusters Score -3034696 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -3034790.250000 Penalty: 11660.506836
	Iteration 8Q: 3 clusters Score -3034790 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -3034860.000000 Penalty: 11660.506836
	Iteration 9Q: 3 clusters Score -3034860 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -3034945.000000 Penalty: 11660.506836
	Iteration 10Q: 3 clusters Score -3034945 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -3035015.250000 Penalty: 11660.506836
	Iteration 11Q: 3 clusters Score -3035015 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -3035078.750000 Penalty: 11660.506836
	Iteration 12Q: 3 clusters Score -3035079 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -3035139.000000 Penalty: 11660.506836
	Iteration 13Q: 3 clusters Score -3035139 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -3035183.500000 Penalty: 11660.506836
	Iteration 14Q: 3 clusters Score -3035184 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -3035220.000000 Penalty: 11660.506836
	Iteration 15Q: 3 clusters Score -3035220 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -3035258.250000 Penalty: 11660.506836
	Iteration 16Q: 3 clusters Score -3035258 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -3035288.000000 Penalty: 11660.506836
	Iteration 17Q: 3 clusters Score -3035288 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -3035332.750000 Penalty: 11660.506836
	Iteration 18Q: 3 clusters Score -3035333 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -3035360.750000 Penalty: 11660.506836
	Iteration 19Q: 3 clusters Score -3035361 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -3035387.750000 Penalty: 11660.506836
	Iteration 20F: 3 clusters Score -3035388 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -3035418.500000 Penalty: 11660.506836
	Iteration 21Q: 3 clusters Score -3035418 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -3035440.500000 Penalty: 11660.506836
	Iteration 22Q: 3 clusters Score -3035440 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -3035472.500000 Penalty: 11660.506836
	Iteration 23Q: 3 clusters Score -3035472 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -3035526.250000 Penalty: 11660.506836
	Iteration 24Q: 3 clusters Score -3035526 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -3035566.000000 Penalty: 11660.506836
	Iteration 25Q: 3 clusters Score -3035566 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -3035617.250000 Penalty: 11660.506836
	Iteration 26Q: 3 clusters Score -3035617 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -3035663.500000 Penalty: 11660.506836
	Iteration 27Q: 3 clusters Score -3035664 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -3035730.500000 Penalty: 11660.506836
	Iteration 28Q: 3 clusters Score -3035730 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -3035794.250000 Penalty: 11660.506836
	Iteration 29Q: 3 clusters Score -3035794 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -3035869.500000 Penalty: 11660.506836
	Iteration 30Q: 3 clusters Score -3035870 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -3035948.750000 Penalty: 11660.506836
	Iteration 31Q: 3 clusters Score -3035949 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -3036023.000000 Penalty: 11660.506836
	Iteration 32Q: 3 clusters Score -3036023 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -3036103.500000 Penalty: 11660.506836
	Iteration 33Q: 3 clusters Score -3036104 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -3036162.500000 Penalty: 11660.506836
	Iteration 34Q: 3 clusters Score -3036162 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -3036242.000000 Penalty: 11660.506836
	Iteration 35Q: 3 clusters Score -3036242 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -3036327.000000 Penalty: 11660.506836
	Iteration 36Q: 3 clusters Score -3036327 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -3036417.250000 Penalty: 11660.506836
	Iteration 37Q: 3 clusters Score -3036417 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -3036499.000000 Penalty: 11660.506836
	Iteration 38Q: 3 clusters Score -3036499 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -3036558.500000 Penalty: 11660.506836
	Iteration 39Q: 3 clusters Score -3036558 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -3036629.750000 Penalty: 11660.506836
	Iteration 40F: 3 clusters Score -3036630 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -3036689.000000 Penalty: 11660.506836
	Iteration 41Q: 3 clusters Score -3036689 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -3036767.500000 Penalty: 11660.506836
	Iteration 42Q: 3 clusters Score -3036768 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -3036861.500000 Penalty: 11660.506836
	Iteration 43Q: 3 clusters Score -3036862 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -3036946.750000 Penalty: 11660.506836
	Iteration 44Q: 3 clusters Score -3036947 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -3037031.500000 Penalty: 11660.506836
	Iteration 45Q: 3 clusters Score -3037032 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -3037128.000000 Penalty: 11660.506836
	Iteration 46Q: 3 clusters Score -3037128 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -3037284.250000 Penalty: 11660.506836
	Iteration 47Q: 3 clusters Score -3037284 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -3037435.000000 Penalty: 11660.506836
	Iteration 48Q: 3 clusters Score -3037435 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -3037568.000000 Penalty: 11660.506836
	Iteration 49Q: 3 clusters Score -3037568 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -3037686.750000 Penalty: 11660.506836
	Iteration 50Q: 3 clusters Score -3037687 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -3037796.250000 Penalty: 11660.506836
	Iteration 51Q: 3 clusters Score -3037796 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -3037886.500000 Penalty: 11660.506836
	Iteration 52Q: 3 clusters Score -3037886 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -3037949.500000 Penalty: 11660.506836
	Iteration 53Q: 3 clusters Score -3037950 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -3037996.250000 Penalty: 11660.506836
	Iteration 54Q: 3 clusters Score -3037996 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -3038044.000000 Penalty: 11660.506836
	Iteration 55Q: 3 clusters Score -3038044 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -3038094.250000 Penalty: 11660.506836
	Iteration 56Q: 3 clusters Score -3038094 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -3038140.250000 Penalty: 11660.506836
	Iteration 57Q: 3 clusters Score -3038140 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -3038187.250000 Penalty: 11660.506836
	Iteration 58Q: 3 clusters Score -3038187 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -3038208.750000 Penalty: 11660.506836
	Iteration 59Q: 3 clusters Score -3038209 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -3038242.000000 Penalty: 11660.506836
	Iteration 60F: 3 clusters Score -3038242 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -3038266.500000 Penalty: 11660.506836
	Iteration 61Q: 3 clusters Score -3038266 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -3038290.750000 Penalty: 11660.506836
	Iteration 62Q: 3 clusters Score -3038291 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -3038320.500000 Penalty: 11660.506836
	Iteration 63Q: 3 clusters Score -3038320 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -3038338.250000 Penalty: 11660.506836
	Iteration 64Q: 3 clusters Score -3038338 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -3038356.500000 Penalty: 11660.506836
	Iteration 65Q: 3 clusters Score -3038356 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -3038375.500000 Penalty: 11660.506836
	Iteration 66Q: 3 clusters Score -3038376 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -3038386.750000 Penalty: 11660.506836
	Iteration 67Q: 3 clusters Score -3038387 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -3038400.750000 Penalty: 11660.506836
	Iteration 68Q: 3 clusters Score -3038401 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -3038409.750000 Penalty: 11660.506836
	Iteration 69Q: 3 clusters Score -3038410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -3038421.250000 Penalty: 11660.506836
	Iteration 70Q: 3 clusters Score -3038421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -3038423.750000 Penalty: 11660.506836
	Iteration 71Q: 3 clusters Score -3038424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -3038432.250000 Penalty: 11660.506836
	Iteration 72Q: 3 clusters Score -3038432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -3038433.000000 Penalty: 11660.506836
	Iteration 73Q: 3 clusters Score -3038433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -3038438.500000 Penalty: 11660.506836
	Iteration 74Q: 3 clusters Score -3038438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -3038440.750000 Penalty: 11660.506836
	Iteration 75Q: 3 clusters Score -3038441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -3038446.500000 Penalty: 11660.506836
	Iteration 76Q: 3 clusters Score -3038446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -3038447.500000 Penalty: 11660.506836
	Iteration 77Q: 3 clusters Score -3038448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -3038454.000000 Penalty: 11660.506836
	Iteration 78Q: 3 clusters Score -3038454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -3038456.500000 Penalty: 11660.506836
	Iteration 79Q: 3 clusters Score -3038456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -3038469.500000 Penalty: 11660.506836
	Iteration 80F: 3 clusters Score -3038470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -3038473.750000 Penalty: 11660.506836
	Iteration 81Q: 3 clusters Score -3038474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -3038477.500000 Penalty: 11660.506836
	Iteration 82Q: 3 clusters Score -3038478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -3038478.250000 Penalty: 11660.506836
	Iteration 83Q: 3 clusters Score -3038478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -3038489.750000 Penalty: 11660.506836
	Iteration 84Q: 3 clusters Score -3038490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -3038488.000000 Penalty: 11660.506836
	Iteration 85Q: 3 clusters Score -3038488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -3038490.750000 Penalty: 11660.506836
	Iteration 86Q: 3 clusters Score -3038491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3038488.750000 Penalty: 11660.506836
	Iteration 87Q: 3 clusters Score -3038489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3038488.750000 Penalty: 11660.506836
	Iteration 88F: 3 clusters Score -3038489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (61407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61407 members 
Entering Unmasked Estep 
Score: -13798848.000000 Penalty: 6752.983398
	Iteration 0F: 2 clusters Score -1.379885e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 30769 members 
Entering Unmasked Estep 
Score: -13755596.000000 Penalty: 13505.966797
	Iteration 0F: 3 clusters Score -1.37556e+07 nChanged 27507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30269 members 
Mstep: Class 2 contains 31138 members 
Entering Unmasked Estep 
Score: -13770180.000000 Penalty: 13505.966797
	Iteration 1F: 3 clusters Score -1.377018e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 31443 members 
Entering Unmasked Estep 
Score: -13771120.000000 Penalty: 13505.966797
	Iteration 2Q: 3 clusters Score -1.377112e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29614 members 
Mstep: Class 2 contains 31793 members 
Entering Unmasked Estep 
Score: -13771970.000000 Penalty: 13505.966797
	Iteration 3Q: 3 clusters Score -1.377197e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29224 members 
Mstep: Class 2 contains 32183 members 
Entering Unmasked Estep 
Score: -13772710.000000 Penalty: 13505.966797
	Iteration 4Q: 3 clusters Score -1.377271e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 32675 members 
Entering Unmasked Estep 
Score: -13773428.000000 Penalty: 13505.966797
	Iteration 5Q: 3 clusters Score -1.377343e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 33200 members 
Entering Unmasked Estep 
Score: -13774065.000000 Penalty: 13505.966797
	Iteration 6Q: 3 clusters Score -1.377406e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27597 members 
Mstep: Class 2 contains 33810 members 
Entering Unmasked Estep 
Score: -13774754.000000 Penalty: 13505.966797
	Iteration 7Q: 3 clusters Score -1.377475e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 34561 members 
Entering Unmasked Estep 
Score: -13775507.000000 Penalty: 13505.966797
	Iteration 8Q: 3 clusters Score -1.377551e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
Mstep: Class 2 contains 35501 members 
Entering Unmasked Estep 
Score: -13776294.000000 Penalty: 13505.966797
	Iteration 9Q: 3 clusters Score -1.377629e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 36669 members 
Entering Unmasked Estep 
Score: -13777264.000000 Penalty: 13505.966797
	Iteration 10Q: 3 clusters Score -1.377726e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 38004 members 
Entering Unmasked Estep 
Score: -13778282.000000 Penalty: 13505.966797
	Iteration 11Q: 3 clusters Score -1.377828e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 39617 members 
Entering Unmasked Estep 
Score: -13779383.000000 Penalty: 13505.966797
	Iteration 12Q: 3 clusters Score -1.377938e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 41485 members 
Entering Unmasked Estep 
Score: -13780613.000000 Penalty: 13505.966797
	Iteration 13Q: 3 clusters Score -1.378061e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 43660 members 
Entering Unmasked Estep 
Score: -13782065.000000 Penalty: 13505.966797
	Iteration 14Q: 3 clusters Score -1.378206e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 46065 members 
Entering Unmasked Estep 
Score: -13783471.000000 Penalty: 13505.966797
	Iteration 15Q: 3 clusters Score -1.378347e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 48540 members 
Entering Unmasked Estep 
Score: -13785056.000000 Penalty: 13505.966797
	Iteration 16Q: 3 clusters Score -1.378506e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 51053 members 
Entering Unmasked Estep 
Score: -13786709.000000 Penalty: 13505.966797
	Iteration 17Q: 3 clusters Score -1.378671e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 53360 members 
Entering Unmasked Estep 
Score: -13788251.000000 Penalty: 13505.966797
	Iteration 18Q: 3 clusters Score -1.378825e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 55243 members 
Entering Unmasked Estep 
Score: -13789584.000000 Penalty: 13505.966797
	Iteration 19Q: 3 clusters Score -1.378958e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 56699 members 
Entering Unmasked Estep 
Score: -13790588.000000 Penalty: 13505.966797
	Iteration 20F: 3 clusters Score -1.379059e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 57740 members 
Entering Unmasked Estep 
Score: -13791328.000000 Penalty: 13505.966797
	Iteration 21Q: 3 clusters Score -1.379133e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 58394 members 
Entering Unmasked Estep 
Score: -13791750.000000 Penalty: 13505.966797
	Iteration 22Q: 3 clusters Score -1.379175e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 58820 members 
Entering Unmasked Estep 
Score: -13792055.000000 Penalty: 13505.966797
	Iteration 23Q: 3 clusters Score -1.379206e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 59130 members 
Entering Unmasked Estep 
Score: -13792301.000000 Penalty: 13505.966797
	Iteration 24Q: 3 clusters Score -1.37923e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 59371 members 
Entering Unmasked Estep 
Score: -13792455.000000 Penalty: 13505.966797
	Iteration 25Q: 3 clusters Score -1.379246e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 59555 members 
Entering Unmasked Estep 
Score: -13792605.000000 Penalty: 13505.966797
	Iteration 26Q: 3 clusters Score -1.37926e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 59700 members 
Entering Unmasked Estep 
Score: -13792730.000000 Penalty: 13505.966797
	Iteration 27Q: 3 clusters Score -1.379273e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 59795 members 
Entering Unmasked Estep 
Score: -13792783.000000 Penalty: 13505.966797
	Iteration 28Q: 3 clusters Score -1.379278e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 59856 members 
Entering Unmasked Estep 
Score: -13792815.000000 Penalty: 13505.966797
	Iteration 29Q: 3 clusters Score -1.379282e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 59898 members 
Entering Unmasked Estep 
Score: -13792848.000000 Penalty: 13505.966797
	Iteration 30Q: 3 clusters Score -1.379285e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 59927 members 
Entering Unmasked Estep 
Score: -13792871.000000 Penalty: 13505.966797
	Iteration 31Q: 3 clusters Score -1.379287e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 59952 members 
Entering Unmasked Estep 
Score: -13792888.000000 Penalty: 13505.966797
	Iteration 32Q: 3 clusters Score -1.379289e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 59978 members 
Entering Unmasked Estep 
Score: -13792924.000000 Penalty: 13505.966797
	Iteration 33Q: 3 clusters Score -1.379292e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 60000 members 
Entering Unmasked Estep 
Score: -13792935.000000 Penalty: 13505.966797
	Iteration 34Q: 3 clusters Score -1.379294e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 60018 members 
Entering Unmasked Estep 
Score: -13792956.000000 Penalty: 13505.966797
	Iteration 35Q: 3 clusters Score -1.379296e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 60034 members 
Entering Unmasked Estep 
Score: -13792959.000000 Penalty: 13505.966797
	Iteration 36Q: 3 clusters Score -1.379296e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 60050 members 
Entering Unmasked Estep 
Score: -13792982.000000 Penalty: 13505.966797
	Iteration 37Q: 3 clusters Score -1.379298e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 60064 members 
Entering Unmasked Estep 
Score: -13793013.000000 Penalty: 13505.966797
	Iteration 38Q: 3 clusters Score -1.379301e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 60069 members 
Entering Unmasked Estep 
Score: -13793014.000000 Penalty: 13505.966797
	Iteration 39Q: 3 clusters Score -1.379301e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 60075 members 
Entering Unmasked Estep 
Score: -13793026.000000 Penalty: 13505.966797
	Iteration 40F: 3 clusters Score -1.379303e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 60076 members 
Entering Unmasked Estep 
Score: -13793032.000000 Penalty: 13505.966797
	Iteration 41Q: 3 clusters Score -1.379303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 60078 members 
Entering Unmasked Estep 
Score: -13793013.000000 Penalty: 13505.966797
	Iteration 42Q: 3 clusters Score -1.379301e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 60081 members 
Entering Unmasked Estep 
Score: -13793012.000000 Penalty: 13505.966797
	Iteration 43Q: 3 clusters Score -1.379301e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 60082 members 
Entering Unmasked Estep 
Score: -13793010.000000 Penalty: 13505.966797
	Iteration 44Q: 3 clusters Score -1.379301e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 60085 members 
Entering Unmasked Estep 
Score: -13793021.000000 Penalty: 13505.966797
	Iteration 45Q: 3 clusters Score -1.379302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 60087 members 
Entering Unmasked Estep 
Score: -13793017.000000 Penalty: 13505.966797
	Iteration 46Q: 3 clusters Score -1.379302e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 60088 members 
Entering Unmasked Estep 
Score: -13793013.000000 Penalty: 13505.966797
	Iteration 47Q: 3 clusters Score -1.379301e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 60087 members 
Entering Unmasked Estep 
Score: -13793010.000000 Penalty: 13505.966797
	Iteration 48Q: 3 clusters Score -1.379301e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 60086 members 
Entering Unmasked Estep 
Score: -13793008.000000 Penalty: 13505.966797
	Iteration 49Q: 3 clusters Score -1.379301e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 60091 members 
Entering Unmasked Estep 
Score: -13793026.000000 Penalty: 13505.966797
	Iteration 50Q: 3 clusters Score -1.379303e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 60092 members 
Entering Unmasked Estep 
Score: -13793019.000000 Penalty: 13505.966797
	Iteration 51Q: 3 clusters Score -1.379302e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 60097 members 
Entering Unmasked Estep 
Score: -13793028.000000 Penalty: 13505.966797
	Iteration 52Q: 3 clusters Score -1.379303e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 60101 members 
Entering Unmasked Estep 
Score: -13793028.000000 Penalty: 13505.966797
	Iteration 53Q: 3 clusters Score -1.379303e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 60102 members 
Entering Unmasked Estep 
Score: -13793035.000000 Penalty: 13505.966797
	Iteration 54Q: 3 clusters Score -1.379304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 60104 members 
Entering Unmasked Estep 
Score: -13793038.000000 Penalty: 13505.966797
	Iteration 55Q: 3 clusters Score -1.379304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 60104 members 
Entering Unmasked Estep 
Score: -13793033.000000 Penalty: 13505.966797
	Iteration 56Q: 3 clusters Score -1.379303e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 60104 members 
Entering Unmasked Estep 
Score: -13793024.000000 Penalty: 13505.966797
	Iteration 57Q: 3 clusters Score -1.379302e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 60107 members 
Entering Unmasked Estep 
Score: -13793028.000000 Penalty: 13505.966797
	Iteration 58Q: 3 clusters Score -1.379303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 60109 members 
Entering Unmasked Estep 
Score: -13793033.000000 Penalty: 13505.966797
	Iteration 59Q: 3 clusters Score -1.379303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 60111 members 
Entering Unmasked Estep 
Score: -13793039.000000 Penalty: 13505.966797
	Iteration 60F: 3 clusters Score -1.379304e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 60113 members 
Entering Unmasked Estep 
Score: -13793043.000000 Penalty: 13505.966797
	Iteration 61Q: 3 clusters Score -1.379304e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 60115 members 
Entering Unmasked Estep 
Score: -13793040.000000 Penalty: 13505.966797
	Iteration 62Q: 3 clusters Score -1.379304e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 60115 members 
Entering Unmasked Estep 
Score: -13793040.000000 Penalty: 13505.966797
	Iteration 63F: 3 clusters Score -1.379304e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (29301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29301 members 
Entering Unmasked Estep 
Score: -6436318.000000 Penalty: 6299.792969
	Iteration 0F: 2 clusters Score -6436318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -6414051.500000 Penalty: 12599.585938
	Iteration 0F: 3 clusters Score -6414052 nChanged 12369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -6420455.000000 Penalty: 12599.585938
	Iteration 1F: 3 clusters Score -6420455 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -6421215.500000 Penalty: 12599.585938
	Iteration 2F: 3 clusters Score -6421216 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -6421700.000000 Penalty: 12599.585938
	Iteration 3Q: 3 clusters Score -6421700 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -6422083.500000 Penalty: 12599.585938
	Iteration 4Q: 3 clusters Score -6422084 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -6422352.000000 Penalty: 12599.585938
	Iteration 5Q: 3 clusters Score -6422352 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -6422600.000000 Penalty: 12599.585938
	Iteration 6Q: 3 clusters Score -6422600 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -6422806.500000 Penalty: 12599.585938
	Iteration 7Q: 3 clusters Score -6422806 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -6423009.500000 Penalty: 12599.585938
	Iteration 8Q: 3 clusters Score -6423010 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -6423227.500000 Penalty: 12599.585938
	Iteration 9Q: 3 clusters Score -6423228 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -6423421.500000 Penalty: 12599.585938
	Iteration 10Q: 3 clusters Score -6423422 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -6423759.500000 Penalty: 12599.585938
	Iteration 11Q: 3 clusters Score -6423760 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -6424113.500000 Penalty: 12599.585938
	Iteration 12Q: 3 clusters Score -6424114 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -6424520.500000 Penalty: 12599.585938
	Iteration 13Q: 3 clusters Score -6424520 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -6425002.000000 Penalty: 12599.585938
	Iteration 14Q: 3 clusters Score -6425002 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -6425485.000000 Penalty: 12599.585938
	Iteration 15Q: 3 clusters Score -6425485 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -6426013.000000 Penalty: 12599.585938
	Iteration 16Q: 3 clusters Score -6426013 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -6426534.500000 Penalty: 12599.585938
	Iteration 17Q: 3 clusters Score -6426534 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -6427080.000000 Penalty: 12599.585938
	Iteration 18Q: 3 clusters Score -6427080 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -6427630.000000 Penalty: 12599.585938
	Iteration 19Q: 3 clusters Score -6427630 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -6428143.000000 Penalty: 12599.585938
	Iteration 20F: 3 clusters Score -6428143 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24209 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -6428621.000000 Penalty: 12599.585938
	Iteration 21Q: 3 clusters Score -6428621 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -6429008.500000 Penalty: 12599.585938
	Iteration 22Q: 3 clusters Score -6429008 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -6429319.000000 Penalty: 12599.585938
	Iteration 23Q: 3 clusters Score -6429319 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -6429583.500000 Penalty: 12599.585938
	Iteration 24Q: 3 clusters Score -6429584 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -6429804.500000 Penalty: 12599.585938
	Iteration 25Q: 3 clusters Score -6429804 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -6429967.000000 Penalty: 12599.585938
	Iteration 26Q: 3 clusters Score -6429967 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -6430154.500000 Penalty: 12599.585938
	Iteration 27Q: 3 clusters Score -6430154 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26794 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -6430286.000000 Penalty: 12599.585938
	Iteration 28Q: 3 clusters Score -6430286 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -6430377.500000 Penalty: 12599.585938
	Iteration 29Q: 3 clusters Score -6430378 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27054 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -6430451.500000 Penalty: 12599.585938
	Iteration 30Q: 3 clusters Score -6430452 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27152 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -6430518.500000 Penalty: 12599.585938
	Iteration 31Q: 3 clusters Score -6430518 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27234 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -6430569.000000 Penalty: 12599.585938
	Iteration 32Q: 3 clusters Score -6430569 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27300 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -6430602.000000 Penalty: 12599.585938
	Iteration 33Q: 3 clusters Score -6430602 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -6430641.500000 Penalty: 12599.585938
	Iteration 34Q: 3 clusters Score -6430642 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27411 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -6430682.000000 Penalty: 12599.585938
	Iteration 35Q: 3 clusters Score -6430682 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27454 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -6430717.500000 Penalty: 12599.585938
	Iteration 36Q: 3 clusters Score -6430718 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27501 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -6430733.500000 Penalty: 12599.585938
	Iteration 37Q: 3 clusters Score -6430734 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -6430769.000000 Penalty: 12599.585938
	Iteration 38Q: 3 clusters Score -6430769 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27587 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -6430775.500000 Penalty: 12599.585938
	Iteration 39Q: 3 clusters Score -6430776 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27613 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -6430793.000000 Penalty: 12599.585938
	Iteration 40F: 3 clusters Score -6430793 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27644 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -6430798.500000 Penalty: 12599.585938
	Iteration 41Q: 3 clusters Score -6430798 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -6430819.500000 Penalty: 12599.585938
	Iteration 42Q: 3 clusters Score -6430820 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -6430850.000000 Penalty: 12599.585938
	Iteration 43Q: 3 clusters Score -6430850 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -6430868.500000 Penalty: 12599.585938
	Iteration 44Q: 3 clusters Score -6430868 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -6430884.000000 Penalty: 12599.585938
	Iteration 45Q: 3 clusters Score -6430884 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27784 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -6430885.500000 Penalty: 12599.585938
	Iteration 46Q: 3 clusters Score -6430886 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -6430910.000000 Penalty: 12599.585938
	Iteration 47Q: 3 clusters Score -6430910 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -6430922.500000 Penalty: 12599.585938
	Iteration 48Q: 3 clusters Score -6430922 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27847 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -6430939.500000 Penalty: 12599.585938
	Iteration 49Q: 3 clusters Score -6430940 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27863 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -6430944.000000 Penalty: 12599.585938
	Iteration 50Q: 3 clusters Score -6430944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27876 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -6430956.000000 Penalty: 12599.585938
	Iteration 51Q: 3 clusters Score -6430956 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -6430975.500000 Penalty: 12599.585938
	Iteration 52Q: 3 clusters Score -6430976 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27904 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -6430995.000000 Penalty: 12599.585938
	Iteration 53Q: 3 clusters Score -6430995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27914 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -6431000.000000 Penalty: 12599.585938
	Iteration 54Q: 3 clusters Score -6431000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27921 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -6430998.000000 Penalty: 12599.585938
	Iteration 55Q: 3 clusters Score -6430998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27926 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -6431007.000000 Penalty: 12599.585938
	Iteration 56Q: 3 clusters Score -6431007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27929 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -6431005.000000 Penalty: 12599.585938
	Iteration 57Q: 3 clusters Score -6431005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -6431004.000000 Penalty: 12599.585938
	Iteration 58Q: 3 clusters Score -6431004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -6431006.000000 Penalty: 12599.585938
	Iteration 59Q: 3 clusters Score -6431006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -6431020.500000 Penalty: 12599.585938
	Iteration 60F: 3 clusters Score -6431020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27943 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -6431036.000000 Penalty: 12599.585938
	Iteration 61Q: 3 clusters Score -6431036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -6431034.000000 Penalty: 12599.585938
	Iteration 62Q: 3 clusters Score -6431034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27952 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -6431025.500000 Penalty: 12599.585938
	Iteration 63Q: 3 clusters Score -6431026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -6431029.000000 Penalty: 12599.585938
	Iteration 64Q: 3 clusters Score -6431029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27960 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -6431040.500000 Penalty: 12599.585938
	Iteration 65Q: 3 clusters Score -6431040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -6431038.000000 Penalty: 12599.585938
	Iteration 66Q: 3 clusters Score -6431038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -6431046.500000 Penalty: 12599.585938
	Iteration 67Q: 3 clusters Score -6431046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27964 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -6431041.000000 Penalty: 12599.585938
	Iteration 68Q: 3 clusters Score -6431041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27966 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -6431046.500000 Penalty: 12599.585938
	Iteration 69Q: 3 clusters Score -6431046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27969 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -6431045.500000 Penalty: 12599.585938
	Iteration 70Q: 3 clusters Score -6431046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27971 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -6431042.000000 Penalty: 12599.585938
	Iteration 71Q: 3 clusters Score -6431042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27971 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -6431042.000000 Penalty: 12599.585938
	Iteration 72Q: 3 clusters Score -6431042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27971 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -6431042.000000 Penalty: 12599.585938
	Iteration 73F: 3 clusters Score -6431042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (69348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69348 members 
Entering Unmasked Estep 
Score: -15491492.000000 Penalty: 6827.471680
	Iteration 0F: 2 clusters Score -1.549149e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34797 members 
Mstep: Class 2 contains 34551 members 
Entering Unmasked Estep 
Score: -15443398.000000 Penalty: 13654.943359
	Iteration 0F: 3 clusters Score -1.54434e+07 nChanged 31059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35376 members 
Mstep: Class 2 contains 33972 members 
Entering Unmasked Estep 
Score: -15459940.000000 Penalty: 13654.943359
	Iteration 1F: 3 clusters Score -1.545994e+07 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35760 members 
Mstep: Class 2 contains 33588 members 
Entering Unmasked Estep 
Score: -15461174.000000 Penalty: 13654.943359
	Iteration 2Q: 3 clusters Score -1.546117e+07 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36343 members 
Mstep: Class 2 contains 33005 members 
Entering Unmasked Estep 
Score: -15462284.000000 Penalty: 13654.943359
	Iteration 3Q: 3 clusters Score -1.546228e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37257 members 
Mstep: Class 2 contains 32091 members 
Entering Unmasked Estep 
Score: -15463577.000000 Penalty: 13654.943359
	Iteration 4Q: 3 clusters Score -1.546358e+07 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38593 members 
Mstep: Class 2 contains 30755 members 
Entering Unmasked Estep 
Score: -15465176.000000 Penalty: 13654.943359
	Iteration 5Q: 3 clusters Score -1.546518e+07 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40597 members 
Mstep: Class 2 contains 28751 members 
Entering Unmasked Estep 
Score: -15467089.000000 Penalty: 13654.943359
	Iteration 6F: 3 clusters Score -1.546709e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43419 members 
Mstep: Class 2 contains 25929 members 
Entering Unmasked Estep 
Score: -15469557.000000 Penalty: 13654.943359
	Iteration 7F: 3 clusters Score -1.546956e+07 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46962 members 
Mstep: Class 2 contains 22386 members 
Entering Unmasked Estep 
Score: -15472514.000000 Penalty: 13654.943359
	Iteration 8F: 3 clusters Score -1.547251e+07 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50755 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -15475506.000000 Penalty: 13654.943359
	Iteration 9F: 3 clusters Score -1.547551e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54310 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -15478231.000000 Penalty: 13654.943359
	Iteration 10F: 3 clusters Score -1.547823e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57299 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -15480319.000000 Penalty: 13654.943359
	Iteration 11Q: 3 clusters Score -1.548032e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59643 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -15481861.000000 Penalty: 13654.943359
	Iteration 12Q: 3 clusters Score -1.548186e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61442 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -15483084.000000 Penalty: 13654.943359
	Iteration 13Q: 3 clusters Score -1.548308e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62779 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -15483947.000000 Penalty: 13654.943359
	Iteration 14Q: 3 clusters Score -1.548395e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63799 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -15484717.000000 Penalty: 13654.943359
	Iteration 15Q: 3 clusters Score -1.548472e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64563 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -15485508.000000 Penalty: 13654.943359
	Iteration 16Q: 3 clusters Score -1.548551e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65118 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -15486221.000000 Penalty: 13654.943359
	Iteration 17Q: 3 clusters Score -1.548622e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65497 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -15486824.000000 Penalty: 13654.943359
	Iteration 18Q: 3 clusters Score -1.548682e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65756 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -15487262.000000 Penalty: 13654.943359
	Iteration 19Q: 3 clusters Score -1.548726e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65930 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -15487593.000000 Penalty: 13654.943359
	Iteration 20F: 3 clusters Score -1.548759e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66072 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -15487895.000000 Penalty: 13654.943359
	Iteration 21Q: 3 clusters Score -1.54879e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66187 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -15488128.000000 Penalty: 13654.943359
	Iteration 22Q: 3 clusters Score -1.548813e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66298 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -15488333.000000 Penalty: 13654.943359
	Iteration 23Q: 3 clusters Score -1.548833e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66395 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -15488507.000000 Penalty: 13654.943359
	Iteration 24Q: 3 clusters Score -1.548851e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66464 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -15488667.000000 Penalty: 13654.943359
	Iteration 25Q: 3 clusters Score -1.548867e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66510 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -15488745.000000 Penalty: 13654.943359
	Iteration 26Q: 3 clusters Score -1.548874e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66541 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -15488766.000000 Penalty: 13654.943359
	Iteration 27Q: 3 clusters Score -1.548877e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66558 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -15488773.000000 Penalty: 13654.943359
	Iteration 28Q: 3 clusters Score -1.548877e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66581 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -15488759.000000 Penalty: 13654.943359
	Iteration 29Q: 3 clusters Score -1.548876e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66591 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -15488767.000000 Penalty: 13654.943359
	Iteration 30Q: 3 clusters Score -1.548877e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66593 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -15488771.000000 Penalty: 13654.943359
	Iteration 31Q: 3 clusters Score -1.548877e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66593 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -15488771.000000 Penalty: 13654.943359
	Iteration 32F: 3 clusters Score -1.548877e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Entering Unmasked Estep 
Score: -642278.875000 Penalty: 4891.525879
	Iteration 0F: 2 clusters Score -642278.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -636639.750000 Penalty: 9783.051758
	Iteration 0F: 3 clusters Score -636639.8 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -637359.500000 Penalty: 9783.051758
	Iteration 1F: 3 clusters Score -637359.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -637583.562500 Penalty: 9783.051758
	Iteration 2F: 3 clusters Score -637583.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -637684.875000 Penalty: 9783.051758
	Iteration 3Q: 3 clusters Score -637684.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -637767.187500 Penalty: 9783.051758
	Iteration 4Q: 3 clusters Score -637767.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -637857.750000 Penalty: 9783.051758
	Iteration 5Q: 3 clusters Score -637857.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -637920.812500 Penalty: 9783.051758
	Iteration 6Q: 3 clusters Score -637920.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -637981.625000 Penalty: 9783.051758
	Iteration 7Q: 3 clusters Score -637981.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -638041.875000 Penalty: 9783.051758
	Iteration 8Q: 3 clusters Score -638041.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -638094.812500 Penalty: 9783.051758
	Iteration 9Q: 3 clusters Score -638094.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -638145.125000 Penalty: 9783.051758
	Iteration 10Q: 3 clusters Score -638145.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -638206.500000 Penalty: 9783.051758
	Iteration 11Q: 3 clusters Score -638206.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -638269.000000 Penalty: 9783.051758
	Iteration 12Q: 3 clusters Score -638269 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -638342.937500 Penalty: 9783.051758
	Iteration 13Q: 3 clusters Score -638342.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -638413.750000 Penalty: 9783.051758
	Iteration 14Q: 3 clusters Score -638413.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -638493.562500 Penalty: 9783.051758
	Iteration 15Q: 3 clusters Score -638493.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -638584.625000 Penalty: 9783.051758
	Iteration 16Q: 3 clusters Score -638584.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -638729.875000 Penalty: 9783.051758
	Iteration 17Q: 3 clusters Score -638729.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -638921.187500 Penalty: 9783.051758
	Iteration 18Q: 3 clusters Score -638921.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -639100.500000 Penalty: 9783.051758
	Iteration 19Q: 3 clusters Score -639100.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -639260.375000 Penalty: 9783.051758
	Iteration 20F: 3 clusters Score -639260.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -639511.312500 Penalty: 9783.051758
	Iteration 21Q: 3 clusters Score -639511.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -639861.125000 Penalty: 9783.051758
	Iteration 22Q: 3 clusters Score -639861.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -640333.500000 Penalty: 9783.051758
	Iteration 23Q: 3 clusters Score -640333.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -641180.187500 Penalty: 9783.051758
	Iteration 24F: 3 clusters Score -641180.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -642922.375000 Penalty: 9783.051758
	Iteration 25F: 3 clusters Score -642922.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -644186.062500 Penalty: 9783.051758
	Iteration 26Q: 3 clusters Score -644186.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -644374.562500 Penalty: 9783.051758
	Iteration 27Q: 3 clusters Score -644374.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -644376.187500 Penalty: 9783.051758
	Iteration 28Q: 3 clusters Score -644376.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -644376.187500 Penalty: 9783.051758
	Iteration 29F: 3 clusters Score -644376.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 14965 members 
Mstep: Class 3 contains 35967 members 
Mstep: Class 4 contains 61919 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 29070 members 
Mstep: Class 7 contains 8900 members 
Mstep: Class 8 contains 1335 members 
Mstep: Class 9 contains 9538 members 
Mstep: Class 10 contains 32588 members 
Mstep: Class 11 contains 70990 members 
Mstep: Class 12 contains 9929 members 
Mstep: Class 13 contains 868 members 
Mstep: Class 14 contains 142160 members 
Mstep: Class 15 contains 8289 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8299 members 
Mstep: Class 18 contains 13613 members 
Mstep: Class 19 contains 61407 members 
Mstep: Class 20 contains 29301 members 
Mstep: Class 21 contains 69348 members 
Mstep: Class 22 contains 1772 members 
Mstep: Class 23 contains 52230 members 
Mstep: Class 24 contains 13846 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 29863 members 
Mstep: Class 27 contains 1168 members 
Entering Unmasked Estep 
Score: -157280736.000000 Penalty: 222986.234375
Splitting cluster 22 changes total score from -157279104.000000 to -157280736.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 23 (52230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52230 members 
Entering Unmasked Estep 
Score: -11724799.000000 Penalty: 6653.839844
	Iteration 0F: 2 clusters Score -1.17248e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 26131 members 
Entering Unmasked Estep 
Score: -11687893.000000 Penalty: 13307.679688
	Iteration 0F: 3 clusters Score -1.168789e+07 nChanged 23035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -11700415.000000 Penalty: 13307.679688
	Iteration 1F: 3 clusters Score -1.170042e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 26938 members 
Entering Unmasked Estep 
Score: -11702069.000000 Penalty: 13307.679688
	Iteration 2F: 3 clusters Score -1.170207e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -11704271.000000 Penalty: 13307.679688
	Iteration 3F: 3 clusters Score -1.170427e+07 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 29109 members 
Entering Unmasked Estep 
Score: -11708223.000000 Penalty: 13307.679688
	Iteration 4F: 3 clusters Score -1.170822e+07 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 31368 members 
Entering Unmasked Estep 
Score: -11712523.000000 Penalty: 13307.679688
	Iteration 5F: 3 clusters Score -1.171252e+07 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 34469 members 
Entering Unmasked Estep 
Score: -11716388.000000 Penalty: 13307.679688
	Iteration 6F: 3 clusters Score -1.171639e+07 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 37698 members 
Entering Unmasked Estep 
Score: -11719893.000000 Penalty: 13307.679688
	Iteration 7F: 3 clusters Score -1.171989e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 40582 members 
Entering Unmasked Estep 
Score: -11722721.000000 Penalty: 13307.679688
	Iteration 8F: 3 clusters Score -1.172272e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 42712 members 
Entering Unmasked Estep 
Score: -11724429.000000 Penalty: 13307.679688
	Iteration 9Q: 3 clusters Score -1.172443e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 44213 members 
Entering Unmasked Estep 
Score: -11725462.000000 Penalty: 13307.679688
	Iteration 10Q: 3 clusters Score -1.172546e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 45314 members 
Entering Unmasked Estep 
Score: -11726129.000000 Penalty: 13307.679688
	Iteration 11Q: 3 clusters Score -1.172613e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 46087 members 
Entering Unmasked Estep 
Score: -11726577.000000 Penalty: 13307.679688
	Iteration 12Q: 3 clusters Score -1.172658e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 46629 members 
Entering Unmasked Estep 
Score: -11726931.000000 Penalty: 13307.679688
	Iteration 13Q: 3 clusters Score -1.172693e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 47020 members 
Entering Unmasked Estep 
Score: -11727248.000000 Penalty: 13307.679688
	Iteration 14Q: 3 clusters Score -1.172725e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 47295 members 
Entering Unmasked Estep 
Score: -11727417.000000 Penalty: 13307.679688
	Iteration 15Q: 3 clusters Score -1.172742e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 47489 members 
Entering Unmasked Estep 
Score: -11727534.000000 Penalty: 13307.679688
	Iteration 16Q: 3 clusters Score -1.172753e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 47652 members 
Entering Unmasked Estep 
Score: -11727661.000000 Penalty: 13307.679688
	Iteration 17Q: 3 clusters Score -1.172766e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 47762 members 
Entering Unmasked Estep 
Score: -11727752.000000 Penalty: 13307.679688
	Iteration 18Q: 3 clusters Score -1.172775e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 47839 members 
Entering Unmasked Estep 
Score: -11727790.000000 Penalty: 13307.679688
	Iteration 19Q: 3 clusters Score -1.172779e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 47902 members 
Entering Unmasked Estep 
Score: -11727783.000000 Penalty: 13307.679688
	Iteration 20F: 3 clusters Score -1.172778e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 47943 members 
Entering Unmasked Estep 
Score: -11727785.000000 Penalty: 13307.679688
	Iteration 21Q: 3 clusters Score -1.172778e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 47966 members 
Entering Unmasked Estep 
Score: -11727801.000000 Penalty: 13307.679688
	Iteration 22Q: 3 clusters Score -1.17278e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 47977 members 
Entering Unmasked Estep 
Score: -11727811.000000 Penalty: 13307.679688
	Iteration 23Q: 3 clusters Score -1.172781e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 47986 members 
Entering Unmasked Estep 
Score: -11727801.000000 Penalty: 13307.679688
	Iteration 24Q: 3 clusters Score -1.17278e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 47993 members 
Entering Unmasked Estep 
Score: -11727802.000000 Penalty: 13307.679688
	Iteration 25Q: 3 clusters Score -1.17278e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 48000 members 
Entering Unmasked Estep 
Score: -11727795.000000 Penalty: 13307.679688
	Iteration 26Q: 3 clusters Score -1.17278e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 48004 members 
Entering Unmasked Estep 
Score: -11727790.000000 Penalty: 13307.679688
	Iteration 27Q: 3 clusters Score -1.172779e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 48007 members 
Entering Unmasked Estep 
Score: -11727790.000000 Penalty: 13307.679688
	Iteration 28Q: 3 clusters Score -1.172779e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 48009 members 
Entering Unmasked Estep 
Score: -11727785.000000 Penalty: 13307.679688
	Iteration 29Q: 3 clusters Score -1.172778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 48010 members 
Entering Unmasked Estep 
Score: -11727801.000000 Penalty: 13307.679688
	Iteration 30Q: 3 clusters Score -1.17278e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 48011 members 
Entering Unmasked Estep 
Score: -11727791.000000 Penalty: 13307.679688
	Iteration 31Q: 3 clusters Score -1.172779e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 48012 members 
Entering Unmasked Estep 
Score: -11727791.000000 Penalty: 13307.679688
	Iteration 32Q: 3 clusters Score -1.172779e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 48012 members 
Entering Unmasked Estep 
Score: -11727791.000000 Penalty: 13307.679688
	Iteration 33F: 3 clusters Score -1.172779e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 14965 members 
Mstep: Class 3 contains 35967 members 
Mstep: Class 4 contains 61919 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 29070 members 
Mstep: Class 7 contains 8900 members 
Mstep: Class 8 contains 1335 members 
Mstep: Class 9 contains 9538 members 
Mstep: Class 10 contains 32588 members 
Mstep: Class 11 contains 70990 members 
Mstep: Class 12 contains 9929 members 
Mstep: Class 13 contains 868 members 
Mstep: Class 14 contains 142160 members 
Mstep: Class 15 contains 8289 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8299 members 
Mstep: Class 18 contains 13613 members 
Mstep: Class 19 contains 61407 members 
Mstep: Class 20 contains 29301 members 
Mstep: Class 21 contains 69348 members 
Mstep: Class 22 contains 1772 members 
Mstep: Class 23 contains 4218 members 
Mstep: Class 24 contains 13846 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 29863 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 48012 members 
Entering Unmasked Estep 
Score: -157281680.000000 Penalty: 231244.984375
Splitting cluster 23 changes total score from -157279104.000000 to -157281680.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 24 (13846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Entering Unmasked Estep 
Score: -3063396.500000 Penalty: 5840.647461
	Iteration 0F: 2 clusters Score -3063396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -3050872.750000 Penalty: 11681.294922
	Iteration 0F: 3 clusters Score -3050873 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -3053842.000000 Penalty: 11681.294922
	Iteration 1F: 3 clusters Score -3053842 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -3054377.000000 Penalty: 11681.294922
	Iteration 2F: 3 clusters Score -3054377 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -3054772.000000 Penalty: 11681.294922
	Iteration 3Q: 3 clusters Score -3054772 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -3055128.000000 Penalty: 11681.294922
	Iteration 4Q: 3 clusters Score -3055128 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -3055472.250000 Penalty: 11681.294922
	Iteration 5Q: 3 clusters Score -3055472 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -3055804.500000 Penalty: 11681.294922
	Iteration 6Q: 3 clusters Score -3055804 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -3056168.000000 Penalty: 11681.294922
	Iteration 7Q: 3 clusters Score -3056168 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -3056523.250000 Penalty: 11681.294922
	Iteration 8Q: 3 clusters Score -3056523 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -3056855.750000 Penalty: 11681.294922
	Iteration 9Q: 3 clusters Score -3056856 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -3057183.750000 Penalty: 11681.294922
	Iteration 10Q: 3 clusters Score -3057184 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -3057483.250000 Penalty: 11681.294922
	Iteration 11Q: 3 clusters Score -3057483 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -3057770.250000 Penalty: 11681.294922
	Iteration 12Q: 3 clusters Score -3057770 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -3057985.750000 Penalty: 11681.294922
	Iteration 13Q: 3 clusters Score -3057986 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -3058191.250000 Penalty: 11681.294922
	Iteration 14Q: 3 clusters Score -3058191 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -3058374.000000 Penalty: 11681.294922
	Iteration 15Q: 3 clusters Score -3058374 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -3058542.000000 Penalty: 11681.294922
	Iteration 16Q: 3 clusters Score -3058542 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -3058689.000000 Penalty: 11681.294922
	Iteration 17Q: 3 clusters Score -3058689 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -3058806.000000 Penalty: 11681.294922
	Iteration 18Q: 3 clusters Score -3058806 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -3058891.250000 Penalty: 11681.294922
	Iteration 19Q: 3 clusters Score -3058891 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -3058944.250000 Penalty: 11681.294922
	Iteration 20F: 3 clusters Score -3058944 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -3058994.500000 Penalty: 11681.294922
	Iteration 21Q: 3 clusters Score -3058994 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -3059049.000000 Penalty: 11681.294922
	Iteration 22Q: 3 clusters Score -3059049 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -3059081.250000 Penalty: 11681.294922
	Iteration 23Q: 3 clusters Score -3059081 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -3059108.750000 Penalty: 11681.294922
	Iteration 24Q: 3 clusters Score -3059109 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -3059121.000000 Penalty: 11681.294922
	Iteration 25Q: 3 clusters Score -3059121 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -3059132.750000 Penalty: 11681.294922
	Iteration 26Q: 3 clusters Score -3059133 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -3059146.000000 Penalty: 11681.294922
	Iteration 27Q: 3 clusters Score -3059146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -3059144.750000 Penalty: 11681.294922
	Iteration 28Q: 3 clusters Score -3059145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -3059155.500000 Penalty: 11681.294922
	Iteration 29Q: 3 clusters Score -3059156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -3059156.750000 Penalty: 11681.294922
	Iteration 30Q: 3 clusters Score -3059157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -3059153.250000 Penalty: 11681.294922
	Iteration 31Q: 3 clusters Score -3059153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -3059158.000000 Penalty: 11681.294922
	Iteration 32Q: 3 clusters Score -3059158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -3059154.500000 Penalty: 11681.294922
	Iteration 33Q: 3 clusters Score -3059154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -3059160.250000 Penalty: 11681.294922
	Iteration 34Q: 3 clusters Score -3059160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -3059166.750000 Penalty: 11681.294922
	Iteration 35Q: 3 clusters Score -3059167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -3059169.500000 Penalty: 11681.294922
	Iteration 36Q: 3 clusters Score -3059170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -3059171.250000 Penalty: 11681.294922
	Iteration 37Q: 3 clusters Score -3059171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -3059176.500000 Penalty: 11681.294922
	Iteration 38Q: 3 clusters Score -3059176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -3059178.500000 Penalty: 11681.294922
	Iteration 39Q: 3 clusters Score -3059178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -3059181.250000 Penalty: 11681.294922
	Iteration 40F: 3 clusters Score -3059181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -3059180.000000 Penalty: 11681.294922
	Iteration 41Q: 3 clusters Score -3059180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -3059178.500000 Penalty: 11681.294922
	Iteration 42Q: 3 clusters Score -3059178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -3059188.000000 Penalty: 11681.294922
	Iteration 43Q: 3 clusters Score -3059188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3059188.250000 Penalty: 11681.294922
	Iteration 44Q: 3 clusters Score -3059188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3059190.750000 Penalty: 11681.294922
	Iteration 45Q: 3 clusters Score -3059191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3059190.750000 Penalty: 11681.294922
	Iteration 46F: 3 clusters Score -3059191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Entering Unmasked Estep 
Score: -280598.000000 Penalty: 4398.258789
	Iteration 0F: 2 clusters Score -280598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -276200.281250 Penalty: 8796.517578
	Iteration 0F: 3 clusters Score -276200.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -276746.968750 Penalty: 8796.517578
	Iteration 1F: 3 clusters Score -276747 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -277009.562500 Penalty: 8796.517578
	Iteration 2F: 3 clusters Score -277009.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -277230.312500 Penalty: 8796.517578
	Iteration 3Q: 3 clusters Score -277230.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -277489.656250 Penalty: 8796.517578
	Iteration 4Q: 3 clusters Score -277489.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -277968.687500 Penalty: 8796.517578
	Iteration 5Q: 3 clusters Score -277968.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -278219.562500 Penalty: 8796.517578
	Iteration 6Q: 3 clusters Score -278219.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -278362.093750 Penalty: 8796.517578
	Iteration 7Q: 3 clusters Score -278362.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -278458.156250 Penalty: 8796.517578
	Iteration 8Q: 3 clusters Score -278458.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -278521.937500 Penalty: 8796.517578
	Iteration 9Q: 3 clusters Score -278521.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -278562.906250 Penalty: 8796.517578
	Iteration 10Q: 3 clusters Score -278562.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -278605.593750 Penalty: 8796.517578
	Iteration 11Q: 3 clusters Score -278605.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -278627.093750 Penalty: 8796.517578
	Iteration 12Q: 3 clusters Score -278627.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -278635.125000 Penalty: 8796.517578
	Iteration 13Q: 3 clusters Score -278635.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -278642.625000 Penalty: 8796.517578
	Iteration 14Q: 3 clusters Score -278642.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -278648.250000 Penalty: 8796.517578
	Iteration 15Q: 3 clusters Score -278648.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -278650.156250 Penalty: 8796.517578
	Iteration 16Q: 3 clusters Score -278650.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -278651.531250 Penalty: 8796.517578
	Iteration 17Q: 3 clusters Score -278651.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -278651.562500 Penalty: 8796.517578
	Iteration 18F: 3 clusters Score -278651.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -278658.781250 Penalty: 8796.517578
	Iteration 19Q: 3 clusters Score -278658.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -278658.781250 Penalty: 8796.517578
	Iteration 20F: 3 clusters Score -278658.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 14965 members 
Mstep: Class 3 contains 35967 members 
Mstep: Class 4 contains 61919 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 29070 members 
Mstep: Class 7 contains 8900 members 
Mstep: Class 8 contains 1335 members 
Mstep: Class 9 contains 9538 members 
Mstep: Class 10 contains 32588 members 
Mstep: Class 11 contains 70990 members 
Mstep: Class 12 contains 9929 members 
Mstep: Class 13 contains 868 members 
Mstep: Class 14 contains 142160 members 
Mstep: Class 15 contains 8289 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8299 members 
Mstep: Class 18 contains 13613 members 
Mstep: Class 19 contains 61407 members 
Mstep: Class 20 contains 29301 members 
Mstep: Class 21 contains 69348 members 
Mstep: Class 22 contains 1772 members 
Mstep: Class 23 contains 4218 members 
Mstep: Class 24 contains 13846 members 
Mstep: Class 25 contains 1314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157284240.000000 Penalty: 231244.984375
Iteration 79Q: 29 clusters Score -1.572842e+08 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 15056 members 
Mstep: Class 3 contains 36029 members 
Mstep: Class 4 contains 62085 members 
Mstep: Class 5 contains 1664 members 
Mstep: Class 6 contains 29069 members 
Mstep: Class 7 contains 8899 members 
Mstep: Class 8 contains 1335 members 
Mstep: Class 9 contains 9575 members 
Mstep: Class 10 contains 32750 members 
Mstep: Class 11 contains 71017 members 
Mstep: Class 12 contains 9981 members 
Mstep: Class 13 contains 871 members 
Mstep: Class 14 contains 142898 members 
Mstep: Class 15 contains 8333 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8302 members 
Mstep: Class 18 contains 13756 members 
Mstep: Class 19 contains 61427 members 
Mstep: Class 20 contains 29245 members 
Mstep: Class 21 contains 69389 members 
Mstep: Class 22 contains 1782 members 
Mstep: Class 23 contains 4346 members 
Mstep: Class 24 contains 14085 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 28844 members 
Mstep: Class 27 contains 1166 members 
Mstep: Class 28 contains 47120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157286560.000000 Penalty: 231244.984375
Iteration 80F: 29 clusters Score -1.572866e+08 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 15037 members 
Mstep: Class 3 contains 35924 members 
Mstep: Class 4 contains 61769 members 
Mstep: Class 5 contains 1662 members 
Mstep: Class 6 contains 29066 members 
Mstep: Class 7 contains 8896 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 9540 members 
Mstep: Class 10 contains 32608 members 
Mstep: Class 11 contains 70979 members 
Mstep: Class 12 contains 9955 members 
Mstep: Class 13 contains 873 members 
Mstep: Class 14 contains 142195 members 
Mstep: Class 15 contains 8197 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8304 members 
Mstep: Class 18 contains 13431 members 
Mstep: Class 19 contains 61386 members 
Mstep: Class 20 contains 29208 members 
Mstep: Class 21 contains 69361 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4434 members 
Mstep: Class 24 contains 13890 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 29418 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 48626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157287776.000000 Penalty: 231244.984375
Iteration 81Q: 29 clusters Score -1.572878e+08 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 15026 members 
Mstep: Class 3 contains 35879 members 
Mstep: Class 4 contains 61579 members 
Mstep: Class 5 contains 1651 members 
Mstep: Class 6 contains 29057 members 
Mstep: Class 7 contains 8893 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 9514 members 
Mstep: Class 10 contains 32557 members 
Mstep: Class 11 contains 70969 members 
Mstep: Class 12 contains 9944 members 
Mstep: Class 13 contains 867 members 
Mstep: Class 14 contains 141785 members 
Mstep: Class 15 contains 8145 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8301 members 
Mstep: Class 18 contains 13236 members 
Mstep: Class 19 contains 61371 members 
Mstep: Class 20 contains 29151 members 
Mstep: Class 21 contains 69345 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4543 members 
Mstep: Class 24 contains 13759 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 29735 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 49454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157288368.000000 Penalty: 231244.984375
Iteration 82Q: 29 clusters Score -1.572884e+08 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 15038 members 
Mstep: Class 3 contains 35843 members 
Mstep: Class 4 contains 61441 members 
Mstep: Class 5 contains 1638 members 
Mstep: Class 6 contains 29047 members 
Mstep: Class 7 contains 8891 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 9508 members 
Mstep: Class 10 contains 32527 members 
Mstep: Class 11 contains 70973 members 
Mstep: Class 12 contains 9934 members 
Mstep: Class 13 contains 863 members 
Mstep: Class 14 contains 141555 members 
Mstep: Class 15 contains 8100 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8302 members 
Mstep: Class 18 contains 13085 members 
Mstep: Class 19 contains 61363 members 
Mstep: Class 20 contains 29078 members 
Mstep: Class 21 contains 69332 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4598 members 
Mstep: Class 24 contains 13696 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 29928 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 50022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157288480.000000 Penalty: 231244.984375
Iteration 83Q: 29 clusters Score -1.572885e+08 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 15037 members 
Mstep: Class 3 contains 35821 members 
Mstep: Class 4 contains 61350 members 
Mstep: Class 5 contains 1625 members 
Mstep: Class 6 contains 29039 members 
Mstep: Class 7 contains 8879 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 9497 members 
Mstep: Class 10 contains 32513 members 
Mstep: Class 11 contains 70974 members 
Mstep: Class 12 contains 9925 members 
Mstep: Class 13 contains 860 members 
Mstep: Class 14 contains 141430 members 
Mstep: Class 15 contains 8051 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8304 members 
Mstep: Class 18 contains 12988 members 
Mstep: Class 19 contains 61357 members 
Mstep: Class 20 contains 29004 members 
Mstep: Class 21 contains 69341 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4638 members 
Mstep: Class 24 contains 13632 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 30071 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 50424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157288800.000000 Penalty: 231244.984375
Iteration 84Q: 29 clusters Score -1.572888e+08 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 15044 members 
Mstep: Class 3 contains 35804 members 
Mstep: Class 4 contains 61284 members 
Mstep: Class 5 contains 1612 members 
Mstep: Class 6 contains 29030 members 
Mstep: Class 7 contains 8871 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 9494 members 
Mstep: Class 10 contains 32508 members 
Mstep: Class 11 contains 70966 members 
Mstep: Class 12 contains 9921 members 
Mstep: Class 13 contains 859 members 
Mstep: Class 14 contains 141352 members 
Mstep: Class 15 contains 8029 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8301 members 
Mstep: Class 18 contains 12925 members 
Mstep: Class 19 contains 61354 members 
Mstep: Class 20 contains 28929 members 
Mstep: Class 21 contains 69345 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4665 members 
Mstep: Class 24 contains 13566 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 30183 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 50717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157288800.000000 Penalty: 231244.984375
Iteration 85Q: 29 clusters Score -1.572888e+08 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 15032 members 
Mstep: Class 3 contains 35799 members 
Mstep: Class 4 contains 61247 members 
Mstep: Class 5 contains 1598 members 
Mstep: Class 6 contains 29024 members 
Mstep: Class 7 contains 8868 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 9502 members 
Mstep: Class 10 contains 32513 members 
Mstep: Class 11 contains 70965 members 
Mstep: Class 12 contains 9930 members 
Mstep: Class 13 contains 859 members 
Mstep: Class 14 contains 141296 members 
Mstep: Class 15 contains 8017 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8302 members 
Mstep: Class 18 contains 12892 members 
Mstep: Class 19 contains 61353 members 
Mstep: Class 20 contains 28838 members 
Mstep: Class 21 contains 69337 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4688 members 
Mstep: Class 24 contains 13522 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 30240 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 50936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157288688.000000 Penalty: 231244.984375
Iteration 86Q: 29 clusters Score -1.572887e+08 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 15022 members 
Mstep: Class 3 contains 35797 members 
Mstep: Class 4 contains 61216 members 
Mstep: Class 5 contains 1587 members 
Mstep: Class 6 contains 29020 members 
Mstep: Class 7 contains 8865 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 9494 members 
Mstep: Class 10 contains 32529 members 
Mstep: Class 11 contains 70968 members 
Mstep: Class 12 contains 9932 members 
Mstep: Class 13 contains 859 members 
Mstep: Class 14 contains 141273 members 
Mstep: Class 15 contains 8003 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8302 members 
Mstep: Class 18 contains 12842 members 
Mstep: Class 19 contains 61352 members 
Mstep: Class 20 contains 28750 members 
Mstep: Class 21 contains 69334 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4714 members 
Mstep: Class 24 contains 13503 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 30275 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 51121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157288960.000000 Penalty: 231244.984375
Iteration 87Q: 29 clusters Score -1.57289e+08 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 15023 members 
Mstep: Class 3 contains 35791 members 
Mstep: Class 4 contains 61187 members 
Mstep: Class 5 contains 1574 members 
Mstep: Class 6 contains 29018 members 
Mstep: Class 7 contains 8858 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 9493 members 
Mstep: Class 10 contains 32538 members 
Mstep: Class 11 contains 70968 members 
Mstep: Class 12 contains 9928 members 
Mstep: Class 13 contains 859 members 
Mstep: Class 14 contains 141270 members 
Mstep: Class 15 contains 7992 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8299 members 
Mstep: Class 18 contains 12813 members 
Mstep: Class 19 contains 61349 members 
Mstep: Class 20 contains 28668 members 
Mstep: Class 21 contains 69335 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4733 members 
Mstep: Class 24 contains 13479 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 30322 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 51261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157288960.000000 Penalty: 231244.984375
Iteration 88Q: 29 clusters Score -1.57289e+08 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 15020 members 
Mstep: Class 3 contains 35784 members 
Mstep: Class 4 contains 61167 members 
Mstep: Class 5 contains 1567 members 
Mstep: Class 6 contains 29016 members 
Mstep: Class 7 contains 8851 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 9492 members 
Mstep: Class 10 contains 32552 members 
Mstep: Class 11 contains 70973 members 
Mstep: Class 12 contains 9923 members 
Mstep: Class 13 contains 859 members 
Mstep: Class 14 contains 141268 members 
Mstep: Class 15 contains 7985 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8297 members 
Mstep: Class 18 contains 12792 members 
Mstep: Class 19 contains 61348 members 
Mstep: Class 20 contains 28598 members 
Mstep: Class 21 contains 69332 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4745 members 
Mstep: Class 24 contains 13452 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 30360 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 51376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157288784.000000 Penalty: 231244.984375
Iteration 89Q: 29 clusters Score -1.572888e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 15020 members 
Mstep: Class 3 contains 35784 members 
Mstep: Class 4 contains 61156 members 
Mstep: Class 5 contains 1560 members 
Mstep: Class 6 contains 29014 members 
Mstep: Class 7 contains 8852 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 9491 members 
Mstep: Class 10 contains 32557 members 
Mstep: Class 11 contains 70971 members 
Mstep: Class 12 contains 9922 members 
Mstep: Class 13 contains 858 members 
Mstep: Class 14 contains 141268 members 
Mstep: Class 15 contains 7978 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8298 members 
Mstep: Class 18 contains 12777 members 
Mstep: Class 19 contains 61347 members 
Mstep: Class 20 contains 28541 members 
Mstep: Class 21 contains 69332 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4749 members 
Mstep: Class 24 contains 13420 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 30403 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 51460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157288704.000000 Penalty: 231244.984375
Iteration 90Q: 29 clusters Score -1.572887e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 15017 members 
Mstep: Class 3 contains 35781 members 
Mstep: Class 4 contains 61143 members 
Mstep: Class 5 contains 1551 members 
Mstep: Class 6 contains 29011 members 
Mstep: Class 7 contains 8850 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 9490 members 
Mstep: Class 10 contains 32564 members 
Mstep: Class 11 contains 70969 members 
Mstep: Class 12 contains 9921 members 
Mstep: Class 13 contains 858 members 
Mstep: Class 14 contains 141275 members 
Mstep: Class 15 contains 7970 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8301 members 
Mstep: Class 18 contains 12759 members 
Mstep: Class 19 contains 61347 members 
Mstep: Class 20 contains 28497 members 
Mstep: Class 21 contains 69332 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4753 members 
Mstep: Class 24 contains 13397 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 30436 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 51536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157288960.000000 Penalty: 231244.984375
Iteration 91Q: 29 clusters Score -1.57289e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 15017 members 
Mstep: Class 3 contains 35778 members 
Mstep: Class 4 contains 61135 members 
Mstep: Class 5 contains 1540 members 
Mstep: Class 6 contains 29005 members 
Mstep: Class 7 contains 8846 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 9486 members 
Mstep: Class 10 contains 32568 members 
Mstep: Class 11 contains 70968 members 
Mstep: Class 12 contains 9920 members 
Mstep: Class 13 contains 858 members 
Mstep: Class 14 contains 141273 members 
Mstep: Class 15 contains 7962 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8301 members 
Mstep: Class 18 contains 12742 members 
Mstep: Class 19 contains 61350 members 
Mstep: Class 20 contains 28459 members 
Mstep: Class 21 contains 69334 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4760 members 
Mstep: Class 24 contains 13378 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 30470 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 51608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157289024.000000 Penalty: 231244.984375
Iteration 92Q: 29 clusters Score -1.57289e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 15013 members 
Mstep: Class 3 contains 35776 members 
Mstep: Class 4 contains 61129 members 
Mstep: Class 5 contains 1534 members 
Mstep: Class 6 contains 29000 members 
Mstep: Class 7 contains 8843 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 9484 members 
Mstep: Class 10 contains 32582 members 
Mstep: Class 11 contains 70968 members 
Mstep: Class 12 contains 9916 members 
Mstep: Class 13 contains 858 members 
Mstep: Class 14 contains 141272 members 
Mstep: Class 15 contains 7956 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8302 members 
Mstep: Class 18 contains 12731 members 
Mstep: Class 19 contains 61349 members 
Mstep: Class 20 contains 28428 members 
Mstep: Class 21 contains 69332 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4765 members 
Mstep: Class 24 contains 13350 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 30512 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 51657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157289136.000000 Penalty: 231244.984375
Iteration 93Q: 29 clusters Score -1.572891e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 15012 members 
Mstep: Class 3 contains 35773 members 
Mstep: Class 4 contains 61121 members 
Mstep: Class 5 contains 1533 members 
Mstep: Class 6 contains 28999 members 
Mstep: Class 7 contains 8843 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 9488 members 
Mstep: Class 10 contains 32593 members 
Mstep: Class 11 contains 70969 members 
Mstep: Class 12 contains 9908 members 
Mstep: Class 13 contains 858 members 
Mstep: Class 14 contains 141262 members 
Mstep: Class 15 contains 7953 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8303 members 
Mstep: Class 18 contains 12726 members 
Mstep: Class 19 contains 61348 members 
Mstep: Class 20 contains 28402 members 
Mstep: Class 21 contains 69330 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4769 members 
Mstep: Class 24 contains 13316 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 30551 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 51700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157289184.000000 Penalty: 231244.984375
Iteration 94Q: 29 clusters Score -1.572892e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 15011 members 
Mstep: Class 3 contains 35773 members 
Mstep: Class 4 contains 61120 members 
Mstep: Class 5 contains 1534 members 
Mstep: Class 6 contains 28998 members 
Mstep: Class 7 contains 8842 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 9489 members 
Mstep: Class 10 contains 32598 members 
Mstep: Class 11 contains 70969 members 
Mstep: Class 12 contains 9906 members 
Mstep: Class 13 contains 858 members 
Mstep: Class 14 contains 141248 members 
Mstep: Class 15 contains 7949 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8301 members 
Mstep: Class 18 contains 12725 members 
Mstep: Class 19 contains 61349 members 
Mstep: Class 20 contains 28377 members 
Mstep: Class 21 contains 69330 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4777 members 
Mstep: Class 24 contains 13277 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 30589 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 51737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157289152.000000 Penalty: 231244.984375
Iteration 95Q: 29 clusters Score -1.572892e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 15007 members 
Mstep: Class 3 contains 35771 members 
Mstep: Class 4 contains 61109 members 
Mstep: Class 5 contains 1536 members 
Mstep: Class 6 contains 28996 members 
Mstep: Class 7 contains 8843 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 9489 members 
Mstep: Class 10 contains 32607 members 
Mstep: Class 11 contains 70967 members 
Mstep: Class 12 contains 9903 members 
Mstep: Class 13 contains 858 members 
Mstep: Class 14 contains 141256 members 
Mstep: Class 15 contains 7948 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8300 members 
Mstep: Class 18 contains 12724 members 
Mstep: Class 19 contains 61349 members 
Mstep: Class 20 contains 28346 members 
Mstep: Class 21 contains 69328 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4780 members 
Mstep: Class 24 contains 13244 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 30623 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 51774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157289168.000000 Penalty: 231244.984375
Iteration 96Q: 29 clusters Score -1.572892e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 15005 members 
Mstep: Class 3 contains 35769 members 
Mstep: Class 4 contains 61099 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 28994 members 
Mstep: Class 7 contains 8842 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 9489 members 
Mstep: Class 10 contains 32611 members 
Mstep: Class 11 contains 70967 members 
Mstep: Class 12 contains 9896 members 
Mstep: Class 13 contains 858 members 
Mstep: Class 14 contains 141267 members 
Mstep: Class 15 contains 7948 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8304 members 
Mstep: Class 18 contains 12724 members 
Mstep: Class 19 contains 61350 members 
Mstep: Class 20 contains 28313 members 
Mstep: Class 21 contains 69328 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4781 members 
Mstep: Class 24 contains 13213 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 30649 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 51815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157289200.000000 Penalty: 231244.984375
Iteration 97Q: 29 clusters Score -1.572892e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 15000 members 
Mstep: Class 3 contains 35769 members 
Mstep: Class 4 contains 61092 members 
Mstep: Class 5 contains 1536 members 
Mstep: Class 6 contains 28992 members 
Mstep: Class 7 contains 8842 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 9489 members 
Mstep: Class 10 contains 32619 members 
Mstep: Class 11 contains 70969 members 
Mstep: Class 12 contains 9892 members 
Mstep: Class 13 contains 858 members 
Mstep: Class 14 contains 141260 members 
Mstep: Class 15 contains 7947 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8306 members 
Mstep: Class 18 contains 12723 members 
Mstep: Class 19 contains 61349 members 
Mstep: Class 20 contains 28289 members 
Mstep: Class 21 contains 69330 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4784 members 
Mstep: Class 24 contains 13188 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 30671 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 51853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157289120.000000 Penalty: 231244.984375
Iteration 98Q: 29 clusters Score -1.572891e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 15001 members 
Mstep: Class 3 contains 35766 members 
Mstep: Class 4 contains 61088 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 28992 members 
Mstep: Class 7 contains 8841 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 9489 members 
Mstep: Class 10 contains 32618 members 
Mstep: Class 11 contains 70967 members 
Mstep: Class 12 contains 9893 members 
Mstep: Class 13 contains 858 members 
Mstep: Class 14 contains 141262 members 
Mstep: Class 15 contains 7946 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8311 members 
Mstep: Class 18 contains 12721 members 
Mstep: Class 19 contains 61348 members 
Mstep: Class 20 contains 28266 members 
Mstep: Class 21 contains 69331 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4788 members 
Mstep: Class 24 contains 13164 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 30691 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 51882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157288912.000000 Penalty: 231244.984375
Iteration 99Q: 29 clusters Score -1.572889e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 15001 members 
Mstep: Class 3 contains 35761 members 
Mstep: Class 4 contains 61087 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 28991 members 
Mstep: Class 7 contains 8841 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 9488 members 
Mstep: Class 10 contains 32622 members 
Mstep: Class 11 contains 70969 members 
Mstep: Class 12 contains 9893 members 
Mstep: Class 13 contains 858 members 
Mstep: Class 14 contains 141257 members 
Mstep: Class 15 contains 7946 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8315 members 
Mstep: Class 18 contains 12717 members 
Mstep: Class 19 contains 61346 members 
Mstep: Class 20 contains 28251 members 
Mstep: Class 21 contains 69332 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4789 members 
Mstep: Class 24 contains 13138 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 30710 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 51910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157288880.000000 Penalty: 231244.984375
Iteration 100F: 29 clusters Score -1.572889e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 15002 members 
Mstep: Class 3 contains 35758 members 
Mstep: Class 4 contains 61085 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 28988 members 
Mstep: Class 7 contains 8840 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 9490 members 
Mstep: Class 10 contains 32623 members 
Mstep: Class 11 contains 70969 members 
Mstep: Class 12 contains 9891 members 
Mstep: Class 13 contains 858 members 
Mstep: Class 14 contains 141262 members 
Mstep: Class 15 contains 7946 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8318 members 
Mstep: Class 18 contains 12714 members 
Mstep: Class 19 contains 61344 members 
Mstep: Class 20 contains 28241 members 
Mstep: Class 21 contains 69331 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4789 members 
Mstep: Class 24 contains 13117 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 30729 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 51928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157289072.000000 Penalty: 231244.984375
Iteration 101Q: 29 clusters Score -1.572891e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 15003 members 
Mstep: Class 3 contains 35756 members 
Mstep: Class 4 contains 61086 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 28986 members 
Mstep: Class 7 contains 8840 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 9488 members 
Mstep: Class 10 contains 32625 members 
Mstep: Class 11 contains 70965 members 
Mstep: Class 12 contains 9891 members 
Mstep: Class 13 contains 858 members 
Mstep: Class 14 contains 141271 members 
Mstep: Class 15 contains 7946 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8319 members 
Mstep: Class 18 contains 12711 members 
Mstep: Class 19 contains 61344 members 
Mstep: Class 20 contains 28224 members 
Mstep: Class 21 contains 69332 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4789 members 
Mstep: Class 24 contains 13095 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 30746 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 51948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157288944.000000 Penalty: 231244.984375
Iteration 102Q: 29 clusters Score -1.572889e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 15003 members 
Mstep: Class 3 contains 35754 members 
Mstep: Class 4 contains 61084 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 28985 members 
Mstep: Class 7 contains 8842 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 9489 members 
Mstep: Class 10 contains 32623 members 
Mstep: Class 11 contains 70963 members 
Mstep: Class 12 contains 9888 members 
Mstep: Class 13 contains 858 members 
Mstep: Class 14 contains 141276 members 
Mstep: Class 15 contains 7946 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8321 members 
Mstep: Class 18 contains 12710 members 
Mstep: Class 19 contains 61343 members 
Mstep: Class 20 contains 28210 members 
Mstep: Class 21 contains 69334 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4790 members 
Mstep: Class 24 contains 13079 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 30767 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 51959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157289056.000000 Penalty: 231244.984375
Iteration 103Q: 29 clusters Score -1.572891e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 15005 members 
Mstep: Class 3 contains 35753 members 
Mstep: Class 4 contains 61082 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 28985 members 
Mstep: Class 7 contains 8844 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 9490 members 
Mstep: Class 10 contains 32617 members 
Mstep: Class 11 contains 70963 members 
Mstep: Class 12 contains 9887 members 
Mstep: Class 13 contains 858 members 
Mstep: Class 14 contains 141268 members 
Mstep: Class 15 contains 7946 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8321 members 
Mstep: Class 18 contains 12710 members 
Mstep: Class 19 contains 61344 members 
Mstep: Class 20 contains 28204 members 
Mstep: Class 21 contains 69334 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4789 members 
Mstep: Class 24 contains 13067 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 30784 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 51973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157289088.000000 Penalty: 231244.984375
Iteration 104Q: 29 clusters Score -1.572891e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 15007 members 
Mstep: Class 3 contains 35754 members 
Mstep: Class 4 contains 61083 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 28985 members 
Mstep: Class 7 contains 8845 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 9490 members 
Mstep: Class 10 contains 32614 members 
Mstep: Class 11 contains 70963 members 
Mstep: Class 12 contains 9885 members 
Mstep: Class 13 contains 858 members 
Mstep: Class 14 contains 141267 members 
Mstep: Class 15 contains 7946 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8322 members 
Mstep: Class 18 contains 12710 members 
Mstep: Class 19 contains 61344 members 
Mstep: Class 20 contains 28197 members 
Mstep: Class 21 contains 69333 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4789 members 
Mstep: Class 24 contains 13056 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 30796 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 51981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157289280.000000 Penalty: 231244.984375
Iteration 105Q: 29 clusters Score -1.572893e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 15009 members 
Mstep: Class 3 contains 35754 members 
Mstep: Class 4 contains 61084 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 28985 members 
Mstep: Class 7 contains 8843 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 9489 members 
Mstep: Class 10 contains 32615 members 
Mstep: Class 11 contains 70963 members 
Mstep: Class 12 contains 9883 members 
Mstep: Class 13 contains 858 members 
Mstep: Class 14 contains 141263 members 
Mstep: Class 15 contains 7946 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8323 members 
Mstep: Class 18 contains 12709 members 
Mstep: Class 19 contains 61343 members 
Mstep: Class 20 contains 28194 members 
Mstep: Class 21 contains 69332 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4789 members 
Mstep: Class 24 contains 13045 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 30808 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 51990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157289200.000000 Penalty: 231244.984375
Iteration 106Q: 29 clusters Score -1.572892e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 15010 members 
Mstep: Class 3 contains 35754 members 
Mstep: Class 4 contains 61083 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 28985 members 
Mstep: Class 7 contains 8843 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 9489 members 
Mstep: Class 10 contains 32615 members 
Mstep: Class 11 contains 70963 members 
Mstep: Class 12 contains 9885 members 
Mstep: Class 13 contains 858 members 
Mstep: Class 14 contains 141262 members 
Mstep: Class 15 contains 7946 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8324 members 
Mstep: Class 18 contains 12707 members 
Mstep: Class 19 contains 61343 members 
Mstep: Class 20 contains 28190 members 
Mstep: Class 21 contains 69331 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4790 members 
Mstep: Class 24 contains 13033 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 30815 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 51999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157289168.000000 Penalty: 231244.984375
Iteration 107Q: 29 clusters Score -1.572892e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 15013 members 
Mstep: Class 3 contains 35754 members 
Mstep: Class 4 contains 61083 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 28985 members 
Mstep: Class 7 contains 8843 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 9489 members 
Mstep: Class 10 contains 32612 members 
Mstep: Class 11 contains 70962 members 
Mstep: Class 12 contains 9885 members 
Mstep: Class 13 contains 858 members 
Mstep: Class 14 contains 141262 members 
Mstep: Class 15 contains 7948 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8324 members 
Mstep: Class 18 contains 12704 members 
Mstep: Class 19 contains 61342 members 
Mstep: Class 20 contains 28186 members 
Mstep: Class 21 contains 69332 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4790 members 
Mstep: Class 24 contains 13019 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 30830 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 52004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157289232.000000 Penalty: 231244.984375
Iteration 108Q: 29 clusters Score -1.572892e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 15015 members 
Mstep: Class 3 contains 35754 members 
Mstep: Class 4 contains 61081 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 28985 members 
Mstep: Class 7 contains 8843 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 9489 members 
Mstep: Class 10 contains 32614 members 
Mstep: Class 11 contains 70961 members 
Mstep: Class 12 contains 9885 members 
Mstep: Class 13 contains 858 members 
Mstep: Class 14 contains 141260 members 
Mstep: Class 15 contains 7949 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8324 members 
Mstep: Class 18 contains 12704 members 
Mstep: Class 19 contains 61342 members 
Mstep: Class 20 contains 28184 members 
Mstep: Class 21 contains 69333 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4790 members 
Mstep: Class 24 contains 13003 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 30846 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 52005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157289168.000000 Penalty: 231244.984375
Iteration 109Q: 29 clusters Score -1.572892e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 15015 members 
Mstep: Class 3 contains 35754 members 
Mstep: Class 4 contains 61080 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 28985 members 
Mstep: Class 7 contains 8844 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 9489 members 
Mstep: Class 10 contains 32614 members 
Mstep: Class 11 contains 70961 members 
Mstep: Class 12 contains 9885 members 
Mstep: Class 13 contains 858 members 
Mstep: Class 14 contains 141263 members 
Mstep: Class 15 contains 7949 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8324 members 
Mstep: Class 18 contains 12703 members 
Mstep: Class 19 contains 61342 members 
Mstep: Class 20 contains 28179 members 
Mstep: Class 21 contains 69335 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4791 members 
Mstep: Class 24 contains 12985 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 30861 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 52008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157289104.000000 Penalty: 231244.984375
Iteration 110Q: 29 clusters Score -1.572891e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 15017 members 
Mstep: Class 3 contains 35754 members 
Mstep: Class 4 contains 61078 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 28985 members 
Mstep: Class 7 contains 8843 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 9489 members 
Mstep: Class 10 contains 32613 members 
Mstep: Class 11 contains 70961 members 
Mstep: Class 12 contains 9885 members 
Mstep: Class 13 contains 858 members 
Mstep: Class 14 contains 141263 members 
Mstep: Class 15 contains 7950 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8324 members 
Mstep: Class 18 contains 12702 members 
Mstep: Class 19 contains 61342 members 
Mstep: Class 20 contains 28174 members 
Mstep: Class 21 contains 69336 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4791 members 
Mstep: Class 24 contains 12974 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 30874 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 52012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157289104.000000 Penalty: 231244.984375
Iteration 111Q: 29 clusters Score -1.572891e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 15019 members 
Mstep: Class 3 contains 35753 members 
Mstep: Class 4 contains 61076 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 28985 members 
Mstep: Class 7 contains 8844 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 9489 members 
Mstep: Class 10 contains 32610 members 
Mstep: Class 11 contains 70960 members 
Mstep: Class 12 contains 9886 members 
Mstep: Class 13 contains 858 members 
Mstep: Class 14 contains 141267 members 
Mstep: Class 15 contains 7951 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8324 members 
Mstep: Class 18 contains 12701 members 
Mstep: Class 19 contains 61342 members 
Mstep: Class 20 contains 28169 members 
Mstep: Class 21 contains 69337 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4791 members 
Mstep: Class 24 contains 12966 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 30881 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 52016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157289056.000000 Penalty: 231244.984375
Iteration 112Q: 29 clusters Score -1.572891e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 15020 members 
Mstep: Class 3 contains 35753 members 
Mstep: Class 4 contains 61075 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 28984 members 
Mstep: Class 7 contains 8845 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 9490 members 
Mstep: Class 10 contains 32611 members 
Mstep: Class 11 contains 70960 members 
Mstep: Class 12 contains 9885 members 
Mstep: Class 13 contains 858 members 
Mstep: Class 14 contains 141268 members 
Mstep: Class 15 contains 7951 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8324 members 
Mstep: Class 18 contains 12700 members 
Mstep: Class 19 contains 61342 members 
Mstep: Class 20 contains 28166 members 
Mstep: Class 21 contains 69337 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4791 members 
Mstep: Class 24 contains 12961 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 30885 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 52019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157289216.000000 Penalty: 231244.984375
Iteration 113Q: 29 clusters Score -1.572892e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 15020 members 
Mstep: Class 3 contains 35753 members 
Mstep: Class 4 contains 61074 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 28984 members 
Mstep: Class 7 contains 8845 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 9491 members 
Mstep: Class 10 contains 32612 members 
Mstep: Class 11 contains 70960 members 
Mstep: Class 12 contains 9884 members 
Mstep: Class 13 contains 858 members 
Mstep: Class 14 contains 141267 members 
Mstep: Class 15 contains 7951 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8324 members 
Mstep: Class 18 contains 12700 members 
Mstep: Class 19 contains 61342 members 
Mstep: Class 20 contains 28165 members 
Mstep: Class 21 contains 69337 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4791 members 
Mstep: Class 24 contains 12956 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 30889 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 52022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157289168.000000 Penalty: 231244.984375
Iteration 114Q: 29 clusters Score -1.572892e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 15020 members 
Mstep: Class 3 contains 35753 members 
Mstep: Class 4 contains 61074 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 28984 members 
Mstep: Class 7 contains 8845 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 9490 members 
Mstep: Class 10 contains 32612 members 
Mstep: Class 11 contains 70961 members 
Mstep: Class 12 contains 9883 members 
Mstep: Class 13 contains 858 members 
Mstep: Class 14 contains 141265 members 
Mstep: Class 15 contains 7950 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8325 members 
Mstep: Class 18 contains 12700 members 
Mstep: Class 19 contains 61342 members 
Mstep: Class 20 contains 28165 members 
Mstep: Class 21 contains 69337 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4791 members 
Mstep: Class 24 contains 12948 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 30897 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 52025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157289168.000000 Penalty: 231244.984375
Iteration 115Q: 29 clusters Score -1.572892e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 15019 members 
Mstep: Class 3 contains 35753 members 
Mstep: Class 4 contains 61074 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 28984 members 
Mstep: Class 7 contains 8845 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 9491 members 
Mstep: Class 10 contains 32612 members 
Mstep: Class 11 contains 70961 members 
Mstep: Class 12 contains 9884 members 
Mstep: Class 13 contains 858 members 
Mstep: Class 14 contains 141263 members 
Mstep: Class 15 contains 7950 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8325 members 
Mstep: Class 18 contains 12700 members 
Mstep: Class 19 contains 61342 members 
Mstep: Class 20 contains 28164 members 
Mstep: Class 21 contains 69337 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4791 members 
Mstep: Class 24 contains 12940 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 30903 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 52029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157289168.000000 Penalty: 231244.984375
Iteration 116Q: 29 clusters Score -1.572892e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 15019 members 
Mstep: Class 3 contains 35753 members 
Mstep: Class 4 contains 61074 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 28984 members 
Mstep: Class 7 contains 8845 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 9490 members 
Mstep: Class 10 contains 32611 members 
Mstep: Class 11 contains 70961 members 
Mstep: Class 12 contains 9885 members 
Mstep: Class 13 contains 858 members 
Mstep: Class 14 contains 141264 members 
Mstep: Class 15 contains 7950 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8325 members 
Mstep: Class 18 contains 12700 members 
Mstep: Class 19 contains 61342 members 
Mstep: Class 20 contains 28163 members 
Mstep: Class 21 contains 69336 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4791 members 
Mstep: Class 24 contains 12933 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 30909 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 52032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157289152.000000 Penalty: 231244.984375
Iteration 117Q: 29 clusters Score -1.572892e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 15019 members 
Mstep: Class 3 contains 35753 members 
Mstep: Class 4 contains 61074 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 28984 members 
Mstep: Class 7 contains 8845 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 9490 members 
Mstep: Class 10 contains 32611 members 
Mstep: Class 11 contains 70961 members 
Mstep: Class 12 contains 9886 members 
Mstep: Class 13 contains 858 members 
Mstep: Class 14 contains 141263 members 
Mstep: Class 15 contains 7950 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8325 members 
Mstep: Class 18 contains 12700 members 
Mstep: Class 19 contains 61342 members 
Mstep: Class 20 contains 28161 members 
Mstep: Class 21 contains 69336 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4791 members 
Mstep: Class 24 contains 12924 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 30916 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 52036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157289104.000000 Penalty: 231244.984375
Iteration 118Q: 29 clusters Score -1.572891e+08 nChanged 12
Entering ConstructFrom: 
Score: -157289104.000000 Penalty: 231244.984375
Entering ConstructFrom: 
Trying to split cluster 1 (6033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Entering Unmasked Estep 
Score: -1288906.000000 Penalty: 5331.812500
	Iteration 0F: 2 clusters Score -1288906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1281168.875000 Penalty: 10663.625000
	Iteration 0F: 3 clusters Score -1281169 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1282634.500000 Penalty: 10663.625000
	Iteration 1F: 3 clusters Score -1282634 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1283044.500000 Penalty: 10663.625000
	Iteration 2F: 3 clusters Score -1283044 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1283328.875000 Penalty: 10663.625000
	Iteration 3Q: 3 clusters Score -1283329 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1283598.875000 Penalty: 10663.625000
	Iteration 4Q: 3 clusters Score -1283599 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1283914.125000 Penalty: 10663.625000
	Iteration 5Q: 3 clusters Score -1283914 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1284291.000000 Penalty: 10663.625000
	Iteration 6F: 3 clusters Score -1284291 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1284684.250000 Penalty: 10663.625000
	Iteration 7F: 3 clusters Score -1284684 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1285078.500000 Penalty: 10663.625000
	Iteration 8Q: 3 clusters Score -1285078 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1285408.250000 Penalty: 10663.625000
	Iteration 9Q: 3 clusters Score -1285408 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1285673.500000 Penalty: 10663.625000
	Iteration 10Q: 3 clusters Score -1285674 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1285828.750000 Penalty: 10663.625000
	Iteration 11Q: 3 clusters Score -1285829 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1285928.625000 Penalty: 10663.625000
	Iteration 12Q: 3 clusters Score -1285929 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1285993.000000 Penalty: 10663.625000
	Iteration 13Q: 3 clusters Score -1285993 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1286039.750000 Penalty: 10663.625000
	Iteration 14Q: 3 clusters Score -1286040 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1286073.000000 Penalty: 10663.625000
	Iteration 15Q: 3 clusters Score -1286073 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1286100.375000 Penalty: 10663.625000
	Iteration 16Q: 3 clusters Score -1286100 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1286117.500000 Penalty: 10663.625000
	Iteration 17Q: 3 clusters Score -1286118 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1286137.500000 Penalty: 10663.625000
	Iteration 18Q: 3 clusters Score -1286138 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1286151.375000 Penalty: 10663.625000
	Iteration 19Q: 3 clusters Score -1286151 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1286160.750000 Penalty: 10663.625000
	Iteration 20F: 3 clusters Score -1286161 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1286170.125000 Penalty: 10663.625000
	Iteration 21Q: 3 clusters Score -1286170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1286178.750000 Penalty: 10663.625000
	Iteration 22Q: 3 clusters Score -1286179 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1286185.500000 Penalty: 10663.625000
	Iteration 23Q: 3 clusters Score -1286186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1286190.000000 Penalty: 10663.625000
	Iteration 24Q: 3 clusters Score -1286190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1286196.125000 Penalty: 10663.625000
	Iteration 25Q: 3 clusters Score -1286196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1286196.750000 Penalty: 10663.625000
	Iteration 26Q: 3 clusters Score -1286197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1286202.875000 Penalty: 10663.625000
	Iteration 27Q: 3 clusters Score -1286203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1286206.000000 Penalty: 10663.625000
	Iteration 28Q: 3 clusters Score -1286206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1286208.875000 Penalty: 10663.625000
	Iteration 29Q: 3 clusters Score -1286209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1286212.250000 Penalty: 10663.625000
	Iteration 30Q: 3 clusters Score -1286212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1286211.875000 Penalty: 10663.625000
	Iteration 31Q: 3 clusters Score -1286212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1286209.500000 Penalty: 10663.625000
	Iteration 32Q: 3 clusters Score -1286210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1286209.500000 Penalty: 10663.625000
	Iteration 33F: 3 clusters Score -1286210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Entering Unmasked Estep 
Score: -3231098.750000 Penalty: 5890.497070
	Iteration 0F: 2 clusters Score -3231099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -3217702.750000 Penalty: 11780.994141
	Iteration 0F: 3 clusters Score -3217703 nChanged 5930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -3220953.750000 Penalty: 11780.994141
	Iteration 1F: 3 clusters Score -3220954 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -3221579.250000 Penalty: 11780.994141
	Iteration 2F: 3 clusters Score -3221579 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -3222089.750000 Penalty: 11780.994141
	Iteration 3F: 3 clusters Score -3222090 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -3222543.500000 Penalty: 11780.994141
	Iteration 4Q: 3 clusters Score -3222544 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -3223028.250000 Penalty: 11780.994141
	Iteration 5Q: 3 clusters Score -3223028 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -3223433.500000 Penalty: 11780.994141
	Iteration 6Q: 3 clusters Score -3223434 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -3223797.750000 Penalty: 11780.994141
	Iteration 7Q: 3 clusters Score -3223798 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -3224106.500000 Penalty: 11780.994141
	Iteration 8Q: 3 clusters Score -3224106 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -3224355.000000 Penalty: 11780.994141
	Iteration 9Q: 3 clusters Score -3224355 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -3224558.000000 Penalty: 11780.994141
	Iteration 10Q: 3 clusters Score -3224558 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -3224746.000000 Penalty: 11780.994141
	Iteration 11Q: 3 clusters Score -3224746 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -3224904.000000 Penalty: 11780.994141
	Iteration 12Q: 3 clusters Score -3224904 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -3225033.250000 Penalty: 11780.994141
	Iteration 13Q: 3 clusters Score -3225033 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -3225129.000000 Penalty: 11780.994141
	Iteration 14Q: 3 clusters Score -3225129 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -3225224.750000 Penalty: 11780.994141
	Iteration 15Q: 3 clusters Score -3225225 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -3225293.750000 Penalty: 11780.994141
	Iteration 16Q: 3 clusters Score -3225294 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -3225332.750000 Penalty: 11780.994141
	Iteration 17Q: 3 clusters Score -3225333 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -3225381.750000 Penalty: 11780.994141
	Iteration 18Q: 3 clusters Score -3225382 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -3225430.000000 Penalty: 11780.994141
	Iteration 19Q: 3 clusters Score -3225430 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -3225451.000000 Penalty: 11780.994141
	Iteration 20F: 3 clusters Score -3225451 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -3225482.250000 Penalty: 11780.994141
	Iteration 21Q: 3 clusters Score -3225482 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -3225515.500000 Penalty: 11780.994141
	Iteration 22Q: 3 clusters Score -3225516 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -3225544.250000 Penalty: 11780.994141
	Iteration 23Q: 3 clusters Score -3225544 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -3225586.250000 Penalty: 11780.994141
	Iteration 24Q: 3 clusters Score -3225586 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -3225621.500000 Penalty: 11780.994141
	Iteration 25Q: 3 clusters Score -3225622 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -3225662.750000 Penalty: 11780.994141
	Iteration 26Q: 3 clusters Score -3225663 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -3225682.000000 Penalty: 11780.994141
	Iteration 27Q: 3 clusters Score -3225682 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -3225709.000000 Penalty: 11780.994141
	Iteration 28Q: 3 clusters Score -3225709 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -3225726.750000 Penalty: 11780.994141
	Iteration 29Q: 3 clusters Score -3225727 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -3225739.750000 Penalty: 11780.994141
	Iteration 30Q: 3 clusters Score -3225740 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -3225752.750000 Penalty: 11780.994141
	Iteration 31Q: 3 clusters Score -3225753 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -3225752.750000 Penalty: 11780.994141
	Iteration 32Q: 3 clusters Score -3225753 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -3225762.750000 Penalty: 11780.994141
	Iteration 33Q: 3 clusters Score -3225763 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -3225771.250000 Penalty: 11780.994141
	Iteration 34Q: 3 clusters Score -3225771 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -3225779.750000 Penalty: 11780.994141
	Iteration 35Q: 3 clusters Score -3225780 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -3225794.500000 Penalty: 11780.994141
	Iteration 36Q: 3 clusters Score -3225794 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -3225803.000000 Penalty: 11780.994141
	Iteration 37Q: 3 clusters Score -3225803 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -3225817.000000 Penalty: 11780.994141
	Iteration 38Q: 3 clusters Score -3225817 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -3225824.250000 Penalty: 11780.994141
	Iteration 39Q: 3 clusters Score -3225824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -3225825.500000 Penalty: 11780.994141
	Iteration 40F: 3 clusters Score -3225826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -3225834.000000 Penalty: 11780.994141
	Iteration 41Q: 3 clusters Score -3225834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -3225834.250000 Penalty: 11780.994141
	Iteration 42Q: 3 clusters Score -3225834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -3225834.250000 Penalty: 11780.994141
	Iteration 43Q: 3 clusters Score -3225834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -3225834.500000 Penalty: 11780.994141
	Iteration 44Q: 3 clusters Score -3225834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -3225833.000000 Penalty: 11780.994141
	Iteration 45Q: 3 clusters Score -3225833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -3225834.250000 Penalty: 11780.994141
	Iteration 46Q: 3 clusters Score -3225834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -3225831.750000 Penalty: 11780.994141
	Iteration 47Q: 3 clusters Score -3225832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -3225835.750000 Penalty: 11780.994141
	Iteration 48Q: 3 clusters Score -3225836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -3225833.000000 Penalty: 11780.994141
	Iteration 49Q: 3 clusters Score -3225833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -3225837.250000 Penalty: 11780.994141
	Iteration 50Q: 3 clusters Score -3225837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -3225842.250000 Penalty: 11780.994141
	Iteration 51Q: 3 clusters Score -3225842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -3225836.500000 Penalty: 11780.994141
	Iteration 52Q: 3 clusters Score -3225836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -3225838.250000 Penalty: 11780.994141
	Iteration 53Q: 3 clusters Score -3225838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -3225837.000000 Penalty: 11780.994141
	Iteration 54Q: 3 clusters Score -3225837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -3225837.000000 Penalty: 11780.994141
	Iteration 55F: 3 clusters Score -3225837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (35753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35753 members 
Entering Unmasked Estep 
Score: -8098713.000000 Penalty: 6421.688477
	Iteration 0F: 2 clusters Score -8098713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -8072192.500000 Penalty: 12843.376953
	Iteration 0F: 3 clusters Score -8072192 nChanged 15287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -8080294.000000 Penalty: 12843.376953
	Iteration 1F: 3 clusters Score -8080294 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -8081080.500000 Penalty: 12843.376953
	Iteration 2F: 3 clusters Score -8081080 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -8081710.500000 Penalty: 12843.376953
	Iteration 3Q: 3 clusters Score -8081710 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -8082166.500000 Penalty: 12843.376953
	Iteration 4Q: 3 clusters Score -8082166 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -8082607.500000 Penalty: 12843.376953
	Iteration 5Q: 3 clusters Score -8082608 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -8083011.500000 Penalty: 12843.376953
	Iteration 6Q: 3 clusters Score -8083012 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -8083393.500000 Penalty: 12843.376953
	Iteration 7Q: 3 clusters Score -8083394 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -8083793.000000 Penalty: 12843.376953
	Iteration 8Q: 3 clusters Score -8083793 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -8084210.000000 Penalty: 12843.376953
	Iteration 9Q: 3 clusters Score -8084210 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -8084682.500000 Penalty: 12843.376953
	Iteration 10Q: 3 clusters Score -8084682 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -8085235.000000 Penalty: 12843.376953
	Iteration 11Q: 3 clusters Score -8085235 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -8085908.500000 Penalty: 12843.376953
	Iteration 12Q: 3 clusters Score -8085908 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -8086649.000000 Penalty: 12843.376953
	Iteration 13Q: 3 clusters Score -8086649 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24916 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -8087353.000000 Penalty: 12843.376953
	Iteration 14Q: 3 clusters Score -8087353 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -8088108.500000 Penalty: 12843.376953
	Iteration 15Q: 3 clusters Score -8088108 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -8088772.000000 Penalty: 12843.376953
	Iteration 16Q: 3 clusters Score -8088772 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28297 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -8089534.000000 Penalty: 12843.376953
	Iteration 17Q: 3 clusters Score -8089534 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29371 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -8090234.000000 Penalty: 12843.376953
	Iteration 18Q: 3 clusters Score -8090234 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30356 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -8090928.500000 Penalty: 12843.376953
	Iteration 19Q: 3 clusters Score -8090928 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31229 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -8091581.000000 Penalty: 12843.376953
	Iteration 20F: 3 clusters Score -8091581 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31928 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -8092143.500000 Penalty: 12843.376953
	Iteration 21Q: 3 clusters Score -8092144 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32518 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -8092598.000000 Penalty: 12843.376953
	Iteration 22Q: 3 clusters Score -8092598 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32910 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -8092917.000000 Penalty: 12843.376953
	Iteration 23Q: 3 clusters Score -8092917 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33179 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -8093166.500000 Penalty: 12843.376953
	Iteration 24Q: 3 clusters Score -8093166 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33359 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -8093342.500000 Penalty: 12843.376953
	Iteration 25Q: 3 clusters Score -8093342 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33500 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -8093452.500000 Penalty: 12843.376953
	Iteration 26Q: 3 clusters Score -8093452 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -8093498.000000 Penalty: 12843.376953
	Iteration 27Q: 3 clusters Score -8093498 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33662 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -8093576.000000 Penalty: 12843.376953
	Iteration 28Q: 3 clusters Score -8093576 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33720 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -8093594.500000 Penalty: 12843.376953
	Iteration 29Q: 3 clusters Score -8093594 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33762 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -8093636.000000 Penalty: 12843.376953
	Iteration 30Q: 3 clusters Score -8093636 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33807 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -8093664.000000 Penalty: 12843.376953
	Iteration 31Q: 3 clusters Score -8093664 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33831 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -8093676.500000 Penalty: 12843.376953
	Iteration 32Q: 3 clusters Score -8093676 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33852 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -8093691.500000 Penalty: 12843.376953
	Iteration 33Q: 3 clusters Score -8093692 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33865 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -8093692.500000 Penalty: 12843.376953
	Iteration 34Q: 3 clusters Score -8093692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33875 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -8093706.000000 Penalty: 12843.376953
	Iteration 35Q: 3 clusters Score -8093706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33880 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -8093721.000000 Penalty: 12843.376953
	Iteration 36Q: 3 clusters Score -8093721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33884 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -8093733.500000 Penalty: 12843.376953
	Iteration 37Q: 3 clusters Score -8093734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33887 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -8093732.000000 Penalty: 12843.376953
	Iteration 38Q: 3 clusters Score -8093732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33888 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -8093736.000000 Penalty: 12843.376953
	Iteration 39Q: 3 clusters Score -8093736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33889 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -8093732.000000 Penalty: 12843.376953
	Iteration 40F: 3 clusters Score -8093732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33889 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -8093724.500000 Penalty: 12843.376953
	Iteration 41Q: 3 clusters Score -8093724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33891 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -8093729.500000 Penalty: 12843.376953
	Iteration 42Q: 3 clusters Score -8093730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33891 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -8093729.500000 Penalty: 12843.376953
	Iteration 43F: 3 clusters Score -8093730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (61073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61073 members 
Entering Unmasked Estep 
Score: -13615178.000000 Penalty: 6749.642578
	Iteration 0F: 2 clusters Score -1.361518e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30511 members 
Mstep: Class 2 contains 30562 members 
Entering Unmasked Estep 
Score: -13572103.000000 Penalty: 13499.285156
	Iteration 0F: 3 clusters Score -1.35721e+07 nChanged 27439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30402 members 
Mstep: Class 2 contains 30671 members 
Entering Unmasked Estep 
Score: -13586926.000000 Penalty: 13499.285156
	Iteration 1F: 3 clusters Score -1.358693e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30373 members 
Mstep: Class 2 contains 30700 members 
Entering Unmasked Estep 
Score: -13587786.000000 Penalty: 13499.285156
	Iteration 2Q: 3 clusters Score -1.358779e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -13588635.000000 Penalty: 13499.285156
	Iteration 3Q: 3 clusters Score -1.358864e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 30834 members 
Entering Unmasked Estep 
Score: -13589510.000000 Penalty: 13499.285156
	Iteration 4Q: 3 clusters Score -1.358951e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30123 members 
Mstep: Class 2 contains 30950 members 
Entering Unmasked Estep 
Score: -13590824.000000 Penalty: 13499.285156
	Iteration 5Q: 3 clusters Score -1.359082e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29899 members 
Mstep: Class 2 contains 31174 members 
Entering Unmasked Estep 
Score: -13592612.000000 Penalty: 13499.285156
	Iteration 6Q: 3 clusters Score -1.359261e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29438 members 
Mstep: Class 2 contains 31635 members 
Entering Unmasked Estep 
Score: -13594848.000000 Penalty: 13499.285156
	Iteration 7F: 3 clusters Score -1.359485e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28483 members 
Mstep: Class 2 contains 32590 members 
Entering Unmasked Estep 
Score: -13597027.000000 Penalty: 13499.285156
	Iteration 8F: 3 clusters Score -1.359703e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27066 members 
Mstep: Class 2 contains 34007 members 
Entering Unmasked Estep 
Score: -13599452.000000 Penalty: 13499.285156
	Iteration 9F: 3 clusters Score -1.359945e+07 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 35909 members 
Entering Unmasked Estep 
Score: -13602334.000000 Penalty: 13499.285156
	Iteration 10F: 3 clusters Score -1.360233e+07 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 38060 members 
Entering Unmasked Estep 
Score: -13605346.000000 Penalty: 13499.285156
	Iteration 11F: 3 clusters Score -1.360535e+07 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 40050 members 
Entering Unmasked Estep 
Score: -13607814.000000 Penalty: 13499.285156
	Iteration 12F: 3 clusters Score -1.360781e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 41592 members 
Entering Unmasked Estep 
Score: -13609603.000000 Penalty: 13499.285156
	Iteration 13Q: 3 clusters Score -1.36096e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 42783 members 
Entering Unmasked Estep 
Score: -13610914.000000 Penalty: 13499.285156
	Iteration 14Q: 3 clusters Score -1.361091e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 43790 members 
Entering Unmasked Estep 
Score: -13611759.000000 Penalty: 13499.285156
	Iteration 15Q: 3 clusters Score -1.361176e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 44544 members 
Entering Unmasked Estep 
Score: -13612261.000000 Penalty: 13499.285156
	Iteration 16Q: 3 clusters Score -1.361226e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 45192 members 
Entering Unmasked Estep 
Score: -13612616.000000 Penalty: 13499.285156
	Iteration 17Q: 3 clusters Score -1.361262e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 45726 members 
Entering Unmasked Estep 
Score: -13612897.000000 Penalty: 13499.285156
	Iteration 18Q: 3 clusters Score -1.36129e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 46196 members 
Entering Unmasked Estep 
Score: -13613083.000000 Penalty: 13499.285156
	Iteration 19Q: 3 clusters Score -1.361308e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 46599 members 
Entering Unmasked Estep 
Score: -13613215.000000 Penalty: 13499.285156
	Iteration 20F: 3 clusters Score -1.361322e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 46926 members 
Entering Unmasked Estep 
Score: -13613329.000000 Penalty: 13499.285156
	Iteration 21Q: 3 clusters Score -1.361333e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 47202 members 
Entering Unmasked Estep 
Score: -13613379.000000 Penalty: 13499.285156
	Iteration 22Q: 3 clusters Score -1.361338e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 47441 members 
Entering Unmasked Estep 
Score: -13613445.000000 Penalty: 13499.285156
	Iteration 23Q: 3 clusters Score -1.361344e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 47643 members 
Entering Unmasked Estep 
Score: -13613483.000000 Penalty: 13499.285156
	Iteration 24Q: 3 clusters Score -1.361348e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 47828 members 
Entering Unmasked Estep 
Score: -13613511.000000 Penalty: 13499.285156
	Iteration 25Q: 3 clusters Score -1.361351e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 47987 members 
Entering Unmasked Estep 
Score: -13613542.000000 Penalty: 13499.285156
	Iteration 26Q: 3 clusters Score -1.361354e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 48139 members 
Entering Unmasked Estep 
Score: -13613545.000000 Penalty: 13499.285156
	Iteration 27Q: 3 clusters Score -1.361354e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 48304 members 
Entering Unmasked Estep 
Score: -13613581.000000 Penalty: 13499.285156
	Iteration 28Q: 3 clusters Score -1.361358e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 48467 members 
Entering Unmasked Estep 
Score: -13613583.000000 Penalty: 13499.285156
	Iteration 29Q: 3 clusters Score -1.361358e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 48603 members 
Entering Unmasked Estep 
Score: -13613634.000000 Penalty: 13499.285156
	Iteration 30Q: 3 clusters Score -1.361363e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 48740 members 
Entering Unmasked Estep 
Score: -13613669.000000 Penalty: 13499.285156
	Iteration 31Q: 3 clusters Score -1.361367e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 48868 members 
Entering Unmasked Estep 
Score: -13613672.000000 Penalty: 13499.285156
	Iteration 32Q: 3 clusters Score -1.361367e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 48986 members 
Entering Unmasked Estep 
Score: -13613710.000000 Penalty: 13499.285156
	Iteration 33Q: 3 clusters Score -1.361371e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 49101 members 
Entering Unmasked Estep 
Score: -13613736.000000 Penalty: 13499.285156
	Iteration 34Q: 3 clusters Score -1.361374e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 49191 members 
Entering Unmasked Estep 
Score: -13613787.000000 Penalty: 13499.285156
	Iteration 35Q: 3 clusters Score -1.361379e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 49284 members 
Entering Unmasked Estep 
Score: -13613806.000000 Penalty: 13499.285156
	Iteration 36Q: 3 clusters Score -1.361381e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 49375 members 
Entering Unmasked Estep 
Score: -13613822.000000 Penalty: 13499.285156
	Iteration 37Q: 3 clusters Score -1.361382e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 49481 members 
Entering Unmasked Estep 
Score: -13613813.000000 Penalty: 13499.285156
	Iteration 38Q: 3 clusters Score -1.361381e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 49583 members 
Entering Unmasked Estep 
Score: -13613872.000000 Penalty: 13499.285156
	Iteration 39Q: 3 clusters Score -1.361387e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 49683 members 
Entering Unmasked Estep 
Score: -13613901.000000 Penalty: 13499.285156
	Iteration 40F: 3 clusters Score -1.36139e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 49771 members 
Entering Unmasked Estep 
Score: -13613921.000000 Penalty: 13499.285156
	Iteration 41Q: 3 clusters Score -1.361392e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 49860 members 
Entering Unmasked Estep 
Score: -13613947.000000 Penalty: 13499.285156
	Iteration 42Q: 3 clusters Score -1.361395e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 49946 members 
Entering Unmasked Estep 
Score: -13613955.000000 Penalty: 13499.285156
	Iteration 43Q: 3 clusters Score -1.361396e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 50022 members 
Entering Unmasked Estep 
Score: -13613957.000000 Penalty: 13499.285156
	Iteration 44Q: 3 clusters Score -1.361396e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 50087 members 
Entering Unmasked Estep 
Score: -13613980.000000 Penalty: 13499.285156
	Iteration 45Q: 3 clusters Score -1.361398e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 50155 members 
Entering Unmasked Estep 
Score: -13613994.000000 Penalty: 13499.285156
	Iteration 46Q: 3 clusters Score -1.361399e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 50224 members 
Entering Unmasked Estep 
Score: -13613995.000000 Penalty: 13499.285156
	Iteration 47Q: 3 clusters Score -1.3614e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 50288 members 
Entering Unmasked Estep 
Score: -13614017.000000 Penalty: 13499.285156
	Iteration 48Q: 3 clusters Score -1.361402e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 50354 members 
Entering Unmasked Estep 
Score: -13614072.000000 Penalty: 13499.285156
	Iteration 49Q: 3 clusters Score -1.361407e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 50425 members 
Entering Unmasked Estep 
Score: -13614082.000000 Penalty: 13499.285156
	Iteration 50Q: 3 clusters Score -1.361408e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 50506 members 
Entering Unmasked Estep 
Score: -13614107.000000 Penalty: 13499.285156
	Iteration 51Q: 3 clusters Score -1.361411e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 50587 members 
Entering Unmasked Estep 
Score: -13614129.000000 Penalty: 13499.285156
	Iteration 52Q: 3 clusters Score -1.361413e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 50673 members 
Entering Unmasked Estep 
Score: -13614166.000000 Penalty: 13499.285156
	Iteration 53Q: 3 clusters Score -1.361417e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 50769 members 
Entering Unmasked Estep 
Score: -13614210.000000 Penalty: 13499.285156
	Iteration 54Q: 3 clusters Score -1.361421e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 50860 members 
Entering Unmasked Estep 
Score: -13614238.000000 Penalty: 13499.285156
	Iteration 55Q: 3 clusters Score -1.361424e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 50937 members 
Entering Unmasked Estep 
Score: -13614259.000000 Penalty: 13499.285156
	Iteration 56Q: 3 clusters Score -1.361426e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 51017 members 
Entering Unmasked Estep 
Score: -13614295.000000 Penalty: 13499.285156
	Iteration 57Q: 3 clusters Score -1.36143e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 51109 members 
Entering Unmasked Estep 
Score: -13614296.000000 Penalty: 13499.285156
	Iteration 58Q: 3 clusters Score -1.36143e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 51204 members 
Entering Unmasked Estep 
Score: -13614332.000000 Penalty: 13499.285156
	Iteration 59Q: 3 clusters Score -1.361433e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 51310 members 
Entering Unmasked Estep 
Score: -13614372.000000 Penalty: 13499.285156
	Iteration 60F: 3 clusters Score -1.361437e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 51391 members 
Entering Unmasked Estep 
Score: -13614391.000000 Penalty: 13499.285156
	Iteration 61Q: 3 clusters Score -1.361439e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 51464 members 
Entering Unmasked Estep 
Score: -13614411.000000 Penalty: 13499.285156
	Iteration 62Q: 3 clusters Score -1.361441e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 51534 members 
Entering Unmasked Estep 
Score: -13614434.000000 Penalty: 13499.285156
	Iteration 63Q: 3 clusters Score -1.361443e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 51590 members 
Entering Unmasked Estep 
Score: -13614452.000000 Penalty: 13499.285156
	Iteration 64Q: 3 clusters Score -1.361445e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 51631 members 
Entering Unmasked Estep 
Score: -13614447.000000 Penalty: 13499.285156
	Iteration 65Q: 3 clusters Score -1.361445e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 51664 members 
Entering Unmasked Estep 
Score: -13614444.000000 Penalty: 13499.285156
	Iteration 66Q: 3 clusters Score -1.361444e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 51685 members 
Entering Unmasked Estep 
Score: -13614445.000000 Penalty: 13499.285156
	Iteration 67Q: 3 clusters Score -1.361444e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 51704 members 
Entering Unmasked Estep 
Score: -13614459.000000 Penalty: 13499.285156
	Iteration 68Q: 3 clusters Score -1.361446e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 51713 members 
Entering Unmasked Estep 
Score: -13614461.000000 Penalty: 13499.285156
	Iteration 69Q: 3 clusters Score -1.361446e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 51724 members 
Entering Unmasked Estep 
Score: -13614455.000000 Penalty: 13499.285156
	Iteration 70Q: 3 clusters Score -1.361446e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 51734 members 
Entering Unmasked Estep 
Score: -13614463.000000 Penalty: 13499.285156
	Iteration 71Q: 3 clusters Score -1.361446e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 51740 members 
Entering Unmasked Estep 
Score: -13614450.000000 Penalty: 13499.285156
	Iteration 72Q: 3 clusters Score -1.361445e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 51748 members 
Entering Unmasked Estep 
Score: -13614463.000000 Penalty: 13499.285156
	Iteration 73Q: 3 clusters Score -1.361446e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 51758 members 
Entering Unmasked Estep 
Score: -13614466.000000 Penalty: 13499.285156
	Iteration 74Q: 3 clusters Score -1.361447e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 51762 members 
Entering Unmasked Estep 
Score: -13614465.000000 Penalty: 13499.285156
	Iteration 75Q: 3 clusters Score -1.361446e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 51769 members 
Entering Unmasked Estep 
Score: -13614460.000000 Penalty: 13499.285156
	Iteration 76Q: 3 clusters Score -1.361446e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 51777 members 
Entering Unmasked Estep 
Score: -13614473.000000 Penalty: 13499.285156
	Iteration 77Q: 3 clusters Score -1.361447e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 51782 members 
Entering Unmasked Estep 
Score: -13614472.000000 Penalty: 13499.285156
	Iteration 78Q: 3 clusters Score -1.361447e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 51790 members 
Entering Unmasked Estep 
Score: -13614491.000000 Penalty: 13499.285156
	Iteration 79Q: 3 clusters Score -1.361449e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 51797 members 
Entering Unmasked Estep 
Score: -13614485.000000 Penalty: 13499.285156
	Iteration 80F: 3 clusters Score -1.361448e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 51799 members 
Entering Unmasked Estep 
Score: -13614492.000000 Penalty: 13499.285156
	Iteration 81Q: 3 clusters Score -1.361449e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 51804 members 
Entering Unmasked Estep 
Score: -13614485.000000 Penalty: 13499.285156
	Iteration 82Q: 3 clusters Score -1.361448e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 51809 members 
Entering Unmasked Estep 
Score: -13614488.000000 Penalty: 13499.285156
	Iteration 83Q: 3 clusters Score -1.361449e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 51816 members 
Entering Unmasked Estep 
Score: -13614494.000000 Penalty: 13499.285156
	Iteration 84Q: 3 clusters Score -1.361449e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 51823 members 
Entering Unmasked Estep 
Score: -13614489.000000 Penalty: 13499.285156
	Iteration 85Q: 3 clusters Score -1.361449e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 51828 members 
Entering Unmasked Estep 
Score: -13614490.000000 Penalty: 13499.285156
	Iteration 86Q: 3 clusters Score -1.361449e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 51832 members 
Entering Unmasked Estep 
Score: -13614487.000000 Penalty: 13499.285156
	Iteration 87Q: 3 clusters Score -1.361449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 51834 members 
Entering Unmasked Estep 
Score: -13614491.000000 Penalty: 13499.285156
	Iteration 88Q: 3 clusters Score -1.361449e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 51835 members 
Entering Unmasked Estep 
Score: -13614489.000000 Penalty: 13499.285156
	Iteration 89Q: 3 clusters Score -1.361449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 51837 members 
Entering Unmasked Estep 
Score: -13614498.000000 Penalty: 13499.285156
	Iteration 90Q: 3 clusters Score -1.36145e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 51840 members 
Entering Unmasked Estep 
Score: -13614489.000000 Penalty: 13499.285156
	Iteration 91Q: 3 clusters Score -1.361449e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 51847 members 
Entering Unmasked Estep 
Score: -13614490.000000 Penalty: 13499.285156
	Iteration 92Q: 3 clusters Score -1.361449e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 51852 members 
Entering Unmasked Estep 
Score: -13614486.000000 Penalty: 13499.285156
	Iteration 93Q: 3 clusters Score -1.361449e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 51855 members 
Entering Unmasked Estep 
Score: -13614495.000000 Penalty: 13499.285156
	Iteration 94Q: 3 clusters Score -1.36145e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 51858 members 
Entering Unmasked Estep 
Score: -13614473.000000 Penalty: 13499.285156
	Iteration 95Q: 3 clusters Score -1.361447e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 51861 members 
Entering Unmasked Estep 
Score: -13614475.000000 Penalty: 13499.285156
	Iteration 96Q: 3 clusters Score -1.361448e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 51863 members 
Entering Unmasked Estep 
Score: -13614475.000000 Penalty: 13499.285156
	Iteration 97Q: 3 clusters Score -1.361448e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 51866 members 
Entering Unmasked Estep 
Score: -13614481.000000 Penalty: 13499.285156
	Iteration 98Q: 3 clusters Score -1.361448e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 51867 members 
Entering Unmasked Estep 
Score: -13614478.000000 Penalty: 13499.285156
	Iteration 99Q: 3 clusters Score -1.361448e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 51869 members 
Entering Unmasked Estep 
Score: -13614493.000000 Penalty: 13499.285156
	Iteration 100F: 3 clusters Score -1.361449e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 51872 members 
Entering Unmasked Estep 
Score: -13614488.000000 Penalty: 13499.285156
	Iteration 101Q: 3 clusters Score -1.361449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 51874 members 
Entering Unmasked Estep 
Score: -13614484.000000 Penalty: 13499.285156
	Iteration 102Q: 3 clusters Score -1.361448e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 51873 members 
Entering Unmasked Estep 
Score: -13614484.000000 Penalty: 13499.285156
	Iteration 103Q: 3 clusters Score -1.361448e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 51873 members 
Entering Unmasked Estep 
Score: -13614484.000000 Penalty: 13499.285156
	Iteration 104F: 3 clusters Score -1.361448e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Entering Unmasked Estep 
Score: -317247.406250 Penalty: 4493.475098
	Iteration 0F: 2 clusters Score -317247.4 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 784 members 
Entering Unmasked Estep 
Score: -312840.812500 Penalty: 8986.950195
	Iteration 0F: 3 clusters Score -312840.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -313505.000000 Penalty: 8986.950195
	Iteration 1F: 3 clusters Score -313505 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -313790.437500 Penalty: 8986.950195
	Iteration 2F: 3 clusters Score -313790.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -314086.093750 Penalty: 8986.950195
	Iteration 3F: 3 clusters Score -314086.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -314293.968750 Penalty: 8986.950195
	Iteration 4Q: 3 clusters Score -314294 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -314470.468750 Penalty: 8986.950195
	Iteration 5Q: 3 clusters Score -314470.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -314619.781250 Penalty: 8986.950195
	Iteration 6Q: 3 clusters Score -314619.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -314804.750000 Penalty: 8986.950195
	Iteration 7Q: 3 clusters Score -314804.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -314895.218750 Penalty: 8986.950195
	Iteration 8Q: 3 clusters Score -314895.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -314946.312500 Penalty: 8986.950195
	Iteration 9Q: 3 clusters Score -314946.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -314982.093750 Penalty: 8986.950195
	Iteration 10Q: 3 clusters Score -314982.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -315001.500000 Penalty: 8986.950195
	Iteration 11Q: 3 clusters Score -315001.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -315026.750000 Penalty: 8986.950195
	Iteration 12Q: 3 clusters Score -315026.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -315062.187500 Penalty: 8986.950195
	Iteration 13Q: 3 clusters Score -315062.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -315081.343750 Penalty: 8986.950195
	Iteration 14Q: 3 clusters Score -315081.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -315101.593750 Penalty: 8986.950195
	Iteration 15Q: 3 clusters Score -315101.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -315112.250000 Penalty: 8986.950195
	Iteration 16Q: 3 clusters Score -315112.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -315122.375000 Penalty: 8986.950195
	Iteration 17Q: 3 clusters Score -315122.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -315130.937500 Penalty: 8986.950195
	Iteration 18Q: 3 clusters Score -315130.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -315134.375000 Penalty: 8986.950195
	Iteration 19Q: 3 clusters Score -315134.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -315134.375000 Penalty: 8986.950195
	Iteration 20F: 3 clusters Score -315134.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28984 members 
Entering Unmasked Estep 
Score: -6476199.500000 Penalty: 6293.130371
	Iteration 0F: 2 clusters Score -6476200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -6454008.500000 Penalty: 12586.260742
	Iteration 0F: 3 clusters Score -6454008 nChanged 12221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -6460577.500000 Penalty: 12586.260742
	Iteration 1F: 3 clusters Score -6460578 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -6461293.500000 Penalty: 12586.260742
	Iteration 2F: 3 clusters Score -6461294 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -6461901.000000 Penalty: 12586.260742
	Iteration 3Q: 3 clusters Score -6461901 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -6462305.000000 Penalty: 12586.260742
	Iteration 4Q: 3 clusters Score -6462305 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -6462648.500000 Penalty: 12586.260742
	Iteration 5Q: 3 clusters Score -6462648 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -6462957.000000 Penalty: 12586.260742
	Iteration 6Q: 3 clusters Score -6462957 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -6463244.500000 Penalty: 12586.260742
	Iteration 7Q: 3 clusters Score -6463244 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -6463550.000000 Penalty: 12586.260742
	Iteration 8Q: 3 clusters Score -6463550 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -6463859.000000 Penalty: 12586.260742
	Iteration 9Q: 3 clusters Score -6463859 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -6464177.500000 Penalty: 12586.260742
	Iteration 10Q: 3 clusters Score -6464178 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -6464526.000000 Penalty: 12586.260742
	Iteration 11Q: 3 clusters Score -6464526 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -6464882.000000 Penalty: 12586.260742
	Iteration 12Q: 3 clusters Score -6464882 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -6465337.000000 Penalty: 12586.260742
	Iteration 13Q: 3 clusters Score -6465337 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -6465814.000000 Penalty: 12586.260742
	Iteration 14Q: 3 clusters Score -6465814 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -6466368.000000 Penalty: 12586.260742
	Iteration 15Q: 3 clusters Score -6466368 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -6466949.000000 Penalty: 12586.260742
	Iteration 16Q: 3 clusters Score -6466949 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -6467487.500000 Penalty: 12586.260742
	Iteration 17Q: 3 clusters Score -6467488 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -6468042.500000 Penalty: 12586.260742
	Iteration 18Q: 3 clusters Score -6468042 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -6468560.500000 Penalty: 12586.260742
	Iteration 19Q: 3 clusters Score -6468560 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -6468988.500000 Penalty: 12586.260742
	Iteration 20F: 3 clusters Score -6468988 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26011 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -6469392.000000 Penalty: 12586.260742
	Iteration 21Q: 3 clusters Score -6469392 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -6469696.000000 Penalty: 12586.260742
	Iteration 22Q: 3 clusters Score -6469696 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -6469911.000000 Penalty: 12586.260742
	Iteration 23Q: 3 clusters Score -6469911 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26995 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -6470086.000000 Penalty: 12586.260742
	Iteration 24Q: 3 clusters Score -6470086 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27195 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -6470271.000000 Penalty: 12586.260742
	Iteration 25Q: 3 clusters Score -6470271 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -6470388.000000 Penalty: 12586.260742
	Iteration 26Q: 3 clusters Score -6470388 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -6470477.500000 Penalty: 12586.260742
	Iteration 27Q: 3 clusters Score -6470478 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -6470547.500000 Penalty: 12586.260742
	Iteration 28Q: 3 clusters Score -6470548 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27574 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -6470568.500000 Penalty: 12586.260742
	Iteration 29Q: 3 clusters Score -6470568 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -6470625.000000 Penalty: 12586.260742
	Iteration 30Q: 3 clusters Score -6470625 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27646 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -6470646.500000 Penalty: 12586.260742
	Iteration 31Q: 3 clusters Score -6470646 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27670 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -6470651.500000 Penalty: 12586.260742
	Iteration 32Q: 3 clusters Score -6470652 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -6470664.000000 Penalty: 12586.260742
	Iteration 33Q: 3 clusters Score -6470664 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -6470683.500000 Penalty: 12586.260742
	Iteration 34Q: 3 clusters Score -6470684 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27731 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -6470695.500000 Penalty: 12586.260742
	Iteration 35Q: 3 clusters Score -6470696 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27750 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -6470710.000000 Penalty: 12586.260742
	Iteration 36Q: 3 clusters Score -6470710 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -6470722.000000 Penalty: 12586.260742
	Iteration 37Q: 3 clusters Score -6470722 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -6470756.500000 Penalty: 12586.260742
	Iteration 38Q: 3 clusters Score -6470756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27802 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -6470760.000000 Penalty: 12586.260742
	Iteration 39Q: 3 clusters Score -6470760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27819 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -6470768.000000 Penalty: 12586.260742
	Iteration 40F: 3 clusters Score -6470768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27829 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -6470773.000000 Penalty: 12586.260742
	Iteration 41Q: 3 clusters Score -6470773 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -6470779.000000 Penalty: 12586.260742
	Iteration 42Q: 3 clusters Score -6470779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27843 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -6470791.500000 Penalty: 12586.260742
	Iteration 43Q: 3 clusters Score -6470792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27851 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -6470800.000000 Penalty: 12586.260742
	Iteration 44Q: 3 clusters Score -6470800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27855 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -6470797.500000 Penalty: 12586.260742
	Iteration 45Q: 3 clusters Score -6470798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27858 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -6470798.500000 Penalty: 12586.260742
	Iteration 46Q: 3 clusters Score -6470798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27862 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -6470799.500000 Penalty: 12586.260742
	Iteration 47Q: 3 clusters Score -6470800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27865 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -6470794.500000 Penalty: 12586.260742
	Iteration 48Q: 3 clusters Score -6470794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -6470795.500000 Penalty: 12586.260742
	Iteration 49Q: 3 clusters Score -6470796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -6470797.500000 Penalty: 12586.260742
	Iteration 50Q: 3 clusters Score -6470798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27872 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -6470798.500000 Penalty: 12586.260742
	Iteration 51Q: 3 clusters Score -6470798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27872 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -6470798.500000 Penalty: 12586.260742
	Iteration 52F: 3 clusters Score -6470798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Entering Unmasked Estep 
Score: -1915697.625000 Penalty: 5566.159668
	Iteration 0F: 2 clusters Score -1915698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1906111.000000 Penalty: 11132.319336
	Iteration 0F: 3 clusters Score -1906111 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1907926.875000 Penalty: 11132.319336
	Iteration 1F: 3 clusters Score -1907927 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1908327.875000 Penalty: 11132.319336
	Iteration 2F: 3 clusters Score -1908328 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1908543.500000 Penalty: 11132.319336
	Iteration 3Q: 3 clusters Score -1908544 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1908689.375000 Penalty: 11132.319336
	Iteration 4Q: 3 clusters Score -1908689 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1908800.750000 Penalty: 11132.319336
	Iteration 5Q: 3 clusters Score -1908801 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1908891.125000 Penalty: 11132.319336
	Iteration 6Q: 3 clusters Score -1908891 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1908963.125000 Penalty: 11132.319336
	Iteration 7Q: 3 clusters Score -1908963 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1909019.125000 Penalty: 11132.319336
	Iteration 8Q: 3 clusters Score -1909019 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1909065.500000 Penalty: 11132.319336
	Iteration 9Q: 3 clusters Score -1909066 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1909108.250000 Penalty: 11132.319336
	Iteration 10Q: 3 clusters Score -1909108 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1909132.625000 Penalty: 11132.319336
	Iteration 11Q: 3 clusters Score -1909133 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1909158.125000 Penalty: 11132.319336
	Iteration 12Q: 3 clusters Score -1909158 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1909180.375000 Penalty: 11132.319336
	Iteration 13Q: 3 clusters Score -1909180 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1909204.000000 Penalty: 11132.319336
	Iteration 14Q: 3 clusters Score -1909204 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1909223.625000 Penalty: 11132.319336
	Iteration 15Q: 3 clusters Score -1909224 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1909238.875000 Penalty: 11132.319336
	Iteration 16Q: 3 clusters Score -1909239 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1909264.125000 Penalty: 11132.319336
	Iteration 17Q: 3 clusters Score -1909264 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1909279.125000 Penalty: 11132.319336
	Iteration 18Q: 3 clusters Score -1909279 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1909306.625000 Penalty: 11132.319336
	Iteration 19Q: 3 clusters Score -1909307 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1909316.750000 Penalty: 11132.319336
	Iteration 20F: 3 clusters Score -1909317 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1909334.375000 Penalty: 11132.319336
	Iteration 21Q: 3 clusters Score -1909334 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1909348.000000 Penalty: 11132.319336
	Iteration 22Q: 3 clusters Score -1909348 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1909361.250000 Penalty: 11132.319336
	Iteration 23Q: 3 clusters Score -1909361 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1909368.375000 Penalty: 11132.319336
	Iteration 24Q: 3 clusters Score -1909368 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1909384.625000 Penalty: 11132.319336
	Iteration 25Q: 3 clusters Score -1909385 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1909408.500000 Penalty: 11132.319336
	Iteration 26Q: 3 clusters Score -1909408 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1909420.125000 Penalty: 11132.319336
	Iteration 27Q: 3 clusters Score -1909420 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1909440.500000 Penalty: 11132.319336
	Iteration 28Q: 3 clusters Score -1909440 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1909454.250000 Penalty: 11132.319336
	Iteration 29Q: 3 clusters Score -1909454 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1909477.500000 Penalty: 11132.319336
	Iteration 30Q: 3 clusters Score -1909478 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1909505.750000 Penalty: 11132.319336
	Iteration 31Q: 3 clusters Score -1909506 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1909519.000000 Penalty: 11132.319336
	Iteration 32Q: 3 clusters Score -1909519 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1909546.000000 Penalty: 11132.319336
	Iteration 33Q: 3 clusters Score -1909546 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1909562.375000 Penalty: 11132.319336
	Iteration 34Q: 3 clusters Score -1909562 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1909584.125000 Penalty: 11132.319336
	Iteration 35Q: 3 clusters Score -1909584 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1909611.750000 Penalty: 11132.319336
	Iteration 36Q: 3 clusters Score -1909612 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1909639.875000 Penalty: 11132.319336
	Iteration 37Q: 3 clusters Score -1909640 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1909667.000000 Penalty: 11132.319336
	Iteration 38Q: 3 clusters Score -1909667 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1909698.125000 Penalty: 11132.319336
	Iteration 39Q: 3 clusters Score -1909698 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1909727.625000 Penalty: 11132.319336
	Iteration 40F: 3 clusters Score -1909728 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1909750.750000 Penalty: 11132.319336
	Iteration 41Q: 3 clusters Score -1909751 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1909774.375000 Penalty: 11132.319336
	Iteration 42Q: 3 clusters Score -1909774 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1909803.625000 Penalty: 11132.319336
	Iteration 43Q: 3 clusters Score -1909804 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1909833.375000 Penalty: 11132.319336
	Iteration 44Q: 3 clusters Score -1909833 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1909852.875000 Penalty: 11132.319336
	Iteration 45Q: 3 clusters Score -1909853 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1909881.500000 Penalty: 11132.319336
	Iteration 46Q: 3 clusters Score -1909882 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1909910.875000 Penalty: 11132.319336
	Iteration 47Q: 3 clusters Score -1909911 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1909931.250000 Penalty: 11132.319336
	Iteration 48Q: 3 clusters Score -1909931 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1909961.375000 Penalty: 11132.319336
	Iteration 49Q: 3 clusters Score -1909961 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1909979.875000 Penalty: 11132.319336
	Iteration 50Q: 3 clusters Score -1909980 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1909988.250000 Penalty: 11132.319336
	Iteration 51Q: 3 clusters Score -1909988 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1910009.500000 Penalty: 11132.319336
	Iteration 52Q: 3 clusters Score -1910010 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1910030.000000 Penalty: 11132.319336
	Iteration 53Q: 3 clusters Score -1910030 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1910050.625000 Penalty: 11132.319336
	Iteration 54Q: 3 clusters Score -1910051 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1910072.125000 Penalty: 11132.319336
	Iteration 55Q: 3 clusters Score -1910072 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1910095.750000 Penalty: 11132.319336
	Iteration 56Q: 3 clusters Score -1910096 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1910119.250000 Penalty: 11132.319336
	Iteration 57Q: 3 clusters Score -1910119 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1910148.250000 Penalty: 11132.319336
	Iteration 58Q: 3 clusters Score -1910148 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1910178.500000 Penalty: 11132.319336
	Iteration 59Q: 3 clusters Score -1910178 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1910212.750000 Penalty: 11132.319336
	Iteration 60F: 3 clusters Score -1910213 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1910237.750000 Penalty: 11132.319336
	Iteration 61Q: 3 clusters Score -1910238 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1910259.500000 Penalty: 11132.319336
	Iteration 62Q: 3 clusters Score -1910260 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1910294.500000 Penalty: 11132.319336
	Iteration 63Q: 3 clusters Score -1910294 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1910328.375000 Penalty: 11132.319336
	Iteration 64Q: 3 clusters Score -1910328 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1910355.875000 Penalty: 11132.319336
	Iteration 65Q: 3 clusters Score -1910356 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1910376.000000 Penalty: 11132.319336
	Iteration 66Q: 3 clusters Score -1910376 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1910397.125000 Penalty: 11132.319336
	Iteration 67Q: 3 clusters Score -1910397 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1910409.000000 Penalty: 11132.319336
	Iteration 68Q: 3 clusters Score -1910409 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1910422.875000 Penalty: 11132.319336
	Iteration 69Q: 3 clusters Score -1910423 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1910443.250000 Penalty: 11132.319336
	Iteration 70Q: 3 clusters Score -1910443 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1910452.750000 Penalty: 11132.319336
	Iteration 71Q: 3 clusters Score -1910453 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1910472.000000 Penalty: 11132.319336
	Iteration 72Q: 3 clusters Score -1910472 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1910487.375000 Penalty: 11132.319336
	Iteration 73Q: 3 clusters Score -1910487 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1910499.000000 Penalty: 11132.319336
	Iteration 74Q: 3 clusters Score -1910499 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1910521.250000 Penalty: 11132.319336
	Iteration 75Q: 3 clusters Score -1910521 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1910534.875000 Penalty: 11132.319336
	Iteration 76Q: 3 clusters Score -1910535 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1910550.750000 Penalty: 11132.319336
	Iteration 77Q: 3 clusters Score -1910551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1910559.250000 Penalty: 11132.319336
	Iteration 78Q: 3 clusters Score -1910559 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1910568.500000 Penalty: 11132.319336
	Iteration 79Q: 3 clusters Score -1910568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1910571.500000 Penalty: 11132.319336
	Iteration 80F: 3 clusters Score -1910572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1910583.500000 Penalty: 11132.319336
	Iteration 81Q: 3 clusters Score -1910584 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1910592.375000 Penalty: 11132.319336
	Iteration 82Q: 3 clusters Score -1910592 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1910605.375000 Penalty: 11132.319336
	Iteration 83Q: 3 clusters Score -1910605 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1910620.000000 Penalty: 11132.319336
	Iteration 84Q: 3 clusters Score -1910620 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1910629.375000 Penalty: 11132.319336
	Iteration 85Q: 3 clusters Score -1910629 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1910643.125000 Penalty: 11132.319336
	Iteration 86Q: 3 clusters Score -1910643 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1910659.000000 Penalty: 11132.319336
	Iteration 87Q: 3 clusters Score -1910659 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1910670.000000 Penalty: 11132.319336
	Iteration 88Q: 3 clusters Score -1910670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1910679.875000 Penalty: 11132.319336
	Iteration 89Q: 3 clusters Score -1910680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1910683.875000 Penalty: 11132.319336
	Iteration 90Q: 3 clusters Score -1910684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1910690.125000 Penalty: 11132.319336
	Iteration 91Q: 3 clusters Score -1910690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1910697.750000 Penalty: 11132.319336
	Iteration 92Q: 3 clusters Score -1910698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1910697.625000 Penalty: 11132.319336
	Iteration 93Q: 3 clusters Score -1910698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1910700.750000 Penalty: 11132.319336
	Iteration 94Q: 3 clusters Score -1910701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1910699.125000 Penalty: 11132.319336
	Iteration 95Q: 3 clusters Score -1910699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1910702.500000 Penalty: 11132.319336
	Iteration 96Q: 3 clusters Score -1910702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1910705.500000 Penalty: 11132.319336
	Iteration 97Q: 3 clusters Score -1910706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1910703.875000 Penalty: 11132.319336
	Iteration 98Q: 3 clusters Score -1910704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1910704.500000 Penalty: 11132.319336
	Iteration 99Q: 3 clusters Score -1910704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1910706.875000 Penalty: 11132.319336
	Iteration 100F: 3 clusters Score -1910707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1910707.625000 Penalty: 11132.319336
	Iteration 101Q: 3 clusters Score -1910708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1910709.875000 Penalty: 11132.319336
	Iteration 102Q: 3 clusters Score -1910710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1910706.750000 Penalty: 11132.319336
	Iteration 103Q: 3 clusters Score -1910707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1910707.625000 Penalty: 11132.319336
	Iteration 104Q: 3 clusters Score -1910708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1910707.375000 Penalty: 11132.319336
	Iteration 105Q: 3 clusters Score -1910707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1910706.250000 Penalty: 11132.319336
	Iteration 106Q: 3 clusters Score -1910706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1910709.000000 Penalty: 11132.319336
	Iteration 107Q: 3 clusters Score -1910709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1910709.000000 Penalty: 11132.319336
	Iteration 108F: 3 clusters Score -1910709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Entering Unmasked Estep 
Score: -264494.593750 Penalty: 4407.052246
	Iteration 0F: 2 clusters Score -264494.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -260118.375000 Penalty: 8814.104492
	Iteration 0F: 3 clusters Score -260118.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -260708.328125 Penalty: 8814.104492
	Iteration 1F: 3 clusters Score -260708.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -261138.578125 Penalty: 8814.104492
	Iteration 2F: 3 clusters Score -261138.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -261769.109375 Penalty: 8814.104492
	Iteration 3F: 3 clusters Score -261769.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -262221.093750 Penalty: 8814.104492
	Iteration 4F: 3 clusters Score -262221.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -262679.468750 Penalty: 8814.104492
	Iteration 5Q: 3 clusters Score -262679.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -263424.781250 Penalty: 8814.104492
	Iteration 6Q: 3 clusters Score -263424.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -263812.031250 Penalty: 8814.104492
	Iteration 7Q: 3 clusters Score -263812 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -263986.593750 Penalty: 8814.104492
	Iteration 8Q: 3 clusters Score -263986.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -264097.875000 Penalty: 8814.104492
	Iteration 9Q: 3 clusters Score -264097.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -264179.843750 Penalty: 8814.104492
	Iteration 10Q: 3 clusters Score -264179.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -264283.843750 Penalty: 8814.104492
	Iteration 11Q: 3 clusters Score -264283.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -264395.875000 Penalty: 8814.104492
	Iteration 12Q: 3 clusters Score -264395.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -264546.625000 Penalty: 8814.104492
	Iteration 13Q: 3 clusters Score -264546.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -264659.875000 Penalty: 8814.104492
	Iteration 14Q: 3 clusters Score -264659.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -264734.031250 Penalty: 8814.104492
	Iteration 15Q: 3 clusters Score -264734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -264795.218750 Penalty: 8814.104492
	Iteration 16Q: 3 clusters Score -264795.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -264888.968750 Penalty: 8814.104492
	Iteration 17Q: 3 clusters Score -264889 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -265038.031250 Penalty: 8814.104492
	Iteration 18Q: 3 clusters Score -265038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -265086.781250 Penalty: 8814.104492
	Iteration 19Q: 3 clusters Score -265086.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -265122.906250 Penalty: 8814.104492
	Iteration 20F: 3 clusters Score -265122.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -265129.406250 Penalty: 8814.104492
	Iteration 21Q: 3 clusters Score -265129.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -265129.406250 Penalty: 8814.104492
	Iteration 22F: 3 clusters Score -265129.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 15020 members 
Mstep: Class 3 contains 35753 members 
Mstep: Class 4 contains 61073 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 28984 members 
Mstep: Class 7 contains 8845 members 
Mstep: Class 8 contains 776 members 
Mstep: Class 9 contains 9490 members 
Mstep: Class 10 contains 32612 members 
Mstep: Class 11 contains 70961 members 
Mstep: Class 12 contains 9886 members 
Mstep: Class 13 contains 858 members 
Mstep: Class 14 contains 141260 members 
Mstep: Class 15 contains 7950 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8325 members 
Mstep: Class 18 contains 12700 members 
Mstep: Class 19 contains 61342 members 
Mstep: Class 20 contains 28161 members 
Mstep: Class 21 contains 69336 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4791 members 
Mstep: Class 24 contains 12916 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 30923 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 52039 members 
Mstep: Class 29 contains 557 members 
Entering Unmasked Estep 
Score: -157285920.000000 Penalty: 239503.718750
Splitting cluster 8 changes total score from -157289104.000000 to -157285920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (9490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Entering Unmasked Estep 
Score: -2134926.000000 Penalty: 5609.271484
	Iteration 0F: 2 clusters Score -2134926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -2125104.000000 Penalty: 11218.542969
	Iteration 0F: 3 clusters Score -2125104 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -2127092.000000 Penalty: 11218.542969
	Iteration 1F: 3 clusters Score -2127092 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -2127521.250000 Penalty: 11218.542969
	Iteration 2F: 3 clusters Score -2127521 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -2127772.750000 Penalty: 11218.542969
	Iteration 3Q: 3 clusters Score -2127773 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -2127937.500000 Penalty: 11218.542969
	Iteration 4Q: 3 clusters Score -2127938 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -2128043.000000 Penalty: 11218.542969
	Iteration 5Q: 3 clusters Score -2128043 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -2128115.500000 Penalty: 11218.542969
	Iteration 6Q: 3 clusters Score -2128116 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -2128180.250000 Penalty: 11218.542969
	Iteration 7Q: 3 clusters Score -2128180 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -2128223.750000 Penalty: 11218.542969
	Iteration 8Q: 3 clusters Score -2128224 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -2128276.000000 Penalty: 11218.542969
	Iteration 9Q: 3 clusters Score -2128276 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -2128311.250000 Penalty: 11218.542969
	Iteration 10Q: 3 clusters Score -2128311 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -2128348.250000 Penalty: 11218.542969
	Iteration 11Q: 3 clusters Score -2128348 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -2128381.500000 Penalty: 11218.542969
	Iteration 12Q: 3 clusters Score -2128382 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -2128415.750000 Penalty: 11218.542969
	Iteration 13Q: 3 clusters Score -2128416 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -2128449.500000 Penalty: 11218.542969
	Iteration 14Q: 3 clusters Score -2128450 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -2128472.750000 Penalty: 11218.542969
	Iteration 15Q: 3 clusters Score -2128473 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -2128490.250000 Penalty: 11218.542969
	Iteration 16Q: 3 clusters Score -2128490 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -2128506.250000 Penalty: 11218.542969
	Iteration 17Q: 3 clusters Score -2128506 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -2128526.500000 Penalty: 11218.542969
	Iteration 18Q: 3 clusters Score -2128526 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -2128536.500000 Penalty: 11218.542969
	Iteration 19Q: 3 clusters Score -2128536 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -2128554.250000 Penalty: 11218.542969
	Iteration 20F: 3 clusters Score -2128554 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -2128569.000000 Penalty: 11218.542969
	Iteration 21Q: 3 clusters Score -2128569 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -2128589.250000 Penalty: 11218.542969
	Iteration 22Q: 3 clusters Score -2128589 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -2128604.500000 Penalty: 11218.542969
	Iteration 23Q: 3 clusters Score -2128604 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -2128635.500000 Penalty: 11218.542969
	Iteration 24Q: 3 clusters Score -2128636 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -2128659.750000 Penalty: 11218.542969
	Iteration 25Q: 3 clusters Score -2128660 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -2128686.750000 Penalty: 11218.542969
	Iteration 26Q: 3 clusters Score -2128687 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -2128715.750000 Penalty: 11218.542969
	Iteration 27Q: 3 clusters Score -2128716 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -2128739.000000 Penalty: 11218.542969
	Iteration 28Q: 3 clusters Score -2128739 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -2128751.750000 Penalty: 11218.542969
	Iteration 29Q: 3 clusters Score -2128752 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -2128772.000000 Penalty: 11218.542969
	Iteration 30Q: 3 clusters Score -2128772 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -2128795.750000 Penalty: 11218.542969
	Iteration 31Q: 3 clusters Score -2128796 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -2128809.250000 Penalty: 11218.542969
	Iteration 32Q: 3 clusters Score -2128809 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -2128831.500000 Penalty: 11218.542969
	Iteration 33Q: 3 clusters Score -2128832 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -2128860.750000 Penalty: 11218.542969
	Iteration 34Q: 3 clusters Score -2128861 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -2128887.500000 Penalty: 11218.542969
	Iteration 35Q: 3 clusters Score -2128888 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -2128927.750000 Penalty: 11218.542969
	Iteration 36Q: 3 clusters Score -2128928 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -2128958.250000 Penalty: 11218.542969
	Iteration 37Q: 3 clusters Score -2128958 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -2128988.500000 Penalty: 11218.542969
	Iteration 38Q: 3 clusters Score -2128988 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -2129018.500000 Penalty: 11218.542969
	Iteration 39Q: 3 clusters Score -2129018 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -2129050.250000 Penalty: 11218.542969
	Iteration 40F: 3 clusters Score -2129050 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -2129078.750000 Penalty: 11218.542969
	Iteration 41Q: 3 clusters Score -2129079 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -2129111.000000 Penalty: 11218.542969
	Iteration 42Q: 3 clusters Score -2129111 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -2129158.000000 Penalty: 11218.542969
	Iteration 43Q: 3 clusters Score -2129158 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -2129189.750000 Penalty: 11218.542969
	Iteration 44Q: 3 clusters Score -2129190 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -2129214.750000 Penalty: 11218.542969
	Iteration 45Q: 3 clusters Score -2129215 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -2129251.000000 Penalty: 11218.542969
	Iteration 46Q: 3 clusters Score -2129251 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -2129269.250000 Penalty: 11218.542969
	Iteration 47Q: 3 clusters Score -2129269 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -2129306.250000 Penalty: 11218.542969
	Iteration 48Q: 3 clusters Score -2129306 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -2129344.250000 Penalty: 11218.542969
	Iteration 49Q: 3 clusters Score -2129344 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -2129372.750000 Penalty: 11218.542969
	Iteration 50Q: 3 clusters Score -2129373 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -2129399.750000 Penalty: 11218.542969
	Iteration 51Q: 3 clusters Score -2129400 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -2129434.250000 Penalty: 11218.542969
	Iteration 52Q: 3 clusters Score -2129434 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -2129475.250000 Penalty: 11218.542969
	Iteration 53Q: 3 clusters Score -2129475 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -2129506.000000 Penalty: 11218.542969
	Iteration 54Q: 3 clusters Score -2129506 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -2129539.500000 Penalty: 11218.542969
	Iteration 55Q: 3 clusters Score -2129540 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -2129565.500000 Penalty: 11218.542969
	Iteration 56Q: 3 clusters Score -2129566 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -2129587.250000 Penalty: 11218.542969
	Iteration 57Q: 3 clusters Score -2129587 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -2129605.750000 Penalty: 11218.542969
	Iteration 58Q: 3 clusters Score -2129606 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -2129623.250000 Penalty: 11218.542969
	Iteration 59Q: 3 clusters Score -2129623 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -2129642.500000 Penalty: 11218.542969
	Iteration 60F: 3 clusters Score -2129642 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -2129660.000000 Penalty: 11218.542969
	Iteration 61Q: 3 clusters Score -2129660 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -2129671.750000 Penalty: 11218.542969
	Iteration 62Q: 3 clusters Score -2129672 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -2129678.250000 Penalty: 11218.542969
	Iteration 63Q: 3 clusters Score -2129678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -2129689.750000 Penalty: 11218.542969
	Iteration 64Q: 3 clusters Score -2129690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -2129700.500000 Penalty: 11218.542969
	Iteration 65Q: 3 clusters Score -2129700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -2129708.750000 Penalty: 11218.542969
	Iteration 66Q: 3 clusters Score -2129709 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -2129719.000000 Penalty: 11218.542969
	Iteration 67Q: 3 clusters Score -2129719 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -2129726.750000 Penalty: 11218.542969
	Iteration 68Q: 3 clusters Score -2129727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -2129730.500000 Penalty: 11218.542969
	Iteration 69Q: 3 clusters Score -2129730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -2129735.000000 Penalty: 11218.542969
	Iteration 70Q: 3 clusters Score -2129735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -2129742.250000 Penalty: 11218.542969
	Iteration 71Q: 3 clusters Score -2129742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -2129742.750000 Penalty: 11218.542969
	Iteration 72Q: 3 clusters Score -2129743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -2129747.750000 Penalty: 11218.542969
	Iteration 73Q: 3 clusters Score -2129748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -2129750.250000 Penalty: 11218.542969
	Iteration 74Q: 3 clusters Score -2129750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -2129753.750000 Penalty: 11218.542969
	Iteration 75Q: 3 clusters Score -2129754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -2129754.250000 Penalty: 11218.542969
	Iteration 76Q: 3 clusters Score -2129754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -2129753.500000 Penalty: 11218.542969
	Iteration 77Q: 3 clusters Score -2129754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -2129757.000000 Penalty: 11218.542969
	Iteration 78Q: 3 clusters Score -2129757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -2129761.500000 Penalty: 11218.542969
	Iteration 79Q: 3 clusters Score -2129762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -2129759.750000 Penalty: 11218.542969
	Iteration 80F: 3 clusters Score -2129760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -2129762.000000 Penalty: 11218.542969
	Iteration 81Q: 3 clusters Score -2129762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -2129764.750000 Penalty: 11218.542969
	Iteration 82Q: 3 clusters Score -2129765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -2129767.500000 Penalty: 11218.542969
	Iteration 83Q: 3 clusters Score -2129768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -2129772.750000 Penalty: 11218.542969
	Iteration 84Q: 3 clusters Score -2129773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -2129774.250000 Penalty: 11218.542969
	Iteration 85Q: 3 clusters Score -2129774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -2129781.500000 Penalty: 11218.542969
	Iteration 86Q: 3 clusters Score -2129782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -2129787.000000 Penalty: 11218.542969
	Iteration 87Q: 3 clusters Score -2129787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -2129793.000000 Penalty: 11218.542969
	Iteration 88Q: 3 clusters Score -2129793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -2129795.500000 Penalty: 11218.542969
	Iteration 89Q: 3 clusters Score -2129796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -2129798.500000 Penalty: 11218.542969
	Iteration 90Q: 3 clusters Score -2129798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -2129797.000000 Penalty: 11218.542969
	Iteration 91Q: 3 clusters Score -2129797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -2129798.500000 Penalty: 11218.542969
	Iteration 92Q: 3 clusters Score -2129798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -2129799.750000 Penalty: 11218.542969
	Iteration 93Q: 3 clusters Score -2129800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -2129807.750000 Penalty: 11218.542969
	Iteration 94Q: 3 clusters Score -2129808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -2129809.750000 Penalty: 11218.542969
	Iteration 95Q: 3 clusters Score -2129810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -2129809.750000 Penalty: 11218.542969
	Iteration 96F: 3 clusters Score -2129810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (32612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32612 members 
Entering Unmasked Estep 
Score: -6956876.500000 Penalty: 6365.367188
	Iteration 0F: 2 clusters Score -6956876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -6932414.500000 Penalty: 12730.734375
	Iteration 0F: 3 clusters Score -6932414 nChanged 13980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -6940190.500000 Penalty: 12730.734375
	Iteration 1F: 3 clusters Score -6940190 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -6941475.000000 Penalty: 12730.734375
	Iteration 2F: 3 clusters Score -6941475 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -6942862.500000 Penalty: 12730.734375
	Iteration 3F: 3 clusters Score -6942862 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -6944443.500000 Penalty: 12730.734375
	Iteration 4F: 3 clusters Score -6944444 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -6946118.000000 Penalty: 12730.734375
	Iteration 5F: 3 clusters Score -6946118 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -6947737.500000 Penalty: 12730.734375
	Iteration 6F: 3 clusters Score -6947738 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -6949011.500000 Penalty: 12730.734375
	Iteration 7F: 3 clusters Score -6949012 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -6950038.000000 Penalty: 12730.734375
	Iteration 8F: 3 clusters Score -6950038 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -6950664.000000 Penalty: 12730.734375
	Iteration 9Q: 3 clusters Score -6950664 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -6951091.500000 Penalty: 12730.734375
	Iteration 10Q: 3 clusters Score -6951092 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -6951336.000000 Penalty: 12730.734375
	Iteration 11Q: 3 clusters Score -6951336 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -6951433.500000 Penalty: 12730.734375
	Iteration 12Q: 3 clusters Score -6951434 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -6951539.000000 Penalty: 12730.734375
	Iteration 13Q: 3 clusters Score -6951539 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -6951605.000000 Penalty: 12730.734375
	Iteration 14Q: 3 clusters Score -6951605 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -6951689.000000 Penalty: 12730.734375
	Iteration 15Q: 3 clusters Score -6951689 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -6951711.000000 Penalty: 12730.734375
	Iteration 16Q: 3 clusters Score -6951711 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -6951767.500000 Penalty: 12730.734375
	Iteration 17Q: 3 clusters Score -6951768 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -6951841.500000 Penalty: 12730.734375
	Iteration 18Q: 3 clusters Score -6951842 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -6951859.500000 Penalty: 12730.734375
	Iteration 19Q: 3 clusters Score -6951860 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -6951937.500000 Penalty: 12730.734375
	Iteration 20F: 3 clusters Score -6951938 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -6951970.000000 Penalty: 12730.734375
	Iteration 21Q: 3 clusters Score -6951970 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -6952030.000000 Penalty: 12730.734375
	Iteration 22Q: 3 clusters Score -6952030 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -6952119.500000 Penalty: 12730.734375
	Iteration 23Q: 3 clusters Score -6952120 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -6952194.500000 Penalty: 12730.734375
	Iteration 24Q: 3 clusters Score -6952194 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -6952266.500000 Penalty: 12730.734375
	Iteration 25Q: 3 clusters Score -6952266 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -6952387.500000 Penalty: 12730.734375
	Iteration 26Q: 3 clusters Score -6952388 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -6952491.000000 Penalty: 12730.734375
	Iteration 27Q: 3 clusters Score -6952491 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -6952624.500000 Penalty: 12730.734375
	Iteration 28Q: 3 clusters Score -6952624 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -6952769.500000 Penalty: 12730.734375
	Iteration 29Q: 3 clusters Score -6952770 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -6952925.000000 Penalty: 12730.734375
	Iteration 30Q: 3 clusters Score -6952925 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -6953043.000000 Penalty: 12730.734375
	Iteration 31Q: 3 clusters Score -6953043 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -6953147.500000 Penalty: 12730.734375
	Iteration 32Q: 3 clusters Score -6953148 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -6953284.000000 Penalty: 12730.734375
	Iteration 33Q: 3 clusters Score -6953284 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -6953422.000000 Penalty: 12730.734375
	Iteration 34Q: 3 clusters Score -6953422 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -6953526.500000 Penalty: 12730.734375
	Iteration 35Q: 3 clusters Score -6953526 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -6953609.000000 Penalty: 12730.734375
	Iteration 36Q: 3 clusters Score -6953609 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -6953688.000000 Penalty: 12730.734375
	Iteration 37Q: 3 clusters Score -6953688 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -6953758.500000 Penalty: 12730.734375
	Iteration 38Q: 3 clusters Score -6953758 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -6953819.500000 Penalty: 12730.734375
	Iteration 39Q: 3 clusters Score -6953820 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -6953873.000000 Penalty: 12730.734375
	Iteration 40F: 3 clusters Score -6953873 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -6953916.000000 Penalty: 12730.734375
	Iteration 41Q: 3 clusters Score -6953916 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -6953948.500000 Penalty: 12730.734375
	Iteration 42Q: 3 clusters Score -6953948 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -6953964.500000 Penalty: 12730.734375
	Iteration 43Q: 3 clusters Score -6953964 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -6953979.000000 Penalty: 12730.734375
	Iteration 44Q: 3 clusters Score -6953979 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -6954032.000000 Penalty: 12730.734375
	Iteration 45Q: 3 clusters Score -6954032 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -6954055.500000 Penalty: 12730.734375
	Iteration 46Q: 3 clusters Score -6954056 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -6954087.000000 Penalty: 12730.734375
	Iteration 47Q: 3 clusters Score -6954087 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -6954095.000000 Penalty: 12730.734375
	Iteration 48Q: 3 clusters Score -6954095 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -6954119.500000 Penalty: 12730.734375
	Iteration 49Q: 3 clusters Score -6954120 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -6954145.500000 Penalty: 12730.734375
	Iteration 50Q: 3 clusters Score -6954146 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -6954158.000000 Penalty: 12730.734375
	Iteration 51Q: 3 clusters Score -6954158 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -6954162.500000 Penalty: 12730.734375
	Iteration 52Q: 3 clusters Score -6954162 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -6954180.500000 Penalty: 12730.734375
	Iteration 53Q: 3 clusters Score -6954180 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -6954223.000000 Penalty: 12730.734375
	Iteration 54Q: 3 clusters Score -6954223 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -6954238.000000 Penalty: 12730.734375
	Iteration 55Q: 3 clusters Score -6954238 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -6954239.500000 Penalty: 12730.734375
	Iteration 56Q: 3 clusters Score -6954240 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -6954249.500000 Penalty: 12730.734375
	Iteration 57Q: 3 clusters Score -6954250 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -6954271.500000 Penalty: 12730.734375
	Iteration 58Q: 3 clusters Score -6954272 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -6954269.000000 Penalty: 12730.734375
	Iteration 59Q: 3 clusters Score -6954269 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -6954291.000000 Penalty: 12730.734375
	Iteration 60F: 3 clusters Score -6954291 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -6954322.500000 Penalty: 12730.734375
	Iteration 61Q: 3 clusters Score -6954322 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -6954323.000000 Penalty: 12730.734375
	Iteration 62Q: 3 clusters Score -6954323 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -6954344.500000 Penalty: 12730.734375
	Iteration 63Q: 3 clusters Score -6954344 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -6954345.000000 Penalty: 12730.734375
	Iteration 64Q: 3 clusters Score -6954345 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -6954342.500000 Penalty: 12730.734375
	Iteration 65Q: 3 clusters Score -6954342 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -6954364.000000 Penalty: 12730.734375
	Iteration 66Q: 3 clusters Score -6954364 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -6954347.000000 Penalty: 12730.734375
	Iteration 67Q: 3 clusters Score -6954347 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -6954366.000000 Penalty: 12730.734375
	Iteration 68Q: 3 clusters Score -6954366 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -6954378.500000 Penalty: 12730.734375
	Iteration 69Q: 3 clusters Score -6954378 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -6954382.000000 Penalty: 12730.734375
	Iteration 70Q: 3 clusters Score -6954382 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -6954403.500000 Penalty: 12730.734375
	Iteration 71Q: 3 clusters Score -6954404 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -6954387.500000 Penalty: 12730.734375
	Iteration 72Q: 3 clusters Score -6954388 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -6954390.000000 Penalty: 12730.734375
	Iteration 73Q: 3 clusters Score -6954390 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -6954408.000000 Penalty: 12730.734375
	Iteration 74Q: 3 clusters Score -6954408 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -6954417.000000 Penalty: 12730.734375
	Iteration 75Q: 3 clusters Score -6954417 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -6954441.500000 Penalty: 12730.734375
	Iteration 76Q: 3 clusters Score -6954442 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -6954452.000000 Penalty: 12730.734375
	Iteration 77Q: 3 clusters Score -6954452 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -6954469.500000 Penalty: 12730.734375
	Iteration 78Q: 3 clusters Score -6954470 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -6954482.500000 Penalty: 12730.734375
	Iteration 79Q: 3 clusters Score -6954482 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -6954476.000000 Penalty: 12730.734375
	Iteration 80F: 3 clusters Score -6954476 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -6954471.000000 Penalty: 12730.734375
	Iteration 81Q: 3 clusters Score -6954471 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -6954475.500000 Penalty: 12730.734375
	Iteration 82Q: 3 clusters Score -6954476 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -6954472.500000 Penalty: 12730.734375
	Iteration 83Q: 3 clusters Score -6954472 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -6954479.000000 Penalty: 12730.734375
	Iteration 84Q: 3 clusters Score -6954479 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -6954482.500000 Penalty: 12730.734375
	Iteration 85Q: 3 clusters Score -6954482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -6954492.500000 Penalty: 12730.734375
	Iteration 86Q: 3 clusters Score -6954492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -6954493.500000 Penalty: 12730.734375
	Iteration 87Q: 3 clusters Score -6954494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -6954487.500000 Penalty: 12730.734375
	Iteration 88Q: 3 clusters Score -6954488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -6954487.500000 Penalty: 12730.734375
	Iteration 89Q: 3 clusters Score -6954488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -6954485.000000 Penalty: 12730.734375
	Iteration 90Q: 3 clusters Score -6954485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -6954491.000000 Penalty: 12730.734375
	Iteration 91Q: 3 clusters Score -6954491 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -6954490.500000 Penalty: 12730.734375
	Iteration 92Q: 3 clusters Score -6954490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -6954484.000000 Penalty: 12730.734375
	Iteration 93Q: 3 clusters Score -6954484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -6954486.500000 Penalty: 12730.734375
	Iteration 94Q: 3 clusters Score -6954486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -6954494.000000 Penalty: 12730.734375
	Iteration 95Q: 3 clusters Score -6954494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -6954485.500000 Penalty: 12730.734375
	Iteration 96Q: 3 clusters Score -6954486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -6954483.500000 Penalty: 12730.734375
	Iteration 97Q: 3 clusters Score -6954484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -6954481.000000 Penalty: 12730.734375
	Iteration 98Q: 3 clusters Score -6954481 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -6954475.000000 Penalty: 12730.734375
	Iteration 99Q: 3 clusters Score -6954475 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -6954471.500000 Penalty: 12730.734375
	Iteration 100F: 3 clusters Score -6954472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -6954479.000000 Penalty: 12730.734375
	Iteration 101Q: 3 clusters Score -6954479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -6954477.000000 Penalty: 12730.734375
	Iteration 102Q: 3 clusters Score -6954477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -6954477.500000 Penalty: 12730.734375
	Iteration 103Q: 3 clusters Score -6954478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -6954484.500000 Penalty: 12730.734375
	Iteration 104Q: 3 clusters Score -6954484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -6954492.500000 Penalty: 12730.734375
	Iteration 105Q: 3 clusters Score -6954492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -6954485.500000 Penalty: 12730.734375
	Iteration 106Q: 3 clusters Score -6954486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -6954489.500000 Penalty: 12730.734375
	Iteration 107Q: 3 clusters Score -6954490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -6954484.500000 Penalty: 12730.734375
	Iteration 108Q: 3 clusters Score -6954484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -6954492.000000 Penalty: 12730.734375
	Iteration 109Q: 3 clusters Score -6954492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -6954489.500000 Penalty: 12730.734375
	Iteration 110Q: 3 clusters Score -6954490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -6954490.500000 Penalty: 12730.734375
	Iteration 111Q: 3 clusters Score -6954490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -6954491.000000 Penalty: 12730.734375
	Iteration 112Q: 3 clusters Score -6954491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -6954485.500000 Penalty: 12730.734375
	Iteration 113Q: 3 clusters Score -6954486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -6954485.500000 Penalty: 12730.734375
	Iteration 114F: 3 clusters Score -6954486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (70961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70961 members 
Entering Unmasked Estep 
Score: -15864521.000000 Penalty: 6841.555176
	Iteration 0F: 2 clusters Score -1.586452e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35484 members 
Mstep: Class 2 contains 35477 members 
Entering Unmasked Estep 
Score: -15815191.000000 Penalty: 13683.110352
	Iteration 0F: 3 clusters Score -1.581519e+07 nChanged 31782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35456 members 
Mstep: Class 2 contains 35505 members 
Entering Unmasked Estep 
Score: -15832394.000000 Penalty: 13683.110352
	Iteration 1F: 3 clusters Score -1.583239e+07 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35463 members 
Mstep: Class 2 contains 35498 members 
Entering Unmasked Estep 
Score: -15833478.000000 Penalty: 13683.110352
	Iteration 2Q: 3 clusters Score -1.583348e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35437 members 
Mstep: Class 2 contains 35524 members 
Entering Unmasked Estep 
Score: -15834467.000000 Penalty: 13683.110352
	Iteration 3Q: 3 clusters Score -1.583447e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35295 members 
Mstep: Class 2 contains 35666 members 
Entering Unmasked Estep 
Score: -15835332.000000 Penalty: 13683.110352
	Iteration 4Q: 3 clusters Score -1.583533e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35023 members 
Mstep: Class 2 contains 35938 members 
Entering Unmasked Estep 
Score: -15836278.000000 Penalty: 13683.110352
	Iteration 5Q: 3 clusters Score -1.583628e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Mstep: Class 2 contains 36498 members 
Entering Unmasked Estep 
Score: -15837206.000000 Penalty: 13683.110352
	Iteration 6Q: 3 clusters Score -1.583721e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Mstep: Class 2 contains 37315 members 
Entering Unmasked Estep 
Score: -15838452.000000 Penalty: 13683.110352
	Iteration 7Q: 3 clusters Score -1.583845e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32575 members 
Mstep: Class 2 contains 38386 members 
Entering Unmasked Estep 
Score: -15839649.000000 Penalty: 13683.110352
	Iteration 8Q: 3 clusters Score -1.583965e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31194 members 
Mstep: Class 2 contains 39767 members 
Entering Unmasked Estep 
Score: -15841058.000000 Penalty: 13683.110352
	Iteration 9Q: 3 clusters Score -1.584106e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29557 members 
Mstep: Class 2 contains 41404 members 
Entering Unmasked Estep 
Score: -15842735.000000 Penalty: 13683.110352
	Iteration 10Q: 3 clusters Score -1.584274e+07 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27685 members 
Mstep: Class 2 contains 43276 members 
Entering Unmasked Estep 
Score: -15844210.000000 Penalty: 13683.110352
	Iteration 11Q: 3 clusters Score -1.584421e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 45294 members 
Entering Unmasked Estep 
Score: -15845533.000000 Penalty: 13683.110352
	Iteration 12Q: 3 clusters Score -1.584553e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23537 members 
Mstep: Class 2 contains 47424 members 
Entering Unmasked Estep 
Score: -15846817.000000 Penalty: 13683.110352
	Iteration 13Q: 3 clusters Score -1.584682e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 49636 members 
Entering Unmasked Estep 
Score: -15848050.000000 Penalty: 13683.110352
	Iteration 14Q: 3 clusters Score -1.584805e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 51863 members 
Entering Unmasked Estep 
Score: -15849011.000000 Penalty: 13683.110352
	Iteration 15Q: 3 clusters Score -1.584901e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 54109 members 
Entering Unmasked Estep 
Score: -15850135.000000 Penalty: 13683.110352
	Iteration 16Q: 3 clusters Score -1.585014e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 56259 members 
Entering Unmasked Estep 
Score: -15851173.000000 Penalty: 13683.110352
	Iteration 17Q: 3 clusters Score -1.585117e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 58375 members 
Entering Unmasked Estep 
Score: -15852177.000000 Penalty: 13683.110352
	Iteration 18Q: 3 clusters Score -1.585218e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 60349 members 
Entering Unmasked Estep 
Score: -15853246.000000 Penalty: 13683.110352
	Iteration 19Q: 3 clusters Score -1.585325e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 62123 members 
Entering Unmasked Estep 
Score: -15854126.000000 Penalty: 13683.110352
	Iteration 20F: 3 clusters Score -1.585413e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 63719 members 
Entering Unmasked Estep 
Score: -15855065.000000 Penalty: 13683.110352
	Iteration 21Q: 3 clusters Score -1.585506e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 65131 members 
Entering Unmasked Estep 
Score: -15855848.000000 Penalty: 13683.110352
	Iteration 22Q: 3 clusters Score -1.585585e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 66272 members 
Entering Unmasked Estep 
Score: -15856586.000000 Penalty: 13683.110352
	Iteration 23Q: 3 clusters Score -1.585659e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 67136 members 
Entering Unmasked Estep 
Score: -15857145.000000 Penalty: 13683.110352
	Iteration 24Q: 3 clusters Score -1.585714e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 67807 members 
Entering Unmasked Estep 
Score: -15857557.000000 Penalty: 13683.110352
	Iteration 25Q: 3 clusters Score -1.585756e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 68280 members 
Entering Unmasked Estep 
Score: -15857884.000000 Penalty: 13683.110352
	Iteration 26Q: 3 clusters Score -1.585788e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 68619 members 
Entering Unmasked Estep 
Score: -15858168.000000 Penalty: 13683.110352
	Iteration 27Q: 3 clusters Score -1.585817e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 68864 members 
Entering Unmasked Estep 
Score: -15858286.000000 Penalty: 13683.110352
	Iteration 28Q: 3 clusters Score -1.585829e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 69039 members 
Entering Unmasked Estep 
Score: -15858400.000000 Penalty: 13683.110352
	Iteration 29Q: 3 clusters Score -1.58584e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 69164 members 
Entering Unmasked Estep 
Score: -15858544.000000 Penalty: 13683.110352
	Iteration 30Q: 3 clusters Score -1.585854e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 69242 members 
Entering Unmasked Estep 
Score: -15858592.000000 Penalty: 13683.110352
	Iteration 31Q: 3 clusters Score -1.585859e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 69313 members 
Entering Unmasked Estep 
Score: -15858653.000000 Penalty: 13683.110352
	Iteration 32Q: 3 clusters Score -1.585865e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 69362 members 
Entering Unmasked Estep 
Score: -15858655.000000 Penalty: 13683.110352
	Iteration 33Q: 3 clusters Score -1.585866e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 69394 members 
Entering Unmasked Estep 
Score: -15858700.000000 Penalty: 13683.110352
	Iteration 34Q: 3 clusters Score -1.58587e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 69414 members 
Entering Unmasked Estep 
Score: -15858700.000000 Penalty: 13683.110352
	Iteration 35Q: 3 clusters Score -1.58587e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 69432 members 
Entering Unmasked Estep 
Score: -15858735.000000 Penalty: 13683.110352
	Iteration 36Q: 3 clusters Score -1.585874e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 69451 members 
Entering Unmasked Estep 
Score: -15858756.000000 Penalty: 13683.110352
	Iteration 37Q: 3 clusters Score -1.585876e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 69469 members 
Entering Unmasked Estep 
Score: -15858735.000000 Penalty: 13683.110352
	Iteration 38Q: 3 clusters Score -1.585874e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 69482 members 
Entering Unmasked Estep 
Score: -15858772.000000 Penalty: 13683.110352
	Iteration 39Q: 3 clusters Score -1.585877e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 69492 members 
Entering Unmasked Estep 
Score: -15858782.000000 Penalty: 13683.110352
	Iteration 40F: 3 clusters Score -1.585878e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 69500 members 
Entering Unmasked Estep 
Score: -15858768.000000 Penalty: 13683.110352
	Iteration 41Q: 3 clusters Score -1.585877e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 69506 members 
Entering Unmasked Estep 
Score: -15858764.000000 Penalty: 13683.110352
	Iteration 42Q: 3 clusters Score -1.585876e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 69507 members 
Entering Unmasked Estep 
Score: -15858755.000000 Penalty: 13683.110352
	Iteration 43Q: 3 clusters Score -1.585876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 69510 members 
Entering Unmasked Estep 
Score: -15858754.000000 Penalty: 13683.110352
	Iteration 44Q: 3 clusters Score -1.585875e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 69515 members 
Entering Unmasked Estep 
Score: -15858759.000000 Penalty: 13683.110352
	Iteration 45Q: 3 clusters Score -1.585876e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 69520 members 
Entering Unmasked Estep 
Score: -15858758.000000 Penalty: 13683.110352
	Iteration 46Q: 3 clusters Score -1.585876e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 69524 members 
Entering Unmasked Estep 
Score: -15858764.000000 Penalty: 13683.110352
	Iteration 47Q: 3 clusters Score -1.585876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 69525 members 
Entering Unmasked Estep 
Score: -15858772.000000 Penalty: 13683.110352
	Iteration 48Q: 3 clusters Score -1.585877e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 69530 members 
Entering Unmasked Estep 
Score: -15858772.000000 Penalty: 13683.110352
	Iteration 49Q: 3 clusters Score -1.585877e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 69531 members 
Entering Unmasked Estep 
Score: -15858768.000000 Penalty: 13683.110352
	Iteration 50Q: 3 clusters Score -1.585877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 69533 members 
Entering Unmasked Estep 
Score: -15858767.000000 Penalty: 13683.110352
	Iteration 51Q: 3 clusters Score -1.585877e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 69534 members 
Entering Unmasked Estep 
Score: -15858767.000000 Penalty: 13683.110352
	Iteration 52Q: 3 clusters Score -1.585877e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 69535 members 
Entering Unmasked Estep 
Score: -15858771.000000 Penalty: 13683.110352
	Iteration 53Q: 3 clusters Score -1.585877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 69537 members 
Entering Unmasked Estep 
Score: -15858778.000000 Penalty: 13683.110352
	Iteration 54Q: 3 clusters Score -1.585878e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 69537 members 
Entering Unmasked Estep 
Score: -15858778.000000 Penalty: 13683.110352
	Iteration 55F: 3 clusters Score -1.585878e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Entering Unmasked Estep 
Score: -2128093.000000 Penalty: 5634.310547
	Iteration 0F: 2 clusters Score -2128093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -2117913.500000 Penalty: 11268.621094
	Iteration 0F: 3 clusters Score -2117914 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -2120036.000000 Penalty: 11268.621094
	Iteration 1F: 3 clusters Score -2120036 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -2120512.000000 Penalty: 11268.621094
	Iteration 2F: 3 clusters Score -2120512 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -2120752.000000 Penalty: 11268.621094
	Iteration 3Q: 3 clusters Score -2120752 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -2120902.250000 Penalty: 11268.621094
	Iteration 4Q: 3 clusters Score -2120902 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -2121014.250000 Penalty: 11268.621094
	Iteration 5Q: 3 clusters Score -2121014 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -2121113.750000 Penalty: 11268.621094
	Iteration 6Q: 3 clusters Score -2121114 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -2121205.000000 Penalty: 11268.621094
	Iteration 7Q: 3 clusters Score -2121205 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -2121279.750000 Penalty: 11268.621094
	Iteration 8Q: 3 clusters Score -2121280 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -2121346.250000 Penalty: 11268.621094
	Iteration 9Q: 3 clusters Score -2121346 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -2121393.500000 Penalty: 11268.621094
	Iteration 10Q: 3 clusters Score -2121394 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -2121422.250000 Penalty: 11268.621094
	Iteration 11Q: 3 clusters Score -2121422 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -2121470.500000 Penalty: 11268.621094
	Iteration 12Q: 3 clusters Score -2121470 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -2121520.750000 Penalty: 11268.621094
	Iteration 13Q: 3 clusters Score -2121521 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -2121571.000000 Penalty: 11268.621094
	Iteration 14Q: 3 clusters Score -2121571 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -2121618.000000 Penalty: 11268.621094
	Iteration 15Q: 3 clusters Score -2121618 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -2121679.250000 Penalty: 11268.621094
	Iteration 16Q: 3 clusters Score -2121679 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -2121732.000000 Penalty: 11268.621094
	Iteration 17Q: 3 clusters Score -2121732 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -2121783.750000 Penalty: 11268.621094
	Iteration 18Q: 3 clusters Score -2121784 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -2121834.500000 Penalty: 11268.621094
	Iteration 19Q: 3 clusters Score -2121834 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -2121878.250000 Penalty: 11268.621094
	Iteration 20F: 3 clusters Score -2121878 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -2121918.250000 Penalty: 11268.621094
	Iteration 21Q: 3 clusters Score -2121918 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -2121954.500000 Penalty: 11268.621094
	Iteration 22Q: 3 clusters Score -2121954 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -2122000.250000 Penalty: 11268.621094
	Iteration 23Q: 3 clusters Score -2122000 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -2122057.250000 Penalty: 11268.621094
	Iteration 24Q: 3 clusters Score -2122057 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -2122114.250000 Penalty: 11268.621094
	Iteration 25Q: 3 clusters Score -2122114 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -2122173.500000 Penalty: 11268.621094
	Iteration 26Q: 3 clusters Score -2122174 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -2122229.250000 Penalty: 11268.621094
	Iteration 27Q: 3 clusters Score -2122229 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -2122292.500000 Penalty: 11268.621094
	Iteration 28Q: 3 clusters Score -2122292 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -2122351.500000 Penalty: 11268.621094
	Iteration 29Q: 3 clusters Score -2122352 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -2122428.000000 Penalty: 11268.621094
	Iteration 30Q: 3 clusters Score -2122428 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -2122500.000000 Penalty: 11268.621094
	Iteration 31Q: 3 clusters Score -2122500 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -2122573.500000 Penalty: 11268.621094
	Iteration 32Q: 3 clusters Score -2122574 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -2122651.500000 Penalty: 11268.621094
	Iteration 33Q: 3 clusters Score -2122652 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -2122731.750000 Penalty: 11268.621094
	Iteration 34Q: 3 clusters Score -2122732 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -2122819.250000 Penalty: 11268.621094
	Iteration 35Q: 3 clusters Score -2122819 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -2122934.750000 Penalty: 11268.621094
	Iteration 36Q: 3 clusters Score -2122935 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -2123049.250000 Penalty: 11268.621094
	Iteration 37Q: 3 clusters Score -2123049 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -2123172.250000 Penalty: 11268.621094
	Iteration 38Q: 3 clusters Score -2123172 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -2123286.000000 Penalty: 11268.621094
	Iteration 39Q: 3 clusters Score -2123286 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -2123391.500000 Penalty: 11268.621094
	Iteration 40F: 3 clusters Score -2123392 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -2123499.500000 Penalty: 11268.621094
	Iteration 41Q: 3 clusters Score -2123500 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -2123582.500000 Penalty: 11268.621094
	Iteration 42Q: 3 clusters Score -2123582 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -2123642.250000 Penalty: 11268.621094
	Iteration 43Q: 3 clusters Score -2123642 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -2123705.000000 Penalty: 11268.621094
	Iteration 44Q: 3 clusters Score -2123705 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -2123763.750000 Penalty: 11268.621094
	Iteration 45Q: 3 clusters Score -2123764 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -2123818.000000 Penalty: 11268.621094
	Iteration 46Q: 3 clusters Score -2123818 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -2123864.250000 Penalty: 11268.621094
	Iteration 47Q: 3 clusters Score -2123864 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -2123906.500000 Penalty: 11268.621094
	Iteration 48Q: 3 clusters Score -2123906 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -2123935.000000 Penalty: 11268.621094
	Iteration 49Q: 3 clusters Score -2123935 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -2123965.250000 Penalty: 11268.621094
	Iteration 50Q: 3 clusters Score -2123965 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -2124003.250000 Penalty: 11268.621094
	Iteration 51Q: 3 clusters Score -2124003 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -2124027.000000 Penalty: 11268.621094
	Iteration 52Q: 3 clusters Score -2124027 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -2124042.750000 Penalty: 11268.621094
	Iteration 53Q: 3 clusters Score -2124043 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -2124068.250000 Penalty: 11268.621094
	Iteration 54Q: 3 clusters Score -2124068 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -2124075.750000 Penalty: 11268.621094
	Iteration 55Q: 3 clusters Score -2124076 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -2124084.000000 Penalty: 11268.621094
	Iteration 56Q: 3 clusters Score -2124084 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -2124089.000000 Penalty: 11268.621094
	Iteration 57Q: 3 clusters Score -2124089 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -2124096.000000 Penalty: 11268.621094
	Iteration 58Q: 3 clusters Score -2124096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -2124102.250000 Penalty: 11268.621094
	Iteration 59Q: 3 clusters Score -2124102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -2124107.000000 Penalty: 11268.621094
	Iteration 60F: 3 clusters Score -2124107 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -2124113.000000 Penalty: 11268.621094
	Iteration 61Q: 3 clusters Score -2124113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -2124113.250000 Penalty: 11268.621094
	Iteration 62Q: 3 clusters Score -2124113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -2124113.000000 Penalty: 11268.621094
	Iteration 63Q: 3 clusters Score -2124113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -2124116.500000 Penalty: 11268.621094
	Iteration 64Q: 3 clusters Score -2124116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -2124120.500000 Penalty: 11268.621094
	Iteration 65Q: 3 clusters Score -2124120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -2124123.500000 Penalty: 11268.621094
	Iteration 66Q: 3 clusters Score -2124124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -2124123.750000 Penalty: 11268.621094
	Iteration 67Q: 3 clusters Score -2124124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -2124123.750000 Penalty: 11268.621094
	Iteration 68F: 3 clusters Score -2124124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Entering Unmasked Estep 
Score: -161998.875000 Penalty: 4137.195312
	Iteration 0F: 2 clusters Score -161998.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -158276.921875 Penalty: 8274.390625
	Iteration 0F: 3 clusters Score -158276.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -158895.765625 Penalty: 8274.390625
	Iteration 1F: 3 clusters Score -158895.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -159318.046875 Penalty: 8274.390625
	Iteration 2F: 3 clusters Score -159318 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -159567.109375 Penalty: 8274.390625
	Iteration 3F: 3 clusters Score -159567.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -159870.765625 Penalty: 8274.390625
	Iteration 4Q: 3 clusters Score -159870.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -160057.421875 Penalty: 8274.390625
	Iteration 5Q: 3 clusters Score -160057.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -160162.859375 Penalty: 8274.390625
	Iteration 6Q: 3 clusters Score -160162.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -160260.687500 Penalty: 8274.390625
	Iteration 7Q: 3 clusters Score -160260.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -160291.750000 Penalty: 8274.390625
	Iteration 8Q: 3 clusters Score -160291.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -160339.562500 Penalty: 8274.390625
	Iteration 9Q: 3 clusters Score -160339.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -160395.687500 Penalty: 8274.390625
	Iteration 10Q: 3 clusters Score -160395.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -160411.875000 Penalty: 8274.390625
	Iteration 11Q: 3 clusters Score -160411.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -160428.578125 Penalty: 8274.390625
	Iteration 12Q: 3 clusters Score -160428.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -160442.343750 Penalty: 8274.390625
	Iteration 13Q: 3 clusters Score -160442.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -160454.750000 Penalty: 8274.390625
	Iteration 14Q: 3 clusters Score -160454.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -160470.125000 Penalty: 8274.390625
	Iteration 15Q: 3 clusters Score -160470.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -160487.046875 Penalty: 8274.390625
	Iteration 16Q: 3 clusters Score -160487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -160497.609375 Penalty: 8274.390625
	Iteration 17Q: 3 clusters Score -160497.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -160514.531250 Penalty: 8274.390625
	Iteration 18Q: 3 clusters Score -160514.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -160521.312500 Penalty: 8274.390625
	Iteration 19Q: 3 clusters Score -160521.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -160525.656250 Penalty: 8274.390625
	Iteration 20F: 3 clusters Score -160525.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -160591.093750 Penalty: 8274.390625
	Iteration 21Q: 3 clusters Score -160591.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -160613.750000 Penalty: 8274.390625
	Iteration 22Q: 3 clusters Score -160613.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -160646.984375 Penalty: 8274.390625
	Iteration 23Q: 3 clusters Score -160647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -160658.250000 Penalty: 8274.390625
	Iteration 24Q: 3 clusters Score -160658.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -160658.250000 Penalty: 8274.390625
	Iteration 25F: 3 clusters Score -160658.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (141260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141260 members 
Entering Unmasked Estep 
Score: -31311248.000000 Penalty: 7263.244141
	Iteration 0F: 2 clusters Score -3.131125e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70534 members 
Mstep: Class 2 contains 70726 members 
Entering Unmasked Estep 
Score: -31215818.000000 Penalty: 14526.488281
	Iteration 0F: 3 clusters Score -3.121582e+07 nChanged 65554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68744 members 
Mstep: Class 2 contains 72516 members 
Entering Unmasked Estep 
Score: -31252230.000000 Penalty: 14526.488281
	Iteration 1F: 3 clusters Score -3.125223e+07 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67557 members 
Mstep: Class 2 contains 73703 members 
Entering Unmasked Estep 
Score: -31253590.000000 Penalty: 14526.488281
	Iteration 2Q: 3 clusters Score -3.125359e+07 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65861 members 
Mstep: Class 2 contains 75399 members 
Entering Unmasked Estep 
Score: -31254744.000000 Penalty: 14526.488281
	Iteration 3Q: 3 clusters Score -3.125474e+07 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63404 members 
Mstep: Class 2 contains 77856 members 
Entering Unmasked Estep 
Score: -31256250.000000 Penalty: 14526.488281
	Iteration 4Q: 3 clusters Score -3.125625e+07 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59804 members 
Mstep: Class 2 contains 81456 members 
Entering Unmasked Estep 
Score: -31258020.000000 Penalty: 14526.488281
	Iteration 5Q: 3 clusters Score -3.125802e+07 nChanged 6387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54749 members 
Mstep: Class 2 contains 86511 members 
Entering Unmasked Estep 
Score: -31261050.000000 Penalty: 14526.488281
	Iteration 6Q: 3 clusters Score -3.126105e+07 nChanged 7723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47812 members 
Mstep: Class 2 contains 93448 members 
Entering Unmasked Estep 
Score: -31265056.000000 Penalty: 14526.488281
	Iteration 7F: 3 clusters Score -3.126506e+07 nChanged 9217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39037 members 
Mstep: Class 2 contains 102223 members 
Entering Unmasked Estep 
Score: -31271382.000000 Penalty: 14526.488281
	Iteration 8F: 3 clusters Score -3.127138e+07 nChanged 10354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28839 members 
Mstep: Class 2 contains 112421 members 
Entering Unmasked Estep 
Score: -31279960.000000 Penalty: 14526.488281
	Iteration 9F: 3 clusters Score -3.127996e+07 nChanged 10115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 122448 members 
Entering Unmasked Estep 
Score: -31289026.000000 Penalty: 14526.488281
	Iteration 10F: 3 clusters Score -3.128903e+07 nChanged 8093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 130495 members 
Entering Unmasked Estep 
Score: -31296254.000000 Penalty: 14526.488281
	Iteration 11F: 3 clusters Score -3.129625e+07 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 135530 members 
Entering Unmasked Estep 
Score: -31300620.000000 Penalty: 14526.488281
	Iteration 12Q: 3 clusters Score -3.130062e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 138156 members 
Entering Unmasked Estep 
Score: -31302726.000000 Penalty: 14526.488281
	Iteration 13Q: 3 clusters Score -3.130273e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 139349 members 
Entering Unmasked Estep 
Score: -31303732.000000 Penalty: 14526.488281
	Iteration 14Q: 3 clusters Score -3.130373e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 139855 members 
Entering Unmasked Estep 
Score: -31304182.000000 Penalty: 14526.488281
	Iteration 15Q: 3 clusters Score -3.130418e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 140091 members 
Entering Unmasked Estep 
Score: -31304486.000000 Penalty: 14526.488281
	Iteration 16Q: 3 clusters Score -3.130449e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 140223 members 
Entering Unmasked Estep 
Score: -31304656.000000 Penalty: 14526.488281
	Iteration 17Q: 3 clusters Score -3.130466e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 140290 members 
Entering Unmasked Estep 
Score: -31304756.000000 Penalty: 14526.488281
	Iteration 18Q: 3 clusters Score -3.130476e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 140328 members 
Entering Unmasked Estep 
Score: -31304764.000000 Penalty: 14526.488281
	Iteration 19Q: 3 clusters Score -3.130476e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 140364 members 
Entering Unmasked Estep 
Score: -31304838.000000 Penalty: 14526.488281
	Iteration 20F: 3 clusters Score -3.130484e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 140385 members 
Entering Unmasked Estep 
Score: -31304870.000000 Penalty: 14526.488281
	Iteration 21Q: 3 clusters Score -3.130487e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 140395 members 
Entering Unmasked Estep 
Score: -31304862.000000 Penalty: 14526.488281
	Iteration 22Q: 3 clusters Score -3.130486e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 140403 members 
Entering Unmasked Estep 
Score: -31304898.000000 Penalty: 14526.488281
	Iteration 23Q: 3 clusters Score -3.13049e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 140410 members 
Entering Unmasked Estep 
Score: -31304914.000000 Penalty: 14526.488281
	Iteration 24Q: 3 clusters Score -3.130491e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 140411 members 
Entering Unmasked Estep 
Score: -31304916.000000 Penalty: 14526.488281
	Iteration 25Q: 3 clusters Score -3.130492e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 140415 members 
Entering Unmasked Estep 
Score: -31304910.000000 Penalty: 14526.488281
	Iteration 26Q: 3 clusters Score -3.130491e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 140420 members 
Entering Unmasked Estep 
Score: -31304942.000000 Penalty: 14526.488281
	Iteration 27Q: 3 clusters Score -3.130494e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 140428 members 
Entering Unmasked Estep 
Score: -31304938.000000 Penalty: 14526.488281
	Iteration 28Q: 3 clusters Score -3.130494e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 140433 members 
Entering Unmasked Estep 
Score: -31304966.000000 Penalty: 14526.488281
	Iteration 29Q: 3 clusters Score -3.130497e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 140435 members 
Entering Unmasked Estep 
Score: -31304950.000000 Penalty: 14526.488281
	Iteration 30Q: 3 clusters Score -3.130495e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 140437 members 
Entering Unmasked Estep 
Score: -31304960.000000 Penalty: 14526.488281
	Iteration 31Q: 3 clusters Score -3.130496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 140439 members 
Entering Unmasked Estep 
Score: -31304978.000000 Penalty: 14526.488281
	Iteration 32Q: 3 clusters Score -3.130498e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 140443 members 
Entering Unmasked Estep 
Score: -31304974.000000 Penalty: 14526.488281
	Iteration 33Q: 3 clusters Score -3.130497e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 140447 members 
Entering Unmasked Estep 
Score: -31304974.000000 Penalty: 14526.488281
	Iteration 34Q: 3 clusters Score -3.130497e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 140450 members 
Entering Unmasked Estep 
Score: -31304980.000000 Penalty: 14526.488281
	Iteration 35Q: 3 clusters Score -3.130498e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 140451 members 
Entering Unmasked Estep 
Score: -31305004.000000 Penalty: 14526.488281
	Iteration 36Q: 3 clusters Score -3.1305e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 140454 members 
Entering Unmasked Estep 
Score: -31305008.000000 Penalty: 14526.488281
	Iteration 37Q: 3 clusters Score -3.130501e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 140455 members 
Entering Unmasked Estep 
Score: -31304996.000000 Penalty: 14526.488281
	Iteration 38Q: 3 clusters Score -3.1305e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 140456 members 
Entering Unmasked Estep 
Score: -31305004.000000 Penalty: 14526.488281
	Iteration 39Q: 3 clusters Score -3.1305e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 140457 members 
Entering Unmasked Estep 
Score: -31304998.000000 Penalty: 14526.488281
	Iteration 40F: 3 clusters Score -3.1305e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Entering Unmasked Estep 
Score: -1776378.875000 Penalty: 5500.817871
	Iteration 0F: 2 clusters Score -1776379 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1767505.750000 Penalty: 11001.635742
	Iteration 0F: 3 clusters Score -1767506 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1769179.750000 Penalty: 11001.635742
	Iteration 1F: 3 clusters Score -1769180 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1769542.625000 Penalty: 11001.635742
	Iteration 2F: 3 clusters Score -1769543 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1769779.875000 Penalty: 11001.635742
	Iteration 3Q: 3 clusters Score -1769780 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1769926.625000 Penalty: 11001.635742
	Iteration 4Q: 3 clusters Score -1769927 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1770004.375000 Penalty: 11001.635742
	Iteration 5Q: 3 clusters Score -1770004 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1770072.000000 Penalty: 11001.635742
	Iteration 6Q: 3 clusters Score -1770072 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1770116.000000 Penalty: 11001.635742
	Iteration 7Q: 3 clusters Score -1770116 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1770152.250000 Penalty: 11001.635742
	Iteration 8Q: 3 clusters Score -1770152 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1770193.375000 Penalty: 11001.635742
	Iteration 9Q: 3 clusters Score -1770193 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1770219.625000 Penalty: 11001.635742
	Iteration 10Q: 3 clusters Score -1770220 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1770238.000000 Penalty: 11001.635742
	Iteration 11Q: 3 clusters Score -1770238 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1770256.875000 Penalty: 11001.635742
	Iteration 12Q: 3 clusters Score -1770257 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1770266.125000 Penalty: 11001.635742
	Iteration 13Q: 3 clusters Score -1770266 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1770278.875000 Penalty: 11001.635742
	Iteration 14Q: 3 clusters Score -1770279 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1770288.375000 Penalty: 11001.635742
	Iteration 15Q: 3 clusters Score -1770288 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1770299.375000 Penalty: 11001.635742
	Iteration 16Q: 3 clusters Score -1770299 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1770309.500000 Penalty: 11001.635742
	Iteration 17Q: 3 clusters Score -1770310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1770311.750000 Penalty: 11001.635742
	Iteration 18Q: 3 clusters Score -1770312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1770320.500000 Penalty: 11001.635742
	Iteration 19Q: 3 clusters Score -1770320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1770322.125000 Penalty: 11001.635742
	Iteration 20F: 3 clusters Score -1770322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1770322.500000 Penalty: 11001.635742
	Iteration 21Q: 3 clusters Score -1770322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1770324.375000 Penalty: 11001.635742
	Iteration 22Q: 3 clusters Score -1770324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1770328.250000 Penalty: 11001.635742
	Iteration 23Q: 3 clusters Score -1770328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1770329.625000 Penalty: 11001.635742
	Iteration 24Q: 3 clusters Score -1770330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1770336.500000 Penalty: 11001.635742
	Iteration 25Q: 3 clusters Score -1770336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1770343.750000 Penalty: 11001.635742
	Iteration 26Q: 3 clusters Score -1770344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1770352.000000 Penalty: 11001.635742
	Iteration 27Q: 3 clusters Score -1770352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1770354.500000 Penalty: 11001.635742
	Iteration 28Q: 3 clusters Score -1770354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1770354.000000 Penalty: 11001.635742
	Iteration 29Q: 3 clusters Score -1770354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1770362.375000 Penalty: 11001.635742
	Iteration 30Q: 3 clusters Score -1770362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1770361.250000 Penalty: 11001.635742
	Iteration 31Q: 3 clusters Score -1770361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1770363.750000 Penalty: 11001.635742
	Iteration 32Q: 3 clusters Score -1770364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1770368.875000 Penalty: 11001.635742
	Iteration 33Q: 3 clusters Score -1770369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1770370.875000 Penalty: 11001.635742
	Iteration 34Q: 3 clusters Score -1770371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1770375.250000 Penalty: 11001.635742
	Iteration 35Q: 3 clusters Score -1770375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1770376.375000 Penalty: 11001.635742
	Iteration 36Q: 3 clusters Score -1770376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1770381.250000 Penalty: 11001.635742
	Iteration 37Q: 3 clusters Score -1770381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1770385.125000 Penalty: 11001.635742
	Iteration 38Q: 3 clusters Score -1770385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1770390.000000 Penalty: 11001.635742
	Iteration 39Q: 3 clusters Score -1770390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1770390.250000 Penalty: 11001.635742
	Iteration 40F: 3 clusters Score -1770390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1770390.875000 Penalty: 11001.635742
	Iteration 41Q: 3 clusters Score -1770391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1770396.250000 Penalty: 11001.635742
	Iteration 42Q: 3 clusters Score -1770396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1770396.250000 Penalty: 11001.635742
	Iteration 43Q: 3 clusters Score -1770396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1770397.875000 Penalty: 11001.635742
	Iteration 44Q: 3 clusters Score -1770398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1770395.125000 Penalty: 11001.635742
	Iteration 45Q: 3 clusters Score -1770395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1770398.250000 Penalty: 11001.635742
	Iteration 46Q: 3 clusters Score -1770398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1770401.250000 Penalty: 11001.635742
	Iteration 47Q: 3 clusters Score -1770401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1770408.875000 Penalty: 11001.635742
	Iteration 48Q: 3 clusters Score -1770409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1770407.000000 Penalty: 11001.635742
	Iteration 49Q: 3 clusters Score -1770407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1770406.250000 Penalty: 11001.635742
	Iteration 50Q: 3 clusters Score -1770406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1770412.750000 Penalty: 11001.635742
	Iteration 51Q: 3 clusters Score -1770413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1770414.625000 Penalty: 11001.635742
	Iteration 52Q: 3 clusters Score -1770415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1770412.000000 Penalty: 11001.635742
	Iteration 53Q: 3 clusters Score -1770412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1770411.750000 Penalty: 11001.635742
	Iteration 54Q: 3 clusters Score -1770412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1770414.875000 Penalty: 11001.635742
	Iteration 55Q: 3 clusters Score -1770415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1770414.500000 Penalty: 11001.635742
	Iteration 56Q: 3 clusters Score -1770414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1770417.000000 Penalty: 11001.635742
	Iteration 57Q: 3 clusters Score -1770417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1770416.000000 Penalty: 11001.635742
	Iteration 58Q: 3 clusters Score -1770416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1770417.125000 Penalty: 11001.635742
	Iteration 59Q: 3 clusters Score -1770417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1770419.875000 Penalty: 11001.635742
	Iteration 60F: 3 clusters Score -1770420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1770422.875000 Penalty: 11001.635742
	Iteration 61Q: 3 clusters Score -1770423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1770425.000000 Penalty: 11001.635742
	Iteration 62Q: 3 clusters Score -1770425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1770425.875000 Penalty: 11001.635742
	Iteration 63Q: 3 clusters Score -1770426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1770426.750000 Penalty: 11001.635742
	Iteration 64Q: 3 clusters Score -1770427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1770425.500000 Penalty: 11001.635742
	Iteration 65Q: 3 clusters Score -1770426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1770431.000000 Penalty: 11001.635742
	Iteration 66Q: 3 clusters Score -1770431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1770434.875000 Penalty: 11001.635742
	Iteration 67Q: 3 clusters Score -1770435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1770434.500000 Penalty: 11001.635742
	Iteration 68Q: 3 clusters Score -1770434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1770433.750000 Penalty: 11001.635742
	Iteration 69Q: 3 clusters Score -1770434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1770436.750000 Penalty: 11001.635742
	Iteration 70Q: 3 clusters Score -1770437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1770435.875000 Penalty: 11001.635742
	Iteration 71Q: 3 clusters Score -1770436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1770436.875000 Penalty: 11001.635742
	Iteration 72Q: 3 clusters Score -1770437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1770437.375000 Penalty: 11001.635742
	Iteration 73Q: 3 clusters Score -1770437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1770437.875000 Penalty: 11001.635742
	Iteration 74Q: 3 clusters Score -1770438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1770437.875000 Penalty: 11001.635742
	Iteration 75F: 3 clusters Score -1770438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Entering Unmasked Estep 
Score: -233614.312500 Penalty: 4330.297852
	Iteration 0F: 2 clusters Score -233614.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -229392.531250 Penalty: 8660.595703
	Iteration 0F: 3 clusters Score -229392.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -229963.187500 Penalty: 8660.595703
	Iteration 1F: 3 clusters Score -229963.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -230282.390625 Penalty: 8660.595703
	Iteration 2F: 3 clusters Score -230282.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -230558.437500 Penalty: 8660.595703
	Iteration 3Q: 3 clusters Score -230558.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -230763.140625 Penalty: 8660.595703
	Iteration 4Q: 3 clusters Score -230763.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -231013.453125 Penalty: 8660.595703
	Iteration 5Q: 3 clusters Score -231013.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -231255.734375 Penalty: 8660.595703
	Iteration 6Q: 3 clusters Score -231255.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -231363.156250 Penalty: 8660.595703
	Iteration 7Q: 3 clusters Score -231363.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -231573.234375 Penalty: 8660.595703
	Iteration 8Q: 3 clusters Score -231573.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -231772.578125 Penalty: 8660.595703
	Iteration 9Q: 3 clusters Score -231772.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -231885.546875 Penalty: 8660.595703
	Iteration 10Q: 3 clusters Score -231885.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -232009.500000 Penalty: 8660.595703
	Iteration 11Q: 3 clusters Score -232009.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -232113.062500 Penalty: 8660.595703
	Iteration 12Q: 3 clusters Score -232113.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -232122.015625 Penalty: 8660.595703
	Iteration 13Q: 3 clusters Score -232122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -232126.546875 Penalty: 8660.595703
	Iteration 14Q: 3 clusters Score -232126.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -232130.640625 Penalty: 8660.595703
	Iteration 15Q: 3 clusters Score -232130.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -232130.640625 Penalty: 8660.595703
	Iteration 16F: 3 clusters Score -232130.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Entering Unmasked Estep 
Score: -1770457.250000 Penalty: 5529.048828
	Iteration 0F: 2 clusters Score -1770457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1761204.500000 Penalty: 11058.097656
	Iteration 0F: 3 clusters Score -1761204 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1763043.750000 Penalty: 11058.097656
	Iteration 1F: 3 clusters Score -1763044 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1763589.125000 Penalty: 11058.097656
	Iteration 2F: 3 clusters Score -1763589 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1764086.000000 Penalty: 11058.097656
	Iteration 3F: 3 clusters Score -1764086 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1764598.000000 Penalty: 11058.097656
	Iteration 4F: 3 clusters Score -1764598 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1765101.500000 Penalty: 11058.097656
	Iteration 5F: 3 clusters Score -1765102 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1765505.875000 Penalty: 11058.097656
	Iteration 6F: 3 clusters Score -1765506 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1765776.125000 Penalty: 11058.097656
	Iteration 7Q: 3 clusters Score -1765776 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1766000.500000 Penalty: 11058.097656
	Iteration 8Q: 3 clusters Score -1766000 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1766177.500000 Penalty: 11058.097656
	Iteration 9Q: 3 clusters Score -1766178 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1766333.750000 Penalty: 11058.097656
	Iteration 10Q: 3 clusters Score -1766334 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1766485.500000 Penalty: 11058.097656
	Iteration 11Q: 3 clusters Score -1766486 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1766610.375000 Penalty: 11058.097656
	Iteration 12Q: 3 clusters Score -1766610 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1766722.125000 Penalty: 11058.097656
	Iteration 13Q: 3 clusters Score -1766722 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1766826.125000 Penalty: 11058.097656
	Iteration 14Q: 3 clusters Score -1766826 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1766925.750000 Penalty: 11058.097656
	Iteration 15Q: 3 clusters Score -1766926 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1767005.250000 Penalty: 11058.097656
	Iteration 16Q: 3 clusters Score -1767005 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1767070.875000 Penalty: 11058.097656
	Iteration 17Q: 3 clusters Score -1767071 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1767151.500000 Penalty: 11058.097656
	Iteration 18Q: 3 clusters Score -1767152 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1767203.125000 Penalty: 11058.097656
	Iteration 19Q: 3 clusters Score -1767203 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1767261.000000 Penalty: 11058.097656
	Iteration 20F: 3 clusters Score -1767261 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1767331.625000 Penalty: 11058.097656
	Iteration 21Q: 3 clusters Score -1767332 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1767405.625000 Penalty: 11058.097656
	Iteration 22Q: 3 clusters Score -1767406 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1767514.625000 Penalty: 11058.097656
	Iteration 23Q: 3 clusters Score -1767515 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1767611.500000 Penalty: 11058.097656
	Iteration 24Q: 3 clusters Score -1767612 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1767701.125000 Penalty: 11058.097656
	Iteration 25Q: 3 clusters Score -1767701 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1767779.625000 Penalty: 11058.097656
	Iteration 26Q: 3 clusters Score -1767780 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1767857.000000 Penalty: 11058.097656
	Iteration 27Q: 3 clusters Score -1767857 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1767913.750000 Penalty: 11058.097656
	Iteration 28Q: 3 clusters Score -1767914 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1767947.875000 Penalty: 11058.097656
	Iteration 29Q: 3 clusters Score -1767948 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1767974.625000 Penalty: 11058.097656
	Iteration 30Q: 3 clusters Score -1767975 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1767996.000000 Penalty: 11058.097656
	Iteration 31Q: 3 clusters Score -1767996 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1768016.625000 Penalty: 11058.097656
	Iteration 32Q: 3 clusters Score -1768017 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1768024.125000 Penalty: 11058.097656
	Iteration 33Q: 3 clusters Score -1768024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1768034.125000 Penalty: 11058.097656
	Iteration 34Q: 3 clusters Score -1768034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1768039.000000 Penalty: 11058.097656
	Iteration 35Q: 3 clusters Score -1768039 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1768049.375000 Penalty: 11058.097656
	Iteration 36Q: 3 clusters Score -1768049 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1768050.625000 Penalty: 11058.097656
	Iteration 37Q: 3 clusters Score -1768051 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1768056.125000 Penalty: 11058.097656
	Iteration 38Q: 3 clusters Score -1768056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1768069.750000 Penalty: 11058.097656
	Iteration 39Q: 3 clusters Score -1768070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1768073.875000 Penalty: 11058.097656
	Iteration 40F: 3 clusters Score -1768074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1768082.125000 Penalty: 11058.097656
	Iteration 41Q: 3 clusters Score -1768082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1768092.000000 Penalty: 11058.097656
	Iteration 42Q: 3 clusters Score -1768092 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1768094.000000 Penalty: 11058.097656
	Iteration 43Q: 3 clusters Score -1768094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1768103.000000 Penalty: 11058.097656
	Iteration 44Q: 3 clusters Score -1768103 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1768118.250000 Penalty: 11058.097656
	Iteration 45Q: 3 clusters Score -1768118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1768129.875000 Penalty: 11058.097656
	Iteration 46Q: 3 clusters Score -1768130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1768138.000000 Penalty: 11058.097656
	Iteration 47Q: 3 clusters Score -1768138 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1768155.875000 Penalty: 11058.097656
	Iteration 48Q: 3 clusters Score -1768156 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1768169.625000 Penalty: 11058.097656
	Iteration 49Q: 3 clusters Score -1768170 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1768201.875000 Penalty: 11058.097656
	Iteration 50Q: 3 clusters Score -1768202 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1768237.375000 Penalty: 11058.097656
	Iteration 51Q: 3 clusters Score -1768237 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1768281.125000 Penalty: 11058.097656
	Iteration 52Q: 3 clusters Score -1768281 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1768303.750000 Penalty: 11058.097656
	Iteration 53Q: 3 clusters Score -1768304 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1768314.625000 Penalty: 11058.097656
	Iteration 54Q: 3 clusters Score -1768315 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1768322.500000 Penalty: 11058.097656
	Iteration 55Q: 3 clusters Score -1768322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1768327.500000 Penalty: 11058.097656
	Iteration 56Q: 3 clusters Score -1768328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1768327.500000 Penalty: 11058.097656
	Iteration 57Q: 3 clusters Score -1768328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1768325.500000 Penalty: 11058.097656
	Iteration 58Q: 3 clusters Score -1768326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1768325.500000 Penalty: 11058.097656
	Iteration 59F: 3 clusters Score -1768326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Entering Unmasked Estep 
Score: -2837468.250000 Penalty: 5787.730957
	Iteration 0F: 2 clusters Score -2837468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -2825541.750000 Penalty: 11575.461914
	Iteration 0F: 3 clusters Score -2825542 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -2828300.000000 Penalty: 11575.461914
	Iteration 1F: 3 clusters Score -2828300 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -2828818.500000 Penalty: 11575.461914
	Iteration 2F: 3 clusters Score -2828818 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -2829131.000000 Penalty: 11575.461914
	Iteration 3Q: 3 clusters Score -2829131 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -2829425.500000 Penalty: 11575.461914
	Iteration 4Q: 3 clusters Score -2829426 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -2829700.250000 Penalty: 11575.461914
	Iteration 5Q: 3 clusters Score -2829700 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -2830033.750000 Penalty: 11575.461914
	Iteration 6Q: 3 clusters Score -2830034 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -2830485.250000 Penalty: 11575.461914
	Iteration 7Q: 3 clusters Score -2830485 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -2830958.000000 Penalty: 11575.461914
	Iteration 8Q: 3 clusters Score -2830958 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -2831363.750000 Penalty: 11575.461914
	Iteration 9Q: 3 clusters Score -2831364 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -2831816.000000 Penalty: 11575.461914
	Iteration 10Q: 3 clusters Score -2831816 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -2832329.750000 Penalty: 11575.461914
	Iteration 11Q: 3 clusters Score -2832330 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -2832861.750000 Penalty: 11575.461914
	Iteration 12Q: 3 clusters Score -2832862 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -2833361.000000 Penalty: 11575.461914
	Iteration 13Q: 3 clusters Score -2833361 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2833762.000000 Penalty: 11575.461914
	Iteration 14Q: 3 clusters Score -2833762 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -2834071.750000 Penalty: 11575.461914
	Iteration 15Q: 3 clusters Score -2834072 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -2834289.500000 Penalty: 11575.461914
	Iteration 16Q: 3 clusters Score -2834290 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -2834481.250000 Penalty: 11575.461914
	Iteration 17Q: 3 clusters Score -2834481 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -2834610.250000 Penalty: 11575.461914
	Iteration 18Q: 3 clusters Score -2834610 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -2834709.000000 Penalty: 11575.461914
	Iteration 19Q: 3 clusters Score -2834709 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -2834780.250000 Penalty: 11575.461914
	Iteration 20F: 3 clusters Score -2834780 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -2834834.500000 Penalty: 11575.461914
	Iteration 21Q: 3 clusters Score -2834834 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -2834872.000000 Penalty: 11575.461914
	Iteration 22Q: 3 clusters Score -2834872 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -2834893.500000 Penalty: 11575.461914
	Iteration 23Q: 3 clusters Score -2834894 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -2834911.000000 Penalty: 11575.461914
	Iteration 24Q: 3 clusters Score -2834911 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -2834933.000000 Penalty: 11575.461914
	Iteration 25Q: 3 clusters Score -2834933 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -2834948.000000 Penalty: 11575.461914
	Iteration 26Q: 3 clusters Score -2834948 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -2834961.250000 Penalty: 11575.461914
	Iteration 27Q: 3 clusters Score -2834961 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -2834966.000000 Penalty: 11575.461914
	Iteration 28Q: 3 clusters Score -2834966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -2834981.250000 Penalty: 11575.461914
	Iteration 29Q: 3 clusters Score -2834981 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -2834984.750000 Penalty: 11575.461914
	Iteration 30Q: 3 clusters Score -2834985 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -2834993.500000 Penalty: 11575.461914
	Iteration 31Q: 3 clusters Score -2834994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -2835001.750000 Penalty: 11575.461914
	Iteration 32Q: 3 clusters Score -2835002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -2835010.250000 Penalty: 11575.461914
	Iteration 33Q: 3 clusters Score -2835010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -2835011.000000 Penalty: 11575.461914
	Iteration 34Q: 3 clusters Score -2835011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -2835006.000000 Penalty: 11575.461914
	Iteration 35Q: 3 clusters Score -2835006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -2835007.000000 Penalty: 11575.461914
	Iteration 36Q: 3 clusters Score -2835007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -2835006.000000 Penalty: 11575.461914
	Iteration 37Q: 3 clusters Score -2835006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -2835008.000000 Penalty: 11575.461914
	Iteration 38Q: 3 clusters Score -2835008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -2835004.750000 Penalty: 11575.461914
	Iteration 39Q: 3 clusters Score -2835005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -2835006.500000 Penalty: 11575.461914
	Iteration 40F: 3 clusters Score -2835006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -2835007.500000 Penalty: 11575.461914
	Iteration 41Q: 3 clusters Score -2835008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -2835007.750000 Penalty: 11575.461914
	Iteration 42Q: 3 clusters Score -2835008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -2835007.750000 Penalty: 11575.461914
	Iteration 43F: 3 clusters Score -2835008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (61342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61342 members 
Entering Unmasked Estep 
Score: -13784532.000000 Penalty: 6752.334961
	Iteration 0F: 2 clusters Score -1.378453e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 30716 members 
Entering Unmasked Estep 
Score: -13741550.000000 Penalty: 13504.669922
	Iteration 0F: 3 clusters Score -1.374155e+07 nChanged 27351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30015 members 
Mstep: Class 2 contains 31327 members 
Entering Unmasked Estep 
Score: -13756260.000000 Penalty: 13504.669922
	Iteration 1F: 3 clusters Score -1.375626e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29467 members 
Mstep: Class 2 contains 31875 members 
Entering Unmasked Estep 
Score: -13757395.000000 Penalty: 13504.669922
	Iteration 2F: 3 clusters Score -1.37574e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28639 members 
Mstep: Class 2 contains 32703 members 
Entering Unmasked Estep 
Score: -13758479.000000 Penalty: 13504.669922
	Iteration 3Q: 3 clusters Score -1.375848e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 33885 members 
Entering Unmasked Estep 
Score: -13759684.000000 Penalty: 13504.669922
	Iteration 4Q: 3 clusters Score -1.375968e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 35503 members 
Entering Unmasked Estep 
Score: -13761001.000000 Penalty: 13504.669922
	Iteration 5Q: 3 clusters Score -1.3761e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 37504 members 
Entering Unmasked Estep 
Score: -13762554.000000 Penalty: 13504.669922
	Iteration 6F: 3 clusters Score -1.376255e+07 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 39972 members 
Entering Unmasked Estep 
Score: -13764545.000000 Penalty: 13504.669922
	Iteration 7F: 3 clusters Score -1.376454e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 42760 members 
Entering Unmasked Estep 
Score: -13766749.000000 Penalty: 13504.669922
	Iteration 8F: 3 clusters Score -1.376675e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 45611 members 
Entering Unmasked Estep 
Score: -13768881.000000 Penalty: 13504.669922
	Iteration 9F: 3 clusters Score -1.376888e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 48371 members 
Entering Unmasked Estep 
Score: -13770826.000000 Penalty: 13504.669922
	Iteration 10F: 3 clusters Score -1.377083e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 50807 members 
Entering Unmasked Estep 
Score: -13772496.000000 Penalty: 13504.669922
	Iteration 11Q: 3 clusters Score -1.37725e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 52949 members 
Entering Unmasked Estep 
Score: -13773881.000000 Penalty: 13504.669922
	Iteration 12Q: 3 clusters Score -1.377388e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 54734 members 
Entering Unmasked Estep 
Score: -13775081.000000 Penalty: 13504.669922
	Iteration 13Q: 3 clusters Score -1.377508e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 56207 members 
Entering Unmasked Estep 
Score: -13776080.000000 Penalty: 13504.669922
	Iteration 14Q: 3 clusters Score -1.377608e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 57356 members 
Entering Unmasked Estep 
Score: -13776905.000000 Penalty: 13504.669922
	Iteration 15Q: 3 clusters Score -1.37769e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 58187 members 
Entering Unmasked Estep 
Score: -13777527.000000 Penalty: 13504.669922
	Iteration 16Q: 3 clusters Score -1.377753e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 58685 members 
Entering Unmasked Estep 
Score: -13777948.000000 Penalty: 13504.669922
	Iteration 17Q: 3 clusters Score -1.377795e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 59052 members 
Entering Unmasked Estep 
Score: -13778256.000000 Penalty: 13504.669922
	Iteration 18Q: 3 clusters Score -1.377826e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 59285 members 
Entering Unmasked Estep 
Score: -13778430.000000 Penalty: 13504.669922
	Iteration 19Q: 3 clusters Score -1.377843e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 59443 members 
Entering Unmasked Estep 
Score: -13778546.000000 Penalty: 13504.669922
	Iteration 20F: 3 clusters Score -1.377855e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 59572 members 
Entering Unmasked Estep 
Score: -13778647.000000 Penalty: 13504.669922
	Iteration 21Q: 3 clusters Score -1.377865e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 59674 members 
Entering Unmasked Estep 
Score: -13778772.000000 Penalty: 13504.669922
	Iteration 22Q: 3 clusters Score -1.377877e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 59753 members 
Entering Unmasked Estep 
Score: -13778827.000000 Penalty: 13504.669922
	Iteration 23Q: 3 clusters Score -1.377883e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 59816 members 
Entering Unmasked Estep 
Score: -13778871.000000 Penalty: 13504.669922
	Iteration 24Q: 3 clusters Score -1.377887e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 59856 members 
Entering Unmasked Estep 
Score: -13778908.000000 Penalty: 13504.669922
	Iteration 25Q: 3 clusters Score -1.377891e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 59889 members 
Entering Unmasked Estep 
Score: -13778937.000000 Penalty: 13504.669922
	Iteration 26Q: 3 clusters Score -1.377894e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 59912 members 
Entering Unmasked Estep 
Score: -13778958.000000 Penalty: 13504.669922
	Iteration 27Q: 3 clusters Score -1.377896e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 59927 members 
Entering Unmasked Estep 
Score: -13779004.000000 Penalty: 13504.669922
	Iteration 28Q: 3 clusters Score -1.3779e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 59939 members 
Entering Unmasked Estep 
Score: -13779003.000000 Penalty: 13504.669922
	Iteration 29Q: 3 clusters Score -1.3779e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 59950 members 
Entering Unmasked Estep 
Score: -13779018.000000 Penalty: 13504.669922
	Iteration 30Q: 3 clusters Score -1.377902e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 59958 members 
Entering Unmasked Estep 
Score: -13779025.000000 Penalty: 13504.669922
	Iteration 31Q: 3 clusters Score -1.377902e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 59965 members 
Entering Unmasked Estep 
Score: -13779033.000000 Penalty: 13504.669922
	Iteration 32Q: 3 clusters Score -1.377903e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 59970 members 
Entering Unmasked Estep 
Score: -13779044.000000 Penalty: 13504.669922
	Iteration 33Q: 3 clusters Score -1.377904e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 59976 members 
Entering Unmasked Estep 
Score: -13779034.000000 Penalty: 13504.669922
	Iteration 34Q: 3 clusters Score -1.377903e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 59981 members 
Entering Unmasked Estep 
Score: -13779036.000000 Penalty: 13504.669922
	Iteration 35Q: 3 clusters Score -1.377904e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 59985 members 
Entering Unmasked Estep 
Score: -13779034.000000 Penalty: 13504.669922
	Iteration 36Q: 3 clusters Score -1.377903e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 59989 members 
Entering Unmasked Estep 
Score: -13779021.000000 Penalty: 13504.669922
	Iteration 37Q: 3 clusters Score -1.377902e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 59989 members 
Entering Unmasked Estep 
Score: -13779030.000000 Penalty: 13504.669922
	Iteration 38Q: 3 clusters Score -1.377903e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 59992 members 
Entering Unmasked Estep 
Score: -13779022.000000 Penalty: 13504.669922
	Iteration 39Q: 3 clusters Score -1.377902e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 59996 members 
Entering Unmasked Estep 
Score: -13779019.000000 Penalty: 13504.669922
	Iteration 40F: 3 clusters Score -1.377902e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 59997 members 
Entering Unmasked Estep 
Score: -13779011.000000 Penalty: 13504.669922
	Iteration 41Q: 3 clusters Score -1.377901e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 59998 members 
Entering Unmasked Estep 
Score: -13779038.000000 Penalty: 13504.669922
	Iteration 42Q: 3 clusters Score -1.377904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 59999 members 
Entering Unmasked Estep 
Score: -13779052.000000 Penalty: 13504.669922
	Iteration 43Q: 3 clusters Score -1.377905e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 60003 members 
Entering Unmasked Estep 
Score: -13779056.000000 Penalty: 13504.669922
	Iteration 44Q: 3 clusters Score -1.377906e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 60006 members 
Entering Unmasked Estep 
Score: -13779061.000000 Penalty: 13504.669922
	Iteration 45Q: 3 clusters Score -1.377906e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 60010 members 
Entering Unmasked Estep 
Score: -13779058.000000 Penalty: 13504.669922
	Iteration 46Q: 3 clusters Score -1.377906e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 60011 members 
Entering Unmasked Estep 
Score: -13779060.000000 Penalty: 13504.669922
	Iteration 47Q: 3 clusters Score -1.377906e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 60012 members 
Entering Unmasked Estep 
Score: -13779064.000000 Penalty: 13504.669922
	Iteration 48Q: 3 clusters Score -1.377906e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 60012 members 
Entering Unmasked Estep 
Score: -13779064.000000 Penalty: 13504.669922
	Iteration 49F: 3 clusters Score -1.377906e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (28161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28161 members 
Entering Unmasked Estep 
Score: -6183139.000000 Penalty: 6275.487305
	Iteration 0F: 2 clusters Score -6183139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -6161570.000000 Penalty: 12550.974609
	Iteration 0F: 3 clusters Score -6161570 nChanged 11736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -6167713.500000 Penalty: 12550.974609
	Iteration 1F: 3 clusters Score -6167714 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -6168479.000000 Penalty: 12550.974609
	Iteration 2F: 3 clusters Score -6168479 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -6169007.500000 Penalty: 12550.974609
	Iteration 3Q: 3 clusters Score -6169008 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -6169459.000000 Penalty: 12550.974609
	Iteration 4Q: 3 clusters Score -6169459 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -6169854.000000 Penalty: 12550.974609
	Iteration 5Q: 3 clusters Score -6169854 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -6170195.500000 Penalty: 12550.974609
	Iteration 6Q: 3 clusters Score -6170196 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -6170459.500000 Penalty: 12550.974609
	Iteration 7Q: 3 clusters Score -6170460 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -6170744.000000 Penalty: 12550.974609
	Iteration 8Q: 3 clusters Score -6170744 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -6170999.000000 Penalty: 12550.974609
	Iteration 9Q: 3 clusters Score -6170999 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -6171230.500000 Penalty: 12550.974609
	Iteration 10Q: 3 clusters Score -6171230 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -6171501.500000 Penalty: 12550.974609
	Iteration 11Q: 3 clusters Score -6171502 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -6171739.500000 Penalty: 12550.974609
	Iteration 12Q: 3 clusters Score -6171740 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -6172012.000000 Penalty: 12550.974609
	Iteration 13Q: 3 clusters Score -6172012 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -6172226.000000 Penalty: 12550.974609
	Iteration 14Q: 3 clusters Score -6172226 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -6172441.500000 Penalty: 12550.974609
	Iteration 15Q: 3 clusters Score -6172442 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -6172686.000000 Penalty: 12550.974609
	Iteration 16Q: 3 clusters Score -6172686 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -6172913.000000 Penalty: 12550.974609
	Iteration 17Q: 3 clusters Score -6172913 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -6173137.000000 Penalty: 12550.974609
	Iteration 18Q: 3 clusters Score -6173137 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -6173372.000000 Penalty: 12550.974609
	Iteration 19Q: 3 clusters Score -6173372 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -6173620.500000 Penalty: 12550.974609
	Iteration 20F: 3 clusters Score -6173620 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -6173914.000000 Penalty: 12550.974609
	Iteration 21Q: 3 clusters Score -6173914 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -6174163.500000 Penalty: 12550.974609
	Iteration 22Q: 3 clusters Score -6174164 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -6174447.000000 Penalty: 12550.974609
	Iteration 23Q: 3 clusters Score -6174447 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -6174759.000000 Penalty: 12550.974609
	Iteration 24Q: 3 clusters Score -6174759 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -6175031.000000 Penalty: 12550.974609
	Iteration 25Q: 3 clusters Score -6175031 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -6175294.000000 Penalty: 12550.974609
	Iteration 26Q: 3 clusters Score -6175294 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -6175545.000000 Penalty: 12550.974609
	Iteration 27Q: 3 clusters Score -6175545 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -6175783.000000 Penalty: 12550.974609
	Iteration 28Q: 3 clusters Score -6175783 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -6176021.000000 Penalty: 12550.974609
	Iteration 29Q: 3 clusters Score -6176021 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -6176208.000000 Penalty: 12550.974609
	Iteration 30Q: 3 clusters Score -6176208 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -6176421.000000 Penalty: 12550.974609
	Iteration 31Q: 3 clusters Score -6176421 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -6176597.000000 Penalty: 12550.974609
	Iteration 32Q: 3 clusters Score -6176597 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -6176778.000000 Penalty: 12550.974609
	Iteration 33Q: 3 clusters Score -6176778 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -6176945.000000 Penalty: 12550.974609
	Iteration 34Q: 3 clusters Score -6176945 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24845 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -6177040.500000 Penalty: 12550.974609
	Iteration 35Q: 3 clusters Score -6177040 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -6177124.500000 Penalty: 12550.974609
	Iteration 36Q: 3 clusters Score -6177124 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -6177207.000000 Penalty: 12550.974609
	Iteration 37Q: 3 clusters Score -6177207 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -6177275.500000 Penalty: 12550.974609
	Iteration 38Q: 3 clusters Score -6177276 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -6177377.000000 Penalty: 12550.974609
	Iteration 39Q: 3 clusters Score -6177377 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -6177455.500000 Penalty: 12550.974609
	Iteration 40F: 3 clusters Score -6177456 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -6177520.000000 Penalty: 12550.974609
	Iteration 41Q: 3 clusters Score -6177520 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -6177565.500000 Penalty: 12550.974609
	Iteration 42Q: 3 clusters Score -6177566 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -6177585.500000 Penalty: 12550.974609
	Iteration 43Q: 3 clusters Score -6177586 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -6177626.000000 Penalty: 12550.974609
	Iteration 44Q: 3 clusters Score -6177626 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -6177651.500000 Penalty: 12550.974609
	Iteration 45Q: 3 clusters Score -6177652 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -6177693.500000 Penalty: 12550.974609
	Iteration 46Q: 3 clusters Score -6177694 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -6177715.000000 Penalty: 12550.974609
	Iteration 47Q: 3 clusters Score -6177715 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -6177731.500000 Penalty: 12550.974609
	Iteration 48Q: 3 clusters Score -6177732 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26091 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -6177764.500000 Penalty: 12550.974609
	Iteration 49Q: 3 clusters Score -6177764 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -6177786.500000 Penalty: 12550.974609
	Iteration 50Q: 3 clusters Score -6177786 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -6177816.500000 Penalty: 12550.974609
	Iteration 51Q: 3 clusters Score -6177816 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -6177839.000000 Penalty: 12550.974609
	Iteration 52Q: 3 clusters Score -6177839 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -6177836.000000 Penalty: 12550.974609
	Iteration 53Q: 3 clusters Score -6177836 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -6177856.500000 Penalty: 12550.974609
	Iteration 54Q: 3 clusters Score -6177856 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -6177872.000000 Penalty: 12550.974609
	Iteration 55Q: 3 clusters Score -6177872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -6177881.000000 Penalty: 12550.974609
	Iteration 56Q: 3 clusters Score -6177881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -6177888.500000 Penalty: 12550.974609
	Iteration 57Q: 3 clusters Score -6177888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -6177892.500000 Penalty: 12550.974609
	Iteration 58Q: 3 clusters Score -6177892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26271 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -6177897.500000 Penalty: 12550.974609
	Iteration 59Q: 3 clusters Score -6177898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -6177890.000000 Penalty: 12550.974609
	Iteration 60F: 3 clusters Score -6177890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -6177899.500000 Penalty: 12550.974609
	Iteration 61Q: 3 clusters Score -6177900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26286 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -6177913.000000 Penalty: 12550.974609
	Iteration 62Q: 3 clusters Score -6177913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -6177914.000000 Penalty: 12550.974609
	Iteration 63Q: 3 clusters Score -6177914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -6177906.500000 Penalty: 12550.974609
	Iteration 64Q: 3 clusters Score -6177906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -6177921.000000 Penalty: 12550.974609
	Iteration 65Q: 3 clusters Score -6177921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -6177918.000000 Penalty: 12550.974609
	Iteration 66Q: 3 clusters Score -6177918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26297 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -6177912.500000 Penalty: 12550.974609
	Iteration 67Q: 3 clusters Score -6177912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -6177920.500000 Penalty: 12550.974609
	Iteration 68Q: 3 clusters Score -6177920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -6177919.000000 Penalty: 12550.974609
	Iteration 69Q: 3 clusters Score -6177919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -6177922.500000 Penalty: 12550.974609
	Iteration 70Q: 3 clusters Score -6177922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26297 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -6177920.000000 Penalty: 12550.974609
	Iteration 71Q: 3 clusters Score -6177920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26297 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -6177920.000000 Penalty: 12550.974609
	Iteration 72F: 3 clusters Score -6177920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (69336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69336 members 
Entering Unmasked Estep 
Score: -15488743.000000 Penalty: 6827.365723
	Iteration 0F: 2 clusters Score -1.548874e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34621 members 
Mstep: Class 2 contains 34715 members 
Entering Unmasked Estep 
Score: -15440632.000000 Penalty: 13654.731445
	Iteration 0F: 3 clusters Score -1.544063e+07 nChanged 31168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34357 members 
Mstep: Class 2 contains 34979 members 
Entering Unmasked Estep 
Score: -15457362.000000 Penalty: 13654.731445
	Iteration 1F: 3 clusters Score -1.545736e+07 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34036 members 
Mstep: Class 2 contains 35300 members 
Entering Unmasked Estep 
Score: -15458354.000000 Penalty: 13654.731445
	Iteration 2Q: 3 clusters Score -1.545835e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33644 members 
Mstep: Class 2 contains 35692 members 
Entering Unmasked Estep 
Score: -15459288.000000 Penalty: 13654.731445
	Iteration 3Q: 3 clusters Score -1.545929e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33056 members 
Mstep: Class 2 contains 36280 members 
Entering Unmasked Estep 
Score: -15460590.000000 Penalty: 13654.731445
	Iteration 4Q: 3 clusters Score -1.546059e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32182 members 
Mstep: Class 2 contains 37154 members 
Entering Unmasked Estep 
Score: -15462090.000000 Penalty: 13654.731445
	Iteration 5Q: 3 clusters Score -1.546209e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 38483 members 
Entering Unmasked Estep 
Score: -15464057.000000 Penalty: 13654.731445
	Iteration 6F: 3 clusters Score -1.546406e+07 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28883 members 
Mstep: Class 2 contains 40453 members 
Entering Unmasked Estep 
Score: -15466020.000000 Penalty: 13654.731445
	Iteration 7F: 3 clusters Score -1.546602e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 43030 members 
Entering Unmasked Estep 
Score: -15468359.000000 Penalty: 13654.731445
	Iteration 8F: 3 clusters Score -1.546836e+07 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 45968 members 
Entering Unmasked Estep 
Score: -15470575.000000 Penalty: 13654.731445
	Iteration 9F: 3 clusters Score -1.547058e+07 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 48981 members 
Entering Unmasked Estep 
Score: -15472840.000000 Penalty: 13654.731445
	Iteration 10F: 3 clusters Score -1.547284e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 51953 members 
Entering Unmasked Estep 
Score: -15474731.000000 Penalty: 13654.731445
	Iteration 11Q: 3 clusters Score -1.547473e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 54589 members 
Entering Unmasked Estep 
Score: -15476323.000000 Penalty: 13654.731445
	Iteration 12Q: 3 clusters Score -1.547632e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 56887 members 
Entering Unmasked Estep 
Score: -15477732.000000 Penalty: 13654.731445
	Iteration 13Q: 3 clusters Score -1.547773e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 58910 members 
Entering Unmasked Estep 
Score: -15478844.000000 Penalty: 13654.731445
	Iteration 14Q: 3 clusters Score -1.547884e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 60595 members 
Entering Unmasked Estep 
Score: -15479926.000000 Penalty: 13654.731445
	Iteration 15Q: 3 clusters Score -1.547993e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 62020 members 
Entering Unmasked Estep 
Score: -15480874.000000 Penalty: 13654.731445
	Iteration 16Q: 3 clusters Score -1.548087e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 63138 members 
Entering Unmasked Estep 
Score: -15481746.000000 Penalty: 13654.731445
	Iteration 17Q: 3 clusters Score -1.548175e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 63969 members 
Entering Unmasked Estep 
Score: -15482413.000000 Penalty: 13654.731445
	Iteration 18Q: 3 clusters Score -1.548241e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 64589 members 
Entering Unmasked Estep 
Score: -15482997.000000 Penalty: 13654.731445
	Iteration 19Q: 3 clusters Score -1.5483e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 65050 members 
Entering Unmasked Estep 
Score: -15483511.000000 Penalty: 13654.731445
	Iteration 20F: 3 clusters Score -1.548351e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 65394 members 
Entering Unmasked Estep 
Score: -15484041.000000 Penalty: 13654.731445
	Iteration 21Q: 3 clusters Score -1.548404e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 65664 members 
Entering Unmasked Estep 
Score: -15484473.000000 Penalty: 13654.731445
	Iteration 22Q: 3 clusters Score -1.548447e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 65874 members 
Entering Unmasked Estep 
Score: -15484947.000000 Penalty: 13654.731445
	Iteration 23Q: 3 clusters Score -1.548495e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 66051 members 
Entering Unmasked Estep 
Score: -15485222.000000 Penalty: 13654.731445
	Iteration 24Q: 3 clusters Score -1.548522e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 66179 members 
Entering Unmasked Estep 
Score: -15485484.000000 Penalty: 13654.731445
	Iteration 25Q: 3 clusters Score -1.548548e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 66299 members 
Entering Unmasked Estep 
Score: -15485702.000000 Penalty: 13654.731445
	Iteration 26Q: 3 clusters Score -1.54857e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 66384 members 
Entering Unmasked Estep 
Score: -15485840.000000 Penalty: 13654.731445
	Iteration 27Q: 3 clusters Score -1.548584e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 66452 members 
Entering Unmasked Estep 
Score: -15485934.000000 Penalty: 13654.731445
	Iteration 28Q: 3 clusters Score -1.548593e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 66500 members 
Entering Unmasked Estep 
Score: -15485991.000000 Penalty: 13654.731445
	Iteration 29Q: 3 clusters Score -1.548599e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 66531 members 
Entering Unmasked Estep 
Score: -15485973.000000 Penalty: 13654.731445
	Iteration 30Q: 3 clusters Score -1.548597e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 66549 members 
Entering Unmasked Estep 
Score: -15485985.000000 Penalty: 13654.731445
	Iteration 31Q: 3 clusters Score -1.548598e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 66562 members 
Entering Unmasked Estep 
Score: -15486012.000000 Penalty: 13654.731445
	Iteration 32Q: 3 clusters Score -1.548601e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 66565 members 
Entering Unmasked Estep 
Score: -15486014.000000 Penalty: 13654.731445
	Iteration 33Q: 3 clusters Score -1.548601e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 66566 members 
Entering Unmasked Estep 
Score: -15486019.000000 Penalty: 13654.731445
	Iteration 34Q: 3 clusters Score -1.548602e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 66566 members 
Entering Unmasked Estep 
Score: -15486015.000000 Penalty: 13654.731445
	Iteration 35Q: 3 clusters Score -1.548602e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 66568 members 
Entering Unmasked Estep 
Score: -15486017.000000 Penalty: 13654.731445
	Iteration 36Q: 3 clusters Score -1.548602e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 66569 members 
Entering Unmasked Estep 
Score: -15486011.000000 Penalty: 13654.731445
	Iteration 37Q: 3 clusters Score -1.548601e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 66569 members 
Entering Unmasked Estep 
Score: -15486006.000000 Penalty: 13654.731445
	Iteration 38Q: 3 clusters Score -1.548601e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 66570 members 
Entering Unmasked Estep 
Score: -15485999.000000 Penalty: 13654.731445
	Iteration 39Q: 3 clusters Score -1.5486e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 66571 members 
Entering Unmasked Estep 
Score: -15486008.000000 Penalty: 13654.731445
	Iteration 40F: 3 clusters Score -1.548601e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 66571 members 
Entering Unmasked Estep 
Score: -15486006.000000 Penalty: 13654.731445
	Iteration 41Q: 3 clusters Score -1.548601e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 66573 members 
Entering Unmasked Estep 
Score: -15485997.000000 Penalty: 13654.731445
	Iteration 42Q: 3 clusters Score -1.5486e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 66574 members 
Entering Unmasked Estep 
Score: -15486005.000000 Penalty: 13654.731445
	Iteration 43Q: 3 clusters Score -1.5486e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 66575 members 
Entering Unmasked Estep 
Score: -15486002.000000 Penalty: 13654.731445
	Iteration 44Q: 3 clusters Score -1.5486e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 66577 members 
Entering Unmasked Estep 
Score: -15486005.000000 Penalty: 13654.731445
	Iteration 45Q: 3 clusters Score -1.5486e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 66579 members 
Entering Unmasked Estep 
Score: -15485998.000000 Penalty: 13654.731445
	Iteration 46Q: 3 clusters Score -1.5486e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 66580 members 
Entering Unmasked Estep 
Score: -15485993.000000 Penalty: 13654.731445
	Iteration 47Q: 3 clusters Score -1.548599e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 66581 members 
Entering Unmasked Estep 
Score: -15486002.000000 Penalty: 13654.731445
	Iteration 48Q: 3 clusters Score -1.5486e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 66582 members 
Entering Unmasked Estep 
Score: -15486003.000000 Penalty: 13654.731445
	Iteration 49Q: 3 clusters Score -1.5486e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 66582 members 
Entering Unmasked Estep 
Score: -15486003.000000 Penalty: 13654.731445
	Iteration 50F: 3 clusters Score -1.5486e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Entering Unmasked Estep 
Score: -397146.156250 Penalty: 4584.175781
	Iteration 0F: 2 clusters Score -397146.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -392354.437500 Penalty: 9168.351562
	Iteration 0F: 3 clusters Score -392354.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -392852.343750 Penalty: 9168.351562
	Iteration 1F: 3 clusters Score -392852.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -393002.187500 Penalty: 9168.351562
	Iteration 2F: 3 clusters Score -393002.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -393050.406250 Penalty: 9168.351562
	Iteration 3Q: 3 clusters Score -393050.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -393083.687500 Penalty: 9168.351562
	Iteration 4Q: 3 clusters Score -393083.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -393098.062500 Penalty: 9168.351562
	Iteration 5Q: 3 clusters Score -393098.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -393101.093750 Penalty: 9168.351562
	Iteration 6Q: 3 clusters Score -393101.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -393104.750000 Penalty: 9168.351562
	Iteration 7Q: 3 clusters Score -393104.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -393106.031250 Penalty: 9168.351562
	Iteration 8Q: 3 clusters Score -393106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -393106.031250 Penalty: 9168.351562
	Iteration 9F: 3 clusters Score -393106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Entering Unmasked Estep 
Score: -1066080.000000 Penalty: 5190.627441
	Iteration 0F: 2 clusters Score -1066080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1059133.625000 Penalty: 10381.254883
	Iteration 0F: 3 clusters Score -1059134 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1060244.625000 Penalty: 10381.254883
	Iteration 1F: 3 clusters Score -1060245 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1060602.375000 Penalty: 10381.254883
	Iteration 2F: 3 clusters Score -1060602 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1060790.875000 Penalty: 10381.254883
	Iteration 3Q: 3 clusters Score -1060791 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1060942.000000 Penalty: 10381.254883
	Iteration 4Q: 3 clusters Score -1060942 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1061054.625000 Penalty: 10381.254883
	Iteration 5Q: 3 clusters Score -1061055 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1061156.125000 Penalty: 10381.254883
	Iteration 6Q: 3 clusters Score -1061156 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1061269.625000 Penalty: 10381.254883
	Iteration 7Q: 3 clusters Score -1061270 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1061364.000000 Penalty: 10381.254883
	Iteration 8Q: 3 clusters Score -1061364 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1061459.750000 Penalty: 10381.254883
	Iteration 9Q: 3 clusters Score -1061460 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1061588.500000 Penalty: 10381.254883
	Iteration 10Q: 3 clusters Score -1061588 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1061727.500000 Penalty: 10381.254883
	Iteration 11Q: 3 clusters Score -1061728 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1061881.750000 Penalty: 10381.254883
	Iteration 12Q: 3 clusters Score -1061882 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1062046.500000 Penalty: 10381.254883
	Iteration 13Q: 3 clusters Score -1062046 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1062209.875000 Penalty: 10381.254883
	Iteration 14Q: 3 clusters Score -1062210 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1062371.125000 Penalty: 10381.254883
	Iteration 15Q: 3 clusters Score -1062371 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1062526.375000 Penalty: 10381.254883
	Iteration 16Q: 3 clusters Score -1062526 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1062656.250000 Penalty: 10381.254883
	Iteration 17Q: 3 clusters Score -1062656 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1062780.375000 Penalty: 10381.254883
	Iteration 18Q: 3 clusters Score -1062780 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1062877.000000 Penalty: 10381.254883
	Iteration 19Q: 3 clusters Score -1062877 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1062951.500000 Penalty: 10381.254883
	Iteration 20F: 3 clusters Score -1062952 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1063018.750000 Penalty: 10381.254883
	Iteration 21Q: 3 clusters Score -1063019 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1063077.000000 Penalty: 10381.254883
	Iteration 22Q: 3 clusters Score -1063077 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1063115.000000 Penalty: 10381.254883
	Iteration 23Q: 3 clusters Score -1063115 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1063135.250000 Penalty: 10381.254883
	Iteration 24Q: 3 clusters Score -1063135 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1063147.625000 Penalty: 10381.254883
	Iteration 25Q: 3 clusters Score -1063148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1063156.375000 Penalty: 10381.254883
	Iteration 26Q: 3 clusters Score -1063156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1063166.000000 Penalty: 10381.254883
	Iteration 27Q: 3 clusters Score -1063166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1063173.875000 Penalty: 10381.254883
	Iteration 28Q: 3 clusters Score -1063174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1063180.125000 Penalty: 10381.254883
	Iteration 29Q: 3 clusters Score -1063180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1063184.125000 Penalty: 10381.254883
	Iteration 30Q: 3 clusters Score -1063184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1063188.625000 Penalty: 10381.254883
	Iteration 31Q: 3 clusters Score -1063189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1063193.125000 Penalty: 10381.254883
	Iteration 32Q: 3 clusters Score -1063193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1063194.625000 Penalty: 10381.254883
	Iteration 33Q: 3 clusters Score -1063195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1063195.000000 Penalty: 10381.254883
	Iteration 34Q: 3 clusters Score -1063195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1063197.625000 Penalty: 10381.254883
	Iteration 35Q: 3 clusters Score -1063198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1063198.125000 Penalty: 10381.254883
	Iteration 36Q: 3 clusters Score -1063198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1063198.125000 Penalty: 10381.254883
	Iteration 37F: 3 clusters Score -1063198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Entering Unmasked Estep 
Score: -2857136.250000 Penalty: 5798.061035
	Iteration 0F: 2 clusters Score -2857136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -2845033.250000 Penalty: 11596.122070
	Iteration 0F: 3 clusters Score -2845033 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -2847732.000000 Penalty: 11596.122070
	Iteration 1F: 3 clusters Score -2847732 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -2848254.000000 Penalty: 11596.122070
	Iteration 2F: 3 clusters Score -2848254 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -2848570.000000 Penalty: 11596.122070
	Iteration 3Q: 3 clusters Score -2848570 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -2848785.500000 Penalty: 11596.122070
	Iteration 4Q: 3 clusters Score -2848786 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -2848950.250000 Penalty: 11596.122070
	Iteration 5Q: 3 clusters Score -2848950 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -2849072.250000 Penalty: 11596.122070
	Iteration 6Q: 3 clusters Score -2849072 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -2849170.250000 Penalty: 11596.122070
	Iteration 7Q: 3 clusters Score -2849170 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -2849266.750000 Penalty: 11596.122070
	Iteration 8Q: 3 clusters Score -2849267 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -2849328.500000 Penalty: 11596.122070
	Iteration 9Q: 3 clusters Score -2849328 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -2849376.000000 Penalty: 11596.122070
	Iteration 10Q: 3 clusters Score -2849376 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -2849424.500000 Penalty: 11596.122070
	Iteration 11Q: 3 clusters Score -2849424 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -2849488.500000 Penalty: 11596.122070
	Iteration 12Q: 3 clusters Score -2849488 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -2849538.250000 Penalty: 11596.122070
	Iteration 13Q: 3 clusters Score -2849538 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -2849588.250000 Penalty: 11596.122070
	Iteration 14Q: 3 clusters Score -2849588 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -2849626.250000 Penalty: 11596.122070
	Iteration 15Q: 3 clusters Score -2849626 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -2849664.500000 Penalty: 11596.122070
	Iteration 16Q: 3 clusters Score -2849664 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -2849702.250000 Penalty: 11596.122070
	Iteration 17Q: 3 clusters Score -2849702 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -2849741.750000 Penalty: 11596.122070
	Iteration 18Q: 3 clusters Score -2849742 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -2849776.750000 Penalty: 11596.122070
	Iteration 19Q: 3 clusters Score -2849777 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -2849806.000000 Penalty: 11596.122070
	Iteration 20F: 3 clusters Score -2849806 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -2849844.750000 Penalty: 11596.122070
	Iteration 21Q: 3 clusters Score -2849845 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -2849883.250000 Penalty: 11596.122070
	Iteration 22Q: 3 clusters Score -2849883 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -2849918.750000 Penalty: 11596.122070
	Iteration 23Q: 3 clusters Score -2849919 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -2849964.000000 Penalty: 11596.122070
	Iteration 24Q: 3 clusters Score -2849964 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -2849997.750000 Penalty: 11596.122070
	Iteration 25Q: 3 clusters Score -2849998 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -2850033.750000 Penalty: 11596.122070
	Iteration 26Q: 3 clusters Score -2850034 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -2850078.000000 Penalty: 11596.122070
	Iteration 27Q: 3 clusters Score -2850078 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -2850113.000000 Penalty: 11596.122070
	Iteration 28Q: 3 clusters Score -2850113 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -2850146.000000 Penalty: 11596.122070
	Iteration 29Q: 3 clusters Score -2850146 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -2850194.000000 Penalty: 11596.122070
	Iteration 30Q: 3 clusters Score -2850194 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -2850259.500000 Penalty: 11596.122070
	Iteration 31Q: 3 clusters Score -2850260 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -2850321.750000 Penalty: 11596.122070
	Iteration 32Q: 3 clusters Score -2850322 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -2850378.250000 Penalty: 11596.122070
	Iteration 33Q: 3 clusters Score -2850378 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -2850455.000000 Penalty: 11596.122070
	Iteration 34Q: 3 clusters Score -2850455 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -2850513.250000 Penalty: 11596.122070
	Iteration 35Q: 3 clusters Score -2850513 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -2850577.250000 Penalty: 11596.122070
	Iteration 36Q: 3 clusters Score -2850577 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -2850646.250000 Penalty: 11596.122070
	Iteration 37Q: 3 clusters Score -2850646 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -2850701.500000 Penalty: 11596.122070
	Iteration 38Q: 3 clusters Score -2850702 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -2850768.000000 Penalty: 11596.122070
	Iteration 39Q: 3 clusters Score -2850768 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -2850821.500000 Penalty: 11596.122070
	Iteration 40F: 3 clusters Score -2850822 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -2850887.250000 Penalty: 11596.122070
	Iteration 41Q: 3 clusters Score -2850887 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -2850960.000000 Penalty: 11596.122070
	Iteration 42Q: 3 clusters Score -2850960 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -2851024.750000 Penalty: 11596.122070
	Iteration 43Q: 3 clusters Score -2851025 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -2851102.000000 Penalty: 11596.122070
	Iteration 44Q: 3 clusters Score -2851102 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -2851174.000000 Penalty: 11596.122070
	Iteration 45Q: 3 clusters Score -2851174 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -2851257.000000 Penalty: 11596.122070
	Iteration 46Q: 3 clusters Score -2851257 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -2851337.000000 Penalty: 11596.122070
	Iteration 47Q: 3 clusters Score -2851337 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -2851413.250000 Penalty: 11596.122070
	Iteration 48Q: 3 clusters Score -2851413 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -2851495.500000 Penalty: 11596.122070
	Iteration 49Q: 3 clusters Score -2851496 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -2851557.250000 Penalty: 11596.122070
	Iteration 50Q: 3 clusters Score -2851557 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -2851607.750000 Penalty: 11596.122070
	Iteration 51Q: 3 clusters Score -2851608 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -2851651.750000 Penalty: 11596.122070
	Iteration 52Q: 3 clusters Score -2851652 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -2851711.750000 Penalty: 11596.122070
	Iteration 53Q: 3 clusters Score -2851712 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -2851748.500000 Penalty: 11596.122070
	Iteration 54Q: 3 clusters Score -2851748 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -2851799.250000 Penalty: 11596.122070
	Iteration 55Q: 3 clusters Score -2851799 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -2851841.500000 Penalty: 11596.122070
	Iteration 56Q: 3 clusters Score -2851842 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -2851885.250000 Penalty: 11596.122070
	Iteration 57Q: 3 clusters Score -2851885 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -2851920.500000 Penalty: 11596.122070
	Iteration 58Q: 3 clusters Score -2851920 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -2851948.500000 Penalty: 11596.122070
	Iteration 59Q: 3 clusters Score -2851948 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -2851977.250000 Penalty: 11596.122070
	Iteration 60F: 3 clusters Score -2851977 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -2852005.750000 Penalty: 11596.122070
	Iteration 61Q: 3 clusters Score -2852006 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -2852029.750000 Penalty: 11596.122070
	Iteration 62Q: 3 clusters Score -2852030 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -2852053.250000 Penalty: 11596.122070
	Iteration 63Q: 3 clusters Score -2852053 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -2852085.250000 Penalty: 11596.122070
	Iteration 64Q: 3 clusters Score -2852085 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -2852099.500000 Penalty: 11596.122070
	Iteration 65Q: 3 clusters Score -2852100 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -2852112.000000 Penalty: 11596.122070
	Iteration 66Q: 3 clusters Score -2852112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -2852116.000000 Penalty: 11596.122070
	Iteration 67Q: 3 clusters Score -2852116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -2852117.000000 Penalty: 11596.122070
	Iteration 68Q: 3 clusters Score -2852117 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -2852123.500000 Penalty: 11596.122070
	Iteration 69Q: 3 clusters Score -2852124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -2852129.750000 Penalty: 11596.122070
	Iteration 70Q: 3 clusters Score -2852130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -2852139.000000 Penalty: 11596.122070
	Iteration 71Q: 3 clusters Score -2852139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -2852142.500000 Penalty: 11596.122070
	Iteration 72Q: 3 clusters Score -2852142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -2852151.500000 Penalty: 11596.122070
	Iteration 73Q: 3 clusters Score -2852152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -2852157.000000 Penalty: 11596.122070
	Iteration 74Q: 3 clusters Score -2852157 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -2852160.000000 Penalty: 11596.122070
	Iteration 75Q: 3 clusters Score -2852160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -2852175.500000 Penalty: 11596.122070
	Iteration 76Q: 3 clusters Score -2852176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -2852175.250000 Penalty: 11596.122070
	Iteration 77Q: 3 clusters Score -2852175 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -2852180.750000 Penalty: 11596.122070
	Iteration 78Q: 3 clusters Score -2852181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -2852190.250000 Penalty: 11596.122070
	Iteration 79Q: 3 clusters Score -2852190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -2852188.500000 Penalty: 11596.122070
	Iteration 80F: 3 clusters Score -2852188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -2852189.500000 Penalty: 11596.122070
	Iteration 81Q: 3 clusters Score -2852190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -2852192.500000 Penalty: 11596.122070
	Iteration 82Q: 3 clusters Score -2852192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -2852190.750000 Penalty: 11596.122070
	Iteration 83Q: 3 clusters Score -2852191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -2852190.750000 Penalty: 11596.122070
	Iteration 84F: 3 clusters Score -2852191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Entering Unmasked Estep 
Score: -280598.000000 Penalty: 4398.258789
	Iteration 0F: 2 clusters Score -280598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -276245.156250 Penalty: 8796.517578
	Iteration 0F: 3 clusters Score -276245.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -276656.781250 Penalty: 8796.517578
	Iteration 1F: 3 clusters Score -276656.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -276803.406250 Penalty: 8796.517578
	Iteration 2F: 3 clusters Score -276803.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -276931.843750 Penalty: 8796.517578
	Iteration 3Q: 3 clusters Score -276931.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -277023.250000 Penalty: 8796.517578
	Iteration 4Q: 3 clusters Score -277023.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -277131.281250 Penalty: 8796.517578
	Iteration 5Q: 3 clusters Score -277131.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -277238.375000 Penalty: 8796.517578
	Iteration 6Q: 3 clusters Score -277238.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -277339.968750 Penalty: 8796.517578
	Iteration 7Q: 3 clusters Score -277340 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -277404.937500 Penalty: 8796.517578
	Iteration 8Q: 3 clusters Score -277404.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -277476.093750 Penalty: 8796.517578
	Iteration 9Q: 3 clusters Score -277476.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -277555.156250 Penalty: 8796.517578
	Iteration 10Q: 3 clusters Score -277555.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -277664.031250 Penalty: 8796.517578
	Iteration 11Q: 3 clusters Score -277664 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -277936.843750 Penalty: 8796.517578
	Iteration 12Q: 3 clusters Score -277936.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -278085.281250 Penalty: 8796.517578
	Iteration 13Q: 3 clusters Score -278085.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -278191.156250 Penalty: 8796.517578
	Iteration 14Q: 3 clusters Score -278191.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -278269.437500 Penalty: 8796.517578
	Iteration 15Q: 3 clusters Score -278269.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -278328.593750 Penalty: 8796.517578
	Iteration 16Q: 3 clusters Score -278328.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -278390.031250 Penalty: 8796.517578
	Iteration 17Q: 3 clusters Score -278390 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -278449.656250 Penalty: 8796.517578
	Iteration 18Q: 3 clusters Score -278449.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -278506.125000 Penalty: 8796.517578
	Iteration 19Q: 3 clusters Score -278506.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -278578.593750 Penalty: 8796.517578
	Iteration 20F: 3 clusters Score -278578.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -278708.625000 Penalty: 8796.517578
	Iteration 21Q: 3 clusters Score -278708.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -278987.343750 Penalty: 8796.517578
	Iteration 22Q: 3 clusters Score -278987.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -279167.218750 Penalty: 8796.517578
	Iteration 23Q: 3 clusters Score -279167.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -279224.312500 Penalty: 8796.517578
	Iteration 24Q: 3 clusters Score -279224.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -279253.750000 Penalty: 8796.517578
	Iteration 25Q: 3 clusters Score -279253.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -279269.437500 Penalty: 8796.517578
	Iteration 26Q: 3 clusters Score -279269.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -279280.156250 Penalty: 8796.517578
	Iteration 27Q: 3 clusters Score -279280.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -279281.812500 Penalty: 8796.517578
	Iteration 28Q: 3 clusters Score -279281.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -279284.656250 Penalty: 8796.517578
	Iteration 29Q: 3 clusters Score -279284.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -279284.656250 Penalty: 8796.517578
	Iteration 30F: 3 clusters Score -279284.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (30923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30923 members 
Entering Unmasked Estep 
Score: -6889110.000000 Penalty: 6332.793945
	Iteration 0F: 2 clusters Score -6889110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -6865435.500000 Penalty: 12665.587891
	Iteration 0F: 3 clusters Score -6865436 nChanged 13133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -6872401.500000 Penalty: 12665.587891
	Iteration 1F: 3 clusters Score -6872402 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -6873162.500000 Penalty: 12665.587891
	Iteration 2F: 3 clusters Score -6873162 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -6873788.000000 Penalty: 12665.587891
	Iteration 3Q: 3 clusters Score -6873788 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -6874223.000000 Penalty: 12665.587891
	Iteration 4Q: 3 clusters Score -6874223 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -6874582.000000 Penalty: 12665.587891
	Iteration 5Q: 3 clusters Score -6874582 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -6874904.500000 Penalty: 12665.587891
	Iteration 6Q: 3 clusters Score -6874904 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -6875233.500000 Penalty: 12665.587891
	Iteration 7Q: 3 clusters Score -6875234 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -6875549.000000 Penalty: 12665.587891
	Iteration 8Q: 3 clusters Score -6875549 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -6875766.000000 Penalty: 12665.587891
	Iteration 9Q: 3 clusters Score -6875766 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -6876039.000000 Penalty: 12665.587891
	Iteration 10Q: 3 clusters Score -6876039 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -6876334.500000 Penalty: 12665.587891
	Iteration 11Q: 3 clusters Score -6876334 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -6876558.500000 Penalty: 12665.587891
	Iteration 12Q: 3 clusters Score -6876558 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -6876844.000000 Penalty: 12665.587891
	Iteration 13Q: 3 clusters Score -6876844 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -6877185.000000 Penalty: 12665.587891
	Iteration 14Q: 3 clusters Score -6877185 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -6877565.500000 Penalty: 12665.587891
	Iteration 15Q: 3 clusters Score -6877566 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -6877925.000000 Penalty: 12665.587891
	Iteration 16Q: 3 clusters Score -6877925 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -6878355.000000 Penalty: 12665.587891
	Iteration 17Q: 3 clusters Score -6878355 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -6878801.500000 Penalty: 12665.587891
	Iteration 18Q: 3 clusters Score -6878802 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -6879295.500000 Penalty: 12665.587891
	Iteration 19Q: 3 clusters Score -6879296 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -6879762.500000 Penalty: 12665.587891
	Iteration 20F: 3 clusters Score -6879762 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 22246 members 
Entering Unmasked Estep 
Score: -6880250.000000 Penalty: 12665.587891
	Iteration 21Q: 3 clusters Score -6880250 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -6880654.000000 Penalty: 12665.587891
	Iteration 22Q: 3 clusters Score -6880654 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -6881050.500000 Penalty: 12665.587891
	Iteration 23Q: 3 clusters Score -6881050 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 24145 members 
Entering Unmasked Estep 
Score: -6881417.500000 Penalty: 12665.587891
	Iteration 24Q: 3 clusters Score -6881418 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -6881708.500000 Penalty: 12665.587891
	Iteration 25Q: 3 clusters Score -6881708 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 25130 members 
Entering Unmasked Estep 
Score: -6882000.000000 Penalty: 12665.587891
	Iteration 26Q: 3 clusters Score -6882000 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -6882351.500000 Penalty: 12665.587891
	Iteration 27Q: 3 clusters Score -6882352 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -6882634.500000 Penalty: 12665.587891
	Iteration 28Q: 3 clusters Score -6882634 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -6882850.000000 Penalty: 12665.587891
	Iteration 29Q: 3 clusters Score -6882850 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 26663 members 
Entering Unmasked Estep 
Score: -6883018.000000 Penalty: 12665.587891
	Iteration 30Q: 3 clusters Score -6883018 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 26890 members 
Entering Unmasked Estep 
Score: -6883142.500000 Penalty: 12665.587891
	Iteration 31Q: 3 clusters Score -6883142 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -6883216.000000 Penalty: 12665.587891
	Iteration 32Q: 3 clusters Score -6883216 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 27258 members 
Entering Unmasked Estep 
Score: -6883310.500000 Penalty: 12665.587891
	Iteration 33Q: 3 clusters Score -6883310 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -6883372.000000 Penalty: 12665.587891
	Iteration 34Q: 3 clusters Score -6883372 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -6883432.000000 Penalty: 12665.587891
	Iteration 35Q: 3 clusters Score -6883432 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 27620 members 
Entering Unmasked Estep 
Score: -6883461.000000 Penalty: 12665.587891
	Iteration 36Q: 3 clusters Score -6883461 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 27703 members 
Entering Unmasked Estep 
Score: -6883491.000000 Penalty: 12665.587891
	Iteration 37Q: 3 clusters Score -6883491 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 27777 members 
Entering Unmasked Estep 
Score: -6883522.500000 Penalty: 12665.587891
	Iteration 38Q: 3 clusters Score -6883522 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 27843 members 
Entering Unmasked Estep 
Score: -6883553.500000 Penalty: 12665.587891
	Iteration 39Q: 3 clusters Score -6883554 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 27897 members 
Entering Unmasked Estep 
Score: -6883571.000000 Penalty: 12665.587891
	Iteration 40F: 3 clusters Score -6883571 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 27959 members 
Entering Unmasked Estep 
Score: -6883592.000000 Penalty: 12665.587891
	Iteration 41Q: 3 clusters Score -6883592 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 28005 members 
Entering Unmasked Estep 
Score: -6883627.500000 Penalty: 12665.587891
	Iteration 42Q: 3 clusters Score -6883628 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -6883628.000000 Penalty: 12665.587891
	Iteration 43Q: 3 clusters Score -6883628 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 28081 members 
Entering Unmasked Estep 
Score: -6883637.500000 Penalty: 12665.587891
	Iteration 44Q: 3 clusters Score -6883638 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
Score: -6883661.500000 Penalty: 12665.587891
	Iteration 45Q: 3 clusters Score -6883662 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 28147 members 
Entering Unmasked Estep 
Score: -6883666.500000 Penalty: 12665.587891
	Iteration 46Q: 3 clusters Score -6883666 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 28177 members 
Entering Unmasked Estep 
Score: -6883681.000000 Penalty: 12665.587891
	Iteration 47Q: 3 clusters Score -6883681 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 28198 members 
Entering Unmasked Estep 
Score: -6883686.000000 Penalty: 12665.587891
	Iteration 48Q: 3 clusters Score -6883686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 28216 members 
Entering Unmasked Estep 
Score: -6883701.500000 Penalty: 12665.587891
	Iteration 49Q: 3 clusters Score -6883702 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 28233 members 
Entering Unmasked Estep 
Score: -6883710.000000 Penalty: 12665.587891
	Iteration 50Q: 3 clusters Score -6883710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 28252 members 
Entering Unmasked Estep 
Score: -6883708.000000 Penalty: 12665.587891
	Iteration 51Q: 3 clusters Score -6883708 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 28269 members 
Entering Unmasked Estep 
Score: -6883708.000000 Penalty: 12665.587891
	Iteration 52Q: 3 clusters Score -6883708 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -6883721.000000 Penalty: 12665.587891
	Iteration 53Q: 3 clusters Score -6883721 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 28309 members 
Entering Unmasked Estep 
Score: -6883739.000000 Penalty: 12665.587891
	Iteration 54Q: 3 clusters Score -6883739 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 28337 members 
Entering Unmasked Estep 
Score: -6883746.500000 Penalty: 12665.587891
	Iteration 55Q: 3 clusters Score -6883746 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 28362 members 
Entering Unmasked Estep 
Score: -6883761.000000 Penalty: 12665.587891
	Iteration 56Q: 3 clusters Score -6883761 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 28382 members 
Entering Unmasked Estep 
Score: -6883771.500000 Penalty: 12665.587891
	Iteration 57Q: 3 clusters Score -6883772 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 28399 members 
Entering Unmasked Estep 
Score: -6883782.500000 Penalty: 12665.587891
	Iteration 58Q: 3 clusters Score -6883782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 28418 members 
Entering Unmasked Estep 
Score: -6883785.500000 Penalty: 12665.587891
	Iteration 59Q: 3 clusters Score -6883786 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 28434 members 
Entering Unmasked Estep 
Score: -6883794.500000 Penalty: 12665.587891
	Iteration 60F: 3 clusters Score -6883794 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
Score: -6883792.000000 Penalty: 12665.587891
	Iteration 61Q: 3 clusters Score -6883792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 28463 members 
Entering Unmasked Estep 
Score: -6883786.000000 Penalty: 12665.587891
	Iteration 62Q: 3 clusters Score -6883786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 28477 members 
Entering Unmasked Estep 
Score: -6883791.000000 Penalty: 12665.587891
	Iteration 63Q: 3 clusters Score -6883791 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -6883786.000000 Penalty: 12665.587891
	Iteration 64Q: 3 clusters Score -6883786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 28499 members 
Entering Unmasked Estep 
Score: -6883808.000000 Penalty: 12665.587891
	Iteration 65Q: 3 clusters Score -6883808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 28510 members 
Entering Unmasked Estep 
Score: -6883808.000000 Penalty: 12665.587891
	Iteration 66Q: 3 clusters Score -6883808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 28524 members 
Entering Unmasked Estep 
Score: -6883809.500000 Penalty: 12665.587891
	Iteration 67Q: 3 clusters Score -6883810 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 28543 members 
Entering Unmasked Estep 
Score: -6883815.000000 Penalty: 12665.587891
	Iteration 68Q: 3 clusters Score -6883815 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -6883838.500000 Penalty: 12665.587891
	Iteration 69Q: 3 clusters Score -6883838 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 28587 members 
Entering Unmasked Estep 
Score: -6883844.000000 Penalty: 12665.587891
	Iteration 70Q: 3 clusters Score -6883844 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 28604 members 
Entering Unmasked Estep 
Score: -6883850.000000 Penalty: 12665.587891
	Iteration 71Q: 3 clusters Score -6883850 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 28624 members 
Entering Unmasked Estep 
Score: -6883851.500000 Penalty: 12665.587891
	Iteration 72Q: 3 clusters Score -6883852 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 28644 members 
Entering Unmasked Estep 
Score: -6883855.500000 Penalty: 12665.587891
	Iteration 73Q: 3 clusters Score -6883856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -6883856.500000 Penalty: 12665.587891
	Iteration 74Q: 3 clusters Score -6883856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 28658 members 
Entering Unmasked Estep 
Score: -6883865.500000 Penalty: 12665.587891
	Iteration 75Q: 3 clusters Score -6883866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 28663 members 
Entering Unmasked Estep 
Score: -6883864.000000 Penalty: 12665.587891
	Iteration 76Q: 3 clusters Score -6883864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 28672 members 
Entering Unmasked Estep 
Score: -6883875.000000 Penalty: 12665.587891
	Iteration 77Q: 3 clusters Score -6883875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 28681 members 
Entering Unmasked Estep 
Score: -6883868.500000 Penalty: 12665.587891
	Iteration 78Q: 3 clusters Score -6883868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 28690 members 
Entering Unmasked Estep 
Score: -6883869.500000 Penalty: 12665.587891
	Iteration 79Q: 3 clusters Score -6883870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 28703 members 
Entering Unmasked Estep 
Score: -6883883.000000 Penalty: 12665.587891
	Iteration 80F: 3 clusters Score -6883883 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 28717 members 
Entering Unmasked Estep 
Score: -6883884.500000 Penalty: 12665.587891
	Iteration 81Q: 3 clusters Score -6883884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 28724 members 
Entering Unmasked Estep 
Score: -6883884.000000 Penalty: 12665.587891
	Iteration 82Q: 3 clusters Score -6883884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 28731 members 
Entering Unmasked Estep 
Score: -6883894.000000 Penalty: 12665.587891
	Iteration 83Q: 3 clusters Score -6883894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 28735 members 
Entering Unmasked Estep 
Score: -6883901.000000 Penalty: 12665.587891
	Iteration 84Q: 3 clusters Score -6883901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 28742 members 
Entering Unmasked Estep 
Score: -6883906.000000 Penalty: 12665.587891
	Iteration 85Q: 3 clusters Score -6883906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 28750 members 
Entering Unmasked Estep 
Score: -6883914.000000 Penalty: 12665.587891
	Iteration 86Q: 3 clusters Score -6883914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 28757 members 
Entering Unmasked Estep 
Score: -6883908.500000 Penalty: 12665.587891
	Iteration 87Q: 3 clusters Score -6883908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 28761 members 
Entering Unmasked Estep 
Score: -6883910.000000 Penalty: 12665.587891
	Iteration 88Q: 3 clusters Score -6883910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 28765 members 
Entering Unmasked Estep 
Score: -6883904.500000 Penalty: 12665.587891
	Iteration 89Q: 3 clusters Score -6883904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 28771 members 
Entering Unmasked Estep 
Score: -6883910.500000 Penalty: 12665.587891
	Iteration 90Q: 3 clusters Score -6883910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 28775 members 
Entering Unmasked Estep 
Score: -6883919.000000 Penalty: 12665.587891
	Iteration 91Q: 3 clusters Score -6883919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 28775 members 
Entering Unmasked Estep 
Score: -6883919.000000 Penalty: 12665.587891
	Iteration 92F: 3 clusters Score -6883919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -252086.953125 Penalty: 4326.117188
	Iteration 0F: 2 clusters Score -252087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -247806.015625 Penalty: 8652.234375
	Iteration 0F: 3 clusters Score -247806 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -248206.359375 Penalty: 8652.234375
	Iteration 1F: 3 clusters Score -248206.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -248345.125000 Penalty: 8652.234375
	Iteration 2F: 3 clusters Score -248345.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -248405.859375 Penalty: 8652.234375
	Iteration 3Q: 3 clusters Score -248405.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -248419.718750 Penalty: 8652.234375
	Iteration 4Q: 3 clusters Score -248419.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -248439.187500 Penalty: 8652.234375
	Iteration 5Q: 3 clusters Score -248439.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -248463.046875 Penalty: 8652.234375
	Iteration 6Q: 3 clusters Score -248463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -248487.328125 Penalty: 8652.234375
	Iteration 7Q: 3 clusters Score -248487.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -248507.703125 Penalty: 8652.234375
	Iteration 8Q: 3 clusters Score -248507.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -248522.390625 Penalty: 8652.234375
	Iteration 9Q: 3 clusters Score -248522.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -248536.609375 Penalty: 8652.234375
	Iteration 10Q: 3 clusters Score -248536.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -248546.578125 Penalty: 8652.234375
	Iteration 11Q: 3 clusters Score -248546.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -248562.078125 Penalty: 8652.234375
	Iteration 12Q: 3 clusters Score -248562.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -248573.109375 Penalty: 8652.234375
	Iteration 13Q: 3 clusters Score -248573.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -248584.296875 Penalty: 8652.234375
	Iteration 14Q: 3 clusters Score -248584.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -248605.250000 Penalty: 8652.234375
	Iteration 15Q: 3 clusters Score -248605.2 nChanged 9
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: -248631.906250 Penalty: 8652.234375
	Iteration 16Q: 3 clusters Score -248631.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -248679.734375 Penalty: 8652.234375
	Iteration 17Q: 3 clusters Score -248679.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -248830.578125 Penalty: 8652.234375
	Iteration 18Q: 3 clusters Score -248830.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -248994.359375 Penalty: 8652.234375
	Iteration 19Q: 3 clusters Score -248994.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -249043.656250 Penalty: 8652.234375
	Iteration 20F: 3 clusters Score -249043.7 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: -249062.875000 Penalty: 8652.234375
	Iteration 21Q: 3 clusters Score -249062.9 nChanged 5
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: -249074.437500 Penalty: 8652.234375
	Iteration 22Q: 3 clusters Score -249074.4 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: -249074.437500 Penalty: 8652.234375
	Iteration 23F: 3 clusters Score -249074.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (52039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52039 members 
Entering Unmasked Estep 
Score: -11706859.000000 Penalty: 6651.596191
	Iteration 0F: 2 clusters Score -1.170686e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26092 members 
Mstep: Class 2 contains 25947 members 
Entering Unmasked Estep 
Score: -11669794.000000 Penalty: 13303.192383
	Iteration 0F: 3 clusters Score -1.166979e+07 nChanged 23007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -11682047.000000 Penalty: 13303.192383
	Iteration 1F: 3 clusters Score -1.168205e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26088 members 
Mstep: Class 2 contains 25951 members 
Entering Unmasked Estep 
Score: -11683100.000000 Penalty: 13303.192383
	Iteration 2F: 3 clusters Score -1.16831e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26103 members 
Mstep: Class 2 contains 25936 members 
Entering Unmasked Estep 
Score: -11684143.000000 Penalty: 13303.192383
	Iteration 3Q: 3 clusters Score -1.168414e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26101 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -11685088.000000 Penalty: 13303.192383
	Iteration 4Q: 3 clusters Score -1.168509e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 25931 members 
Entering Unmasked Estep 
Score: -11686059.000000 Penalty: 13303.192383
	Iteration 5Q: 3 clusters Score -1.168606e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 25944 members 
Entering Unmasked Estep 
Score: -11687143.000000 Penalty: 13303.192383
	Iteration 6Q: 3 clusters Score -1.168714e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 25912 members 
Entering Unmasked Estep 
Score: -11688148.000000 Penalty: 13303.192383
	Iteration 7Q: 3 clusters Score -1.168815e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -11689001.000000 Penalty: 13303.192383
	Iteration 8Q: 3 clusters Score -1.1689e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26447 members 
Mstep: Class 2 contains 25592 members 
Entering Unmasked Estep 
Score: -11689804.000000 Penalty: 13303.192383
	Iteration 9Q: 3 clusters Score -1.16898e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26861 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -11690487.000000 Penalty: 13303.192383
	Iteration 10Q: 3 clusters Score -1.169049e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 24606 members 
Entering Unmasked Estep 
Score: -11691195.000000 Penalty: 13303.192383
	Iteration 11Q: 3 clusters Score -1.16912e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
Score: -11691865.000000 Penalty: 13303.192383
	Iteration 12Q: 3 clusters Score -1.169186e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29302 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -11692652.000000 Penalty: 13303.192383
	Iteration 13Q: 3 clusters Score -1.169265e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30586 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -11693639.000000 Penalty: 13303.192383
	Iteration 14Q: 3 clusters Score -1.169364e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32060 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -11694863.000000 Penalty: 13303.192383
	Iteration 15Q: 3 clusters Score -1.169486e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33556 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -11696048.000000 Penalty: 13303.192383
	Iteration 16Q: 3 clusters Score -1.169605e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35068 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -11697163.000000 Penalty: 13303.192383
	Iteration 17Q: 3 clusters Score -1.169716e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36521 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -11698152.000000 Penalty: 13303.192383
	Iteration 18Q: 3 clusters Score -1.169815e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37874 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -11698987.000000 Penalty: 13303.192383
	Iteration 19Q: 3 clusters Score -1.169899e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39133 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -11699712.000000 Penalty: 13303.192383
	Iteration 20F: 3 clusters Score -1.169971e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40274 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -11700422.000000 Penalty: 13303.192383
	Iteration 21Q: 3 clusters Score -1.170042e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41265 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -11701002.000000 Penalty: 13303.192383
	Iteration 22Q: 3 clusters Score -1.1701e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42082 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -11701501.000000 Penalty: 13303.192383
	Iteration 23Q: 3 clusters Score -1.17015e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42755 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -11701858.000000 Penalty: 13303.192383
	Iteration 24Q: 3 clusters Score -1.170186e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43313 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -11702139.000000 Penalty: 13303.192383
	Iteration 25Q: 3 clusters Score -1.170214e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43800 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -11702348.000000 Penalty: 13303.192383
	Iteration 26Q: 3 clusters Score -1.170235e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44199 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -11702589.000000 Penalty: 13303.192383
	Iteration 27Q: 3 clusters Score -1.170259e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44527 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -11702704.000000 Penalty: 13303.192383
	Iteration 28Q: 3 clusters Score -1.17027e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44768 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -11702839.000000 Penalty: 13303.192383
	Iteration 29Q: 3 clusters Score -1.170284e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44967 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -11702914.000000 Penalty: 13303.192383
	Iteration 30Q: 3 clusters Score -1.170291e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45135 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -11702941.000000 Penalty: 13303.192383
	Iteration 31Q: 3 clusters Score -1.170294e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45266 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -11703019.000000 Penalty: 13303.192383
	Iteration 32Q: 3 clusters Score -1.170302e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45393 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -11703076.000000 Penalty: 13303.192383
	Iteration 33Q: 3 clusters Score -1.170308e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45527 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -11703130.000000 Penalty: 13303.192383
	Iteration 34Q: 3 clusters Score -1.170313e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45643 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -11703166.000000 Penalty: 13303.192383
	Iteration 35Q: 3 clusters Score -1.170317e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45766 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -11703203.000000 Penalty: 13303.192383
	Iteration 36Q: 3 clusters Score -1.17032e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45901 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -11703315.000000 Penalty: 13303.192383
	Iteration 37Q: 3 clusters Score -1.170332e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46045 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -11703405.000000 Penalty: 13303.192383
	Iteration 38Q: 3 clusters Score -1.17034e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46210 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -11703574.000000 Penalty: 13303.192383
	Iteration 39Q: 3 clusters Score -1.170357e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46375 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -11703759.000000 Penalty: 13303.192383
	Iteration 40F: 3 clusters Score -1.170376e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46537 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -11703895.000000 Penalty: 13303.192383
	Iteration 41Q: 3 clusters Score -1.17039e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46674 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -11704011.000000 Penalty: 13303.192383
	Iteration 42Q: 3 clusters Score -1.170401e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46771 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -11704068.000000 Penalty: 13303.192383
	Iteration 43Q: 3 clusters Score -1.170407e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46846 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -11704076.000000 Penalty: 13303.192383
	Iteration 44Q: 3 clusters Score -1.170408e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46903 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -11704105.000000 Penalty: 13303.192383
	Iteration 45Q: 3 clusters Score -1.17041e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46941 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -11704114.000000 Penalty: 13303.192383
	Iteration 46Q: 3 clusters Score -1.170411e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46975 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -11704134.000000 Penalty: 13303.192383
	Iteration 47Q: 3 clusters Score -1.170413e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46992 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -11704124.000000 Penalty: 13303.192383
	Iteration 48Q: 3 clusters Score -1.170412e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47003 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -11704118.000000 Penalty: 13303.192383
	Iteration 49Q: 3 clusters Score -1.170412e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47009 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -11704117.000000 Penalty: 13303.192383
	Iteration 50Q: 3 clusters Score -1.170412e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47014 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -11704123.000000 Penalty: 13303.192383
	Iteration 51Q: 3 clusters Score -1.170412e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47016 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -11704126.000000 Penalty: 13303.192383
	Iteration 52Q: 3 clusters Score -1.170413e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47018 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -11704123.000000 Penalty: 13303.192383
	Iteration 53Q: 3 clusters Score -1.170412e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47020 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -11704125.000000 Penalty: 13303.192383
	Iteration 54Q: 3 clusters Score -1.170412e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47020 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -11704125.000000 Penalty: 13303.192383
	Iteration 55F: 3 clusters Score -1.170412e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 15020 members 
Mstep: Class 3 contains 35753 members 
Mstep: Class 4 contains 61073 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 28984 members 
Mstep: Class 7 contains 8845 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 9490 members 
Mstep: Class 10 contains 32612 members 
Mstep: Class 11 contains 70961 members 
Mstep: Class 12 contains 9886 members 
Mstep: Class 13 contains 858 members 
Mstep: Class 14 contains 141260 members 
Mstep: Class 15 contains 7950 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8325 members 
Mstep: Class 18 contains 12700 members 
Mstep: Class 19 contains 61342 members 
Mstep: Class 20 contains 28161 members 
Mstep: Class 21 contains 69336 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4791 members 
Mstep: Class 24 contains 12916 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 30923 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 52039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157289168.000000 Penalty: 231244.984375
Iteration 119Q: 29 clusters Score -1.572892e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 15022 members 
Mstep: Class 3 contains 35753 members 
Mstep: Class 4 contains 61070 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 28984 members 
Mstep: Class 7 contains 8845 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 9490 members 
Mstep: Class 10 contains 32612 members 
Mstep: Class 11 contains 70961 members 
Mstep: Class 12 contains 9887 members 
Mstep: Class 13 contains 858 members 
Mstep: Class 14 contains 141258 members 
Mstep: Class 15 contains 7950 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8325 members 
Mstep: Class 18 contains 12700 members 
Mstep: Class 19 contains 61342 members 
Mstep: Class 20 contains 28161 members 
Mstep: Class 21 contains 69336 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4790 members 
Mstep: Class 24 contains 12911 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 30928 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 52042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157289200.000000 Penalty: 231244.984375
Iteration 120F: 29 clusters Score -1.572892e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 15022 members 
Mstep: Class 3 contains 35753 members 
Mstep: Class 4 contains 61069 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 28984 members 
Mstep: Class 7 contains 8845 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 9490 members 
Mstep: Class 10 contains 32612 members 
Mstep: Class 11 contains 70961 members 
Mstep: Class 12 contains 9887 members 
Mstep: Class 13 contains 858 members 
Mstep: Class 14 contains 141254 members 
Mstep: Class 15 contains 7950 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8325 members 
Mstep: Class 18 contains 12700 members 
Mstep: Class 19 contains 61341 members 
Mstep: Class 20 contains 28161 members 
Mstep: Class 21 contains 69337 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4790 members 
Mstep: Class 24 contains 12908 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 30932 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 52046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157289232.000000 Penalty: 231244.984375
Iteration 121Q: 29 clusters Score -1.572892e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 15022 members 
Mstep: Class 3 contains 35753 members 
Mstep: Class 4 contains 61069 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 28983 members 
Mstep: Class 7 contains 8845 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 9490 members 
Mstep: Class 10 contains 32612 members 
Mstep: Class 11 contains 70961 members 
Mstep: Class 12 contains 9887 members 
Mstep: Class 13 contains 858 members 
Mstep: Class 14 contains 141252 members 
Mstep: Class 15 contains 7949 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8325 members 
Mstep: Class 18 contains 12699 members 
Mstep: Class 19 contains 61341 members 
Mstep: Class 20 contains 28161 members 
Mstep: Class 21 contains 69338 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4790 members 
Mstep: Class 24 contains 12905 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 30936 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 52050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157289216.000000 Penalty: 231244.984375
Iteration 122Q: 29 clusters Score -1.572892e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 15022 members 
Mstep: Class 3 contains 35753 members 
Mstep: Class 4 contains 61069 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 28981 members 
Mstep: Class 7 contains 8845 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 9490 members 
Mstep: Class 10 contains 32614 members 
Mstep: Class 11 contains 70961 members 
Mstep: Class 12 contains 9887 members 
Mstep: Class 13 contains 858 members 
Mstep: Class 14 contains 141251 members 
Mstep: Class 15 contains 7950 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8325 members 
Mstep: Class 18 contains 12699 members 
Mstep: Class 19 contains 61341 members 
Mstep: Class 20 contains 28161 members 
Mstep: Class 21 contains 69340 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4790 members 
Mstep: Class 24 contains 12898 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 30941 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 52050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157289248.000000 Penalty: 231244.984375
Iteration 123Q: 29 clusters Score -1.572892e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 15021 members 
Mstep: Class 3 contains 35753 members 
Mstep: Class 4 contains 61068 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 28981 members 
Mstep: Class 7 contains 8845 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 9490 members 
Mstep: Class 10 contains 32616 members 
Mstep: Class 11 contains 70962 members 
Mstep: Class 12 contains 9886 members 
Mstep: Class 13 contains 858 members 
Mstep: Class 14 contains 141250 members 
Mstep: Class 15 contains 7951 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8325 members 
Mstep: Class 18 contains 12699 members 
Mstep: Class 19 contains 61341 members 
Mstep: Class 20 contains 28161 members 
Mstep: Class 21 contains 69340 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4790 members 
Mstep: Class 24 contains 12886 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 30954 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 52049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157289216.000000 Penalty: 231244.984375
Iteration 124Q: 29 clusters Score -1.572892e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 15019 members 
Mstep: Class 3 contains 35753 members 
Mstep: Class 4 contains 61068 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 28980 members 
Mstep: Class 7 contains 8846 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 9490 members 
Mstep: Class 10 contains 32616 members 
Mstep: Class 11 contains 70963 members 
Mstep: Class 12 contains 9885 members 
Mstep: Class 13 contains 858 members 
Mstep: Class 14 contains 141249 members 
Mstep: Class 15 contains 7950 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8325 members 
Mstep: Class 18 contains 12699 members 
Mstep: Class 19 contains 61341 members 
Mstep: Class 20 contains 28161 members 
Mstep: Class 21 contains 69340 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4790 members 
Mstep: Class 24 contains 12869 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 30974 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 52050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157289168.000000 Penalty: 231244.984375
Iteration 125Q: 29 clusters Score -1.572892e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 15018 members 
Mstep: Class 3 contains 35753 members 
Mstep: Class 4 contains 61068 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 28980 members 
Mstep: Class 7 contains 8847 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 9490 members 
Mstep: Class 10 contains 32616 members 
Mstep: Class 11 contains 70963 members 
Mstep: Class 12 contains 9885 members 
Mstep: Class 13 contains 858 members 
Mstep: Class 14 contains 141250 members 
Mstep: Class 15 contains 7950 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8325 members 
Mstep: Class 18 contains 12699 members 
Mstep: Class 19 contains 61341 members 
Mstep: Class 20 contains 28161 members 
Mstep: Class 21 contains 69340 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4790 members 
Mstep: Class 24 contains 12854 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 30985 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 52053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157289200.000000 Penalty: 231244.984375
Iteration 126Q: 29 clusters Score -1.572892e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 15018 members 
Mstep: Class 3 contains 35753 members 
Mstep: Class 4 contains 61067 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 28980 members 
Mstep: Class 7 contains 8848 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 9490 members 
Mstep: Class 10 contains 32615 members 
Mstep: Class 11 contains 70963 members 
Mstep: Class 12 contains 9885 members 
Mstep: Class 13 contains 858 members 
Mstep: Class 14 contains 141248 members 
Mstep: Class 15 contains 7949 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8324 members 
Mstep: Class 18 contains 12699 members 
Mstep: Class 19 contains 61341 members 
Mstep: Class 20 contains 28161 members 
Mstep: Class 21 contains 69340 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4790 members 
Mstep: Class 24 contains 12850 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 30993 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 52054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157289184.000000 Penalty: 231244.984375
Iteration 127Q: 29 clusters Score -1.572892e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 15018 members 
Mstep: Class 3 contains 35753 members 
Mstep: Class 4 contains 61067 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 28980 members 
Mstep: Class 7 contains 8849 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 9490 members 
Mstep: Class 10 contains 32615 members 
Mstep: Class 11 contains 70963 members 
Mstep: Class 12 contains 9886 members 
Mstep: Class 13 contains 858 members 
Mstep: Class 14 contains 141249 members 
Mstep: Class 15 contains 7948 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8322 members 
Mstep: Class 18 contains 12699 members 
Mstep: Class 19 contains 61341 members 
Mstep: Class 20 contains 28160 members 
Mstep: Class 21 contains 69341 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4790 members 
Mstep: Class 24 contains 12846 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 30997 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 52054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157289200.000000 Penalty: 231244.984375
Iteration 128Q: 29 clusters Score -1.572892e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 15018 members 
Mstep: Class 3 contains 35753 members 
Mstep: Class 4 contains 61066 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 28980 members 
Mstep: Class 7 contains 8850 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 9490 members 
Mstep: Class 10 contains 32616 members 
Mstep: Class 11 contains 70962 members 
Mstep: Class 12 contains 9884 members 
Mstep: Class 13 contains 858 members 
Mstep: Class 14 contains 141249 members 
Mstep: Class 15 contains 7947 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8322 members 
Mstep: Class 18 contains 12699 members 
Mstep: Class 19 contains 61341 members 
Mstep: Class 20 contains 28160 members 
Mstep: Class 21 contains 69341 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4790 members 
Mstep: Class 24 contains 12844 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 31002 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 52054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157289216.000000 Penalty: 231244.984375
Iteration 129Q: 29 clusters Score -1.572892e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 15018 members 
Mstep: Class 3 contains 35753 members 
Mstep: Class 4 contains 61065 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 28979 members 
Mstep: Class 7 contains 8852 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 9490 members 
Mstep: Class 10 contains 32617 members 
Mstep: Class 11 contains 70961 members 
Mstep: Class 12 contains 9884 members 
Mstep: Class 13 contains 858 members 
Mstep: Class 14 contains 141247 members 
Mstep: Class 15 contains 7946 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8323 members 
Mstep: Class 18 contains 12699 members 
Mstep: Class 19 contains 61341 members 
Mstep: Class 20 contains 28160 members 
Mstep: Class 21 contains 69341 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4790 members 
Mstep: Class 24 contains 12840 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 31006 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 52056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157289168.000000 Penalty: 231244.984375
Iteration 130Q: 29 clusters Score -1.572892e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 15018 members 
Mstep: Class 3 contains 35753 members 
Mstep: Class 4 contains 61065 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 28979 members 
Mstep: Class 7 contains 8851 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 9490 members 
Mstep: Class 10 contains 32617 members 
Mstep: Class 11 contains 70961 members 
Mstep: Class 12 contains 9885 members 
Mstep: Class 13 contains 858 members 
Mstep: Class 14 contains 141245 members 
Mstep: Class 15 contains 7944 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8324 members 
Mstep: Class 18 contains 12699 members 
Mstep: Class 19 contains 61341 members 
Mstep: Class 20 contains 28160 members 
Mstep: Class 21 contains 69342 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4789 members 
Mstep: Class 24 contains 12839 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 31009 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 52057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157289184.000000 Penalty: 231244.984375
Iteration 131Q: 29 clusters Score -1.572892e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 15018 members 
Mstep: Class 3 contains 35753 members 
Mstep: Class 4 contains 61066 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 28979 members 
Mstep: Class 7 contains 8849 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 9490 members 
Mstep: Class 10 contains 32617 members 
Mstep: Class 11 contains 70961 members 
Mstep: Class 12 contains 9885 members 
Mstep: Class 13 contains 858 members 
Mstep: Class 14 contains 141245 members 
Mstep: Class 15 contains 7944 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8325 members 
Mstep: Class 18 contains 12699 members 
Mstep: Class 19 contains 61341 members 
Mstep: Class 20 contains 28159 members 
Mstep: Class 21 contains 69341 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4790 members 
Mstep: Class 24 contains 12837 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 31011 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 52058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157289216.000000 Penalty: 231244.984375
Iteration 132Q: 29 clusters Score -1.572892e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 15018 members 
Mstep: Class 3 contains 35753 members 
Mstep: Class 4 contains 61065 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 28979 members 
Mstep: Class 7 contains 8849 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 9490 members 
Mstep: Class 10 contains 32617 members 
Mstep: Class 11 contains 70961 members 
Mstep: Class 12 contains 9884 members 
Mstep: Class 13 contains 858 members 
Mstep: Class 14 contains 141245 members 
Mstep: Class 15 contains 7944 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8325 members 
Mstep: Class 18 contains 12699 members 
Mstep: Class 19 contains 61341 members 
Mstep: Class 20 contains 28158 members 
Mstep: Class 21 contains 69342 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4791 members 
Mstep: Class 24 contains 12837 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 31012 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 52058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157289200.000000 Penalty: 231244.984375
Iteration 133Q: 29 clusters Score -1.572892e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 15018 members 
Mstep: Class 3 contains 35753 members 
Mstep: Class 4 contains 61065 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 28979 members 
Mstep: Class 7 contains 8849 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 9490 members 
Mstep: Class 10 contains 32617 members 
Mstep: Class 11 contains 70961 members 
Mstep: Class 12 contains 9884 members 
Mstep: Class 13 contains 858 members 
Mstep: Class 14 contains 141245 members 
Mstep: Class 15 contains 7944 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8325 members 
Mstep: Class 18 contains 12699 members 
Mstep: Class 19 contains 61341 members 
Mstep: Class 20 contains 28157 members 
Mstep: Class 21 contains 69342 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4794 members 
Mstep: Class 24 contains 12837 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 31012 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 52056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157289280.000000 Penalty: 231244.984375
Iteration 134Q: 29 clusters Score -1.572893e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 15018 members 
Mstep: Class 3 contains 35753 members 
Mstep: Class 4 contains 61065 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 28979 members 
Mstep: Class 7 contains 8849 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 9490 members 
Mstep: Class 10 contains 32616 members 
Mstep: Class 11 contains 70961 members 
Mstep: Class 12 contains 9884 members 
Mstep: Class 13 contains 858 members 
Mstep: Class 14 contains 141244 members 
Mstep: Class 15 contains 7944 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8325 members 
Mstep: Class 18 contains 12698 members 
Mstep: Class 19 contains 61341 members 
Mstep: Class 20 contains 28156 members 
Mstep: Class 21 contains 69342 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4797 members 
Mstep: Class 24 contains 12837 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 31011 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 52058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157289184.000000 Penalty: 231244.984375
Iteration 135Q: 29 clusters Score -1.572892e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 15017 members 
Mstep: Class 3 contains 35753 members 
Mstep: Class 4 contains 61065 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 28979 members 
Mstep: Class 7 contains 8849 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 9490 members 
Mstep: Class 10 contains 32616 members 
Mstep: Class 11 contains 70961 members 
Mstep: Class 12 contains 9884 members 
Mstep: Class 13 contains 858 members 
Mstep: Class 14 contains 141244 members 
Mstep: Class 15 contains 7944 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8325 members 
Mstep: Class 18 contains 12698 members 
Mstep: Class 19 contains 61341 members 
Mstep: Class 20 contains 28154 members 
Mstep: Class 21 contains 69342 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4801 members 
Mstep: Class 24 contains 12837 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 31010 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 52058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157289200.000000 Penalty: 231244.984375
Iteration 136Q: 29 clusters Score -1.572892e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 15017 members 
Mstep: Class 3 contains 35753 members 
Mstep: Class 4 contains 61065 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 28979 members 
Mstep: Class 7 contains 8849 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 9490 members 
Mstep: Class 10 contains 32616 members 
Mstep: Class 11 contains 70961 members 
Mstep: Class 12 contains 9884 members 
Mstep: Class 13 contains 858 members 
Mstep: Class 14 contains 141243 members 
Mstep: Class 15 contains 7944 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8325 members 
Mstep: Class 18 contains 12698 members 
Mstep: Class 19 contains 61341 members 
Mstep: Class 20 contains 28154 members 
Mstep: Class 21 contains 69342 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4806 members 
Mstep: Class 24 contains 12836 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 31009 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 52056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157289152.000000 Penalty: 231244.984375
Iteration 137Q: 29 clusters Score -1.572892e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 15017 members 
Mstep: Class 3 contains 35753 members 
Mstep: Class 4 contains 61065 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 28979 members 
Mstep: Class 7 contains 8849 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 9490 members 
Mstep: Class 10 contains 32616 members 
Mstep: Class 11 contains 70961 members 
Mstep: Class 12 contains 9885 members 
Mstep: Class 13 contains 858 members 
Mstep: Class 14 contains 141242 members 
Mstep: Class 15 contains 7943 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8325 members 
Mstep: Class 18 contains 12698 members 
Mstep: Class 19 contains 61342 members 
Mstep: Class 20 contains 28154 members 
Mstep: Class 21 contains 69342 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4812 members 
Mstep: Class 24 contains 12834 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 31010 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 52051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157289104.000000 Penalty: 231244.984375
Iteration 138Q: 29 clusters Score -1.572891e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 15017 members 
Mstep: Class 3 contains 35753 members 
Mstep: Class 4 contains 61065 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 28979 members 
Mstep: Class 7 contains 8849 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 9490 members 
Mstep: Class 10 contains 32616 members 
Mstep: Class 11 contains 70961 members 
Mstep: Class 12 contains 9886 members 
Mstep: Class 13 contains 858 members 
Mstep: Class 14 contains 141242 members 
Mstep: Class 15 contains 7942 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8325 members 
Mstep: Class 18 contains 12698 members 
Mstep: Class 19 contains 61342 members 
Mstep: Class 20 contains 28154 members 
Mstep: Class 21 contains 69342 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4819 members 
Mstep: Class 24 contains 12832 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 31011 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 52045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157289120.000000 Penalty: 231244.984375
Iteration 139Q: 29 clusters Score -1.572891e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 15017 members 
Mstep: Class 3 contains 35753 members 
Mstep: Class 4 contains 61065 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 28979 members 
Mstep: Class 7 contains 8849 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 9490 members 
Mstep: Class 10 contains 32616 members 
Mstep: Class 11 contains 70961 members 
Mstep: Class 12 contains 9885 members 
Mstep: Class 13 contains 858 members 
Mstep: Class 14 contains 141240 members 
Mstep: Class 15 contains 7940 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8325 members 
Mstep: Class 18 contains 12698 members 
Mstep: Class 19 contains 61342 members 
Mstep: Class 20 contains 28154 members 
Mstep: Class 21 contains 69342 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4824 members 
Mstep: Class 24 contains 12828 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 31014 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 52046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157289136.000000 Penalty: 231244.984375
Iteration 140F: 29 clusters Score -1.572891e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 15017 members 
Mstep: Class 3 contains 35752 members 
Mstep: Class 4 contains 61065 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 28979 members 
Mstep: Class 7 contains 8849 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 9490 members 
Mstep: Class 10 contains 32617 members 
Mstep: Class 11 contains 70961 members 
Mstep: Class 12 contains 9885 members 
Mstep: Class 13 contains 858 members 
Mstep: Class 14 contains 141237 members 
Mstep: Class 15 contains 7941 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8325 members 
Mstep: Class 18 contains 12698 members 
Mstep: Class 19 contains 61342 members 
Mstep: Class 20 contains 28154 members 
Mstep: Class 21 contains 69342 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4826 members 
Mstep: Class 24 contains 12822 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 31019 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 52047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157289120.000000 Penalty: 231244.984375
Iteration 141Q: 29 clusters Score -1.572891e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 15017 members 
Mstep: Class 3 contains 35752 members 
Mstep: Class 4 contains 61065 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 28979 members 
Mstep: Class 7 contains 8849 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 9490 members 
Mstep: Class 10 contains 32617 members 
Mstep: Class 11 contains 70961 members 
Mstep: Class 12 contains 9885 members 
Mstep: Class 13 contains 858 members 
Mstep: Class 14 contains 141233 members 
Mstep: Class 15 contains 7942 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8325 members 
Mstep: Class 18 contains 12698 members 
Mstep: Class 19 contains 61342 members 
Mstep: Class 20 contains 28154 members 
Mstep: Class 21 contains 69342 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4830 members 
Mstep: Class 24 contains 12820 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 31021 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 52046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157289152.000000 Penalty: 231244.984375
Iteration 142Q: 29 clusters Score -1.572892e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 15017 members 
Mstep: Class 3 contains 35752 members 
Mstep: Class 4 contains 61065 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 28979 members 
Mstep: Class 7 contains 8849 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 9490 members 
Mstep: Class 10 contains 32617 members 
Mstep: Class 11 contains 70961 members 
Mstep: Class 12 contains 9885 members 
Mstep: Class 13 contains 858 members 
Mstep: Class 14 contains 141232 members 
Mstep: Class 15 contains 7941 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8325 members 
Mstep: Class 18 contains 12698 members 
Mstep: Class 19 contains 61342 members 
Mstep: Class 20 contains 28154 members 
Mstep: Class 21 contains 69342 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4831 members 
Mstep: Class 24 contains 12819 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 31023 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 52046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157289136.000000 Penalty: 231244.984375
Iteration 143Q: 29 clusters Score -1.572891e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 15017 members 
Mstep: Class 3 contains 35752 members 
Mstep: Class 4 contains 61064 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 28979 members 
Mstep: Class 7 contains 8849 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 9490 members 
Mstep: Class 10 contains 32617 members 
Mstep: Class 11 contains 70961 members 
Mstep: Class 12 contains 9885 members 
Mstep: Class 13 contains 858 members 
Mstep: Class 14 contains 141232 members 
Mstep: Class 15 contains 7941 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8325 members 
Mstep: Class 18 contains 12698 members 
Mstep: Class 19 contains 61342 members 
Mstep: Class 20 contains 28154 members 
Mstep: Class 21 contains 69342 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4831 members 
Mstep: Class 24 contains 12815 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 31028 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 52046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157289072.000000 Penalty: 231244.984375
Iteration 144Q: 29 clusters Score -1.572891e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 15017 members 
Mstep: Class 3 contains 35752 members 
Mstep: Class 4 contains 61061 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 28979 members 
Mstep: Class 7 contains 8849 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 9490 members 
Mstep: Class 10 contains 32617 members 
Mstep: Class 11 contains 70961 members 
Mstep: Class 12 contains 9885 members 
Mstep: Class 13 contains 858 members 
Mstep: Class 14 contains 141232 members 
Mstep: Class 15 contains 7941 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8325 members 
Mstep: Class 18 contains 12698 members 
Mstep: Class 19 contains 61342 members 
Mstep: Class 20 contains 28154 members 
Mstep: Class 21 contains 69342 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4831 members 
Mstep: Class 24 contains 12813 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 31032 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 52047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157289088.000000 Penalty: 231244.984375
Iteration 145Q: 29 clusters Score -1.572891e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 15017 members 
Mstep: Class 3 contains 35752 members 
Mstep: Class 4 contains 61059 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 28979 members 
Mstep: Class 7 contains 8849 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 9490 members 
Mstep: Class 10 contains 32617 members 
Mstep: Class 11 contains 70961 members 
Mstep: Class 12 contains 9885 members 
Mstep: Class 13 contains 858 members 
Mstep: Class 14 contains 141233 members 
Mstep: Class 15 contains 7941 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8325 members 
Mstep: Class 18 contains 12698 members 
Mstep: Class 19 contains 61342 members 
Mstep: Class 20 contains 28154 members 
Mstep: Class 21 contains 69342 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4831 members 
Mstep: Class 24 contains 12812 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 31032 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 52049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157289024.000000 Penalty: 231244.984375
Iteration 146Q: 29 clusters Score -1.57289e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 15017 members 
Mstep: Class 3 contains 35752 members 
Mstep: Class 4 contains 61059 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 28979 members 
Mstep: Class 7 contains 8849 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 9490 members 
Mstep: Class 10 contains 32617 members 
Mstep: Class 11 contains 70961 members 
Mstep: Class 12 contains 9885 members 
Mstep: Class 13 contains 858 members 
Mstep: Class 14 contains 141233 members 
Mstep: Class 15 contains 7941 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8325 members 
Mstep: Class 18 contains 12698 members 
Mstep: Class 19 contains 61342 members 
Mstep: Class 20 contains 28154 members 
Mstep: Class 21 contains 69342 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4831 members 
Mstep: Class 24 contains 12810 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 31034 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 52049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157289056.000000 Penalty: 231244.984375
Iteration 147Q: 29 clusters Score -1.572891e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 15017 members 
Mstep: Class 3 contains 35752 members 
Mstep: Class 4 contains 61059 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 28979 members 
Mstep: Class 7 contains 8849 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 9490 members 
Mstep: Class 10 contains 32617 members 
Mstep: Class 11 contains 70961 members 
Mstep: Class 12 contains 9885 members 
Mstep: Class 13 contains 858 members 
Mstep: Class 14 contains 141233 members 
Mstep: Class 15 contains 7941 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8325 members 
Mstep: Class 18 contains 12698 members 
Mstep: Class 19 contains 61342 members 
Mstep: Class 20 contains 28154 members 
Mstep: Class 21 contains 69342 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4831 members 
Mstep: Class 24 contains 12810 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 31034 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 52049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157289056.000000 Penalty: 231244.984375
Iteration 148F: 29 clusters Score -1.572891e+08 nChanged 0
Entering ConstructFrom: 
Score: -157289056.000000 Penalty: 231244.984375
Entering ConstructFrom: 
Trying to split cluster 1 (6032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Entering Unmasked Estep 
Score: -1288692.500000 Penalty: 5331.710938
	Iteration 0F: 2 clusters Score -1288692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1280963.125000 Penalty: 10663.421875
	Iteration 0F: 3 clusters Score -1280963 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1282577.250000 Penalty: 10663.421875
	Iteration 1F: 3 clusters Score -1282577 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1283111.375000 Penalty: 10663.421875
	Iteration 2F: 3 clusters Score -1283111 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1283415.000000 Penalty: 10663.421875
	Iteration 3F: 3 clusters Score -1283415 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1283588.500000 Penalty: 10663.421875
	Iteration 4Q: 3 clusters Score -1283588 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1283692.625000 Penalty: 10663.421875
	Iteration 5Q: 3 clusters Score -1283693 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1283770.625000 Penalty: 10663.421875
	Iteration 6Q: 3 clusters Score -1283771 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1283838.125000 Penalty: 10663.421875
	Iteration 7Q: 3 clusters Score -1283838 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1283884.125000 Penalty: 10663.421875
	Iteration 8Q: 3 clusters Score -1283884 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1283927.500000 Penalty: 10663.421875
	Iteration 9Q: 3 clusters Score -1283928 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1283974.875000 Penalty: 10663.421875
	Iteration 10Q: 3 clusters Score -1283975 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1284020.875000 Penalty: 10663.421875
	Iteration 11Q: 3 clusters Score -1284021 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1284058.375000 Penalty: 10663.421875
	Iteration 12Q: 3 clusters Score -1284058 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1284109.375000 Penalty: 10663.421875
	Iteration 13Q: 3 clusters Score -1284109 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1284168.625000 Penalty: 10663.421875
	Iteration 14Q: 3 clusters Score -1284169 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1284223.875000 Penalty: 10663.421875
	Iteration 15Q: 3 clusters Score -1284224 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1284302.500000 Penalty: 10663.421875
	Iteration 16Q: 3 clusters Score -1284302 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1284384.125000 Penalty: 10663.421875
	Iteration 17Q: 3 clusters Score -1284384 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1284488.000000 Penalty: 10663.421875
	Iteration 18Q: 3 clusters Score -1284488 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1284635.125000 Penalty: 10663.421875
	Iteration 19Q: 3 clusters Score -1284635 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1284819.875000 Penalty: 10663.421875
	Iteration 20F: 3 clusters Score -1284820 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1285048.750000 Penalty: 10663.421875
	Iteration 21Q: 3 clusters Score -1285049 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1285322.875000 Penalty: 10663.421875
	Iteration 22Q: 3 clusters Score -1285323 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1285556.500000 Penalty: 10663.421875
	Iteration 23Q: 3 clusters Score -1285556 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1285705.500000 Penalty: 10663.421875
	Iteration 24Q: 3 clusters Score -1285706 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1285792.250000 Penalty: 10663.421875
	Iteration 25Q: 3 clusters Score -1285792 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1285855.500000 Penalty: 10663.421875
	Iteration 26Q: 3 clusters Score -1285856 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1285897.125000 Penalty: 10663.421875
	Iteration 27Q: 3 clusters Score -1285897 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1285922.125000 Penalty: 10663.421875
	Iteration 28Q: 3 clusters Score -1285922 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1285943.875000 Penalty: 10663.421875
	Iteration 29Q: 3 clusters Score -1285944 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1285959.250000 Penalty: 10663.421875
	Iteration 30Q: 3 clusters Score -1285959 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1285970.750000 Penalty: 10663.421875
	Iteration 31Q: 3 clusters Score -1285971 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1285979.250000 Penalty: 10663.421875
	Iteration 32Q: 3 clusters Score -1285979 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1286000.500000 Penalty: 10663.421875
	Iteration 33Q: 3 clusters Score -1286000 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1286010.625000 Penalty: 10663.421875
	Iteration 34Q: 3 clusters Score -1286011 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1286021.750000 Penalty: 10663.421875
	Iteration 35Q: 3 clusters Score -1286022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1286032.125000 Penalty: 10663.421875
	Iteration 36Q: 3 clusters Score -1286032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1286037.375000 Penalty: 10663.421875
	Iteration 37Q: 3 clusters Score -1286037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1286039.375000 Penalty: 10663.421875
	Iteration 38Q: 3 clusters Score -1286039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1286040.375000 Penalty: 10663.421875
	Iteration 39Q: 3 clusters Score -1286040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1286043.375000 Penalty: 10663.421875
	Iteration 40F: 3 clusters Score -1286043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1286042.000000 Penalty: 10663.421875
	Iteration 41Q: 3 clusters Score -1286042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1286044.000000 Penalty: 10663.421875
	Iteration 42Q: 3 clusters Score -1286044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1286045.625000 Penalty: 10663.421875
	Iteration 43Q: 3 clusters Score -1286046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1286045.625000 Penalty: 10663.421875
	Iteration 44F: 3 clusters Score -1286046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Entering Unmasked Estep 
Score: -3230451.750000 Penalty: 5890.375000
	Iteration 0F: 2 clusters Score -3230452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -3217030.000000 Penalty: 11780.750000
	Iteration 0F: 3 clusters Score -3217030 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -3220374.500000 Penalty: 11780.750000
	Iteration 1F: 3 clusters Score -3220374 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -3221109.250000 Penalty: 11780.750000
	Iteration 2F: 3 clusters Score -3221109 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -3221699.250000 Penalty: 11780.750000
	Iteration 3F: 3 clusters Score -3221699 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -3222216.250000 Penalty: 11780.750000
	Iteration 4F: 3 clusters Score -3222216 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -3222673.500000 Penalty: 11780.750000
	Iteration 5Q: 3 clusters Score -3222674 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -3223107.000000 Penalty: 11780.750000
	Iteration 6Q: 3 clusters Score -3223107 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -3223470.750000 Penalty: 11780.750000
	Iteration 7Q: 3 clusters Score -3223471 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -3223806.250000 Penalty: 11780.750000
	Iteration 8Q: 3 clusters Score -3223806 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -3224086.000000 Penalty: 11780.750000
	Iteration 9Q: 3 clusters Score -3224086 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -3224307.250000 Penalty: 11780.750000
	Iteration 10Q: 3 clusters Score -3224307 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -3224525.250000 Penalty: 11780.750000
	Iteration 11Q: 3 clusters Score -3224525 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -3224711.000000 Penalty: 11780.750000
	Iteration 12Q: 3 clusters Score -3224711 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -3224899.500000 Penalty: 11780.750000
	Iteration 13Q: 3 clusters Score -3224900 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -3225064.000000 Penalty: 11780.750000
	Iteration 14Q: 3 clusters Score -3225064 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -3225191.750000 Penalty: 11780.750000
	Iteration 15Q: 3 clusters Score -3225192 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -3225294.750000 Penalty: 11780.750000
	Iteration 16Q: 3 clusters Score -3225295 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -3225362.000000 Penalty: 11780.750000
	Iteration 17Q: 3 clusters Score -3225362 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -3225425.750000 Penalty: 11780.750000
	Iteration 18Q: 3 clusters Score -3225426 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -3225472.500000 Penalty: 11780.750000
	Iteration 19Q: 3 clusters Score -3225472 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -3225533.500000 Penalty: 11780.750000
	Iteration 20F: 3 clusters Score -3225534 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -3225572.250000 Penalty: 11780.750000
	Iteration 21Q: 3 clusters Score -3225572 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -3225621.250000 Penalty: 11780.750000
	Iteration 22Q: 3 clusters Score -3225621 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -3225650.750000 Penalty: 11780.750000
	Iteration 23Q: 3 clusters Score -3225651 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -3225674.000000 Penalty: 11780.750000
	Iteration 24Q: 3 clusters Score -3225674 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -3225699.500000 Penalty: 11780.750000
	Iteration 25Q: 3 clusters Score -3225700 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -3225717.250000 Penalty: 11780.750000
	Iteration 26Q: 3 clusters Score -3225717 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -3225714.750000 Penalty: 11780.750000
	Iteration 27Q: 3 clusters Score -3225715 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -3225722.500000 Penalty: 11780.750000
	Iteration 28Q: 3 clusters Score -3225722 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -3225725.000000 Penalty: 11780.750000
	Iteration 29Q: 3 clusters Score -3225725 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -3225732.750000 Penalty: 11780.750000
	Iteration 30Q: 3 clusters Score -3225733 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -3225739.250000 Penalty: 11780.750000
	Iteration 31Q: 3 clusters Score -3225739 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -3225745.750000 Penalty: 11780.750000
	Iteration 32Q: 3 clusters Score -3225746 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -3225738.750000 Penalty: 11780.750000
	Iteration 33Q: 3 clusters Score -3225739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -3225754.750000 Penalty: 11780.750000
	Iteration 34Q: 3 clusters Score -3225755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -3225755.250000 Penalty: 11780.750000
	Iteration 35Q: 3 clusters Score -3225755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -3225751.500000 Penalty: 11780.750000
	Iteration 36Q: 3 clusters Score -3225752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -3225761.750000 Penalty: 11780.750000
	Iteration 37Q: 3 clusters Score -3225762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -3225753.750000 Penalty: 11780.750000
	Iteration 38Q: 3 clusters Score -3225754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -3225752.000000 Penalty: 11780.750000
	Iteration 39Q: 3 clusters Score -3225752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -3225755.000000 Penalty: 11780.750000
	Iteration 40F: 3 clusters Score -3225755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -3225755.500000 Penalty: 11780.750000
	Iteration 41Q: 3 clusters Score -3225756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -3225756.750000 Penalty: 11780.750000
	Iteration 42Q: 3 clusters Score -3225757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -3225757.250000 Penalty: 11780.750000
	Iteration 43Q: 3 clusters Score -3225757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -3225757.750000 Penalty: 11780.750000
	Iteration 44Q: 3 clusters Score -3225758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -3225757.750000 Penalty: 11780.750000
	Iteration 45F: 3 clusters Score -3225758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (35752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35752 members 
Entering Unmasked Estep 
Score: -8098500.500000 Penalty: 6421.671387
	Iteration 0F: 2 clusters Score -8098500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -8072118.000000 Penalty: 12843.342773
	Iteration 0F: 3 clusters Score -8072118 nChanged 15261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -8080210.000000 Penalty: 12843.342773
	Iteration 1F: 3 clusters Score -8080210 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -8080993.500000 Penalty: 12843.342773
	Iteration 2F: 3 clusters Score -8080994 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -8081594.500000 Penalty: 12843.342773
	Iteration 3Q: 3 clusters Score -8081594 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -8082073.500000 Penalty: 12843.342773
	Iteration 4Q: 3 clusters Score -8082074 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -8082559.000000 Penalty: 12843.342773
	Iteration 5Q: 3 clusters Score -8082559 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -8083098.000000 Penalty: 12843.342773
	Iteration 6Q: 3 clusters Score -8083098 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -8083730.500000 Penalty: 12843.342773
	Iteration 7Q: 3 clusters Score -8083730 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -8084545.500000 Penalty: 12843.342773
	Iteration 8Q: 3 clusters Score -8084546 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -8085630.000000 Penalty: 12843.342773
	Iteration 9Q: 3 clusters Score -8085630 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -8086993.500000 Penalty: 12843.342773
	Iteration 10F: 3 clusters Score -8086994 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27736 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -8088626.000000 Penalty: 12843.342773
	Iteration 11F: 3 clusters Score -8088626 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29401 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -8090181.500000 Penalty: 12843.342773
	Iteration 12F: 3 clusters Score -8090182 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30755 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -8091241.500000 Penalty: 12843.342773
	Iteration 13Q: 3 clusters Score -8091242 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31748 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -8092034.500000 Penalty: 12843.342773
	Iteration 14Q: 3 clusters Score -8092034 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32419 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -8092497.000000 Penalty: 12843.342773
	Iteration 15Q: 3 clusters Score -8092497 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32851 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -8092794.000000 Penalty: 12843.342773
	Iteration 16Q: 3 clusters Score -8092794 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33159 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -8092993.000000 Penalty: 12843.342773
	Iteration 17Q: 3 clusters Score -8092993 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33374 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -8093108.000000 Penalty: 12843.342773
	Iteration 18Q: 3 clusters Score -8093108 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33531 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -8093206.500000 Penalty: 12843.342773
	Iteration 19Q: 3 clusters Score -8093206 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33659 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -8093293.500000 Penalty: 12843.342773
	Iteration 20F: 3 clusters Score -8093294 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33726 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -8093328.500000 Penalty: 12843.342773
	Iteration 21Q: 3 clusters Score -8093328 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33792 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -8093378.000000 Penalty: 12843.342773
	Iteration 22Q: 3 clusters Score -8093378 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33839 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -8093421.000000 Penalty: 12843.342773
	Iteration 23Q: 3 clusters Score -8093421 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33889 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -8093445.000000 Penalty: 12843.342773
	Iteration 24Q: 3 clusters Score -8093445 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33936 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -8093463.000000 Penalty: 12843.342773
	Iteration 25Q: 3 clusters Score -8093463 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33969 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -8093464.500000 Penalty: 12843.342773
	Iteration 26Q: 3 clusters Score -8093464 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33989 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -8093455.500000 Penalty: 12843.342773
	Iteration 27Q: 3 clusters Score -8093456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33999 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -8093462.000000 Penalty: 12843.342773
	Iteration 28Q: 3 clusters Score -8093462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34006 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -8093467.000000 Penalty: 12843.342773
	Iteration 29Q: 3 clusters Score -8093467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34011 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -8093480.500000 Penalty: 12843.342773
	Iteration 30Q: 3 clusters Score -8093480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34014 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -8093477.000000 Penalty: 12843.342773
	Iteration 31Q: 3 clusters Score -8093477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34013 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -8093484.000000 Penalty: 12843.342773
	Iteration 32Q: 3 clusters Score -8093484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34015 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -8093486.500000 Penalty: 12843.342773
	Iteration 33Q: 3 clusters Score -8093486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34016 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -8093483.500000 Penalty: 12843.342773
	Iteration 34Q: 3 clusters Score -8093484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34016 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -8093481.000000 Penalty: 12843.342773
	Iteration 35Q: 3 clusters Score -8093481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34016 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -8093481.000000 Penalty: 12843.342773
	Iteration 36F: 3 clusters Score -8093481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (61059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61059 members 
Entering Unmasked Estep 
Score: -13612111.000000 Penalty: 6749.502441
	Iteration 0F: 2 clusters Score -1.361211e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30782 members 
Mstep: Class 2 contains 30277 members 
Entering Unmasked Estep 
Score: -13569302.000000 Penalty: 13499.004883
	Iteration 0F: 3 clusters Score -1.35693e+07 nChanged 27321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31921 members 
Mstep: Class 2 contains 29138 members 
Entering Unmasked Estep 
Score: -13583970.000000 Penalty: 13499.004883
	Iteration 1F: 3 clusters Score -1.358397e+07 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 28469 members 
Entering Unmasked Estep 
Score: -13585340.000000 Penalty: 13499.004883
	Iteration 2F: 3 clusters Score -1.358534e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33462 members 
Mstep: Class 2 contains 27597 members 
Entering Unmasked Estep 
Score: -13587145.000000 Penalty: 13499.004883
	Iteration 3F: 3 clusters Score -1.358714e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34529 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -13589470.000000 Penalty: 13499.004883
	Iteration 4F: 3 clusters Score -1.358947e+07 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35661 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -13592129.000000 Penalty: 13499.004883
	Iteration 5F: 3 clusters Score -1.359213e+07 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36609 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -13594554.000000 Penalty: 13499.004883
	Iteration 6F: 3 clusters Score -1.359455e+07 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37404 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -13596735.000000 Penalty: 13499.004883
	Iteration 7F: 3 clusters Score -1.359674e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38081 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -13598729.000000 Penalty: 13499.004883
	Iteration 8F: 3 clusters Score -1.359873e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38679 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -13600888.000000 Penalty: 13499.004883
	Iteration 9F: 3 clusters Score -1.360089e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39161 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -13602685.000000 Penalty: 13499.004883
	Iteration 10Q: 3 clusters Score -1.360268e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39586 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -13604591.000000 Penalty: 13499.004883
	Iteration 11Q: 3 clusters Score -1.360459e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39972 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -13606298.000000 Penalty: 13499.004883
	Iteration 12Q: 3 clusters Score -1.36063e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40401 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -13607789.000000 Penalty: 13499.004883
	Iteration 13Q: 3 clusters Score -1.360779e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40875 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -13608952.000000 Penalty: 13499.004883
	Iteration 14Q: 3 clusters Score -1.360895e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41244 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -13609748.000000 Penalty: 13499.004883
	Iteration 15Q: 3 clusters Score -1.360975e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41524 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -13610125.000000 Penalty: 13499.004883
	Iteration 16Q: 3 clusters Score -1.361012e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41741 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -13610247.000000 Penalty: 13499.004883
	Iteration 17Q: 3 clusters Score -1.361025e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41945 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -13610356.000000 Penalty: 13499.004883
	Iteration 18Q: 3 clusters Score -1.361036e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42098 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -13610346.000000 Penalty: 13499.004883
	Iteration 19Q: 3 clusters Score -1.361035e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42219 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -13610382.000000 Penalty: 13499.004883
	Iteration 20F: 3 clusters Score -1.361038e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42320 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -13610438.000000 Penalty: 13499.004883
	Iteration 21Q: 3 clusters Score -1.361044e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42395 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -13610456.000000 Penalty: 13499.004883
	Iteration 22Q: 3 clusters Score -1.361046e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42463 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -13610475.000000 Penalty: 13499.004883
	Iteration 23Q: 3 clusters Score -1.361048e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42517 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -13610489.000000 Penalty: 13499.004883
	Iteration 24Q: 3 clusters Score -1.361049e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42556 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -13610501.000000 Penalty: 13499.004883
	Iteration 25Q: 3 clusters Score -1.36105e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42604 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -13610511.000000 Penalty: 13499.004883
	Iteration 26Q: 3 clusters Score -1.361051e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42652 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -13610478.000000 Penalty: 13499.004883
	Iteration 27Q: 3 clusters Score -1.361048e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42698 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -13610498.000000 Penalty: 13499.004883
	Iteration 28Q: 3 clusters Score -1.36105e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42733 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -13610507.000000 Penalty: 13499.004883
	Iteration 29Q: 3 clusters Score -1.361051e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42774 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -13610512.000000 Penalty: 13499.004883
	Iteration 30Q: 3 clusters Score -1.361051e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42800 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -13610526.000000 Penalty: 13499.004883
	Iteration 31Q: 3 clusters Score -1.361053e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42827 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -13610525.000000 Penalty: 13499.004883
	Iteration 32Q: 3 clusters Score -1.361052e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42850 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -13610532.000000 Penalty: 13499.004883
	Iteration 33Q: 3 clusters Score -1.361053e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42868 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -13610531.000000 Penalty: 13499.004883
	Iteration 34Q: 3 clusters Score -1.361053e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42894 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -13610536.000000 Penalty: 13499.004883
	Iteration 35Q: 3 clusters Score -1.361054e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42918 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -13610560.000000 Penalty: 13499.004883
	Iteration 36Q: 3 clusters Score -1.361056e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42931 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -13610542.000000 Penalty: 13499.004883
	Iteration 37Q: 3 clusters Score -1.361054e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42946 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -13610554.000000 Penalty: 13499.004883
	Iteration 38Q: 3 clusters Score -1.361055e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42965 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -13610557.000000 Penalty: 13499.004883
	Iteration 39Q: 3 clusters Score -1.361056e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42988 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -13610572.000000 Penalty: 13499.004883
	Iteration 40F: 3 clusters Score -1.361057e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43018 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -13610591.000000 Penalty: 13499.004883
	Iteration 41Q: 3 clusters Score -1.361059e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43045 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -13610575.000000 Penalty: 13499.004883
	Iteration 42Q: 3 clusters Score -1.361058e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43064 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -13610581.000000 Penalty: 13499.004883
	Iteration 43Q: 3 clusters Score -1.361058e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43088 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -13610565.000000 Penalty: 13499.004883
	Iteration 44Q: 3 clusters Score -1.361056e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43113 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -13610553.000000 Penalty: 13499.004883
	Iteration 45Q: 3 clusters Score -1.361055e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43138 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -13610582.000000 Penalty: 13499.004883
	Iteration 46Q: 3 clusters Score -1.361058e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43160 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -13610575.000000 Penalty: 13499.004883
	Iteration 47Q: 3 clusters Score -1.361058e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43176 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -13610577.000000 Penalty: 13499.004883
	Iteration 48Q: 3 clusters Score -1.361058e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43187 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -13610567.000000 Penalty: 13499.004883
	Iteration 49Q: 3 clusters Score -1.361057e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43193 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -13610577.000000 Penalty: 13499.004883
	Iteration 50Q: 3 clusters Score -1.361058e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43199 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -13610583.000000 Penalty: 13499.004883
	Iteration 51Q: 3 clusters Score -1.361058e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43206 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -13610584.000000 Penalty: 13499.004883
	Iteration 52Q: 3 clusters Score -1.361058e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43216 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -13610580.000000 Penalty: 13499.004883
	Iteration 53Q: 3 clusters Score -1.361058e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43233 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -13610606.000000 Penalty: 13499.004883
	Iteration 54Q: 3 clusters Score -1.361061e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43244 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -13610602.000000 Penalty: 13499.004883
	Iteration 55Q: 3 clusters Score -1.36106e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43252 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -13610607.000000 Penalty: 13499.004883
	Iteration 56Q: 3 clusters Score -1.361061e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43259 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -13610596.000000 Penalty: 13499.004883
	Iteration 57Q: 3 clusters Score -1.36106e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43266 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -13610601.000000 Penalty: 13499.004883
	Iteration 58Q: 3 clusters Score -1.36106e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43273 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -13610606.000000 Penalty: 13499.004883
	Iteration 59Q: 3 clusters Score -1.361061e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43281 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -13610617.000000 Penalty: 13499.004883
	Iteration 60F: 3 clusters Score -1.361062e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43292 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -13610609.000000 Penalty: 13499.004883
	Iteration 61Q: 3 clusters Score -1.361061e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43300 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -13610610.000000 Penalty: 13499.004883
	Iteration 62Q: 3 clusters Score -1.361061e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43306 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -13610625.000000 Penalty: 13499.004883
	Iteration 63Q: 3 clusters Score -1.361062e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43314 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -13610623.000000 Penalty: 13499.004883
	Iteration 64Q: 3 clusters Score -1.361062e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43319 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -13610621.000000 Penalty: 13499.004883
	Iteration 65Q: 3 clusters Score -1.361062e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43325 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -13610617.000000 Penalty: 13499.004883
	Iteration 66Q: 3 clusters Score -1.361062e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43330 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -13610623.000000 Penalty: 13499.004883
	Iteration 67Q: 3 clusters Score -1.361062e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43338 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -13610617.000000 Penalty: 13499.004883
	Iteration 68Q: 3 clusters Score -1.361062e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43344 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -13610612.000000 Penalty: 13499.004883
	Iteration 69Q: 3 clusters Score -1.361061e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43350 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -13610629.000000 Penalty: 13499.004883
	Iteration 70Q: 3 clusters Score -1.361063e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43356 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -13610623.000000 Penalty: 13499.004883
	Iteration 71Q: 3 clusters Score -1.361062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43360 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -13610633.000000 Penalty: 13499.004883
	Iteration 72Q: 3 clusters Score -1.361063e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43365 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -13610647.000000 Penalty: 13499.004883
	Iteration 73Q: 3 clusters Score -1.361065e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43369 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -13610636.000000 Penalty: 13499.004883
	Iteration 74Q: 3 clusters Score -1.361064e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43374 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -13610647.000000 Penalty: 13499.004883
	Iteration 75Q: 3 clusters Score -1.361065e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43381 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -13610626.000000 Penalty: 13499.004883
	Iteration 76Q: 3 clusters Score -1.361063e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43386 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -13610628.000000 Penalty: 13499.004883
	Iteration 77Q: 3 clusters Score -1.361063e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43391 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -13610625.000000 Penalty: 13499.004883
	Iteration 78Q: 3 clusters Score -1.361062e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43395 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -13610624.000000 Penalty: 13499.004883
	Iteration 79Q: 3 clusters Score -1.361062e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43405 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -13610632.000000 Penalty: 13499.004883
	Iteration 80F: 3 clusters Score -1.361063e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43415 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -13610639.000000 Penalty: 13499.004883
	Iteration 81Q: 3 clusters Score -1.361064e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43430 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -13610622.000000 Penalty: 13499.004883
	Iteration 82Q: 3 clusters Score -1.361062e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43446 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -13610626.000000 Penalty: 13499.004883
	Iteration 83Q: 3 clusters Score -1.361063e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43456 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -13610634.000000 Penalty: 13499.004883
	Iteration 84Q: 3 clusters Score -1.361063e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43469 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -13610643.000000 Penalty: 13499.004883
	Iteration 85Q: 3 clusters Score -1.361064e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43481 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -13610649.000000 Penalty: 13499.004883
	Iteration 86Q: 3 clusters Score -1.361065e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43499 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -13610640.000000 Penalty: 13499.004883
	Iteration 87Q: 3 clusters Score -1.361064e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43519 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -13610623.000000 Penalty: 13499.004883
	Iteration 88Q: 3 clusters Score -1.361062e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43539 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -13610625.000000 Penalty: 13499.004883
	Iteration 89Q: 3 clusters Score -1.361062e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43559 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -13610639.000000 Penalty: 13499.004883
	Iteration 90Q: 3 clusters Score -1.361064e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43572 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -13610650.000000 Penalty: 13499.004883
	Iteration 91Q: 3 clusters Score -1.361065e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43584 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -13610642.000000 Penalty: 13499.004883
	Iteration 92Q: 3 clusters Score -1.361064e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43598 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -13610651.000000 Penalty: 13499.004883
	Iteration 93Q: 3 clusters Score -1.361065e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43600 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -13610649.000000 Penalty: 13499.004883
	Iteration 94Q: 3 clusters Score -1.361065e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43603 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -13610658.000000 Penalty: 13499.004883
	Iteration 95Q: 3 clusters Score -1.361066e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43603 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -13610658.000000 Penalty: 13499.004883
	Iteration 96F: 3 clusters Score -1.361066e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Entering Unmasked Estep 
Score: -317247.406250 Penalty: 4493.475098
	Iteration 0F: 2 clusters Score -317247.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -312790.406250 Penalty: 8986.950195
	Iteration 0F: 3 clusters Score -312790.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -313445.406250 Penalty: 8986.950195
	Iteration 1F: 3 clusters Score -313445.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -313741.937500 Penalty: 8986.950195
	Iteration 2F: 3 clusters Score -313741.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -313940.562500 Penalty: 8986.950195
	Iteration 3F: 3 clusters Score -313940.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -314032.843750 Penalty: 8986.950195
	Iteration 4Q: 3 clusters Score -314032.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -314151.062500 Penalty: 8986.950195
	Iteration 5Q: 3 clusters Score -314151.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -314303.593750 Penalty: 8986.950195
	Iteration 6Q: 3 clusters Score -314303.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -314411.968750 Penalty: 8986.950195
	Iteration 7Q: 3 clusters Score -314412 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -314504.156250 Penalty: 8986.950195
	Iteration 8Q: 3 clusters Score -314504.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -314577.062500 Penalty: 8986.950195
	Iteration 9Q: 3 clusters Score -314577.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -314634.906250 Penalty: 8986.950195
	Iteration 10Q: 3 clusters Score -314634.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -314683.812500 Penalty: 8986.950195
	Iteration 11Q: 3 clusters Score -314683.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -314703.625000 Penalty: 8986.950195
	Iteration 12Q: 3 clusters Score -314703.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -314723.062500 Penalty: 8986.950195
	Iteration 13Q: 3 clusters Score -314723.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -314733.468750 Penalty: 8986.950195
	Iteration 14Q: 3 clusters Score -314733.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -314749.687500 Penalty: 8986.950195
	Iteration 15Q: 3 clusters Score -314749.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -314757.906250 Penalty: 8986.950195
	Iteration 16Q: 3 clusters Score -314757.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -314763.187500 Penalty: 8986.950195
	Iteration 17Q: 3 clusters Score -314763.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -314773.625000 Penalty: 8986.950195
	Iteration 18Q: 3 clusters Score -314773.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -314778.875000 Penalty: 8986.950195
	Iteration 19Q: 3 clusters Score -314778.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -314781.343750 Penalty: 8986.950195
	Iteration 20F: 3 clusters Score -314781.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -314785.937500 Penalty: 8986.950195
	Iteration 21Q: 3 clusters Score -314785.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -314788.531250 Penalty: 8986.950195
	Iteration 22Q: 3 clusters Score -314788.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -314790.031250 Penalty: 8986.950195
	Iteration 23Q: 3 clusters Score -314790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -314790.031250 Penalty: 8986.950195
	Iteration 24F: 3 clusters Score -314790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Entering Unmasked Estep 
Score: -6475106.000000 Penalty: 6293.024902
	Iteration 0F: 2 clusters Score -6475106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -6452994.500000 Penalty: 12586.049805
	Iteration 0F: 3 clusters Score -6452994 nChanged 12137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -6459422.000000 Penalty: 12586.049805
	Iteration 1F: 3 clusters Score -6459422 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -6460225.000000 Penalty: 12586.049805
	Iteration 2F: 3 clusters Score -6460225 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -6460857.000000 Penalty: 12586.049805
	Iteration 3Q: 3 clusters Score -6460857 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -6461442.500000 Penalty: 12586.049805
	Iteration 4Q: 3 clusters Score -6461442 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -6462066.000000 Penalty: 12586.049805
	Iteration 5Q: 3 clusters Score -6462066 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -6462703.000000 Penalty: 12586.049805
	Iteration 6Q: 3 clusters Score -6462703 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -6463319.500000 Penalty: 12586.049805
	Iteration 7Q: 3 clusters Score -6463320 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -6463998.000000 Penalty: 12586.049805
	Iteration 8Q: 3 clusters Score -6463998 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -6464653.500000 Penalty: 12586.049805
	Iteration 9Q: 3 clusters Score -6464654 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -6465341.500000 Penalty: 12586.049805
	Iteration 10Q: 3 clusters Score -6465342 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -6466031.500000 Penalty: 12586.049805
	Iteration 11Q: 3 clusters Score -6466032 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -6466708.000000 Penalty: 12586.049805
	Iteration 12Q: 3 clusters Score -6466708 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -6467401.500000 Penalty: 12586.049805
	Iteration 13Q: 3 clusters Score -6467402 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -6468175.000000 Penalty: 12586.049805
	Iteration 14Q: 3 clusters Score -6468175 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -6468773.500000 Penalty: 12586.049805
	Iteration 15Q: 3 clusters Score -6468774 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -6469268.000000 Penalty: 12586.049805
	Iteration 16Q: 3 clusters Score -6469268 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -6469654.000000 Penalty: 12586.049805
	Iteration 17Q: 3 clusters Score -6469654 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -6469894.500000 Penalty: 12586.049805
	Iteration 18Q: 3 clusters Score -6469894 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -6470077.000000 Penalty: 12586.049805
	Iteration 19Q: 3 clusters Score -6470077 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -6470166.000000 Penalty: 12586.049805
	Iteration 20F: 3 clusters Score -6470166 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -6470240.500000 Penalty: 12586.049805
	Iteration 21Q: 3 clusters Score -6470240 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -6470305.500000 Penalty: 12586.049805
	Iteration 22Q: 3 clusters Score -6470306 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -6470337.000000 Penalty: 12586.049805
	Iteration 23Q: 3 clusters Score -6470337 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -6470387.500000 Penalty: 12586.049805
	Iteration 24Q: 3 clusters Score -6470388 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24879 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -6470441.000000 Penalty: 12586.049805
	Iteration 25Q: 3 clusters Score -6470441 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24955 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -6470467.500000 Penalty: 12586.049805
	Iteration 26Q: 3 clusters Score -6470468 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -6470514.500000 Penalty: 12586.049805
	Iteration 27Q: 3 clusters Score -6470514 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -6470524.000000 Penalty: 12586.049805
	Iteration 28Q: 3 clusters Score -6470524 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -6470541.500000 Penalty: 12586.049805
	Iteration 29Q: 3 clusters Score -6470542 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -6470553.500000 Penalty: 12586.049805
	Iteration 30Q: 3 clusters Score -6470554 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -6470549.500000 Penalty: 12586.049805
	Iteration 31Q: 3 clusters Score -6470550 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25249 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -6470571.500000 Penalty: 12586.049805
	Iteration 32Q: 3 clusters Score -6470572 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -6470584.000000 Penalty: 12586.049805
	Iteration 33Q: 3 clusters Score -6470584 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -6470610.500000 Penalty: 12586.049805
	Iteration 34Q: 3 clusters Score -6470610 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -6470615.000000 Penalty: 12586.049805
	Iteration 35Q: 3 clusters Score -6470615 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -6470618.000000 Penalty: 12586.049805
	Iteration 36Q: 3 clusters Score -6470618 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -6470641.000000 Penalty: 12586.049805
	Iteration 37Q: 3 clusters Score -6470641 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -6470635.000000 Penalty: 12586.049805
	Iteration 38Q: 3 clusters Score -6470635 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25422 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -6470652.500000 Penalty: 12586.049805
	Iteration 39Q: 3 clusters Score -6470652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -6470657.000000 Penalty: 12586.049805
	Iteration 40F: 3 clusters Score -6470657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -6470651.500000 Penalty: 12586.049805
	Iteration 41Q: 3 clusters Score -6470652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -6470651.500000 Penalty: 12586.049805
	Iteration 42Q: 3 clusters Score -6470652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25461 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -6470653.000000 Penalty: 12586.049805
	Iteration 43Q: 3 clusters Score -6470653 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -6470649.500000 Penalty: 12586.049805
	Iteration 44Q: 3 clusters Score -6470650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25486 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -6470655.000000 Penalty: 12586.049805
	Iteration 45Q: 3 clusters Score -6470655 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25497 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -6470659.500000 Penalty: 12586.049805
	Iteration 46Q: 3 clusters Score -6470660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -6470664.500000 Penalty: 12586.049805
	Iteration 47Q: 3 clusters Score -6470664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -6470672.000000 Penalty: 12586.049805
	Iteration 48Q: 3 clusters Score -6470672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25513 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -6470671.500000 Penalty: 12586.049805
	Iteration 49Q: 3 clusters Score -6470672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25514 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -6470670.500000 Penalty: 12586.049805
	Iteration 50Q: 3 clusters Score -6470670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25514 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -6470670.500000 Penalty: 12586.049805
	Iteration 51F: 3 clusters Score -6470670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Entering Unmasked Estep 
Score: -1916566.875000 Penalty: 5566.436523
	Iteration 0F: 2 clusters Score -1916567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1907042.000000 Penalty: 11132.873047
	Iteration 0F: 3 clusters Score -1907042 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1908903.250000 Penalty: 11132.873047
	Iteration 1F: 3 clusters Score -1908903 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1909348.125000 Penalty: 11132.873047
	Iteration 2F: 3 clusters Score -1909348 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1909607.250000 Penalty: 11132.873047
	Iteration 3Q: 3 clusters Score -1909607 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1909791.875000 Penalty: 11132.873047
	Iteration 4Q: 3 clusters Score -1909792 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1909938.000000 Penalty: 11132.873047
	Iteration 5Q: 3 clusters Score -1909938 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1910047.500000 Penalty: 11132.873047
	Iteration 6Q: 3 clusters Score -1910048 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1910123.000000 Penalty: 11132.873047
	Iteration 7Q: 3 clusters Score -1910123 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1910183.250000 Penalty: 11132.873047
	Iteration 8Q: 3 clusters Score -1910183 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1910231.625000 Penalty: 11132.873047
	Iteration 9Q: 3 clusters Score -1910232 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1910271.750000 Penalty: 11132.873047
	Iteration 10Q: 3 clusters Score -1910272 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1910318.125000 Penalty: 11132.873047
	Iteration 11Q: 3 clusters Score -1910318 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1910350.000000 Penalty: 11132.873047
	Iteration 12Q: 3 clusters Score -1910350 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1910376.250000 Penalty: 11132.873047
	Iteration 13Q: 3 clusters Score -1910376 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1910408.500000 Penalty: 11132.873047
	Iteration 14Q: 3 clusters Score -1910408 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1910441.125000 Penalty: 11132.873047
	Iteration 15Q: 3 clusters Score -1910441 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1910475.750000 Penalty: 11132.873047
	Iteration 16Q: 3 clusters Score -1910476 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1910518.000000 Penalty: 11132.873047
	Iteration 17Q: 3 clusters Score -1910518 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1910568.250000 Penalty: 11132.873047
	Iteration 18Q: 3 clusters Score -1910568 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1910602.500000 Penalty: 11132.873047
	Iteration 19Q: 3 clusters Score -1910602 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1910641.875000 Penalty: 11132.873047
	Iteration 20F: 3 clusters Score -1910642 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1910670.375000 Penalty: 11132.873047
	Iteration 21Q: 3 clusters Score -1910670 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1910705.375000 Penalty: 11132.873047
	Iteration 22Q: 3 clusters Score -1910705 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1910743.375000 Penalty: 11132.873047
	Iteration 23Q: 3 clusters Score -1910743 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1910773.125000 Penalty: 11132.873047
	Iteration 24Q: 3 clusters Score -1910773 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1910793.000000 Penalty: 11132.873047
	Iteration 25Q: 3 clusters Score -1910793 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1910821.125000 Penalty: 11132.873047
	Iteration 26Q: 3 clusters Score -1910821 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1910841.250000 Penalty: 11132.873047
	Iteration 27Q: 3 clusters Score -1910841 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1910862.375000 Penalty: 11132.873047
	Iteration 28Q: 3 clusters Score -1910862 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1910887.000000 Penalty: 11132.873047
	Iteration 29Q: 3 clusters Score -1910887 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1910906.250000 Penalty: 11132.873047
	Iteration 30Q: 3 clusters Score -1910906 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1910930.125000 Penalty: 11132.873047
	Iteration 31Q: 3 clusters Score -1910930 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1910946.875000 Penalty: 11132.873047
	Iteration 32Q: 3 clusters Score -1910947 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1910966.500000 Penalty: 11132.873047
	Iteration 33Q: 3 clusters Score -1910966 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1910975.625000 Penalty: 11132.873047
	Iteration 34Q: 3 clusters Score -1910976 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1910996.500000 Penalty: 11132.873047
	Iteration 35Q: 3 clusters Score -1910996 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1911018.625000 Penalty: 11132.873047
	Iteration 36Q: 3 clusters Score -1911019 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1911047.250000 Penalty: 11132.873047
	Iteration 37Q: 3 clusters Score -1911047 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1911080.625000 Penalty: 11132.873047
	Iteration 38Q: 3 clusters Score -1911081 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1911103.625000 Penalty: 11132.873047
	Iteration 39Q: 3 clusters Score -1911104 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1911123.625000 Penalty: 11132.873047
	Iteration 40F: 3 clusters Score -1911124 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1911146.625000 Penalty: 11132.873047
	Iteration 41Q: 3 clusters Score -1911147 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1911172.250000 Penalty: 11132.873047
	Iteration 42Q: 3 clusters Score -1911172 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1911190.750000 Penalty: 11132.873047
	Iteration 43Q: 3 clusters Score -1911191 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1911214.625000 Penalty: 11132.873047
	Iteration 44Q: 3 clusters Score -1911215 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1911232.875000 Penalty: 11132.873047
	Iteration 45Q: 3 clusters Score -1911233 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1911247.125000 Penalty: 11132.873047
	Iteration 46Q: 3 clusters Score -1911247 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1911257.625000 Penalty: 11132.873047
	Iteration 47Q: 3 clusters Score -1911258 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1911269.000000 Penalty: 11132.873047
	Iteration 48Q: 3 clusters Score -1911269 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1911287.000000 Penalty: 11132.873047
	Iteration 49Q: 3 clusters Score -1911287 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1911305.750000 Penalty: 11132.873047
	Iteration 50Q: 3 clusters Score -1911306 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1911324.125000 Penalty: 11132.873047
	Iteration 51Q: 3 clusters Score -1911324 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1911335.000000 Penalty: 11132.873047
	Iteration 52Q: 3 clusters Score -1911335 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1911352.875000 Penalty: 11132.873047
	Iteration 53Q: 3 clusters Score -1911353 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1911368.750000 Penalty: 11132.873047
	Iteration 54Q: 3 clusters Score -1911369 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1911384.125000 Penalty: 11132.873047
	Iteration 55Q: 3 clusters Score -1911384 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1911400.375000 Penalty: 11132.873047
	Iteration 56Q: 3 clusters Score -1911400 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1911416.625000 Penalty: 11132.873047
	Iteration 57Q: 3 clusters Score -1911417 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1911426.750000 Penalty: 11132.873047
	Iteration 58Q: 3 clusters Score -1911427 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1911440.750000 Penalty: 11132.873047
	Iteration 59Q: 3 clusters Score -1911441 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1911460.750000 Penalty: 11132.873047
	Iteration 60F: 3 clusters Score -1911461 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1911480.375000 Penalty: 11132.873047
	Iteration 61Q: 3 clusters Score -1911480 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1911505.000000 Penalty: 11132.873047
	Iteration 62Q: 3 clusters Score -1911505 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1911529.500000 Penalty: 11132.873047
	Iteration 63Q: 3 clusters Score -1911530 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1911547.125000 Penalty: 11132.873047
	Iteration 64Q: 3 clusters Score -1911547 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1911563.750000 Penalty: 11132.873047
	Iteration 65Q: 3 clusters Score -1911564 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1911577.750000 Penalty: 11132.873047
	Iteration 66Q: 3 clusters Score -1911578 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1911596.875000 Penalty: 11132.873047
	Iteration 67Q: 3 clusters Score -1911597 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1911613.375000 Penalty: 11132.873047
	Iteration 68Q: 3 clusters Score -1911613 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1911632.000000 Penalty: 11132.873047
	Iteration 69Q: 3 clusters Score -1911632 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1911652.500000 Penalty: 11132.873047
	Iteration 70Q: 3 clusters Score -1911652 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1911672.500000 Penalty: 11132.873047
	Iteration 71Q: 3 clusters Score -1911672 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1911683.625000 Penalty: 11132.873047
	Iteration 72Q: 3 clusters Score -1911684 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1911698.000000 Penalty: 11132.873047
	Iteration 73Q: 3 clusters Score -1911698 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1911707.125000 Penalty: 11132.873047
	Iteration 74Q: 3 clusters Score -1911707 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1911717.125000 Penalty: 11132.873047
	Iteration 75Q: 3 clusters Score -1911717 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1911732.625000 Penalty: 11132.873047
	Iteration 76Q: 3 clusters Score -1911733 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1911739.625000 Penalty: 11132.873047
	Iteration 77Q: 3 clusters Score -1911740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1911749.250000 Penalty: 11132.873047
	Iteration 78Q: 3 clusters Score -1911749 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1911759.125000 Penalty: 11132.873047
	Iteration 79Q: 3 clusters Score -1911759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1911763.375000 Penalty: 11132.873047
	Iteration 80F: 3 clusters Score -1911763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1911766.625000 Penalty: 11132.873047
	Iteration 81Q: 3 clusters Score -1911767 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1911781.875000 Penalty: 11132.873047
	Iteration 82Q: 3 clusters Score -1911782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1911792.000000 Penalty: 11132.873047
	Iteration 83Q: 3 clusters Score -1911792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1911799.750000 Penalty: 11132.873047
	Iteration 84Q: 3 clusters Score -1911800 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1911817.750000 Penalty: 11132.873047
	Iteration 85Q: 3 clusters Score -1911818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1911833.875000 Penalty: 11132.873047
	Iteration 86Q: 3 clusters Score -1911834 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1911846.250000 Penalty: 11132.873047
	Iteration 87Q: 3 clusters Score -1911846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1911858.250000 Penalty: 11132.873047
	Iteration 88Q: 3 clusters Score -1911858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1911864.500000 Penalty: 11132.873047
	Iteration 89Q: 3 clusters Score -1911864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1911874.625000 Penalty: 11132.873047
	Iteration 90Q: 3 clusters Score -1911875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1911879.375000 Penalty: 11132.873047
	Iteration 91Q: 3 clusters Score -1911879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1911883.625000 Penalty: 11132.873047
	Iteration 92Q: 3 clusters Score -1911884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1911893.000000 Penalty: 11132.873047
	Iteration 93Q: 3 clusters Score -1911893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1911898.875000 Penalty: 11132.873047
	Iteration 94Q: 3 clusters Score -1911899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1911903.875000 Penalty: 11132.873047
	Iteration 95Q: 3 clusters Score -1911904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1911906.375000 Penalty: 11132.873047
	Iteration 96Q: 3 clusters Score -1911906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1911908.375000 Penalty: 11132.873047
	Iteration 97Q: 3 clusters Score -1911908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1911909.375000 Penalty: 11132.873047
	Iteration 98Q: 3 clusters Score -1911909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1911914.625000 Penalty: 11132.873047
	Iteration 99Q: 3 clusters Score -1911915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1911920.125000 Penalty: 11132.873047
	Iteration 100F: 3 clusters Score -1911920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1911922.625000 Penalty: 11132.873047
	Iteration 101Q: 3 clusters Score -1911923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1911929.375000 Penalty: 11132.873047
	Iteration 102Q: 3 clusters Score -1911929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1911925.875000 Penalty: 11132.873047
	Iteration 103Q: 3 clusters Score -1911926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1911926.625000 Penalty: 11132.873047
	Iteration 104Q: 3 clusters Score -1911927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1911926.625000 Penalty: 11132.873047
	Iteration 105Q: 3 clusters Score -1911927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1911928.750000 Penalty: 11132.873047
	Iteration 106Q: 3 clusters Score -1911929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1911928.750000 Penalty: 11132.873047
	Iteration 107F: 3 clusters Score -1911929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Entering Unmasked Estep 
Score: -264494.593750 Penalty: 4407.052246
	Iteration 0F: 2 clusters Score -264494.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -260125.640625 Penalty: 8814.104492
	Iteration 0F: 3 clusters Score -260125.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -260762.390625 Penalty: 8814.104492
	Iteration 1F: 3 clusters Score -260762.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -261492.640625 Penalty: 8814.104492
	Iteration 2F: 3 clusters Score -261492.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -261990.328125 Penalty: 8814.104492
	Iteration 3F: 3 clusters Score -261990.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -262560.093750 Penalty: 8814.104492
	Iteration 4F: 3 clusters Score -262560.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -263342.531250 Penalty: 8814.104492
	Iteration 5F: 3 clusters Score -263342.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -263814.125000 Penalty: 8814.104492
	Iteration 6Q: 3 clusters Score -263814.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -264036.812500 Penalty: 8814.104492
	Iteration 7Q: 3 clusters Score -264036.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -264146.000000 Penalty: 8814.104492
	Iteration 8Q: 3 clusters Score -264146 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -264240.187500 Penalty: 8814.104492
	Iteration 9Q: 3 clusters Score -264240.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -264276.812500 Penalty: 8814.104492
	Iteration 10Q: 3 clusters Score -264276.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -264304.156250 Penalty: 8814.104492
	Iteration 11Q: 3 clusters Score -264304.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -264334.281250 Penalty: 8814.104492
	Iteration 12Q: 3 clusters Score -264334.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -264381.312500 Penalty: 8814.104492
	Iteration 13Q: 3 clusters Score -264381.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -264427.125000 Penalty: 8814.104492
	Iteration 14Q: 3 clusters Score -264427.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -264495.781250 Penalty: 8814.104492
	Iteration 15Q: 3 clusters Score -264495.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -264571.937500 Penalty: 8814.104492
	Iteration 16Q: 3 clusters Score -264571.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -264646.062500 Penalty: 8814.104492
	Iteration 17Q: 3 clusters Score -264646.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -264729.062500 Penalty: 8814.104492
	Iteration 18Q: 3 clusters Score -264729.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -264807.937500 Penalty: 8814.104492
	Iteration 19Q: 3 clusters Score -264807.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -264914.718750 Penalty: 8814.104492
	Iteration 20F: 3 clusters Score -264914.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -265014.625000 Penalty: 8814.104492
	Iteration 21Q: 3 clusters Score -265014.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -265137.750000 Penalty: 8814.104492
	Iteration 22Q: 3 clusters Score -265137.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -265162.906250 Penalty: 8814.104492
	Iteration 23Q: 3 clusters Score -265162.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -265179.625000 Penalty: 8814.104492
	Iteration 24Q: 3 clusters Score -265179.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -265186.625000 Penalty: 8814.104492
	Iteration 25Q: 3 clusters Score -265186.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -265190.093750 Penalty: 8814.104492
	Iteration 26Q: 3 clusters Score -265190.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -265190.093750 Penalty: 8814.104492
	Iteration 27F: 3 clusters Score -265190.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 15017 members 
Mstep: Class 3 contains 35752 members 
Mstep: Class 4 contains 61059 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 28979 members 
Mstep: Class 7 contains 8849 members 
Mstep: Class 8 contains 809 members 
Mstep: Class 9 contains 9490 members 
Mstep: Class 10 contains 32617 members 
Mstep: Class 11 contains 70961 members 
Mstep: Class 12 contains 9885 members 
Mstep: Class 13 contains 858 members 
Mstep: Class 14 contains 141233 members 
Mstep: Class 15 contains 7941 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 8325 members 
Mstep: Class 18 contains 12698 members 
Mstep: Class 19 contains 61342 members 
Mstep: Class 20 contains 28154 members 
Mstep: Class 21 contains 69342 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 4831 members 
Mstep: Class 24 contains 12810 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 31034 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 52049 members 
Mstep: Class 29 contains 524 members 
Entering Unmasked Estep 
Score: -157285936.000000 Penalty: 239503.718750
Splitting cluster 8 changes total score from -157289056.000000 to -157285936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (9490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Entering Unmasked Estep 
Score: -2134926.000000 Penalty: 5609.271484
	Iteration 0F: 2 clusters Score -2134926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -2124981.000000 Penalty: 11218.542969
	Iteration 0F: 3 clusters Score -2124981 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -2126971.500000 Penalty: 11218.542969
	Iteration 1F: 3 clusters Score -2126972 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -2127398.250000 Penalty: 11218.542969
	Iteration 2F: 3 clusters Score -2127398 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -2127654.250000 Penalty: 11218.542969
	Iteration 3Q: 3 clusters Score -2127654 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -2127823.750000 Penalty: 11218.542969
	Iteration 4Q: 3 clusters Score -2127824 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -2127936.750000 Penalty: 11218.542969
	Iteration 5Q: 3 clusters Score -2127937 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -2128007.500000 Penalty: 11218.542969
	Iteration 6Q: 3 clusters Score -2128008 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -2128079.000000 Penalty: 11218.542969
	Iteration 7Q: 3 clusters Score -2128079 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -2128126.000000 Penalty: 11218.542969
	Iteration 8Q: 3 clusters Score -2128126 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -2128175.250000 Penalty: 11218.542969
	Iteration 9Q: 3 clusters Score -2128175 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -2128201.500000 Penalty: 11218.542969
	Iteration 10Q: 3 clusters Score -2128202 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -2128239.750000 Penalty: 11218.542969
	Iteration 11Q: 3 clusters Score -2128240 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -2128271.000000 Penalty: 11218.542969
	Iteration 12Q: 3 clusters Score -2128271 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -2128295.250000 Penalty: 11218.542969
	Iteration 13Q: 3 clusters Score -2128295 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -2128314.000000 Penalty: 11218.542969
	Iteration 14Q: 3 clusters Score -2128314 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -2128338.750000 Penalty: 11218.542969
	Iteration 15Q: 3 clusters Score -2128339 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -2128360.000000 Penalty: 11218.542969
	Iteration 16Q: 3 clusters Score -2128360 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -2128366.750000 Penalty: 11218.542969
	Iteration 17Q: 3 clusters Score -2128367 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -2128386.250000 Penalty: 11218.542969
	Iteration 18Q: 3 clusters Score -2128386 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -2128397.000000 Penalty: 11218.542969
	Iteration 19Q: 3 clusters Score -2128397 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -2128408.250000 Penalty: 11218.542969
	Iteration 20F: 3 clusters Score -2128408 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -2128421.750000 Penalty: 11218.542969
	Iteration 21Q: 3 clusters Score -2128422 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -2128430.250000 Penalty: 11218.542969
	Iteration 22Q: 3 clusters Score -2128430 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -2128440.250000 Penalty: 11218.542969
	Iteration 23Q: 3 clusters Score -2128440 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -2128459.000000 Penalty: 11218.542969
	Iteration 24Q: 3 clusters Score -2128459 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -2128473.750000 Penalty: 11218.542969
	Iteration 25Q: 3 clusters Score -2128474 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -2128493.750000 Penalty: 11218.542969
	Iteration 26Q: 3 clusters Score -2128494 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -2128517.000000 Penalty: 11218.542969
	Iteration 27Q: 3 clusters Score -2128517 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -2128529.000000 Penalty: 11218.542969
	Iteration 28Q: 3 clusters Score -2128529 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -2128552.500000 Penalty: 11218.542969
	Iteration 29Q: 3 clusters Score -2128552 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -2128568.500000 Penalty: 11218.542969
	Iteration 30Q: 3 clusters Score -2128568 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -2128593.500000 Penalty: 11218.542969
	Iteration 31Q: 3 clusters Score -2128594 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -2128616.500000 Penalty: 11218.542969
	Iteration 32Q: 3 clusters Score -2128616 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -2128631.750000 Penalty: 11218.542969
	Iteration 33Q: 3 clusters Score -2128632 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -2128645.000000 Penalty: 11218.542969
	Iteration 34Q: 3 clusters Score -2128645 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -2128660.250000 Penalty: 11218.542969
	Iteration 35Q: 3 clusters Score -2128660 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -2128672.500000 Penalty: 11218.542969
	Iteration 36Q: 3 clusters Score -2128672 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -2128680.500000 Penalty: 11218.542969
	Iteration 37Q: 3 clusters Score -2128680 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -2128699.250000 Penalty: 11218.542969
	Iteration 38Q: 3 clusters Score -2128699 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -2128712.250000 Penalty: 11218.542969
	Iteration 39Q: 3 clusters Score -2128712 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -2128728.750000 Penalty: 11218.542969
	Iteration 40F: 3 clusters Score -2128729 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -2128752.250000 Penalty: 11218.542969
	Iteration 41Q: 3 clusters Score -2128752 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -2128771.250000 Penalty: 11218.542969
	Iteration 42Q: 3 clusters Score -2128771 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -2128779.250000 Penalty: 11218.542969
	Iteration 43Q: 3 clusters Score -2128779 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -2128786.500000 Penalty: 11218.542969
	Iteration 44Q: 3 clusters Score -2128786 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -2128792.500000 Penalty: 11218.542969
	Iteration 45Q: 3 clusters Score -2128792 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -2128807.000000 Penalty: 11218.542969
	Iteration 46Q: 3 clusters Score -2128807 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -2128817.000000 Penalty: 11218.542969
	Iteration 47Q: 3 clusters Score -2128817 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -2128829.000000 Penalty: 11218.542969
	Iteration 48Q: 3 clusters Score -2128829 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -2128837.500000 Penalty: 11218.542969
	Iteration 49Q: 3 clusters Score -2128838 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -2128857.250000 Penalty: 11218.542969
	Iteration 50Q: 3 clusters Score -2128857 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -2128881.500000 Penalty: 11218.542969
	Iteration 51Q: 3 clusters Score -2128882 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -2128891.000000 Penalty: 11218.542969
	Iteration 52Q: 3 clusters Score -2128891 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -2128911.500000 Penalty: 11218.542969
	Iteration 53Q: 3 clusters Score -2128912 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -2128925.250000 Penalty: 11218.542969
	Iteration 54Q: 3 clusters Score -2128925 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -2128932.000000 Penalty: 11218.542969
	Iteration 55Q: 3 clusters Score -2128932 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -2128941.250000 Penalty: 11218.542969
	Iteration 56Q: 3 clusters Score -2128941 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -2128951.500000 Penalty: 11218.542969
	Iteration 57Q: 3 clusters Score -2128952 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -2128962.750000 Penalty: 11218.542969
	Iteration 58Q: 3 clusters Score -2128963 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -2128975.500000 Penalty: 11218.542969
	Iteration 59Q: 3 clusters Score -2128976 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -2128987.250000 Penalty: 11218.542969
	Iteration 60F: 3 clusters Score -2128987 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -2128998.250000 Penalty: 11218.542969
	Iteration 61Q: 3 clusters Score -2128998 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -2129011.500000 Penalty: 11218.542969
	Iteration 62Q: 3 clusters Score -2129012 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -2129026.750000 Penalty: 11218.542969
	Iteration 63Q: 3 clusters Score -2129027 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -2129041.250000 Penalty: 11218.542969
	Iteration 64Q: 3 clusters Score -2129041 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -2129045.000000 Penalty: 11218.542969
	Iteration 65Q: 3 clusters Score -2129045 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -2129062.000000 Penalty: 11218.542969
	Iteration 66Q: 3 clusters Score -2129062 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -2129073.500000 Penalty: 11218.542969
	Iteration 67Q: 3 clusters Score -2129074 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -2129088.500000 Penalty: 11218.542969
	Iteration 68Q: 3 clusters Score -2129088 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -2129103.000000 Penalty: 11218.542969
	Iteration 69Q: 3 clusters Score -2129103 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -2129120.500000 Penalty: 11218.542969
	Iteration 70Q: 3 clusters Score -2129120 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -2129141.000000 Penalty: 11218.542969
	Iteration 71Q: 3 clusters Score -2129141 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -2129157.750000 Penalty: 11218.542969
	Iteration 72Q: 3 clusters Score -2129158 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -2129169.750000 Penalty: 11218.542969
	Iteration 73Q: 3 clusters Score -2129170 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -2129190.750000 Penalty: 11218.542969
	Iteration 74Q: 3 clusters Score -2129191 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -2129207.000000 Penalty: 11218.542969
	Iteration 75Q: 3 clusters Score -2129207 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -2129222.250000 Penalty: 11218.542969
	Iteration 76Q: 3 clusters Score -2129222 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -2129238.500000 Penalty: 11218.542969
	Iteration 77Q: 3 clusters Score -2129238 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -2129260.750000 Penalty: 11218.542969
	Iteration 78Q: 3 clusters Score -2129261 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -2129274.500000 Penalty: 11218.542969
	Iteration 79Q: 3 clusters Score -2129274 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -2129294.250000 Penalty: 11218.542969
	Iteration 80F: 3 clusters Score -2129294 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -2129310.000000 Penalty: 11218.542969
	Iteration 81Q: 3 clusters Score -2129310 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -2129323.250000 Penalty: 11218.542969
	Iteration 82Q: 3 clusters Score -2129323 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -2129333.500000 Penalty: 11218.542969
	Iteration 83Q: 3 clusters Score -2129334 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -2129350.250000 Penalty: 11218.542969
	Iteration 84Q: 3 clusters Score -2129350 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -2129368.500000 Penalty: 11218.542969
	Iteration 85Q: 3 clusters Score -2129368 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -2129400.750000 Penalty: 11218.542969
	Iteration 86Q: 3 clusters Score -2129401 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -2129417.750000 Penalty: 11218.542969
	Iteration 87Q: 3 clusters Score -2129418 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -2129444.000000 Penalty: 11218.542969
	Iteration 88Q: 3 clusters Score -2129444 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -2129456.750000 Penalty: 11218.542969
	Iteration 89Q: 3 clusters Score -2129457 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -2129476.500000 Penalty: 11218.542969
	Iteration 90Q: 3 clusters Score -2129476 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -2129486.500000 Penalty: 11218.542969
	Iteration 91Q: 3 clusters Score -2129486 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -2129505.000000 Penalty: 11218.542969
	Iteration 92Q: 3 clusters Score -2129505 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -2129517.750000 Penalty: 11218.542969
	Iteration 93Q: 3 clusters Score -2129518 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -2129537.000000 Penalty: 11218.542969
	Iteration 94Q: 3 clusters Score -2129537 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -2129550.000000 Penalty: 11218.542969
	Iteration 95Q: 3 clusters Score -2129550 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -2129568.750000 Penalty: 11218.542969
	Iteration 96Q: 3 clusters Score -2129569 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -2129575.250000 Penalty: 11218.542969
	Iteration 97Q: 3 clusters Score -2129575 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -2129584.250000 Penalty: 11218.542969
	Iteration 98Q: 3 clusters Score -2129584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -2129589.750000 Penalty: 11218.542969
	Iteration 99Q: 3 clusters Score -2129590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -2129588.750000 Penalty: 11218.542969
	Iteration 100F: 3 clusters Score -2129589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -2129594.750000 Penalty: 11218.542969
	Iteration 101Q: 3 clusters Score -2129595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -2129598.250000 Penalty: 11218.542969
	Iteration 102Q: 3 clusters Score -2129598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -2129599.750000 Penalty: 11218.542969
	Iteration 103Q: 3 clusters Score -2129600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -2129605.500000 Penalty: 11218.542969
	Iteration 104Q: 3 clusters Score -2129606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -2129609.500000 Penalty: 11218.542969
	Iteration 105Q: 3 clusters Score -2129610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -2129616.750000 Penalty: 11218.542969
	Iteration 106Q: 3 clusters Score -2129617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -2129620.000000 Penalty: 11218.542969
	Iteration 107Q: 3 clusters Score -2129620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -2129631.750000 Penalty: 11218.542969
	Iteration 108Q: 3 clusters Score -2129632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -2129633.000000 Penalty: 11218.542969
	Iteration 109Q: 3 clusters Score -2129633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -2129635.000000 Penalty: 11218.542969
	Iteration 110Q: 3 clusters Score -2129635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -2129639.750000 Penalty: 11218.542969
	Iteration 111Q: 3 clusters Score -2129640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -2129645.750000 Penalty: 11218.542969
	Iteration 112Q: 3 clusters Score -2129646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -2129650.500000 Penalty: 11218.542969
	Iteration 113Q: 3 clusters Score -2129650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -2129659.000000 Penalty: 11218.542969
	Iteration 114Q: 3 clusters Score -2129659 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -2129666.250000 Penalty: 11218.542969
	Iteration 115Q: 3 clusters Score -2129666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -2129673.000000 Penalty: 11218.542969
	Iteration 116Q: 3 clusters Score -2129673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -2129685.250000 Penalty: 11218.542969
	Iteration 117Q: 3 clusters Score -2129685 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -2129694.000000 Penalty: 11218.542969
	Iteration 118Q: 3 clusters Score -2129694 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -2129706.500000 Penalty: 11218.542969
	Iteration 119Q: 3 clusters Score -2129706 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -2129725.750000 Penalty: 11218.542969
	Iteration 120F: 3 clusters Score -2129726 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -2129734.500000 Penalty: 11218.542969
	Iteration 121Q: 3 clusters Score -2129734 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -2129748.000000 Penalty: 11218.542969
	Iteration 122Q: 3 clusters Score -2129748 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -2129757.250000 Penalty: 11218.542969
	Iteration 123Q: 3 clusters Score -2129757 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -2129772.000000 Penalty: 11218.542969
	Iteration 124Q: 3 clusters Score -2129772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -2129775.500000 Penalty: 11218.542969
	Iteration 125Q: 3 clusters Score -2129776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -2129783.750000 Penalty: 11218.542969
	Iteration 126Q: 3 clusters Score -2129784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -2129792.250000 Penalty: 11218.542969
	Iteration 127Q: 3 clusters Score -2129792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -2129798.500000 Penalty: 11218.542969
	Iteration 128Q: 3 clusters Score -2129798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -2129807.750000 Penalty: 11218.542969
	Iteration 129Q: 3 clusters Score -2129808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -2129811.000000 Penalty: 11218.542969
	Iteration 130Q: 3 clusters Score -2129811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -2129819.500000 Penalty: 11218.542969
	Iteration 131Q: 3 clusters Score -2129820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -2129823.250000 Penalty: 11218.542969
	Iteration 132Q: 3 clusters Score -2129823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -2129830.500000 Penalty: 11218.542969
	Iteration 133Q: 3 clusters Score -2129830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -2129839.750000 Penalty: 11218.542969
	Iteration 134Q: 3 clusters Score -2129840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -2129842.750000 Penalty: 11218.542969
	Iteration 135Q: 3 clusters Score -2129843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -2129846.500000 Penalty: 11218.542969
	Iteration 136Q: 3 clusters Score -2129846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -2129847.750000 Penalty: 11218.542969
	Iteration 137Q: 3 clusters Score -2129848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -2129853.250000 Penalty: 11218.542969
	Iteration 138Q: 3 clusters Score -2129853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -2129856.250000 Penalty: 11218.542969
	Iteration 139Q: 3 clusters Score -2129856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -2129854.750000 Penalty: 11218.542969
	Iteration 140F: 3 clusters Score -2129855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -2129857.000000 Penalty: 11218.542969
	Iteration 141Q: 3 clusters Score -2129857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -2129858.000000 Penalty: 11218.542969
	Iteration 142Q: 3 clusters Score -2129858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -2129860.250000 Penalty: 11218.542969
	Iteration 143Q: 3 clusters Score -2129860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -2129864.500000 Penalty: 11218.542969
	Iteration 144Q: 3 clusters Score -2129864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -2129868.250000 Penalty: 11218.542969
	Iteration 145Q: 3 clusters Score -2129868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -2129869.250000 Penalty: 11218.542969
	Iteration 146Q: 3 clusters Score -2129869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -2129872.500000 Penalty: 11218.542969
	Iteration 147Q: 3 clusters Score -2129872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -2129877.000000 Penalty: 11218.542969
	Iteration 148Q: 3 clusters Score -2129877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -2129875.250000 Penalty: 11218.542969
	Iteration 149Q: 3 clusters Score -2129875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -2129883.250000 Penalty: 11218.542969
	Iteration 150Q: 3 clusters Score -2129883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -2129884.000000 Penalty: 11218.542969
	Iteration 151Q: 3 clusters Score -2129884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -2129886.000000 Penalty: 11218.542969
	Iteration 152Q: 3 clusters Score -2129886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -2129882.750000 Penalty: 11218.542969
	Iteration 153Q: 3 clusters Score -2129883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -2129890.500000 Penalty: 11218.542969
	Iteration 154Q: 3 clusters Score -2129890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -2129898.500000 Penalty: 11218.542969
	Iteration 155Q: 3 clusters Score -2129898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -2129904.750000 Penalty: 11218.542969
	Iteration 156Q: 3 clusters Score -2129905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -2129903.750000 Penalty: 11218.542969
	Iteration 157Q: 3 clusters Score -2129904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -2129904.000000 Penalty: 11218.542969
	Iteration 158Q: 3 clusters Score -2129904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -2129904.750000 Penalty: 11218.542969
	Iteration 159Q: 3 clusters Score -2129905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -2129905.750000 Penalty: 11218.542969
	Iteration 160F: 3 clusters Score -2129906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (32617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32617 members 
Entering Unmasked Estep 
Score: -6958002.500000 Penalty: 6365.460449
	Iteration 0F: 2 clusters Score -6958002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -6933454.000000 Penalty: 12730.920898
	Iteration 0F: 3 clusters Score -6933454 nChanged 14010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -6941079.500000 Penalty: 12730.920898
	Iteration 1F: 3 clusters Score -6941080 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -6942226.000000 Penalty: 12730.920898
	Iteration 2F: 3 clusters Score -6942226 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -6943115.000000 Penalty: 12730.920898
	Iteration 3F: 3 clusters Score -6943115 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -6944109.500000 Penalty: 12730.920898
	Iteration 4Q: 3 clusters Score -6944110 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -6945209.500000 Penalty: 12730.920898
	Iteration 5F: 3 clusters Score -6945210 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -6946432.500000 Penalty: 12730.920898
	Iteration 6F: 3 clusters Score -6946432 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -6947581.500000 Penalty: 12730.920898
	Iteration 7F: 3 clusters Score -6947582 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -6948649.500000 Penalty: 12730.920898
	Iteration 8F: 3 clusters Score -6948650 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -6949546.000000 Penalty: 12730.920898
	Iteration 9Q: 3 clusters Score -6949546 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -6950406.000000 Penalty: 12730.920898
	Iteration 10Q: 3 clusters Score -6950406 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -6951158.500000 Penalty: 12730.920898
	Iteration 11Q: 3 clusters Score -6951158 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -6951944.000000 Penalty: 12730.920898
	Iteration 12Q: 3 clusters Score -6951944 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -6952623.500000 Penalty: 12730.920898
	Iteration 13Q: 3 clusters Score -6952624 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -6953270.500000 Penalty: 12730.920898
	Iteration 14Q: 3 clusters Score -6953270 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -6953665.500000 Penalty: 12730.920898
	Iteration 15Q: 3 clusters Score -6953666 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -6953990.000000 Penalty: 12730.920898
	Iteration 16Q: 3 clusters Score -6953990 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -6954259.000000 Penalty: 12730.920898
	Iteration 17Q: 3 clusters Score -6954259 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -6954458.500000 Penalty: 12730.920898
	Iteration 18Q: 3 clusters Score -6954458 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -6954659.000000 Penalty: 12730.920898
	Iteration 19Q: 3 clusters Score -6954659 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -6954800.500000 Penalty: 12730.920898
	Iteration 20F: 3 clusters Score -6954800 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -6954956.000000 Penalty: 12730.920898
	Iteration 21Q: 3 clusters Score -6954956 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -6955116.500000 Penalty: 12730.920898
	Iteration 22Q: 3 clusters Score -6955116 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -6955215.500000 Penalty: 12730.920898
	Iteration 23Q: 3 clusters Score -6955216 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -6955301.000000 Penalty: 12730.920898
	Iteration 24Q: 3 clusters Score -6955301 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -6955356.500000 Penalty: 12730.920898
	Iteration 25Q: 3 clusters Score -6955356 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -6955386.000000 Penalty: 12730.920898
	Iteration 26Q: 3 clusters Score -6955386 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -6955433.000000 Penalty: 12730.920898
	Iteration 27Q: 3 clusters Score -6955433 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -6955478.000000 Penalty: 12730.920898
	Iteration 28Q: 3 clusters Score -6955478 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 24187 members 
Entering Unmasked Estep 
Score: -6955510.000000 Penalty: 12730.920898
	Iteration 29Q: 3 clusters Score -6955510 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -6955543.000000 Penalty: 12730.920898
	Iteration 30Q: 3 clusters Score -6955543 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -6955562.000000 Penalty: 12730.920898
	Iteration 31Q: 3 clusters Score -6955562 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -6955595.500000 Penalty: 12730.920898
	Iteration 32Q: 3 clusters Score -6955596 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -6955624.500000 Penalty: 12730.920898
	Iteration 33Q: 3 clusters Score -6955624 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -6955665.500000 Penalty: 12730.920898
	Iteration 34Q: 3 clusters Score -6955666 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 24794 members 
Entering Unmasked Estep 
Score: -6955677.000000 Penalty: 12730.920898
	Iteration 35Q: 3 clusters Score -6955677 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -6955680.000000 Penalty: 12730.920898
	Iteration 36Q: 3 clusters Score -6955680 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -6955721.000000 Penalty: 12730.920898
	Iteration 37Q: 3 clusters Score -6955721 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -6955741.500000 Penalty: 12730.920898
	Iteration 38Q: 3 clusters Score -6955742 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
Score: -6955764.000000 Penalty: 12730.920898
	Iteration 39Q: 3 clusters Score -6955764 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -6955793.000000 Penalty: 12730.920898
	Iteration 40F: 3 clusters Score -6955793 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -6955795.500000 Penalty: 12730.920898
	Iteration 41Q: 3 clusters Score -6955796 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -6955823.000000 Penalty: 12730.920898
	Iteration 42Q: 3 clusters Score -6955823 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -6955839.000000 Penalty: 12730.920898
	Iteration 43Q: 3 clusters Score -6955839 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 25353 members 
Entering Unmasked Estep 
Score: -6955831.500000 Penalty: 12730.920898
	Iteration 44Q: 3 clusters Score -6955832 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -6955828.000000 Penalty: 12730.920898
	Iteration 45Q: 3 clusters Score -6955828 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -6955847.000000 Penalty: 12730.920898
	Iteration 46Q: 3 clusters Score -6955847 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 25458 members 
Entering Unmasked Estep 
Score: -6955838.500000 Penalty: 12730.920898
	Iteration 47Q: 3 clusters Score -6955838 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 25488 members 
Entering Unmasked Estep 
Score: -6955850.000000 Penalty: 12730.920898
	Iteration 48Q: 3 clusters Score -6955850 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -6955854.000000 Penalty: 12730.920898
	Iteration 49Q: 3 clusters Score -6955854 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -6955861.000000 Penalty: 12730.920898
	Iteration 50Q: 3 clusters Score -6955861 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 25570 members 
Entering Unmasked Estep 
Score: -6955869.000000 Penalty: 12730.920898
	Iteration 51Q: 3 clusters Score -6955869 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 25588 members 
Entering Unmasked Estep 
Score: -6955874.500000 Penalty: 12730.920898
	Iteration 52Q: 3 clusters Score -6955874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 25599 members 
Entering Unmasked Estep 
Score: -6955881.500000 Penalty: 12730.920898
	Iteration 53Q: 3 clusters Score -6955882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 25607 members 
Entering Unmasked Estep 
Score: -6955893.500000 Penalty: 12730.920898
	Iteration 54Q: 3 clusters Score -6955894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -6955889.500000 Penalty: 12730.920898
	Iteration 55Q: 3 clusters Score -6955890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -6955891.000000 Penalty: 12730.920898
	Iteration 56Q: 3 clusters Score -6955891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -6955904.500000 Penalty: 12730.920898
	Iteration 57Q: 3 clusters Score -6955904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -6955915.000000 Penalty: 12730.920898
	Iteration 58Q: 3 clusters Score -6955915 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -6955912.500000 Penalty: 12730.920898
	Iteration 59Q: 3 clusters Score -6955912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -6955907.000000 Penalty: 12730.920898
	Iteration 60F: 3 clusters Score -6955907 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
Score: -6955907.500000 Penalty: 12730.920898
	Iteration 61Q: 3 clusters Score -6955908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 25703 members 
Entering Unmasked Estep 
Score: -6955920.500000 Penalty: 12730.920898
	Iteration 62Q: 3 clusters Score -6955920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 25708 members 
Entering Unmasked Estep 
Score: -6955915.500000 Penalty: 12730.920898
	Iteration 63Q: 3 clusters Score -6955916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -6955916.500000 Penalty: 12730.920898
	Iteration 64Q: 3 clusters Score -6955916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 25717 members 
Entering Unmasked Estep 
Score: -6955913.000000 Penalty: 12730.920898
	Iteration 65Q: 3 clusters Score -6955913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -6955917.000000 Penalty: 12730.920898
	Iteration 66Q: 3 clusters Score -6955917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -6955917.500000 Penalty: 12730.920898
	Iteration 67Q: 3 clusters Score -6955918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -6955910.000000 Penalty: 12730.920898
	Iteration 68Q: 3 clusters Score -6955910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -6955910.000000 Penalty: 12730.920898
	Iteration 69F: 3 clusters Score -6955910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (70961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70961 members 
Entering Unmasked Estep 
Score: -15864520.000000 Penalty: 6841.555176
	Iteration 0F: 2 clusters Score -1.586452e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35481 members 
Mstep: Class 2 contains 35480 members 
Entering Unmasked Estep 
Score: -15815602.000000 Penalty: 13683.110352
	Iteration 0F: 3 clusters Score -1.58156e+07 nChanged 31956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34897 members 
Mstep: Class 2 contains 36064 members 
Entering Unmasked Estep 
Score: -15833098.000000 Penalty: 13683.110352
	Iteration 1F: 3 clusters Score -1.58331e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34257 members 
Mstep: Class 2 contains 36704 members 
Entering Unmasked Estep 
Score: -15834548.000000 Penalty: 13683.110352
	Iteration 2F: 3 clusters Score -1.583455e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33304 members 
Mstep: Class 2 contains 37657 members 
Entering Unmasked Estep 
Score: -15836158.000000 Penalty: 13683.110352
	Iteration 3F: 3 clusters Score -1.583616e+07 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31889 members 
Mstep: Class 2 contains 39072 members 
Entering Unmasked Estep 
Score: -15837806.000000 Penalty: 13683.110352
	Iteration 4F: 3 clusters Score -1.583781e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30018 members 
Mstep: Class 2 contains 40943 members 
Entering Unmasked Estep 
Score: -15839658.000000 Penalty: 13683.110352
	Iteration 5F: 3 clusters Score -1.583966e+07 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 43191 members 
Entering Unmasked Estep 
Score: -15841707.000000 Penalty: 13683.110352
	Iteration 6F: 3 clusters Score -1.584171e+07 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 45750 members 
Entering Unmasked Estep 
Score: -15843719.000000 Penalty: 13683.110352
	Iteration 7F: 3 clusters Score -1.584372e+07 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 48405 members 
Entering Unmasked Estep 
Score: -15845843.000000 Penalty: 13683.110352
	Iteration 8F: 3 clusters Score -1.584584e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 51120 members 
Entering Unmasked Estep 
Score: -15847609.000000 Penalty: 13683.110352
	Iteration 9Q: 3 clusters Score -1.584761e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 53833 members 
Entering Unmasked Estep 
Score: -15849238.000000 Penalty: 13683.110352
	Iteration 10Q: 3 clusters Score -1.584924e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 56366 members 
Entering Unmasked Estep 
Score: -15850748.000000 Penalty: 13683.110352
	Iteration 11Q: 3 clusters Score -1.585075e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 58744 members 
Entering Unmasked Estep 
Score: -15852125.000000 Penalty: 13683.110352
	Iteration 12Q: 3 clusters Score -1.585212e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 60941 members 
Entering Unmasked Estep 
Score: -15853495.000000 Penalty: 13683.110352
	Iteration 13Q: 3 clusters Score -1.58535e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 62876 members 
Entering Unmasked Estep 
Score: -15854567.000000 Penalty: 13683.110352
	Iteration 14Q: 3 clusters Score -1.585457e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 64548 members 
Entering Unmasked Estep 
Score: -15855606.000000 Penalty: 13683.110352
	Iteration 15Q: 3 clusters Score -1.585561e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 65888 members 
Entering Unmasked Estep 
Score: -15856412.000000 Penalty: 13683.110352
	Iteration 16Q: 3 clusters Score -1.585641e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 66881 members 
Entering Unmasked Estep 
Score: -15856967.000000 Penalty: 13683.110352
	Iteration 17Q: 3 clusters Score -1.585697e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 67579 members 
Entering Unmasked Estep 
Score: -15857499.000000 Penalty: 13683.110352
	Iteration 18Q: 3 clusters Score -1.58575e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 68084 members 
Entering Unmasked Estep 
Score: -15857842.000000 Penalty: 13683.110352
	Iteration 19Q: 3 clusters Score -1.585784e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 68457 members 
Entering Unmasked Estep 
Score: -15858052.000000 Penalty: 13683.110352
	Iteration 20F: 3 clusters Score -1.585805e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 68721 members 
Entering Unmasked Estep 
Score: -15858220.000000 Penalty: 13683.110352
	Iteration 21Q: 3 clusters Score -1.585822e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 68909 members 
Entering Unmasked Estep 
Score: -15858364.000000 Penalty: 13683.110352
	Iteration 22Q: 3 clusters Score -1.585836e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 69060 members 
Entering Unmasked Estep 
Score: -15858433.000000 Penalty: 13683.110352
	Iteration 23Q: 3 clusters Score -1.585843e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 69157 members 
Entering Unmasked Estep 
Score: -15858506.000000 Penalty: 13683.110352
	Iteration 24Q: 3 clusters Score -1.585851e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 69238 members 
Entering Unmasked Estep 
Score: -15858550.000000 Penalty: 13683.110352
	Iteration 25Q: 3 clusters Score -1.585855e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 69295 members 
Entering Unmasked Estep 
Score: -15858604.000000 Penalty: 13683.110352
	Iteration 26Q: 3 clusters Score -1.58586e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 69336 members 
Entering Unmasked Estep 
Score: -15858633.000000 Penalty: 13683.110352
	Iteration 27Q: 3 clusters Score -1.585863e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 69368 members 
Entering Unmasked Estep 
Score: -15858642.000000 Penalty: 13683.110352
	Iteration 28Q: 3 clusters Score -1.585864e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 69387 members 
Entering Unmasked Estep 
Score: -15858648.000000 Penalty: 13683.110352
	Iteration 29Q: 3 clusters Score -1.585865e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 69409 members 
Entering Unmasked Estep 
Score: -15858659.000000 Penalty: 13683.110352
	Iteration 30Q: 3 clusters Score -1.585866e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 69431 members 
Entering Unmasked Estep 
Score: -15858685.000000 Penalty: 13683.110352
	Iteration 31Q: 3 clusters Score -1.585868e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 69447 members 
Entering Unmasked Estep 
Score: -15858688.000000 Penalty: 13683.110352
	Iteration 32Q: 3 clusters Score -1.585869e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 69453 members 
Entering Unmasked Estep 
Score: -15858703.000000 Penalty: 13683.110352
	Iteration 33Q: 3 clusters Score -1.58587e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 69459 members 
Entering Unmasked Estep 
Score: -15858714.000000 Penalty: 13683.110352
	Iteration 34Q: 3 clusters Score -1.585871e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 69465 members 
Entering Unmasked Estep 
Score: -15858707.000000 Penalty: 13683.110352
	Iteration 35Q: 3 clusters Score -1.585871e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 69467 members 
Entering Unmasked Estep 
Score: -15858718.000000 Penalty: 13683.110352
	Iteration 36Q: 3 clusters Score -1.585872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 69472 members 
Entering Unmasked Estep 
Score: -15858726.000000 Penalty: 13683.110352
	Iteration 37Q: 3 clusters Score -1.585873e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 69478 members 
Entering Unmasked Estep 
Score: -15858719.000000 Penalty: 13683.110352
	Iteration 38Q: 3 clusters Score -1.585872e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 69479 members 
Entering Unmasked Estep 
Score: -15858720.000000 Penalty: 13683.110352
	Iteration 39Q: 3 clusters Score -1.585872e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 69483 members 
Entering Unmasked Estep 
Score: -15858716.000000 Penalty: 13683.110352
	Iteration 40F: 3 clusters Score -1.585872e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 69485 members 
Entering Unmasked Estep 
Score: -15858703.000000 Penalty: 13683.110352
	Iteration 41Q: 3 clusters Score -1.58587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 69487 members 
Entering Unmasked Estep 
Score: -15858701.000000 Penalty: 13683.110352
	Iteration 42Q: 3 clusters Score -1.58587e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 69488 members 
Entering Unmasked Estep 
Score: -15858716.000000 Penalty: 13683.110352
	Iteration 43Q: 3 clusters Score -1.585872e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 69491 members 
Entering Unmasked Estep 
Score: -15858704.000000 Penalty: 13683.110352
	Iteration 44Q: 3 clusters Score -1.58587e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 69493 members 
Entering Unmasked Estep 
Score: -15858705.000000 Penalty: 13683.110352
	Iteration 45Q: 3 clusters Score -1.58587e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 69492 members 
Entering Unmasked Estep 
Score: -15858713.000000 Penalty: 13683.110352
	Iteration 46Q: 3 clusters Score -1.585871e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 69492 members 
Entering Unmasked Estep 
Score: -15858706.000000 Penalty: 13683.110352
	Iteration 47Q: 3 clusters Score -1.585871e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 69492 members 
Entering Unmasked Estep 
Score: -15858706.000000 Penalty: 13683.110352
	Iteration 48F: 3 clusters Score -1.585871e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Entering Unmasked Estep 
Score: -2127876.250000 Penalty: 5634.248535
	Iteration 0F: 2 clusters Score -2127876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -2117774.750000 Penalty: 11268.497070
	Iteration 0F: 3 clusters Score -2117775 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -2119928.500000 Penalty: 11268.497070
	Iteration 1F: 3 clusters Score -2119928 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -2120367.500000 Penalty: 11268.497070
	Iteration 2F: 3 clusters Score -2120368 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -2120624.250000 Penalty: 11268.497070
	Iteration 3Q: 3 clusters Score -2120624 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -2120804.750000 Penalty: 11268.497070
	Iteration 4Q: 3 clusters Score -2120805 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -2120967.750000 Penalty: 11268.497070
	Iteration 5Q: 3 clusters Score -2120968 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -2121129.000000 Penalty: 11268.497070
	Iteration 6Q: 3 clusters Score -2121129 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -2121261.250000 Penalty: 11268.497070
	Iteration 7Q: 3 clusters Score -2121261 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -2121384.250000 Penalty: 11268.497070
	Iteration 8Q: 3 clusters Score -2121384 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -2121482.500000 Penalty: 11268.497070
	Iteration 9Q: 3 clusters Score -2121482 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -2121564.750000 Penalty: 11268.497070
	Iteration 10Q: 3 clusters Score -2121565 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -2121660.000000 Penalty: 11268.497070
	Iteration 11Q: 3 clusters Score -2121660 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -2121737.000000 Penalty: 11268.497070
	Iteration 12Q: 3 clusters Score -2121737 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -2121817.500000 Penalty: 11268.497070
	Iteration 13Q: 3 clusters Score -2121818 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -2121891.750000 Penalty: 11268.497070
	Iteration 14Q: 3 clusters Score -2121892 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -2121957.750000 Penalty: 11268.497070
	Iteration 15Q: 3 clusters Score -2121958 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -2122022.500000 Penalty: 11268.497070
	Iteration 16Q: 3 clusters Score -2122022 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -2122092.250000 Penalty: 11268.497070
	Iteration 17Q: 3 clusters Score -2122092 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -2122150.000000 Penalty: 11268.497070
	Iteration 18Q: 3 clusters Score -2122150 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -2122203.000000 Penalty: 11268.497070
	Iteration 19Q: 3 clusters Score -2122203 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -2122263.500000 Penalty: 11268.497070
	Iteration 20F: 3 clusters Score -2122264 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -2122308.000000 Penalty: 11268.497070
	Iteration 21Q: 3 clusters Score -2122308 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -2122360.500000 Penalty: 11268.497070
	Iteration 22Q: 3 clusters Score -2122360 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -2122406.500000 Penalty: 11268.497070
	Iteration 23Q: 3 clusters Score -2122406 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -2122437.750000 Penalty: 11268.497070
	Iteration 24Q: 3 clusters Score -2122438 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -2122456.000000 Penalty: 11268.497070
	Iteration 25Q: 3 clusters Score -2122456 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -2122476.750000 Penalty: 11268.497070
	Iteration 26Q: 3 clusters Score -2122477 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -2122491.250000 Penalty: 11268.497070
	Iteration 27Q: 3 clusters Score -2122491 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -2122510.000000 Penalty: 11268.497070
	Iteration 28Q: 3 clusters Score -2122510 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2122517.250000 Penalty: 11268.497070
	Iteration 29Q: 3 clusters Score -2122517 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2122532.750000 Penalty: 11268.497070
	Iteration 30Q: 3 clusters Score -2122533 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -2122539.750000 Penalty: 11268.497070
	Iteration 31Q: 3 clusters Score -2122540 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -2122547.000000 Penalty: 11268.497070
	Iteration 32Q: 3 clusters Score -2122547 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -2122553.000000 Penalty: 11268.497070
	Iteration 33Q: 3 clusters Score -2122553 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2122563.000000 Penalty: 11268.497070
	Iteration 34Q: 3 clusters Score -2122563 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -2122571.000000 Penalty: 11268.497070
	Iteration 35Q: 3 clusters Score -2122571 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -2122581.000000 Penalty: 11268.497070
	Iteration 36Q: 3 clusters Score -2122581 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -2122597.250000 Penalty: 11268.497070
	Iteration 37Q: 3 clusters Score -2122597 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -2122598.250000 Penalty: 11268.497070
	Iteration 38Q: 3 clusters Score -2122598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -2122607.000000 Penalty: 11268.497070
	Iteration 39Q: 3 clusters Score -2122607 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -2122614.000000 Penalty: 11268.497070
	Iteration 40F: 3 clusters Score -2122614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -2122622.250000 Penalty: 11268.497070
	Iteration 41Q: 3 clusters Score -2122622 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -2122635.750000 Penalty: 11268.497070
	Iteration 42Q: 3 clusters Score -2122636 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -2122648.250000 Penalty: 11268.497070
	Iteration 43Q: 3 clusters Score -2122648 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -2122667.750000 Penalty: 11268.497070
	Iteration 44Q: 3 clusters Score -2122668 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -2122678.000000 Penalty: 11268.497070
	Iteration 45Q: 3 clusters Score -2122678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -2122684.500000 Penalty: 11268.497070
	Iteration 46Q: 3 clusters Score -2122684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2122695.500000 Penalty: 11268.497070
	Iteration 47Q: 3 clusters Score -2122696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -2122700.750000 Penalty: 11268.497070
	Iteration 48Q: 3 clusters Score -2122701 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -2122704.750000 Penalty: 11268.497070
	Iteration 49Q: 3 clusters Score -2122705 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -2122718.000000 Penalty: 11268.497070
	Iteration 50Q: 3 clusters Score -2122718 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -2122727.750000 Penalty: 11268.497070
	Iteration 51Q: 3 clusters Score -2122728 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -2122736.250000 Penalty: 11268.497070
	Iteration 52Q: 3 clusters Score -2122736 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -2122741.000000 Penalty: 11268.497070
	Iteration 53Q: 3 clusters Score -2122741 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2122748.500000 Penalty: 11268.497070
	Iteration 54Q: 3 clusters Score -2122748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -2122758.000000 Penalty: 11268.497070
	Iteration 55Q: 3 clusters Score -2122758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -2122758.750000 Penalty: 11268.497070
	Iteration 56Q: 3 clusters Score -2122759 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -2122768.000000 Penalty: 11268.497070
	Iteration 57Q: 3 clusters Score -2122768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2122773.250000 Penalty: 11268.497070
	Iteration 58Q: 3 clusters Score -2122773 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2122783.250000 Penalty: 11268.497070
	Iteration 59Q: 3 clusters Score -2122783 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2122799.000000 Penalty: 11268.497070
	Iteration 60F: 3 clusters Score -2122799 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -2122802.250000 Penalty: 11268.497070
	Iteration 61Q: 3 clusters Score -2122802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -2122805.500000 Penalty: 11268.497070
	Iteration 62Q: 3 clusters Score -2122806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2122810.000000 Penalty: 11268.497070
	Iteration 63Q: 3 clusters Score -2122810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -2122824.250000 Penalty: 11268.497070
	Iteration 64Q: 3 clusters Score -2122824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2122829.000000 Penalty: 11268.497070
	Iteration 65Q: 3 clusters Score -2122829 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -2122833.500000 Penalty: 11268.497070
	Iteration 66Q: 3 clusters Score -2122834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2122838.250000 Penalty: 11268.497070
	Iteration 67Q: 3 clusters Score -2122838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2122839.000000 Penalty: 11268.497070
	Iteration 68Q: 3 clusters Score -2122839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -2122848.500000 Penalty: 11268.497070
	Iteration 69Q: 3 clusters Score -2122848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2122851.750000 Penalty: 11268.497070
	Iteration 70Q: 3 clusters Score -2122852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -2122853.000000 Penalty: 11268.497070
	Iteration 71Q: 3 clusters Score -2122853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -2122856.250000 Penalty: 11268.497070
	Iteration 72Q: 3 clusters Score -2122856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2122857.750000 Penalty: 11268.497070
	Iteration 73Q: 3 clusters Score -2122858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -2122861.750000 Penalty: 11268.497070
	Iteration 74Q: 3 clusters Score -2122862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2122860.250000 Penalty: 11268.497070
	Iteration 75Q: 3 clusters Score -2122860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -2122861.250000 Penalty: 11268.497070
	Iteration 76Q: 3 clusters Score -2122861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2122861.250000 Penalty: 11268.497070
	Iteration 77Q: 3 clusters Score -2122861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2122869.500000 Penalty: 11268.497070
	Iteration 78Q: 3 clusters Score -2122870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2122871.750000 Penalty: 11268.497070
	Iteration 79Q: 3 clusters Score -2122872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2122870.500000 Penalty: 11268.497070
	Iteration 80F: 3 clusters Score -2122870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -2122869.500000 Penalty: 11268.497070
	Iteration 81Q: 3 clusters Score -2122870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -2122870.000000 Penalty: 11268.497070
	Iteration 82Q: 3 clusters Score -2122870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2122871.750000 Penalty: 11268.497070
	Iteration 83Q: 3 clusters Score -2122872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2122871.750000 Penalty: 11268.497070
	Iteration 84F: 3 clusters Score -2122872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Entering Unmasked Estep 
Score: -161998.875000 Penalty: 4137.195312
	Iteration 0F: 2 clusters Score -161998.9 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 438 members 
Entering Unmasked Estep 
Score: -158348.734375 Penalty: 8274.390625
	Iteration 0F: 3 clusters Score -158348.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -158915.031250 Penalty: 8274.390625
	Iteration 1F: 3 clusters Score -158915 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -159145.750000 Penalty: 8274.390625
	Iteration 2F: 3 clusters Score -159145.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -159268.000000 Penalty: 8274.390625
	Iteration 3Q: 3 clusters Score -159268 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -159397.218750 Penalty: 8274.390625
	Iteration 4Q: 3 clusters Score -159397.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -159484.875000 Penalty: 8274.390625
	Iteration 5Q: 3 clusters Score -159484.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -159571.390625 Penalty: 8274.390625
	Iteration 6Q: 3 clusters Score -159571.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -159627.406250 Penalty: 8274.390625
	Iteration 7Q: 3 clusters Score -159627.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -159643.296875 Penalty: 8274.390625
	Iteration 8Q: 3 clusters Score -159643.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -159649.500000 Penalty: 8274.390625
	Iteration 9Q: 3 clusters Score -159649.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -159649.500000 Penalty: 8274.390625
	Iteration 10F: 3 clusters Score -159649.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (141233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141233 members 
Entering Unmasked Estep 
Score: -31305258.000000 Penalty: 7263.126953
	Iteration 0F: 2 clusters Score -3.130526e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70929 members 
Mstep: Class 2 contains 70304 members 
Entering Unmasked Estep 
Score: -31210154.000000 Penalty: 14526.253906
	Iteration 0F: 3 clusters Score -3.121015e+07 nChanged 65553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73254 members 
Mstep: Class 2 contains 67979 members 
Entering Unmasked Estep 
Score: -31246176.000000 Penalty: 14526.253906
	Iteration 1F: 3 clusters Score -3.124618e+07 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74619 members 
Mstep: Class 2 contains 66614 members 
Entering Unmasked Estep 
Score: -31247422.000000 Penalty: 14526.253906
	Iteration 2Q: 3 clusters Score -3.124742e+07 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76581 members 
Mstep: Class 2 contains 64652 members 
Entering Unmasked Estep 
Score: -31248808.000000 Penalty: 14526.253906
	Iteration 3Q: 3 clusters Score -3.124881e+07 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79348 members 
Mstep: Class 2 contains 61885 members 
Entering Unmasked Estep 
Score: -31250102.000000 Penalty: 14526.253906
	Iteration 4Q: 3 clusters Score -3.12501e+07 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83159 members 
Mstep: Class 2 contains 58074 members 
Entering Unmasked Estep 
Score: -31251910.000000 Penalty: 14526.253906
	Iteration 5Q: 3 clusters Score -3.125191e+07 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88377 members 
Mstep: Class 2 contains 52856 members 
Entering Unmasked Estep 
Score: -31254620.000000 Penalty: 14526.253906
	Iteration 6Q: 3 clusters Score -3.125462e+07 nChanged 7518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95647 members 
Mstep: Class 2 contains 45586 members 
Entering Unmasked Estep 
Score: -31259066.000000 Penalty: 14526.253906
	Iteration 7F: 3 clusters Score -3.125907e+07 nChanged 9666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105241 members 
Mstep: Class 2 contains 35992 members 
Entering Unmasked Estep 
Score: -31265804.000000 Penalty: 14526.253906
	Iteration 8F: 3 clusters Score -3.12658e+07 nChanged 11356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116591 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -31275718.000000 Penalty: 14526.253906
	Iteration 9F: 3 clusters Score -3.127572e+07 nChanged 10913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127500 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -31285994.000000 Penalty: 14526.253906
	Iteration 10F: 3 clusters Score -3.128599e+07 nChanged 7695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135195 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -31293260.000000 Penalty: 14526.253906
	Iteration 11F: 3 clusters Score -3.129326e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138826 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -31296574.000000 Penalty: 14526.253906
	Iteration 12Q: 3 clusters Score -3.129657e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140040 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -31297820.000000 Penalty: 14526.253906
	Iteration 13Q: 3 clusters Score -3.129782e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140403 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -31298320.000000 Penalty: 14526.253906
	Iteration 14Q: 3 clusters Score -3.129832e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140535 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -31298542.000000 Penalty: 14526.253906
	Iteration 15Q: 3 clusters Score -3.129854e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140603 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -31298632.000000 Penalty: 14526.253906
	Iteration 16Q: 3 clusters Score -3.129863e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140630 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -31298748.000000 Penalty: 14526.253906
	Iteration 17Q: 3 clusters Score -3.129875e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140651 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -31298764.000000 Penalty: 14526.253906
	Iteration 18Q: 3 clusters Score -3.129876e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140662 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -31298796.000000 Penalty: 14526.253906
	Iteration 19Q: 3 clusters Score -3.12988e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140672 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -31298830.000000 Penalty: 14526.253906
	Iteration 20F: 3 clusters Score -3.129883e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140681 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -31298822.000000 Penalty: 14526.253906
	Iteration 21Q: 3 clusters Score -3.129882e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140684 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -31298850.000000 Penalty: 14526.253906
	Iteration 22Q: 3 clusters Score -3.129885e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140687 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -31298840.000000 Penalty: 14526.253906
	Iteration 23Q: 3 clusters Score -3.129884e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140692 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -31298860.000000 Penalty: 14526.253906
	Iteration 24Q: 3 clusters Score -3.129886e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140693 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -31298850.000000 Penalty: 14526.253906
	Iteration 25Q: 3 clusters Score -3.129885e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140694 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -31298858.000000 Penalty: 14526.253906
	Iteration 26Q: 3 clusters Score -3.129886e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140696 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -31298872.000000 Penalty: 14526.253906
	Iteration 27Q: 3 clusters Score -3.129887e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140698 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -31298864.000000 Penalty: 14526.253906
	Iteration 28Q: 3 clusters Score -3.129886e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140699 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -31298880.000000 Penalty: 14526.253906
	Iteration 29Q: 3 clusters Score -3.129888e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140698 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -31298880.000000 Penalty: 14526.253906
	Iteration 30Q: 3 clusters Score -3.129888e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140698 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -31298880.000000 Penalty: 14526.253906
	Iteration 31F: 3 clusters Score -3.129888e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Entering Unmasked Estep 
Score: -1774404.000000 Penalty: 5500.124023
	Iteration 0F: 2 clusters Score -1774404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1765453.875000 Penalty: 11000.248047
	Iteration 0F: 3 clusters Score -1765454 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1767117.750000 Penalty: 11000.248047
	Iteration 1F: 3 clusters Score -1767118 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1767505.125000 Penalty: 11000.248047
	Iteration 2F: 3 clusters Score -1767505 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1767691.250000 Penalty: 11000.248047
	Iteration 3Q: 3 clusters Score -1767691 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1767814.875000 Penalty: 11000.248047
	Iteration 4Q: 3 clusters Score -1767815 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1767895.375000 Penalty: 11000.248047
	Iteration 5Q: 3 clusters Score -1767895 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1767955.750000 Penalty: 11000.248047
	Iteration 6Q: 3 clusters Score -1767956 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1767995.875000 Penalty: 11000.248047
	Iteration 7Q: 3 clusters Score -1767996 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1768031.250000 Penalty: 11000.248047
	Iteration 8Q: 3 clusters Score -1768031 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1768058.000000 Penalty: 11000.248047
	Iteration 9Q: 3 clusters Score -1768058 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1768078.125000 Penalty: 11000.248047
	Iteration 10Q: 3 clusters Score -1768078 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1768092.125000 Penalty: 11000.248047
	Iteration 11Q: 3 clusters Score -1768092 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1768109.250000 Penalty: 11000.248047
	Iteration 12Q: 3 clusters Score -1768109 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1768126.250000 Penalty: 11000.248047
	Iteration 13Q: 3 clusters Score -1768126 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1768137.250000 Penalty: 11000.248047
	Iteration 14Q: 3 clusters Score -1768137 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1768152.500000 Penalty: 11000.248047
	Iteration 15Q: 3 clusters Score -1768152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1768154.875000 Penalty: 11000.248047
	Iteration 16Q: 3 clusters Score -1768155 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1768163.750000 Penalty: 11000.248047
	Iteration 17Q: 3 clusters Score -1768164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1768171.250000 Penalty: 11000.248047
	Iteration 18Q: 3 clusters Score -1768171 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1768178.625000 Penalty: 11000.248047
	Iteration 19Q: 3 clusters Score -1768179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1768178.500000 Penalty: 11000.248047
	Iteration 20F: 3 clusters Score -1768178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1768180.500000 Penalty: 11000.248047
	Iteration 21Q: 3 clusters Score -1768180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1768179.625000 Penalty: 11000.248047
	Iteration 22Q: 3 clusters Score -1768180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1768182.500000 Penalty: 11000.248047
	Iteration 23Q: 3 clusters Score -1768182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1768191.125000 Penalty: 11000.248047
	Iteration 24Q: 3 clusters Score -1768191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1768190.375000 Penalty: 11000.248047
	Iteration 25Q: 3 clusters Score -1768190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1768190.625000 Penalty: 11000.248047
	Iteration 26Q: 3 clusters Score -1768191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1768190.500000 Penalty: 11000.248047
	Iteration 27Q: 3 clusters Score -1768190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1768192.000000 Penalty: 11000.248047
	Iteration 28Q: 3 clusters Score -1768192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1768192.000000 Penalty: 11000.248047
	Iteration 29F: 3 clusters Score -1768192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Entering Unmasked Estep 
Score: -233614.312500 Penalty: 4330.297852
	Iteration 0F: 2 clusters Score -233614.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -229412.437500 Penalty: 8660.595703
	Iteration 0F: 3 clusters Score -229412.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -230011.968750 Penalty: 8660.595703
	Iteration 1F: 3 clusters Score -230012 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -230650.796875 Penalty: 8660.595703
	Iteration 2F: 3 clusters Score -230650.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -231062.937500 Penalty: 8660.595703
	Iteration 3Q: 3 clusters Score -231062.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -231159.015625 Penalty: 8660.595703
	Iteration 4Q: 3 clusters Score -231159 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -231214.421875 Penalty: 8660.595703
	Iteration 5Q: 3 clusters Score -231214.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -231292.546875 Penalty: 8660.595703
	Iteration 6Q: 3 clusters Score -231292.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -231430.250000 Penalty: 8660.595703
	Iteration 7Q: 3 clusters Score -231430.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -231634.062500 Penalty: 8660.595703
	Iteration 8Q: 3 clusters Score -231634.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -231691.625000 Penalty: 8660.595703
	Iteration 9Q: 3 clusters Score -231691.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -231716.390625 Penalty: 8660.595703
	Iteration 10Q: 3 clusters Score -231716.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -231746.640625 Penalty: 8660.595703
	Iteration 11Q: 3 clusters Score -231746.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -231778.578125 Penalty: 8660.595703
	Iteration 12Q: 3 clusters Score -231778.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -231813.468750 Penalty: 8660.595703
	Iteration 13Q: 3 clusters Score -231813.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -231835.562500 Penalty: 8660.595703
	Iteration 14Q: 3 clusters Score -231835.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -231863.312500 Penalty: 8660.595703
	Iteration 15Q: 3 clusters Score -231863.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -231921.000000 Penalty: 8660.595703
	Iteration 16Q: 3 clusters Score -231921 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -231991.234375 Penalty: 8660.595703
	Iteration 17Q: 3 clusters Score -231991.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -232021.046875 Penalty: 8660.595703
	Iteration 18Q: 3 clusters Score -232021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -232042.656250 Penalty: 8660.595703
	Iteration 19Q: 3 clusters Score -232042.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -232048.531250 Penalty: 8660.595703
	Iteration 20F: 3 clusters Score -232048.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -232052.937500 Penalty: 8660.595703
	Iteration 21Q: 3 clusters Score -232052.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -232052.937500 Penalty: 8660.595703
	Iteration 22F: 3 clusters Score -232052.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Entering Unmasked Estep 
Score: -1770450.000000 Penalty: 5529.048828
	Iteration 0F: 2 clusters Score -1770450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1761287.125000 Penalty: 11058.097656
	Iteration 0F: 3 clusters Score -1761287 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1763164.250000 Penalty: 11058.097656
	Iteration 1F: 3 clusters Score -1763164 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1763648.125000 Penalty: 11058.097656
	Iteration 2F: 3 clusters Score -1763648 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1763976.625000 Penalty: 11058.097656
	Iteration 3F: 3 clusters Score -1763977 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1764245.000000 Penalty: 11058.097656
	Iteration 4Q: 3 clusters Score -1764245 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1764444.375000 Penalty: 11058.097656
	Iteration 5Q: 3 clusters Score -1764444 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1764604.625000 Penalty: 11058.097656
	Iteration 6Q: 3 clusters Score -1764605 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1764746.875000 Penalty: 11058.097656
	Iteration 7Q: 3 clusters Score -1764747 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1764897.625000 Penalty: 11058.097656
	Iteration 8Q: 3 clusters Score -1764898 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1765035.625000 Penalty: 11058.097656
	Iteration 9Q: 3 clusters Score -1765036 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1765189.625000 Penalty: 11058.097656
	Iteration 10Q: 3 clusters Score -1765190 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1765339.375000 Penalty: 11058.097656
	Iteration 11Q: 3 clusters Score -1765339 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1765453.625000 Penalty: 11058.097656
	Iteration 12Q: 3 clusters Score -1765454 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1765551.750000 Penalty: 11058.097656
	Iteration 13Q: 3 clusters Score -1765552 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1765633.750000 Penalty: 11058.097656
	Iteration 14Q: 3 clusters Score -1765634 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1765699 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1765766 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1765859 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1765937.125000 Penalty: 11058.097656
	Iteration 18Q: 3 clusters Score -1765937 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1766018.250000 Penalty: 11058.097656
	Iteration 19Q: 3 clusters Score -1766018 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1766095.000000 Penalty: 11058.097656
	Iteration 20F: 3 clusters Score -1766095 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1766170.250000 Penalty: 11058.097656
	Iteration 21Q: 3 clusters Score -1766170 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1766266.750000 Penalty: 11058.097656
	Iteration 22Q: 3 clusters Score -1766267 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1766359.125000 Penalty: 11058.097656
	Iteration 23Q: 3 clusters Score -1766359 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1766464.125000 Penalty: 11058.097656
	Iteration 24Q: 3 clusters Score -1766464 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1766567.125000 Penalty: 11058.097656
	Iteration 25Q: 3 clusters Score -1766567 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1766661.250000 Penalty: 11058.097656
	Iteration 26Q: 3 clusters Score -1766661 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1766748.750000 Penalty: 11058.097656
	Iteration 27Q: 3 clusters Score -1766749 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1766830.500000 Penalty: 11058.097656
	Iteration 28Q: 3 clusters Score -1766830 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1766906.125000 Penalty: 11058.097656
	Iteration 29Q: 3 clusters Score -1766906 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1766951 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1767000.625000 Penalty: 11058.097656
	Iteration 31Q: 3 clusters Score -1767001 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1767055.875000 Penalty: 11058.097656
	Iteration 32Q: 3 clusters Score -1767056 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1767107.250000 Penalty: 11058.097656
	Iteration 33Q: 3 clusters Score -1767107 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1767172.000000 Penalty: 11058.097656
	Iteration 34Q: 3 clusters Score -1767172 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1767228.000000 Penalty: 11058.097656
	Iteration 35Q: 3 clusters Score -1767228 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1767283.000000 Penalty: 11058.097656
	Iteration 36Q: 3 clusters Score -1767283 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1767318.375000 Penalty: 11058.097656
	Iteration 37Q: 3 clusters Score -1767318 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1767349.375000 Penalty: 11058.097656
	Iteration 38Q: 3 clusters Score -1767349 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1767380.375000 Penalty: 11058.097656
	Iteration 39Q: 3 clusters Score -1767380 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1767418.125000 Penalty: 11058.097656
	Iteration 40F: 3 clusters Score -1767418 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1767462.500000 Penalty: 11058.097656
	Iteration 41Q: 3 clusters Score -1767462 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1767494.250000 Penalty: 11058.097656
	Iteration 42Q: 3 clusters Score -1767494 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1767536.250000 Penalty: 11058.097656
	Iteration 43Q: 3 clusters Score -1767536 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1767567.625000 Penalty: 11058.097656
	Iteration 44Q: 3 clusters Score -1767568 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1767612.000000 Penalty: 11058.097656
	Iteration 45Q: 3 clusters Score -1767612 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1767650 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1767693.750000 Penalty: 11058.097656
	Iteration 47Q: 3 clusters Score -1767694 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1767733.000000 Penalty: 11058.097656
	Iteration 48Q: 3 clusters Score -1767733 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1767755.375000 Penalty: 11058.097656
	Iteration 49Q: 3 clusters Score -1767755 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1767771.875000 Penalty: 11058.097656
	Iteration 50Q: 3 clusters Score -1767772 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1767789.000000 Penalty: 11058.097656
	Iteration 51Q: 3 clusters Score -1767789 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1767806.125000 Penalty: 11058.097656
	Iteration 52Q: 3 clusters Score -1767806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1767821.625000 Penalty: 11058.097656
	Iteration 53Q: 3 clusters Score -1767822 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1767834 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1767850.750000 Penalty: 11058.097656
	Iteration 55Q: 3 clusters Score -1767851 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1767867.250000 Penalty: 11058.097656
	Iteration 56Q: 3 clusters Score -1767867 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1767876.500000 Penalty: 11058.097656
	Iteration 57Q: 3 clusters Score -1767876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1767884.500000 Penalty: 11058.097656
	Iteration 58Q: 3 clusters Score -1767884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1767886.250000 Penalty: 11058.097656
	Iteration 59Q: 3 clusters Score -1767886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1767900.625000 Penalty: 11058.097656
	Iteration 60F: 3 clusters Score -1767901 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1767919.625000 Penalty: 11058.097656
	Iteration 61Q: 3 clusters Score -1767920 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1767937.750000 Penalty: 11058.097656
	Iteration 62Q: 3 clusters Score -1767938 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1767956.750000 Penalty: 11058.097656
	Iteration 63Q: 3 clusters Score -1767957 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1767974.875000 Penalty: 11058.097656
	Iteration 64Q: 3 clusters Score -1767975 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1767985.625000 Penalty: 11058.097656
	Iteration 65Q: 3 clusters Score -1767986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1767995.875000 Penalty: 11058.097656
	Iteration 66Q: 3 clusters Score -1767996 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1768012.250000 Penalty: 11058.097656
	Iteration 67Q: 3 clusters Score -1768012 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1768019.500000 Penalty: 11058.097656
	Iteration 68Q: 3 clusters Score -1768020 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1768033.000000 Penalty: 11058.097656
	Iteration 69Q: 3 clusters Score -1768033 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1768051.625000 Penalty: 11058.097656
	Iteration 70Q: 3 clusters Score -1768052 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1768069.625000 Penalty: 11058.097656
	Iteration 71Q: 3 clusters Score -1768070 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1768090.375000 Penalty: 11058.097656
	Iteration 72Q: 3 clusters Score -1768090 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1768116.125000 Penalty: 11058.097656
	Iteration 73Q: 3 clusters Score -1768116 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1768141.000000 Penalty: 11058.097656
	Iteration 74Q: 3 clusters Score -1768141 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1768159.375000 Penalty: 11058.097656
	Iteration 75Q: 3 clusters Score -1768159 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1768176.625000 Penalty: 11058.097656
	Iteration 76Q: 3 clusters Score -1768177 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1768194.250000 Penalty: 11058.097656
	Iteration 77Q: 3 clusters Score -1768194 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1768204.250000 Penalty: 11058.097656
	Iteration 78Q: 3 clusters Score -1768204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1768220.625000 Penalty: 11058.097656
	Iteration 79Q: 3 clusters Score -1768221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1768221.625000 Penalty: 11058.097656
	Iteration 80F: 3 clusters Score -1768222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1768230.750000 Penalty: 11058.097656
	Iteration 81Q: 3 clusters Score -1768231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1768237.625000 Penalty: 11058.097656
	Iteration 82Q: 3 clusters Score -1768238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1768244.250000 Penalty: 11058.097656
	Iteration 83Q: 3 clusters Score -1768244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1768260.875000 Penalty: 11058.097656
	Iteration 84Q: 3 clusters Score -1768261 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1768276.750000 Penalty: 11058.097656
	Iteration 85Q: 3 clusters Score -1768277 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1768287.125000 Penalty: 11058.097656
	Iteration 86Q: 3 clusters Score -1768287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1768288.000000 Penalty: 11058.097656
	Iteration 87Q: 3 clusters Score -1768288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1768301.375000 Penalty: 11058.097656
	Iteration 88Q: 3 clusters Score -1768301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1768307.125000 Penalty: 11058.097656
	Iteration 89Q: 3 clusters Score -1768307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1768305.125000 Penalty: 11058.097656
	Iteration 90Q: 3 clusters Score -1768305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1768309.125000 Penalty: 11058.097656
	Iteration 91Q: 3 clusters Score -1768309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1768310.875000 Penalty: 11058.097656
	Iteration 92Q: 3 clusters Score -1768311 nChanged 4
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Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1768312.500000 Penalty: 11058.097656
	Iteration 93Q: 3 clusters Score -1768312 nChanged 1
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1768312 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1768313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1768313.375000 Penalty: 11058.097656
	Iteration 96Q: 3 clusters Score -1768313 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1768315.750000 Penalty: 11058.097656
	Iteration 97Q: 3 clusters Score -1768316 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1768315.875000 Penalty: 11058.097656
	Iteration 98Q: 3 clusters Score -1768316 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1768315.875000 Penalty: 11058.097656
	Iteration 99F: 3 clusters Score -1768316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Entering Unmasked Estep 
Score: -2837030.250000 Penalty: 5787.634766
	Iteration 0F: 2 clusters Score -2837030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -2825176.750000 Penalty: 11575.269531
	Iteration 0F: 3 clusters Score -2825177 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -2827819.250000 Penalty: 11575.269531
	Iteration 1F: 3 clusters Score -2827819 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -2828592.750000 Penalty: 11575.269531
	Iteration 2F: 3 clusters Score -2828593 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -2829486.250000 Penalty: 11575.269531
	Iteration 3F: 3 clusters Score -2829486 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -2830266.750000 Penalty: 11575.269531
	Iteration 4F: 3 clusters Score -2830267 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -2830906.250000 Penalty: 11575.269531
	Iteration 5F: 3 clusters Score -2830906 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -2831448.500000 Penalty: 11575.269531
	Iteration 6F: 3 clusters Score -2831448 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -2831981.000000 Penalty: 11575.269531
	Iteration 7Q: 3 clusters Score -2831981 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -2832444.750000 Penalty: 11575.269531
	Iteration 8Q: 3 clusters Score -2832445 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -2832846.500000 Penalty: 11575.269531
	Iteration 9Q: 3 clusters Score -2832846 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -2833182.250000 Penalty: 11575.269531
	Iteration 10Q: 3 clusters Score -2833182 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -2833479.000000 Penalty: 11575.269531
	Iteration 11Q: 3 clusters Score -2833479 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -2833707.500000 Penalty: 11575.269531
	Iteration 12Q: 3 clusters Score -2833708 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -2833864.250000 Penalty: 11575.269531
	Iteration 13Q: 3 clusters Score -2833864 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -2833985.750000 Penalty: 11575.269531
	Iteration 14Q: 3 clusters Score -2833986 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -2834059.750000 Penalty: 11575.269531
	Iteration 15Q: 3 clusters Score -2834060 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -2834119.750000 Penalty: 11575.269531
	Iteration 16Q: 3 clusters Score -2834120 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -2834165.250000 Penalty: 11575.269531
	Iteration 17Q: 3 clusters Score -2834165 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -2834197.500000 Penalty: 11575.269531
	Iteration 18Q: 3 clusters Score -2834198 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -2834215.500000 Penalty: 11575.269531
	Iteration 19Q: 3 clusters Score -2834216 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -2834230.000000 Penalty: 11575.269531
	Iteration 20F: 3 clusters Score -2834230 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -2834245.250000 Penalty: 11575.269531
	Iteration 21Q: 3 clusters Score -2834245 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -2834261.000000 Penalty: 11575.269531
	Iteration 22Q: 3 clusters Score -2834261 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -2834265.500000 Penalty: 11575.269531
	Iteration 23Q: 3 clusters Score -2834266 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -2834276.000000 Penalty: 11575.269531
	Iteration 24Q: 3 clusters Score -2834276 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -2834281.750000 Penalty: 11575.269531
	Iteration 25Q: 3 clusters Score -2834282 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -2834304.250000 Penalty: 11575.269531
	Iteration 26Q: 3 clusters Score -2834304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -2834304.250000 Penalty: 11575.269531
	Iteration 27Q: 3 clusters Score -2834304 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -2834311.250000 Penalty: 11575.269531
	Iteration 28Q: 3 clusters Score -2834311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -2834318.250000 Penalty: 11575.269531
	Iteration 29Q: 3 clusters Score -2834318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -2834314.250000 Penalty: 11575.269531
	Iteration 30Q: 3 clusters Score -2834314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -2834321.500000 Penalty: 11575.269531
	Iteration 31Q: 3 clusters Score -2834322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -2834321.750000 Penalty: 11575.269531
	Iteration 32Q: 3 clusters Score -2834322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -2834319.750000 Penalty: 11575.269531
	Iteration 33Q: 3 clusters Score -2834320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -2834328.750000 Penalty: 11575.269531
	Iteration 34Q: 3 clusters Score -2834329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -2834320.500000 Penalty: 11575.269531
	Iteration 35Q: 3 clusters Score -2834320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -2834327.500000 Penalty: 11575.269531
	Iteration 36Q: 3 clusters Score -2834328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -2834330.000000 Penalty: 11575.269531
	Iteration 37Q: 3 clusters Score -2834330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -2834330.750000 Penalty: 11575.269531
	Iteration 38Q: 3 clusters Score -2834331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -2834329.250000 Penalty: 11575.269531
	Iteration 39Q: 3 clusters Score -2834329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -2834331.250000 Penalty: 11575.269531
	Iteration 40F: 3 clusters Score -2834331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -2834327.000000 Penalty: 11575.269531
	Iteration 41Q: 3 clusters Score -2834327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -2834329.250000 Penalty: 11575.269531
	Iteration 42Q: 3 clusters Score -2834329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -2834332.250000 Penalty: 11575.269531
	Iteration 43Q: 3 clusters Score -2834332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -2834340.750000 Penalty: 11575.269531
	Iteration 44Q: 3 clusters Score -2834341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -2834340.000000 Penalty: 11575.269531
	Iteration 45Q: 3 clusters Score -2834340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -2834338.500000 Penalty: 11575.269531
	Iteration 46Q: 3 clusters Score -2834338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -2834337.250000 Penalty: 11575.269531
	Iteration 47Q: 3 clusters Score -2834337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -2834337.250000 Penalty: 11575.269531
	Iteration 48F: 3 clusters Score -2834337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (61342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61342 members 
Entering Unmasked Estep 
Score: -13784540.000000 Penalty: 6752.334961
	Iteration 0F: 2 clusters Score -1.378454e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30595 members 
Mstep: Class 2 contains 30747 members 
Entering Unmasked Estep 
Score: -13741551.000000 Penalty: 13504.669922
	Iteration 0F: 3 clusters Score -1.374155e+07 nChanged 27374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30687 members 
Mstep: Class 2 contains 30655 members 
Entering Unmasked Estep 
Score: -13756368.000000 Penalty: 13504.669922
	Iteration 1F: 3 clusters Score -1.375637e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30747 members 
Mstep: Class 2 contains 30595 members 
Entering Unmasked Estep 
Score: -13757284.000000 Penalty: 13504.669922
	Iteration 2Q: 3 clusters Score -1.375728e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30827 members 
Mstep: Class 2 contains 30515 members 
Entering Unmasked Estep 
Score: -13757965.000000 Penalty: 13504.669922
	Iteration 3Q: 3 clusters Score -1.375796e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31021 members 
Mstep: Class 2 contains 30321 members 
Entering Unmasked Estep 
Score: -13758708.000000 Penalty: 13504.669922
	Iteration 4Q: 3 clusters Score -1.375871e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31280 members 
Mstep: Class 2 contains 30062 members 
Entering Unmasked Estep 
Score: -13759368.000000 Penalty: 13504.669922
	Iteration 5Q: 3 clusters Score -1.375937e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31641 members 
Mstep: Class 2 contains 29701 members 
Entering Unmasked Estep 
Score: -13760110.000000 Penalty: 13504.669922
	Iteration 6Q: 3 clusters Score -1.376011e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32084 members 
Mstep: Class 2 contains 29258 members 
Entering Unmasked Estep 
Score: -13760823.000000 Penalty: 13504.669922
	Iteration 7Q: 3 clusters Score -1.376082e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32686 members 
Mstep: Class 2 contains 28656 members 
Entering Unmasked Estep 
Score: -13761611.000000 Penalty: 13504.669922
	Iteration 8Q: 3 clusters Score -1.376161e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33385 members 
Mstep: Class 2 contains 27957 members 
Entering Unmasked Estep 
Score: -13762577.000000 Penalty: 13504.669922
	Iteration 9Q: 3 clusters Score -1.376258e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34279 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -13763588.000000 Penalty: 13504.669922
	Iteration 10Q: 3 clusters Score -1.376359e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35294 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
Score: -13764640.000000 Penalty: 13504.669922
	Iteration 11Q: 3 clusters Score -1.376464e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36391 members 
Mstep: Class 2 contains 24951 members 
Entering Unmasked Estep 
Score: -13765623.000000 Penalty: 13504.669922
	Iteration 12Q: 3 clusters Score -1.376562e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37566 members 
Mstep: Class 2 contains 23776 members 
Entering Unmasked Estep 
Score: -13766670.000000 Penalty: 13504.669922
	Iteration 13Q: 3 clusters Score -1.376667e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38783 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -13767526.000000 Penalty: 13504.669922
	Iteration 14Q: 3 clusters Score -1.376753e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39944 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -13768192.000000 Penalty: 13504.669922
	Iteration 15Q: 3 clusters Score -1.376819e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41204 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -13768806.000000 Penalty: 13504.669922
	Iteration 16Q: 3 clusters Score -1.376881e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42517 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -13769384.000000 Penalty: 13504.669922
	Iteration 17Q: 3 clusters Score -1.376938e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43931 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -13770014.000000 Penalty: 13504.669922
	Iteration 18Q: 3 clusters Score -1.377001e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45353 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -13770494.000000 Penalty: 13504.669922
	Iteration 19Q: 3 clusters Score -1.377049e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46804 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -13771103.000000 Penalty: 13504.669922
	Iteration 20F: 3 clusters Score -1.37711e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48355 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -13771843.000000 Penalty: 13504.669922
	Iteration 21Q: 3 clusters Score -1.377184e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49900 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -13772544.000000 Penalty: 13504.669922
	Iteration 22Q: 3 clusters Score -1.377254e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51467 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -13773347.000000 Penalty: 13504.669922
	Iteration 23Q: 3 clusters Score -1.377335e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53049 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -13774188.000000 Penalty: 13504.669922
	Iteration 24Q: 3 clusters Score -1.377419e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54540 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -13775138.000000 Penalty: 13504.669922
	Iteration 25Q: 3 clusters Score -1.377514e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55902 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -13776015.000000 Penalty: 13504.669922
	Iteration 26Q: 3 clusters Score -1.377602e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57011 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -13776842.000000 Penalty: 13504.669922
	Iteration 27Q: 3 clusters Score -1.377684e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57850 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -13777365.000000 Penalty: 13504.669922
	Iteration 28Q: 3 clusters Score -1.377736e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58471 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -13777791.000000 Penalty: 13504.669922
	Iteration 29Q: 3 clusters Score -1.377779e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58890 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -13778142.000000 Penalty: 13504.669922
	Iteration 30Q: 3 clusters Score -1.377814e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59182 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -13778362.000000 Penalty: 13504.669922
	Iteration 31Q: 3 clusters Score -1.377836e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59388 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -13778478.000000 Penalty: 13504.669922
	Iteration 32Q: 3 clusters Score -1.377848e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59538 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -13778604.000000 Penalty: 13504.669922
	Iteration 33Q: 3 clusters Score -1.37786e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59661 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -13778713.000000 Penalty: 13504.669922
	Iteration 34Q: 3 clusters Score -1.377871e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59730 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -13778757.000000 Penalty: 13504.669922
	Iteration 35Q: 3 clusters Score -1.377876e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59787 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -13778813.000000 Penalty: 13504.669922
	Iteration 36Q: 3 clusters Score -1.377881e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59844 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -13778859.000000 Penalty: 13504.669922
	Iteration 37Q: 3 clusters Score -1.377886e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59880 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -13778880.000000 Penalty: 13504.669922
	Iteration 38Q: 3 clusters Score -1.377888e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59911 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -13778931.000000 Penalty: 13504.669922
	Iteration 39Q: 3 clusters Score -1.377893e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59937 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -13778944.000000 Penalty: 13504.669922
	Iteration 40F: 3 clusters Score -1.377894e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59957 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -13778949.000000 Penalty: 13504.669922
	Iteration 41Q: 3 clusters Score -1.377895e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59962 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -13778950.000000 Penalty: 13504.669922
	Iteration 42Q: 3 clusters Score -1.377895e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59972 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -13778959.000000 Penalty: 13504.669922
	Iteration 43Q: 3 clusters Score -1.377896e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59980 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -13778967.000000 Penalty: 13504.669922
	Iteration 44Q: 3 clusters Score -1.377897e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59987 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -13778973.000000 Penalty: 13504.669922
	Iteration 45Q: 3 clusters Score -1.377897e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59987 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -13778978.000000 Penalty: 13504.669922
	Iteration 46Q: 3 clusters Score -1.377898e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59987 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -13778972.000000 Penalty: 13504.669922
	Iteration 47Q: 3 clusters Score -1.377897e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59992 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -13778999.000000 Penalty: 13504.669922
	Iteration 48Q: 3 clusters Score -1.3779e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59996 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -13779002.000000 Penalty: 13504.669922
	Iteration 49Q: 3 clusters Score -1.3779e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59999 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -13778997.000000 Penalty: 13504.669922
	Iteration 50Q: 3 clusters Score -1.3779e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60002 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -13779004.000000 Penalty: 13504.669922
	Iteration 51Q: 3 clusters Score -1.3779e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60002 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -13779004.000000 Penalty: 13504.669922
	Iteration 52F: 3 clusters Score -1.3779e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (28154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28154 members 
Entering Unmasked Estep 
Score: -6181575.000000 Penalty: 6275.334473
	Iteration 0F: 2 clusters Score -6181575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -6159917.500000 Penalty: 12550.668945
	Iteration 0F: 3 clusters Score -6159918 nChanged 11842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -6166302.000000 Penalty: 12550.668945
	Iteration 1F: 3 clusters Score -6166302 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -6167124.000000 Penalty: 12550.668945
	Iteration 2F: 3 clusters Score -6167124 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -6167781.000000 Penalty: 12550.668945
	Iteration 3Q: 3 clusters Score -6167781 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -6168428.000000 Penalty: 12550.668945
	Iteration 4Q: 3 clusters Score -6168428 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -6169080.500000 Penalty: 12550.668945
	Iteration 5Q: 3 clusters Score -6169080 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -6169749.500000 Penalty: 12550.668945
	Iteration 6Q: 3 clusters Score -6169750 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -6170337.500000 Penalty: 12550.668945
	Iteration 7Q: 3 clusters Score -6170338 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -6170878.500000 Penalty: 12550.668945
	Iteration 8Q: 3 clusters Score -6170878 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -6171266.000000 Penalty: 12550.668945
	Iteration 9Q: 3 clusters Score -6171266 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -6171566.000000 Penalty: 12550.668945
	Iteration 10Q: 3 clusters Score -6171566 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -6171832.000000 Penalty: 12550.668945
	Iteration 11Q: 3 clusters Score -6171832 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -6172038.500000 Penalty: 12550.668945
	Iteration 12Q: 3 clusters Score -6172038 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -6172184.500000 Penalty: 12550.668945
	Iteration 13Q: 3 clusters Score -6172184 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -6172349.000000 Penalty: 12550.668945
	Iteration 14Q: 3 clusters Score -6172349 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -6172501.000000 Penalty: 12550.668945
	Iteration 15Q: 3 clusters Score -6172501 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -6172616.000000 Penalty: 12550.668945
	Iteration 16Q: 3 clusters Score -6172616 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -6172720.000000 Penalty: 12550.668945
	Iteration 17Q: 3 clusters Score -6172720 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -6172806.000000 Penalty: 12550.668945
	Iteration 18Q: 3 clusters Score -6172806 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -6172881.500000 Penalty: 12550.668945
	Iteration 19Q: 3 clusters Score -6172882 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -6172955.000000 Penalty: 12550.668945
	Iteration 20F: 3 clusters Score -6172955 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -6173037.000000 Penalty: 12550.668945
	Iteration 21Q: 3 clusters Score -6173037 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -6173089.500000 Penalty: 12550.668945
	Iteration 22Q: 3 clusters Score -6173090 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -6173147.000000 Penalty: 12550.668945
	Iteration 23Q: 3 clusters Score -6173147 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -6173232.000000 Penalty: 12550.668945
	Iteration 24Q: 3 clusters Score -6173232 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -6173318.500000 Penalty: 12550.668945
	Iteration 25Q: 3 clusters Score -6173318 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -6173391.500000 Penalty: 12550.668945
	Iteration 26Q: 3 clusters Score -6173392 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -6173513.500000 Penalty: 12550.668945
	Iteration 27Q: 3 clusters Score -6173514 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -6173628.000000 Penalty: 12550.668945
	Iteration 28Q: 3 clusters Score -6173628 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -6173799.500000 Penalty: 12550.668945
	Iteration 29Q: 3 clusters Score -6173800 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -6173936.000000 Penalty: 12550.668945
	Iteration 30Q: 3 clusters Score -6173936 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -6174112.500000 Penalty: 12550.668945
	Iteration 31Q: 3 clusters Score -6174112 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -6174259.500000 Penalty: 12550.668945
	Iteration 32Q: 3 clusters Score -6174260 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -6174405.500000 Penalty: 12550.668945
	Iteration 33Q: 3 clusters Score -6174406 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -6174564.000000 Penalty: 12550.668945
	Iteration 34Q: 3 clusters Score -6174564 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -6174738.500000 Penalty: 12550.668945
	Iteration 35Q: 3 clusters Score -6174738 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -6174894.000000 Penalty: 12550.668945
	Iteration 36Q: 3 clusters Score -6174894 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -6175046.500000 Penalty: 12550.668945
	Iteration 37Q: 3 clusters Score -6175046 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -6175170.500000 Penalty: 12550.668945
	Iteration 38Q: 3 clusters Score -6175170 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -6175306.500000 Penalty: 12550.668945
	Iteration 39Q: 3 clusters Score -6175306 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -6175446.000000 Penalty: 12550.668945
	Iteration 40F: 3 clusters Score -6175446 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -6175559.000000 Penalty: 12550.668945
	Iteration 41Q: 3 clusters Score -6175559 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -6175653.000000 Penalty: 12550.668945
	Iteration 42Q: 3 clusters Score -6175653 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -6175714.500000 Penalty: 12550.668945
	Iteration 43Q: 3 clusters Score -6175714 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -6175767.000000 Penalty: 12550.668945
	Iteration 44Q: 3 clusters Score -6175767 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -6175844.000000 Penalty: 12550.668945
	Iteration 45Q: 3 clusters Score -6175844 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -6175916.000000 Penalty: 12550.668945
	Iteration 46Q: 3 clusters Score -6175916 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -6175960.000000 Penalty: 12550.668945
	Iteration 47Q: 3 clusters Score -6175960 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24605 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -6175996.000000 Penalty: 12550.668945
	Iteration 48Q: 3 clusters Score -6175996 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -6176024.000000 Penalty: 12550.668945
	Iteration 49Q: 3 clusters Score -6176024 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -6176055.000000 Penalty: 12550.668945
	Iteration 50Q: 3 clusters Score -6176055 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24879 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -6176089.000000 Penalty: 12550.668945
	Iteration 51Q: 3 clusters Score -6176089 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -6176115.000000 Penalty: 12550.668945
	Iteration 52Q: 3 clusters Score -6176115 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -6176112.500000 Penalty: 12550.668945
	Iteration 53Q: 3 clusters Score -6176112 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -6176125.000000 Penalty: 12550.668945
	Iteration 54Q: 3 clusters Score -6176125 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -6176142.000000 Penalty: 12550.668945
	Iteration 55Q: 3 clusters Score -6176142 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -6176152.000000 Penalty: 12550.668945
	Iteration 56Q: 3 clusters Score -6176152 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -6176179.000000 Penalty: 12550.668945
	Iteration 57Q: 3 clusters Score -6176179 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -6176179.500000 Penalty: 12550.668945
	Iteration 58Q: 3 clusters Score -6176180 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -6176192.000000 Penalty: 12550.668945
	Iteration 59Q: 3 clusters Score -6176192 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -6176202.000000 Penalty: 12550.668945
	Iteration 60F: 3 clusters Score -6176202 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -6176216.500000 Penalty: 12550.668945
	Iteration 61Q: 3 clusters Score -6176216 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -6176219.500000 Penalty: 12550.668945
	Iteration 62Q: 3 clusters Score -6176220 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -6176224.000000 Penalty: 12550.668945
	Iteration 63Q: 3 clusters Score -6176224 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -6176237.000000 Penalty: 12550.668945
	Iteration 64Q: 3 clusters Score -6176237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -6176233.000000 Penalty: 12550.668945
	Iteration 65Q: 3 clusters Score -6176233 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -6176246.000000 Penalty: 12550.668945
	Iteration 66Q: 3 clusters Score -6176246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -6176257.500000 Penalty: 12550.668945
	Iteration 67Q: 3 clusters Score -6176258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -6176251.500000 Penalty: 12550.668945
	Iteration 68Q: 3 clusters Score -6176252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -6176262.000000 Penalty: 12550.668945
	Iteration 69Q: 3 clusters Score -6176262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -6176255.500000 Penalty: 12550.668945
	Iteration 70Q: 3 clusters Score -6176256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -6176272.500000 Penalty: 12550.668945
	Iteration 71Q: 3 clusters Score -6176272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25405 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -6176267.500000 Penalty: 12550.668945
	Iteration 72Q: 3 clusters Score -6176268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -6176277.000000 Penalty: 12550.668945
	Iteration 73Q: 3 clusters Score -6176277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -6176281.000000 Penalty: 12550.668945
	Iteration 74Q: 3 clusters Score -6176281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -6176276.500000 Penalty: 12550.668945
	Iteration 75Q: 3 clusters Score -6176276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -6176277.000000 Penalty: 12550.668945
	Iteration 76Q: 3 clusters Score -6176277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -6176271.500000 Penalty: 12550.668945
	Iteration 77Q: 3 clusters Score -6176272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -6176275.000000 Penalty: 12550.668945
	Iteration 78Q: 3 clusters Score -6176275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25453 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -6176285.000000 Penalty: 12550.668945
	Iteration 79Q: 3 clusters Score -6176285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -6176284.000000 Penalty: 12550.668945
	Iteration 80F: 3 clusters Score -6176284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25461 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -6176290.000000 Penalty: 12550.668945
	Iteration 81Q: 3 clusters Score -6176290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25462 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -6176287.500000 Penalty: 12550.668945
	Iteration 82Q: 3 clusters Score -6176288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -6176288.000000 Penalty: 12550.668945
	Iteration 83Q: 3 clusters Score -6176288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -6176289.500000 Penalty: 12550.668945
	Iteration 84Q: 3 clusters Score -6176290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -6176288.000000 Penalty: 12550.668945
	Iteration 85Q: 3 clusters Score -6176288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -6176292.500000 Penalty: 12550.668945
	Iteration 86Q: 3 clusters Score -6176292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -6176292.500000 Penalty: 12550.668945
	Iteration 87F: 3 clusters Score -6176292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (69342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69342 members 
Entering Unmasked Estep 
Score: -15490053.000000 Penalty: 6827.418457
	Iteration 0F: 2 clusters Score -1.549005e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34887 members 
Mstep: Class 2 contains 34455 members 
Entering Unmasked Estep 
Score: -15441913.000000 Penalty: 13654.836914
	Iteration 0F: 3 clusters Score -1.544191e+07 nChanged 31162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36103 members 
Mstep: Class 2 contains 33239 members 
Entering Unmasked Estep 
Score: -15458564.000000 Penalty: 13654.836914
	Iteration 1F: 3 clusters Score -1.545856e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36857 members 
Mstep: Class 2 contains 32485 members 
Entering Unmasked Estep 
Score: -15459517.000000 Penalty: 13654.836914
	Iteration 2Q: 3 clusters Score -1.545952e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37890 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -15460570.000000 Penalty: 13654.836914
	Iteration 3Q: 3 clusters Score -1.546057e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39315 members 
Mstep: Class 2 contains 30027 members 
Entering Unmasked Estep 
Score: -15461773.000000 Penalty: 13654.836914
	Iteration 4Q: 3 clusters Score -1.546177e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41111 members 
Mstep: Class 2 contains 28231 members 
Entering Unmasked Estep 
Score: -15463153.000000 Penalty: 13654.836914
	Iteration 5Q: 3 clusters Score -1.546315e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43304 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -15464753.000000 Penalty: 13654.836914
	Iteration 6Q: 3 clusters Score -1.546475e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45895 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -15466538.000000 Penalty: 13654.836914
	Iteration 7Q: 3 clusters Score -1.546654e+07 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49063 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -15468745.000000 Penalty: 13654.836914
	Iteration 8F: 3 clusters Score -1.546874e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52755 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -15471431.000000 Penalty: 13654.836914
	Iteration 9F: 3 clusters Score -1.547143e+07 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56681 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -15474471.000000 Penalty: 13654.836914
	Iteration 10F: 3 clusters Score -1.547447e+07 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60400 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -15477431.000000 Penalty: 13654.836914
	Iteration 11F: 3 clusters Score -1.547743e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63383 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -15479823.000000 Penalty: 13654.836914
	Iteration 12Q: 3 clusters Score -1.547982e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65496 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -15481576.000000 Penalty: 13654.836914
	Iteration 13Q: 3 clusters Score -1.548158e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66808 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -15482582.000000 Penalty: 13654.836914
	Iteration 14Q: 3 clusters Score -1.548258e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67500 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -15483208.000000 Penalty: 13654.836914
	Iteration 15Q: 3 clusters Score -1.548321e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67846 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -15483499.000000 Penalty: 13654.836914
	Iteration 16Q: 3 clusters Score -1.54835e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68052 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -15483681.000000 Penalty: 13654.836914
	Iteration 17Q: 3 clusters Score -1.548368e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68161 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -15483795.000000 Penalty: 13654.836914
	Iteration 18Q: 3 clusters Score -1.54838e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68231 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -15483894.000000 Penalty: 13654.836914
	Iteration 19Q: 3 clusters Score -1.548389e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68291 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -15483937.000000 Penalty: 13654.836914
	Iteration 20F: 3 clusters Score -1.548394e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68329 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -15483957.000000 Penalty: 13654.836914
	Iteration 21Q: 3 clusters Score -1.548396e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68357 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -15483995.000000 Penalty: 13654.836914
	Iteration 22Q: 3 clusters Score -1.5484e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68378 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -15484009.000000 Penalty: 13654.836914
	Iteration 23Q: 3 clusters Score -1.548401e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68394 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -15484003.000000 Penalty: 13654.836914
	Iteration 24Q: 3 clusters Score -1.5484e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68402 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -15484023.000000 Penalty: 13654.836914
	Iteration 25Q: 3 clusters Score -1.548402e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68410 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -15484038.000000 Penalty: 13654.836914
	Iteration 26Q: 3 clusters Score -1.548404e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68416 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -15484026.000000 Penalty: 13654.836914
	Iteration 27Q: 3 clusters Score -1.548403e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68418 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -15484025.000000 Penalty: 13654.836914
	Iteration 28Q: 3 clusters Score -1.548402e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68425 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -15484058.000000 Penalty: 13654.836914
	Iteration 29Q: 3 clusters Score -1.548406e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68430 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -15484061.000000 Penalty: 13654.836914
	Iteration 30Q: 3 clusters Score -1.548406e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68435 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -15484079.000000 Penalty: 13654.836914
	Iteration 31Q: 3 clusters Score -1.548408e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68435 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -15484082.000000 Penalty: 13654.836914
	Iteration 32Q: 3 clusters Score -1.548408e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68438 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -15484073.000000 Penalty: 13654.836914
	Iteration 33Q: 3 clusters Score -1.548407e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68445 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -15484102.000000 Penalty: 13654.836914
	Iteration 34Q: 3 clusters Score -1.54841e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68451 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -15484107.000000 Penalty: 13654.836914
	Iteration 35Q: 3 clusters Score -1.548411e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68455 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -15484103.000000 Penalty: 13654.836914
	Iteration 36Q: 3 clusters Score -1.54841e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68460 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -15484124.000000 Penalty: 13654.836914
	Iteration 37Q: 3 clusters Score -1.548412e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68463 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -15484121.000000 Penalty: 13654.836914
	Iteration 38Q: 3 clusters Score -1.548412e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68468 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -15484127.000000 Penalty: 13654.836914
	Iteration 39Q: 3 clusters Score -1.548413e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68472 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -15484125.000000 Penalty: 13654.836914
	Iteration 40F: 3 clusters Score -1.548412e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68477 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -15484131.000000 Penalty: 13654.836914
	Iteration 41Q: 3 clusters Score -1.548413e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68480 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -15484152.000000 Penalty: 13654.836914
	Iteration 42Q: 3 clusters Score -1.548415e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68479 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -15484157.000000 Penalty: 13654.836914
	Iteration 43Q: 3 clusters Score -1.548416e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68479 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -15484151.000000 Penalty: 13654.836914
	Iteration 44Q: 3 clusters Score -1.548415e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68481 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -15484150.000000 Penalty: 13654.836914
	Iteration 45Q: 3 clusters Score -1.548415e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68482 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -15484143.000000 Penalty: 13654.836914
	Iteration 46Q: 3 clusters Score -1.548414e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68482 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -15484152.000000 Penalty: 13654.836914
	Iteration 47Q: 3 clusters Score -1.548415e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68482 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -15484152.000000 Penalty: 13654.836914
	Iteration 48F: 3 clusters Score -1.548415e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Entering Unmasked Estep 
Score: -397146.156250 Penalty: 4584.175781
	Iteration 0F: 2 clusters Score -397146.2 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 872 members 
Entering Unmasked Estep 
Score: -392279.468750 Penalty: 9168.351562
	Iteration 0F: 3 clusters Score -392279.5 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -392838.187500 Penalty: 9168.351562
	Iteration 1F: 3 clusters Score -392838.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -393001.250000 Penalty: 9168.351562
	Iteration 2Q: 3 clusters Score -393001.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -393086.250000 Penalty: 9168.351562
	Iteration 3Q: 3 clusters Score -393086.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -393133.812500 Penalty: 9168.351562
	Iteration 4Q: 3 clusters Score -393133.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -393153.968750 Penalty: 9168.351562
	Iteration 5Q: 3 clusters Score -393154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -393159.656250 Penalty: 9168.351562
	Iteration 6Q: 3 clusters Score -393159.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -393164.281250 Penalty: 9168.351562
	Iteration 7Q: 3 clusters Score -393164.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -393164.562500 Penalty: 9168.351562
	Iteration 8Q: 3 clusters Score -393164.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -393164.562500 Penalty: 9168.351562
	Iteration 9F: 3 clusters Score -393164.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Entering Unmasked Estep 
Score: -1074996.625000 Penalty: 5195.720703
	Iteration 0F: 2 clusters Score -1074997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1068002.125000 Penalty: 10391.441406
	Iteration 0F: 3 clusters Score -1068002 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1069149.250000 Penalty: 10391.441406
	Iteration 1F: 3 clusters Score -1069149 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1069467.750000 Penalty: 10391.441406
	Iteration 2F: 3 clusters Score -1069468 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1069643.250000 Penalty: 10391.441406
	Iteration 3Q: 3 clusters Score -1069643 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1069782.125000 Penalty: 10391.441406
	Iteration 4Q: 3 clusters Score -1069782 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1069888.250000 Penalty: 10391.441406
	Iteration 5Q: 3 clusters Score -1069888 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1069966.500000 Penalty: 10391.441406
	Iteration 6Q: 3 clusters Score -1069966 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1070033.875000 Penalty: 10391.441406
	Iteration 7Q: 3 clusters Score -1070034 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1070090.000000 Penalty: 10391.441406
	Iteration 8Q: 3 clusters Score -1070090 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1070140.375000 Penalty: 10391.441406
	Iteration 9Q: 3 clusters Score -1070140 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1070188.125000 Penalty: 10391.441406
	Iteration 10Q: 3 clusters Score -1070188 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1070229.125000 Penalty: 10391.441406
	Iteration 11Q: 3 clusters Score -1070229 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1070279.500000 Penalty: 10391.441406
	Iteration 12Q: 3 clusters Score -1070280 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1070337.875000 Penalty: 10391.441406
	Iteration 13Q: 3 clusters Score -1070338 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1070394.250000 Penalty: 10391.441406
	Iteration 14Q: 3 clusters Score -1070394 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1070458.750000 Penalty: 10391.441406
	Iteration 15Q: 3 clusters Score -1070459 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1070519.000000 Penalty: 10391.441406
	Iteration 16Q: 3 clusters Score -1070519 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1070590.125000 Penalty: 10391.441406
	Iteration 17Q: 3 clusters Score -1070590 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1070676.125000 Penalty: 10391.441406
	Iteration 18Q: 3 clusters Score -1070676 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1070767.500000 Penalty: 10391.441406
	Iteration 19Q: 3 clusters Score -1070768 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1070886.875000 Penalty: 10391.441406
	Iteration 20F: 3 clusters Score -1070887 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1071013.625000 Penalty: 10391.441406
	Iteration 21Q: 3 clusters Score -1071014 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1071153.750000 Penalty: 10391.441406
	Iteration 22Q: 3 clusters Score -1071154 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1071303.625000 Penalty: 10391.441406
	Iteration 23Q: 3 clusters Score -1071304 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1071448.375000 Penalty: 10391.441406
	Iteration 24Q: 3 clusters Score -1071448 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1071563.375000 Penalty: 10391.441406
	Iteration 25Q: 3 clusters Score -1071563 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1071667.875000 Penalty: 10391.441406
	Iteration 26Q: 3 clusters Score -1071668 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1071749.250000 Penalty: 10391.441406
	Iteration 27Q: 3 clusters Score -1071749 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1071823.125000 Penalty: 10391.441406
	Iteration 28Q: 3 clusters Score -1071823 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1071877.250000 Penalty: 10391.441406
	Iteration 29Q: 3 clusters Score -1071877 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1071941.375000 Penalty: 10391.441406
	Iteration 30Q: 3 clusters Score -1071941 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1071983.750000 Penalty: 10391.441406
	Iteration 31Q: 3 clusters Score -1071984 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1072007.500000 Penalty: 10391.441406
	Iteration 32Q: 3 clusters Score -1072008 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1072022.625000 Penalty: 10391.441406
	Iteration 33Q: 3 clusters Score -1072023 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1072037.000000 Penalty: 10391.441406
	Iteration 34Q: 3 clusters Score -1072037 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1072048.625000 Penalty: 10391.441406
	Iteration 35Q: 3 clusters Score -1072049 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1072058.375000 Penalty: 10391.441406
	Iteration 36Q: 3 clusters Score -1072058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1072068.375000 Penalty: 10391.441406
	Iteration 37Q: 3 clusters Score -1072068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1072077.000000 Penalty: 10391.441406
	Iteration 38Q: 3 clusters Score -1072077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1072083.375000 Penalty: 10391.441406
	Iteration 39Q: 3 clusters Score -1072083 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1072091.250000 Penalty: 10391.441406
	Iteration 40F: 3 clusters Score -1072091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1072096.625000 Penalty: 10391.441406
	Iteration 41Q: 3 clusters Score -1072097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1072100.625000 Penalty: 10391.441406
	Iteration 42Q: 3 clusters Score -1072101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1072099.125000 Penalty: 10391.441406
	Iteration 43Q: 3 clusters Score -1072099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1072101.250000 Penalty: 10391.441406
	Iteration 44Q: 3 clusters Score -1072101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1072103.375000 Penalty: 10391.441406
	Iteration 45Q: 3 clusters Score -1072103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1072104.625000 Penalty: 10391.441406
	Iteration 46Q: 3 clusters Score -1072105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1072104.625000 Penalty: 10391.441406
	Iteration 47F: 3 clusters Score -1072105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Entering Unmasked Estep 
Score: -2833746.250000 Penalty: 5793.013672
	Iteration 0F: 2 clusters Score -2833746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -2821607.750000 Penalty: 11586.027344
	Iteration 0F: 3 clusters Score -2821608 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -2824396.750000 Penalty: 11586.027344
	Iteration 1F: 3 clusters Score -2824397 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -2824987.750000 Penalty: 11586.027344
	Iteration 2F: 3 clusters Score -2824988 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -2825411.500000 Penalty: 11586.027344
	Iteration 3F: 3 clusters Score -2825412 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -2825767.000000 Penalty: 11586.027344
	Iteration 4Q: 3 clusters Score -2825767 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -2826088.750000 Penalty: 11586.027344
	Iteration 5Q: 3 clusters Score -2826089 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -2826392.250000 Penalty: 11586.027344
	Iteration 6Q: 3 clusters Score -2826392 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -2826711.250000 Penalty: 11586.027344
	Iteration 7Q: 3 clusters Score -2826711 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -2826987.750000 Penalty: 11586.027344
	Iteration 8Q: 3 clusters Score -2826988 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -2827224.500000 Penalty: 11586.027344
	Iteration 9Q: 3 clusters Score -2827224 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -2827420.000000 Penalty: 11586.027344
	Iteration 10Q: 3 clusters Score -2827420 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -2827570.750000 Penalty: 11586.027344
	Iteration 11Q: 3 clusters Score -2827571 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -2827688.500000 Penalty: 11586.027344
	Iteration 12Q: 3 clusters Score -2827688 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -2827810.250000 Penalty: 11586.027344
	Iteration 13Q: 3 clusters Score -2827810 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -2827934.500000 Penalty: 11586.027344
	Iteration 14Q: 3 clusters Score -2827934 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -2828047.500000 Penalty: 11586.027344
	Iteration 15Q: 3 clusters Score -2828048 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -2828138.000000 Penalty: 11586.027344
	Iteration 16Q: 3 clusters Score -2828138 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -2828209.250000 Penalty: 11586.027344
	Iteration 17Q: 3 clusters Score -2828209 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -2828280.500000 Penalty: 11586.027344
	Iteration 18Q: 3 clusters Score -2828280 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -2828333.000000 Penalty: 11586.027344
	Iteration 19Q: 3 clusters Score -2828333 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -2828380.750000 Penalty: 11586.027344
	Iteration 20F: 3 clusters Score -2828381 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -2828410.000000 Penalty: 11586.027344
	Iteration 21Q: 3 clusters Score -2828410 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -2828434.000000 Penalty: 11586.027344
	Iteration 22Q: 3 clusters Score -2828434 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -2828469.250000 Penalty: 11586.027344
	Iteration 23Q: 3 clusters Score -2828469 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -2828485.000000 Penalty: 11586.027344
	Iteration 24Q: 3 clusters Score -2828485 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -2828516.500000 Penalty: 11586.027344
	Iteration 25Q: 3 clusters Score -2828516 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -2828544.000000 Penalty: 11586.027344
	Iteration 26Q: 3 clusters Score -2828544 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -2828561.000000 Penalty: 11586.027344
	Iteration 27Q: 3 clusters Score -2828561 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -2828590.750000 Penalty: 11586.027344
	Iteration 28Q: 3 clusters Score -2828591 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -2828602.250000 Penalty: 11586.027344
	Iteration 29Q: 3 clusters Score -2828602 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -2828615.000000 Penalty: 11586.027344
	Iteration 30Q: 3 clusters Score -2828615 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -2828623.750000 Penalty: 11586.027344
	Iteration 31Q: 3 clusters Score -2828624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -2828630.000000 Penalty: 11586.027344
	Iteration 32Q: 3 clusters Score -2828630 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -2828631.000000 Penalty: 11586.027344
	Iteration 33Q: 3 clusters Score -2828631 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -2828638.250000 Penalty: 11586.027344
	Iteration 34Q: 3 clusters Score -2828638 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -2828645.250000 Penalty: 11586.027344
	Iteration 35Q: 3 clusters Score -2828645 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2828647.250000 Penalty: 11586.027344
	Iteration 36Q: 3 clusters Score -2828647 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2828654.250000 Penalty: 11586.027344
	Iteration 37Q: 3 clusters Score -2828654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -2828660.500000 Penalty: 11586.027344
	Iteration 38Q: 3 clusters Score -2828660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -2828664.000000 Penalty: 11586.027344
	Iteration 39Q: 3 clusters Score -2828664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -2828673.500000 Penalty: 11586.027344
	Iteration 40F: 3 clusters Score -2828674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -2828682.500000 Penalty: 11586.027344
	Iteration 41Q: 3 clusters Score -2828682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -2828686.750000 Penalty: 11586.027344
	Iteration 42Q: 3 clusters Score -2828687 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -2828691.250000 Penalty: 11586.027344
	Iteration 43Q: 3 clusters Score -2828691 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -2828694.250000 Penalty: 11586.027344
	Iteration 44Q: 3 clusters Score -2828694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -2828704.750000 Penalty: 11586.027344
	Iteration 45Q: 3 clusters Score -2828705 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -2828704.750000 Penalty: 11586.027344
	Iteration 46Q: 3 clusters Score -2828705 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2828709.250000 Penalty: 11586.027344
	Iteration 47Q: 3 clusters Score -2828709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -2828710.750000 Penalty: 11586.027344
	Iteration 48Q: 3 clusters Score -2828711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2828715.250000 Penalty: 11586.027344
	Iteration 49Q: 3 clusters Score -2828715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -2828712.250000 Penalty: 11586.027344
	Iteration 50Q: 3 clusters Score -2828712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2828722.000000 Penalty: 11586.027344
	Iteration 51Q: 3 clusters Score -2828722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -2828727.250000 Penalty: 11586.027344
	Iteration 52Q: 3 clusters Score -2828727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2828729.750000 Penalty: 11586.027344
	Iteration 53Q: 3 clusters Score -2828730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -2828726.750000 Penalty: 11586.027344
	Iteration 54Q: 3 clusters Score -2828727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -2828727.000000 Penalty: 11586.027344
	Iteration 55Q: 3 clusters Score -2828727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -2828729.750000 Penalty: 11586.027344
	Iteration 56Q: 3 clusters Score -2828730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -2828731.750000 Penalty: 11586.027344
	Iteration 57Q: 3 clusters Score -2828732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2828740.750000 Penalty: 11586.027344
	Iteration 58Q: 3 clusters Score -2828741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2828741.250000 Penalty: 11586.027344
	Iteration 59Q: 3 clusters Score -2828741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2828741.250000 Penalty: 11586.027344
	Iteration 60F: 3 clusters Score -2828741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Entering Unmasked Estep 
Score: -280598.000000 Penalty: 4398.258789
	Iteration 0F: 2 clusters Score -280598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -276223.250000 Penalty: 8796.517578
	Iteration 0F: 3 clusters Score -276223.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -276707.343750 Penalty: 8796.517578
	Iteration 1F: 3 clusters Score -276707.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -276917.156250 Penalty: 8796.517578
	Iteration 2F: 3 clusters Score -276917.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -277028.593750 Penalty: 8796.517578
	Iteration 3Q: 3 clusters Score -277028.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -277097.250000 Penalty: 8796.517578
	Iteration 4Q: 3 clusters Score -277097.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -277192.031250 Penalty: 8796.517578
	Iteration 5Q: 3 clusters Score -277192 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -277282.500000 Penalty: 8796.517578
	Iteration 6Q: 3 clusters Score -277282.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -277350.968750 Penalty: 8796.517578
	Iteration 7Q: 3 clusters Score -277351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -277384.281250 Penalty: 8796.517578
	Iteration 8Q: 3 clusters Score -277384.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -277427.000000 Penalty: 8796.517578
	Iteration 9Q: 3 clusters Score -277427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -277437.250000 Penalty: 8796.517578
	Iteration 10Q: 3 clusters Score -277437.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -277447.875000 Penalty: 8796.517578
	Iteration 11Q: 3 clusters Score -277447.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -277464.375000 Penalty: 8796.517578
	Iteration 12Q: 3 clusters Score -277464.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -277487.031250 Penalty: 8796.517578
	Iteration 13Q: 3 clusters Score -277487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -277515.875000 Penalty: 8796.517578
	Iteration 14Q: 3 clusters Score -277515.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -277539.781250 Penalty: 8796.517578
	Iteration 15Q: 3 clusters Score -277539.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -277565.406250 Penalty: 8796.517578
	Iteration 16Q: 3 clusters Score -277565.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -277614.968750 Penalty: 8796.517578
	Iteration 17Q: 3 clusters Score -277615 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -277676.750000 Penalty: 8796.517578
	Iteration 18Q: 3 clusters Score -277676.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -277772.062500 Penalty: 8796.517578
	Iteration 19Q: 3 clusters Score -277772.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -277851.875000 Penalty: 8796.517578
	Iteration 20F: 3 clusters Score -277851.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -277992.156250 Penalty: 8796.517578
	Iteration 21Q: 3 clusters Score -277992.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -278264.250000 Penalty: 8796.517578
	Iteration 22Q: 3 clusters Score -278264.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -278426.343750 Penalty: 8796.517578
	Iteration 23Q: 3 clusters Score -278426.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -278513.218750 Penalty: 8796.517578
	Iteration 24Q: 3 clusters Score -278513.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -278590.093750 Penalty: 8796.517578
	Iteration 25Q: 3 clusters Score -278590.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -278626.937500 Penalty: 8796.517578
	Iteration 26Q: 3 clusters Score -278626.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -278664.000000 Penalty: 8796.517578
	Iteration 27Q: 3 clusters Score -278664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -278688.343750 Penalty: 8796.517578
	Iteration 28Q: 3 clusters Score -278688.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -278703.343750 Penalty: 8796.517578
	Iteration 29Q: 3 clusters Score -278703.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -278720.375000 Penalty: 8796.517578
	Iteration 30Q: 3 clusters Score -278720.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -278724.218750 Penalty: 8796.517578
	Iteration 31Q: 3 clusters Score -278724.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -278730.031250 Penalty: 8796.517578
	Iteration 32Q: 3 clusters Score -278730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -278739.031250 Penalty: 8796.517578
	Iteration 33Q: 3 clusters Score -278739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -278743.500000 Penalty: 8796.517578
	Iteration 34Q: 3 clusters Score -278743.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -278750.937500 Penalty: 8796.517578
	Iteration 35Q: 3 clusters Score -278750.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -278756.500000 Penalty: 8796.517578
	Iteration 36Q: 3 clusters Score -278756.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -278764.875000 Penalty: 8796.517578
	Iteration 37Q: 3 clusters Score -278764.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -278768.312500 Penalty: 8796.517578
	Iteration 38Q: 3 clusters Score -278768.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -278775.156250 Penalty: 8796.517578
	Iteration 39Q: 3 clusters Score -278775.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -278781.062500 Penalty: 8796.517578
	Iteration 40F: 3 clusters Score -278781.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -278786.843750 Penalty: 8796.517578
	Iteration 41Q: 3 clusters Score -278786.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -278788.656250 Penalty: 8796.517578
	Iteration 42Q: 3 clusters Score -278788.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -278788.656250 Penalty: 8796.517578
	Iteration 43F: 3 clusters Score -278788.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (31034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31034 members 
Entering Unmasked Estep 
Score: -6913478.000000 Penalty: 6334.988281
	Iteration 0F: 2 clusters Score -6913478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -6889927.500000 Penalty: 12669.976562
	Iteration 0F: 3 clusters Score -6889928 nChanged 13144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -6897000.500000 Penalty: 12669.976562
	Iteration 1F: 3 clusters Score -6897000 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -6897831.500000 Penalty: 12669.976562
	Iteration 2F: 3 clusters Score -6897832 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -6898413.000000 Penalty: 12669.976562
	Iteration 3Q: 3 clusters Score -6898413 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -6898971.500000 Penalty: 12669.976562
	Iteration 4Q: 3 clusters Score -6898972 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -6899619.000000 Penalty: 12669.976562
	Iteration 5Q: 3 clusters Score -6899619 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -6900265.000000 Penalty: 12669.976562
	Iteration 6Q: 3 clusters Score -6900265 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -6901025.500000 Penalty: 12669.976562
	Iteration 7Q: 3 clusters Score -6901026 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -6901903.500000 Penalty: 12669.976562
	Iteration 8Q: 3 clusters Score -6901904 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -6902831.000000 Penalty: 12669.976562
	Iteration 9Q: 3 clusters Score -6902831 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -6903828.500000 Penalty: 12669.976562
	Iteration 10Q: 3 clusters Score -6903828 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -6904776.500000 Penalty: 12669.976562
	Iteration 11Q: 3 clusters Score -6904776 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -6905616.000000 Penalty: 12669.976562
	Iteration 12Q: 3 clusters Score -6905616 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -6906234.000000 Penalty: 12669.976562
	Iteration 13Q: 3 clusters Score -6906234 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -6906673.000000 Penalty: 12669.976562
	Iteration 14Q: 3 clusters Score -6906673 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24916 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -6906973.000000 Penalty: 12669.976562
	Iteration 15Q: 3 clusters Score -6906973 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -6907179.000000 Penalty: 12669.976562
	Iteration 16Q: 3 clusters Score -6907179 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -6907322.000000 Penalty: 12669.976562
	Iteration 17Q: 3 clusters Score -6907322 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -6907455.500000 Penalty: 12669.976562
	Iteration 18Q: 3 clusters Score -6907456 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -6907521.000000 Penalty: 12669.976562
	Iteration 19Q: 3 clusters Score -6907521 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -6907584.000000 Penalty: 12669.976562
	Iteration 20F: 3 clusters Score -6907584 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -6907627.500000 Penalty: 12669.976562
	Iteration 21Q: 3 clusters Score -6907628 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25814 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -6907678.500000 Penalty: 12669.976562
	Iteration 22Q: 3 clusters Score -6907678 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -6907698.500000 Penalty: 12669.976562
	Iteration 23Q: 3 clusters Score -6907698 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -6907719.500000 Penalty: 12669.976562
	Iteration 24Q: 3 clusters Score -6907720 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -6907742.500000 Penalty: 12669.976562
	Iteration 25Q: 3 clusters Score -6907742 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26080 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -6907761.000000 Penalty: 12669.976562
	Iteration 26Q: 3 clusters Score -6907761 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -6907770.500000 Penalty: 12669.976562
	Iteration 27Q: 3 clusters Score -6907770 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -6907783.500000 Penalty: 12669.976562
	Iteration 28Q: 3 clusters Score -6907784 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -6907790.000000 Penalty: 12669.976562
	Iteration 29Q: 3 clusters Score -6907790 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -6907796.500000 Penalty: 12669.976562
	Iteration 30Q: 3 clusters Score -6907796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26232 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -6907804.000000 Penalty: 12669.976562
	Iteration 31Q: 3 clusters Score -6907804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -6907800.000000 Penalty: 12669.976562
	Iteration 32Q: 3 clusters Score -6907800 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -6907805.000000 Penalty: 12669.976562
	Iteration 33Q: 3 clusters Score -6907805 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26270 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -6907806.500000 Penalty: 12669.976562
	Iteration 34Q: 3 clusters Score -6907806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -6907804.500000 Penalty: 12669.976562
	Iteration 35Q: 3 clusters Score -6907804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -6907798.000000 Penalty: 12669.976562
	Iteration 36Q: 3 clusters Score -6907798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -6907798.000000 Penalty: 12669.976562
	Iteration 37Q: 3 clusters Score -6907798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -6907798.500000 Penalty: 12669.976562
	Iteration 38Q: 3 clusters Score -6907798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -6907813.000000 Penalty: 12669.976562
	Iteration 39Q: 3 clusters Score -6907813 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26330 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -6907814.500000 Penalty: 12669.976562
	Iteration 40F: 3 clusters Score -6907814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -6907818.500000 Penalty: 12669.976562
	Iteration 41Q: 3 clusters Score -6907818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -6907817.500000 Penalty: 12669.976562
	Iteration 42Q: 3 clusters Score -6907818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -6907827.500000 Penalty: 12669.976562
	Iteration 43Q: 3 clusters Score -6907828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -6907819.000000 Penalty: 12669.976562
	Iteration 44Q: 3 clusters Score -6907819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -6907822.500000 Penalty: 12669.976562
	Iteration 45Q: 3 clusters Score -6907822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -6907836.000000 Penalty: 12669.976562
	Iteration 46Q: 3 clusters Score -6907836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -6907826.000000 Penalty: 12669.976562
	Iteration 47Q: 3 clusters Score -6907826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -6907829.000000 Penalty: 12669.976562
	Iteration 48Q: 3 clusters Score -6907829 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -6907830.000000 Penalty: 12669.976562
	Iteration 49Q: 3 clusters Score -6907830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26416 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -6907814.000000 Penalty: 12669.976562
	Iteration 50Q: 3 clusters Score -6907814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -6907806.000000 Penalty: 12669.976562
	Iteration 51Q: 3 clusters Score -6907806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -6907822.500000 Penalty: 12669.976562
	Iteration 52Q: 3 clusters Score -6907822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26439 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -6907828.000000 Penalty: 12669.976562
	Iteration 53Q: 3 clusters Score -6907828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26449 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -6907834.000000 Penalty: 12669.976562
	Iteration 54Q: 3 clusters Score -6907834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -6907840.500000 Penalty: 12669.976562
	Iteration 55Q: 3 clusters Score -6907840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26479 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -6907857.000000 Penalty: 12669.976562
	Iteration 56Q: 3 clusters Score -6907857 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -6907854.000000 Penalty: 12669.976562
	Iteration 57Q: 3 clusters Score -6907854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26493 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -6907853.500000 Penalty: 12669.976562
	Iteration 58Q: 3 clusters Score -6907854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -6907854.000000 Penalty: 12669.976562
	Iteration 59Q: 3 clusters Score -6907854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -6907847.500000 Penalty: 12669.976562
	Iteration 60F: 3 clusters Score -6907848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26499 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -6907843.500000 Penalty: 12669.976562
	Iteration 61Q: 3 clusters Score -6907844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26504 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -6907846.000000 Penalty: 12669.976562
	Iteration 62Q: 3 clusters Score -6907846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -6907853.500000 Penalty: 12669.976562
	Iteration 63Q: 3 clusters Score -6907854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26509 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -6907852.000000 Penalty: 12669.976562
	Iteration 64Q: 3 clusters Score -6907852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26514 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -6907858.500000 Penalty: 12669.976562
	Iteration 65Q: 3 clusters Score -6907858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26519 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -6907872.500000 Penalty: 12669.976562
	Iteration 66Q: 3 clusters Score -6907872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -6907869.000000 Penalty: 12669.976562
	Iteration 67Q: 3 clusters Score -6907869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -6907873.000000 Penalty: 12669.976562
	Iteration 68Q: 3 clusters Score -6907873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26540 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -6907878.500000 Penalty: 12669.976562
	Iteration 69Q: 3 clusters Score -6907878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -6907877.000000 Penalty: 12669.976562
	Iteration 70Q: 3 clusters Score -6907877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -6907885.500000 Penalty: 12669.976562
	Iteration 71Q: 3 clusters Score -6907886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -6907883.500000 Penalty: 12669.976562
	Iteration 72Q: 3 clusters Score -6907884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -6907885.000000 Penalty: 12669.976562
	Iteration 73Q: 3 clusters Score -6907885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -6907891.000000 Penalty: 12669.976562
	Iteration 74Q: 3 clusters Score -6907891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -6907892.500000 Penalty: 12669.976562
	Iteration 75Q: 3 clusters Score -6907892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -6907896.500000 Penalty: 12669.976562
	Iteration 76Q: 3 clusters Score -6907896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26563 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -6907888.000000 Penalty: 12669.976562
	Iteration 77Q: 3 clusters Score -6907888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26573 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -6907888.500000 Penalty: 12669.976562
	Iteration 78Q: 3 clusters Score -6907888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -6907891.500000 Penalty: 12669.976562
	Iteration 79Q: 3 clusters Score -6907892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -6907887.000000 Penalty: 12669.976562
	Iteration 80F: 3 clusters Score -6907887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -6907888.500000 Penalty: 12669.976562
	Iteration 81Q: 3 clusters Score -6907888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -6907884.000000 Penalty: 12669.976562
	Iteration 82Q: 3 clusters Score -6907884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -6907892.000000 Penalty: 12669.976562
	Iteration 83Q: 3 clusters Score -6907892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -6907888.500000 Penalty: 12669.976562
	Iteration 84Q: 3 clusters Score -6907888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -6907897.000000 Penalty: 12669.976562
	Iteration 85Q: 3 clusters Score -6907897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26612 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -6907893.500000 Penalty: 12669.976562
	Iteration 86Q: 3 clusters Score -6907894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -6907890.000000 Penalty: 12669.976562
	Iteration 87Q: 3 clusters Score -6907890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -6907885.500000 Penalty: 12669.976562
	Iteration 88Q: 3 clusters Score -6907886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26624 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -6907881.000000 Penalty: 12669.976562
	Iteration 89Q: 3 clusters Score -6907881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26627 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -6907881.500000 Penalty: 12669.976562
	Iteration 90Q: 3 clusters Score -6907882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -6907892.000000 Penalty: 12669.976562
	Iteration 91Q: 3 clusters Score -6907892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26631 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -6907891.000000 Penalty: 12669.976562
	Iteration 92Q: 3 clusters Score -6907891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26635 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -6907885.500000 Penalty: 12669.976562
	Iteration 93Q: 3 clusters Score -6907886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -6907889.000000 Penalty: 12669.976562
	Iteration 94Q: 3 clusters Score -6907889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -6907891.500000 Penalty: 12669.976562
	Iteration 95Q: 3 clusters Score -6907892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -6907883.000000 Penalty: 12669.976562
	Iteration 96Q: 3 clusters Score -6907883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26662 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -6907879.000000 Penalty: 12669.976562
	Iteration 97Q: 3 clusters Score -6907879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -6907875.000000 Penalty: 12669.976562
	Iteration 98Q: 3 clusters Score -6907875 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -6907878.500000 Penalty: 12669.976562
	Iteration 99Q: 3 clusters Score -6907878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -6907885.000000 Penalty: 12669.976562
	Iteration 100F: 3 clusters Score -6907885 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26708 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -6907888.500000 Penalty: 12669.976562
	Iteration 101Q: 3 clusters Score -6907888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -6907878.000000 Penalty: 12669.976562
	Iteration 102Q: 3 clusters Score -6907878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26734 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -6907889.000000 Penalty: 12669.976562
	Iteration 103Q: 3 clusters Score -6907889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26740 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -6907891.500000 Penalty: 12669.976562
	Iteration 104Q: 3 clusters Score -6907892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -6907902.000000 Penalty: 12669.976562
	Iteration 105Q: 3 clusters Score -6907902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -6907893.500000 Penalty: 12669.976562
	Iteration 106Q: 3 clusters Score -6907894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -6907905.500000 Penalty: 12669.976562
	Iteration 107Q: 3 clusters Score -6907906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -6907904.000000 Penalty: 12669.976562
	Iteration 108Q: 3 clusters Score -6907904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26813 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -6907898.500000 Penalty: 12669.976562
	Iteration 109Q: 3 clusters Score -6907898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -6907918.500000 Penalty: 12669.976562
	Iteration 110Q: 3 clusters Score -6907918 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26843 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -6907923.000000 Penalty: 12669.976562
	Iteration 111Q: 3 clusters Score -6907923 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26859 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -6907939.500000 Penalty: 12669.976562
	Iteration 112Q: 3 clusters Score -6907940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -6907942.000000 Penalty: 12669.976562
	Iteration 113Q: 3 clusters Score -6907942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -6907931.000000 Penalty: 12669.976562
	Iteration 114Q: 3 clusters Score -6907931 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -6907944.500000 Penalty: 12669.976562
	Iteration 115Q: 3 clusters Score -6907944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -6907945.500000 Penalty: 12669.976562
	Iteration 116Q: 3 clusters Score -6907946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -6907951.500000 Penalty: 12669.976562
	Iteration 117Q: 3 clusters Score -6907952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -6907939.500000 Penalty: 12669.976562
	Iteration 118Q: 3 clusters Score -6907940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -6907942.000000 Penalty: 12669.976562
	Iteration 119Q: 3 clusters Score -6907942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26932 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -6907939.000000 Penalty: 12669.976562
	Iteration 120F: 3 clusters Score -6907939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -6907936.000000 Penalty: 12669.976562
	Iteration 121Q: 3 clusters Score -6907936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -6907938.500000 Penalty: 12669.976562
	Iteration 122Q: 3 clusters Score -6907938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -6907938.500000 Penalty: 12669.976562
	Iteration 123F: 3 clusters Score -6907938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -252086.953125 Penalty: 4326.117188
	Iteration 0F: 2 clusters Score -252087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -247810.968750 Penalty: 8652.234375
	Iteration 0F: 3 clusters Score -247811 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -248263.046875 Penalty: 8652.234375
	Iteration 1F: 3 clusters Score -248263 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -248400.218750 Penalty: 8652.234375
	Iteration 2Q: 3 clusters Score -248400.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -248445.765625 Penalty: 8652.234375
	Iteration 3Q: 3 clusters Score -248445.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -248467.921875 Penalty: 8652.234375
	Iteration 4Q: 3 clusters Score -248467.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -248475.750000 Penalty: 8652.234375
	Iteration 5Q: 3 clusters Score -248475.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -248486.453125 Penalty: 8652.234375
	Iteration 6Q: 3 clusters Score -248486.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -248490.875000 Penalty: 8652.234375
	Iteration 7Q: 3 clusters Score -248490.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -248490.875000 Penalty: 8652.234375
	Iteration 8F: 3 clusters Score -248490.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (52049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52049 members 
Entering Unmasked Estep 
Score: -11709137.000000 Penalty: 6651.713379
	Iteration 0F: 2 clusters Score -1.170914e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -11672049.000000 Penalty: 13303.426758
	Iteration 0F: 3 clusters Score -1.167205e+07 nChanged 23045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
Score: -11684689.000000 Penalty: 13303.426758
	Iteration 1F: 3 clusters Score -1.168469e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -11685727.000000 Penalty: 13303.426758
	Iteration 2F: 3 clusters Score -1.168573e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27154 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -11686641.000000 Penalty: 13303.426758
	Iteration 3Q: 3 clusters Score -1.168664e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27534 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -11687572.000000 Penalty: 13303.426758
	Iteration 4Q: 3 clusters Score -1.168757e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 23995 members 
Entering Unmasked Estep 
Score: -11688505.000000 Penalty: 13303.426758
	Iteration 5Q: 3 clusters Score -1.16885e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28735 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -11689431.000000 Penalty: 13303.426758
	Iteration 6Q: 3 clusters Score -1.168943e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29563 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -11690579.000000 Penalty: 13303.426758
	Iteration 7Q: 3 clusters Score -1.169058e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30520 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -11691811.000000 Penalty: 13303.426758
	Iteration 8Q: 3 clusters Score -1.169181e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31506 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -11692719.000000 Penalty: 13303.426758
	Iteration 9Q: 3 clusters Score -1.169272e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32580 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -11693519.000000 Penalty: 13303.426758
	Iteration 10Q: 3 clusters Score -1.169352e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33761 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -11694296.000000 Penalty: 13303.426758
	Iteration 11Q: 3 clusters Score -1.16943e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35092 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -11695119.000000 Penalty: 13303.426758
	Iteration 12Q: 3 clusters Score -1.169512e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36549 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -11695979.000000 Penalty: 13303.426758
	Iteration 13Q: 3 clusters Score -1.169598e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38116 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -11696852.000000 Penalty: 13303.426758
	Iteration 14Q: 3 clusters Score -1.169685e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39727 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -11697805.000000 Penalty: 13303.426758
	Iteration 15Q: 3 clusters Score -1.16978e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41292 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -11698766.000000 Penalty: 13303.426758
	Iteration 16Q: 3 clusters Score -1.169877e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42713 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -11699544.000000 Penalty: 13303.426758
	Iteration 17Q: 3 clusters Score -1.169954e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44026 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -11700339.000000 Penalty: 13303.426758
	Iteration 18Q: 3 clusters Score -1.170034e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45210 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -11701138.000000 Penalty: 13303.426758
	Iteration 19Q: 3 clusters Score -1.170114e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46245 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -11701756.000000 Penalty: 13303.426758
	Iteration 20F: 3 clusters Score -1.170176e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47098 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -11702312.000000 Penalty: 13303.426758
	Iteration 21Q: 3 clusters Score -1.170231e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47766 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -11702738.000000 Penalty: 13303.426758
	Iteration 22Q: 3 clusters Score -1.170274e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48308 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -11703112.000000 Penalty: 13303.426758
	Iteration 23Q: 3 clusters Score -1.170311e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48709 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -11703354.000000 Penalty: 13303.426758
	Iteration 24Q: 3 clusters Score -1.170335e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49019 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -11703546.000000 Penalty: 13303.426758
	Iteration 25Q: 3 clusters Score -1.170355e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49233 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -11703706.000000 Penalty: 13303.426758
	Iteration 26Q: 3 clusters Score -1.170371e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49420 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -11703799.000000 Penalty: 13303.426758
	Iteration 27Q: 3 clusters Score -1.17038e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49562 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -11703871.000000 Penalty: 13303.426758
	Iteration 28Q: 3 clusters Score -1.170387e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49663 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -11703965.000000 Penalty: 13303.426758
	Iteration 29Q: 3 clusters Score -1.170396e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49759 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -11704036.000000 Penalty: 13303.426758
	Iteration 30Q: 3 clusters Score -1.170404e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49834 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -11704077.000000 Penalty: 13303.426758
	Iteration 31Q: 3 clusters Score -1.170408e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49884 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -11704105.000000 Penalty: 13303.426758
	Iteration 32Q: 3 clusters Score -1.17041e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49914 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -11704135.000000 Penalty: 13303.426758
	Iteration 33Q: 3 clusters Score -1.170414e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49936 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -11704132.000000 Penalty: 13303.426758
	Iteration 34Q: 3 clusters Score -1.170413e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49960 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -11704157.000000 Penalty: 13303.426758
	Iteration 35Q: 3 clusters Score -1.170416e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49977 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -11704168.000000 Penalty: 13303.426758
	Iteration 36Q: 3 clusters Score -1.170417e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49994 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -11704152.000000 Penalty: 13303.426758
	Iteration 37Q: 3 clusters Score -1.170415e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50005 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -11704152.000000 Penalty: 13303.426758
	Iteration 38Q: 3 clusters Score -1.170415e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50012 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -11704152.000000 Penalty: 13303.426758
	Iteration 39Q: 3 clusters Score -1.170415e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50019 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -11704163.000000 Penalty: 13303.426758
	Iteration 40F: 3 clusters Score -1.170416e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50030 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -11704177.000000 Penalty: 13303.426758
	Iteration 41Q: 3 clusters Score -1.170418e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50036 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -11704185.000000 Penalty: 13303.426758
	Iteration 42Q: 3 clusters Score -1.170418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50040 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -11704185.000000 Penalty: 13303.426758
	Iteration 43Q: 3 clusters Score -1.170418e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50044 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -11704189.000000 Penalty: 13303.426758
	Iteration 44Q: 3 clusters Score -1.170419e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50048 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -11704190.000000 Penalty: 13303.426758
	Iteration 45Q: 3 clusters Score -1.170419e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50050 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -11704178.000000 Penalty: 13303.426758
	Iteration 46Q: 3 clusters Score -1.170418e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50051 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -11704182.000000 Penalty: 13303.426758
	Iteration 47Q: 3 clusters Score -1.170418e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50051 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -11704182.000000 Penalty: 13303.426758
	Iteration 48F: 3 clusters Score -1.170418e+07 nChanged 0
--- Evaluating fit on full set of 2152811 points ---
Entering Unmasked Estep 
Score: -474567808.000000 Penalty: 250086.187500
20->29 Clusters: Score -474567808.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 717603 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36082 members 
Mstep: Class 2 contains 35718 members 
Mstep: Class 3 contains 35874 members 
Mstep: Class 4 contains 35818 members 
Mstep: Class 5 contains 36075 members 
Mstep: Class 6 contains 35782 members 
Mstep: Class 7 contains 35929 members 
Mstep: Class 8 contains 35943 members 
Mstep: Class 9 contains 35498 members 
Mstep: Class 10 contains 35949 members 
Mstep: Class 11 contains 35817 members 
Mstep: Class 12 contains 35951 members 
Mstep: Class 13 contains 35871 members 
Mstep: Class 14 contains 35939 members 
Mstep: Class 15 contains 35953 members 
Mstep: Class 16 contains 35810 members 
Mstep: Class 17 contains 35782 members 
Mstep: Class 18 contains 35882 members 
Mstep: Class 19 contains 35772 members 
Mstep: Class 20 contains 36158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 1122.344360 but Gain 8258.750000
Score: -150510624.000000 Penalty: 156916.234375
Iteration 0F: 20 clusters Score -1.505106e+08 nChanged 675933
Entering Unmasked Mstep 
Mstep: Class 0 contains 2257 members 
Mstep: Class 1 contains 49858 members 
Mstep: Class 2 contains 17799 members 
Mstep: Class 3 contains 55876 members 
Mstep: Class 4 contains 21737 members 
Mstep: Class 5 contains 47095 members 
Mstep: Class 6 contains 62983 members 
Mstep: Class 7 contains 29706 members 
Mstep: Class 8 contains 31191 members 
Mstep: Class 9 contains 24808 members 
Mstep: Class 10 contains 33420 members 
Mstep: Class 11 contains 77290 members 
Mstep: Class 12 contains 21566 members 
Mstep: Class 13 contains 15196 members 
Mstep: Class 14 contains 68282 members 
Mstep: Class 15 contains 46218 members 
Mstep: Class 16 contains 52363 members 
Mstep: Class 17 contains 21825 members 
Mstep: Class 18 contains 18775 members 
Mstep: Class 19 contains 19358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154336192.000000 Penalty: 156916.234375
Iteration 1F: 20 clusters Score -1.543362e+08 nChanged 348491
Entering Unmasked Mstep 
Mstep: Class 0 contains 2238 members 
Mstep: Class 1 contains 39887 members 
Mstep: Class 2 contains 34707 members 
Mstep: Class 3 contains 25802 members 
Mstep: Class 4 contains 14664 members 
Mstep: Class 5 contains 17042 members 
Mstep: Class 6 contains 96286 members 
Mstep: Class 7 contains 33655 members 
Mstep: Class 8 contains 36176 members 
Mstep: Class 9 contains 22187 members 
Mstep: Class 10 contains 25926 members 
Mstep: Class 11 contains 120532 members 
Mstep: Class 12 contains 25481 members 
Mstep: Class 13 contains 2328 members 
Mstep: Class 14 contains 115076 members 
Mstep: Class 15 contains 35797 members 
Mstep: Class 16 contains 18161 members 
Mstep: Class 17 contains 19083 members 
Mstep: Class 18 contains 9202 members 
Mstep: Class 19 contains 23373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155528176.000000 Penalty: 156916.234375
Iteration 2F: 20 clusters Score -1.555282e+08 nChanged 237853
Entering Unmasked Mstep 
Mstep: Class 0 contains 1237 members 
Mstep: Class 1 contains 35461 members 
Mstep: Class 2 contains 53441 members 
Mstep: Class 3 contains 9415 members 
Mstep: Class 4 contains 12069 members 
Mstep: Class 5 contains 5928 members 
Mstep: Class 6 contains 106942 members 
Mstep: Class 7 contains 29182 members 
Mstep: Class 8 contains 51235 members 
Mstep: Class 9 contains 21521 members 
Mstep: Class 10 contains 16334 members 
Mstep: Class 11 contains 127573 members 
Mstep: Class 12 contains 27513 members 
Mstep: Class 13 contains 1542 members 
Mstep: Class 14 contains 126597 members 
Mstep: Class 15 contains 37953 members 
Mstep: Class 16 contains 3790 members 
Mstep: Class 17 contains 22794 members 
Mstep: Class 18 contains 7129 members 
Mstep: Class 19 contains 19947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156216256.000000 Penalty: 156916.234375
Iteration 3F: 20 clusters Score -1.562163e+08 nChanged 158516
Entering Unmasked Mstep 
Mstep: Class 0 contains 381 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 60415 members 
Mstep: Class 3 contains 6382 members 
Mstep: Class 4 contains 11484 members 
Mstep: Class 5 contains 3202 members 
Mstep: Class 6 contains 115032 members 
Mstep: Class 7 contains 25229 members 
Mstep: Class 8 contains 66094 members 
Mstep: Class 9 contains 18612 members 
Mstep: Class 10 contains 10366 members 
Mstep: Class 11 contains 136086 members 
Mstep: Class 12 contains 24317 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 112017 members 
Mstep: Class 15 contains 41202 members 
Mstep: Class 16 contains 1370 members 
Mstep: Class 17 contains 25494 members 
Mstep: Class 18 contains 7465 members 
Mstep: Class 19 contains 16815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156614720.000000 Penalty: 156916.234375
Iteration 4F: 20 clusters Score -1.566147e+08 nChanged 112348
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 31906 members 
Mstep: Class 2 contains 60438 members 
Mstep: Class 3 contains 5681 members 
Mstep: Class 4 contains 11552 members 
Mstep: Class 5 contains 2437 members 
Mstep: Class 6 contains 121010 members 
Mstep: Class 7 contains 22785 members 
Mstep: Class 8 contains 79918 members 
Mstep: Class 9 contains 14858 members 
Mstep: Class 10 contains 8062 members 
Mstep: Class 11 contains 147719 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 1364 members 
Mstep: Class 14 contains 90894 members 
Mstep: Class 15 contains 46147 members 
Mstep: Class 16 contains 1285 members 
Mstep: Class 17 contains 26342 members 
Mstep: Class 18 contains 8656 members 
Mstep: Class 19 contains 14964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156747792.000000 Penalty: 156916.234375
Iteration 5F: 20 clusters Score -1.567478e+08 nChanged 80788
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 29199 members 
Mstep: Class 2 contains 58229 members 
Mstep: Class 3 contains 5197 members 
Mstep: Class 4 contains 12429 members 
Mstep: Class 5 contains 2349 members 
Mstep: Class 6 contains 122917 members 
Mstep: Class 7 contains 21495 members 
Mstep: Class 8 contains 92845 members 
Mstep: Class 9 contains 11680 members 
Mstep: Class 10 contains 7363 members 
Mstep: Class 11 contains 152269 members 
Mstep: Class 12 contains 19072 members 
Mstep: Class 13 contains 1367 members 
Mstep: Class 14 contains 77525 members 
Mstep: Class 15 contains 51342 members 
Mstep: Class 16 contains 1278 members 
Mstep: Class 17 contains 26624 members 
Mstep: Class 18 contains 10370 members 
Mstep: Class 19 contains 13972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156824064.000000 Penalty: 156916.234375
Iteration 6F: 20 clusters Score -1.568241e+08 nChanged 63743
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 56506 members 
Mstep: Class 3 contains 4838 members 
Mstep: Class 4 contains 13347 members 
Mstep: Class 5 contains 2853 members 
Mstep: Class 6 contains 118832 members 
Mstep: Class 7 contains 21109 members 
Mstep: Class 8 contains 104908 members 
Mstep: Class 9 contains 9586 members 
Mstep: Class 10 contains 6927 members 
Mstep: Class 11 contains 151021 members 
Mstep: Class 12 contains 16311 members 
Mstep: Class 13 contains 1367 members 
Mstep: Class 14 contains 73652 members 
Mstep: Class 15 contains 56346 members 
Mstep: Class 16 contains 1278 members 
Mstep: Class 17 contains 26673 members 
Mstep: Class 18 contains 12226 members 
Mstep: Class 19 contains 13090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156889280.000000 Penalty: 156916.234375
Iteration 7F: 20 clusters Score -1.568893e+08 nChanged 56535
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 24755 members 
Mstep: Class 2 contains 55688 members 
Mstep: Class 3 contains 4569 members 
Mstep: Class 4 contains 13955 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 109173 members 
Mstep: Class 7 contains 21291 members 
Mstep: Class 8 contains 115723 members 
Mstep: Class 9 contains 8371 members 
Mstep: Class 10 contains 6456 members 
Mstep: Class 11 contains 147062 members 
Mstep: Class 12 contains 13336 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 14 contains 77904 members 
Mstep: Class 15 contains 60941 members 
Mstep: Class 16 contains 1279 members 
Mstep: Class 17 contains 26706 members 
Mstep: Class 18 contains 13827 members 
Mstep: Class 19 contains 11751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156948256.000000 Penalty: 156916.234375
Iteration 8F: 20 clusters Score -1.569483e+08 nChanged 50520
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 55495 members 
Mstep: Class 3 contains 4345 members 
Mstep: Class 4 contains 14279 members 
Mstep: Class 5 contains 3578 members 
Mstep: Class 6 contains 95337 members 
Mstep: Class 7 contains 21495 members 
Mstep: Class 8 contains 124462 members 
Mstep: Class 9 contains 7658 members 
Mstep: Class 10 contains 6082 members 
Mstep: Class 11 contains 143616 members 
Mstep: Class 12 contains 10748 members 
Mstep: Class 13 contains 1369 members 
Mstep: Class 14 contains 88603 members 
Mstep: Class 15 contains 63926 members 
Mstep: Class 16 contains 1279 members 
Mstep: Class 17 contains 26869 members 
Mstep: Class 18 contains 14922 members 
Mstep: Class 19 contains 10008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156995568.000000 Penalty: 156916.234375
Iteration 9F: 20 clusters Score -1.569956e+08 nChanged 43213
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 55515 members 
Mstep: Class 3 contains 4165 members 
Mstep: Class 4 contains 14408 members 
Mstep: Class 5 contains 3666 members 
Mstep: Class 6 contains 80046 members 
Mstep: Class 7 contains 21425 members 
Mstep: Class 8 contains 130927 members 
Mstep: Class 9 contains 7163 members 
Mstep: Class 10 contains 5916 members 
Mstep: Class 11 contains 141329 members 
Mstep: Class 12 contains 8628 members 
Mstep: Class 13 contains 1371 members 
Mstep: Class 14 contains 102470 members 
Mstep: Class 15 contains 64913 members 
Mstep: Class 16 contains 1279 members 
Mstep: Class 17 contains 27441 members 
Mstep: Class 18 contains 15832 members 
Mstep: Class 19 contains 8668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157031856.000000 Penalty: 156916.234375
Iteration 10F: 20 clusters Score -1.570319e+08 nChanged 34042
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 55450 members 
Mstep: Class 3 contains 3995 members 
Mstep: Class 4 contains 14696 members 
Mstep: Class 5 contains 3701 members 
Mstep: Class 6 contains 67650 members 
Mstep: Class 7 contains 21190 members 
Mstep: Class 8 contains 135284 members 
Mstep: Class 9 contains 6851 members 
Mstep: Class 10 contains 5896 members 
Mstep: Class 11 contains 139423 members 
Mstep: Class 12 contains 6875 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 114614 members 
Mstep: Class 15 contains 64554 members 
Mstep: Class 16 contains 1278 members 
Mstep: Class 17 contains 28323 members 
Mstep: Class 18 contains 16564 members 
Mstep: Class 19 contains 8252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157064512.000000 Penalty: 156916.234375
Iteration 11Q: 20 clusters Score -1.570645e+08 nChanged 25999
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 55244 members 
Mstep: Class 3 contains 3857 members 
Mstep: Class 4 contains 14710 members 
Mstep: Class 5 contains 3707 members 
Mstep: Class 6 contains 61114 members 
Mstep: Class 7 contains 21048 members 
Mstep: Class 8 contains 137649 members 
Mstep: Class 9 contains 6725 members 
Mstep: Class 10 contains 5916 members 
Mstep: Class 11 contains 137598 members 
Mstep: Class 12 contains 5650 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 122366 members 
Mstep: Class 15 contains 63631 members 
Mstep: Class 16 contains 1278 members 
Mstep: Class 17 contains 29320 members 
Mstep: Class 18 contains 17040 members 
Mstep: Class 19 contains 8404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157091456.000000 Penalty: 156916.234375
Iteration 12Q: 20 clusters Score -1.570915e+08 nChanged 20504
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 54879 members 
Mstep: Class 3 contains 3765 members 
Mstep: Class 4 contains 14261 members 
Mstep: Class 5 contains 3709 members 
Mstep: Class 6 contains 59847 members 
Mstep: Class 7 contains 20898 members 
Mstep: Class 8 contains 138471 members 
Mstep: Class 9 contains 6707 members 
Mstep: Class 10 contains 5959 members 
Mstep: Class 11 contains 135823 members 
Mstep: Class 12 contains 5050 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 126655 members 
Mstep: Class 15 contains 62434 members 
Mstep: Class 16 contains 1278 members 
Mstep: Class 17 contains 30037 members 
Mstep: Class 18 contains 17469 members 
Mstep: Class 19 contains 8698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157107376.000000 Penalty: 156916.234375
Iteration 13Q: 20 clusters Score -1.571074e+08 nChanged 16757
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 54319 members 
Mstep: Class 3 contains 3688 members 
Mstep: Class 4 contains 13690 members 
Mstep: Class 5 contains 3703 members 
Mstep: Class 6 contains 60750 members 
Mstep: Class 7 contains 20795 members 
Mstep: Class 8 contains 138667 members 
Mstep: Class 9 contains 6808 members 
Mstep: Class 10 contains 6002 members 
Mstep: Class 11 contains 133972 members 
Mstep: Class 12 contains 4718 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 129017 members 
Mstep: Class 15 contains 61340 members 
Mstep: Class 16 contains 1278 members 
Mstep: Class 17 contains 30473 members 
Mstep: Class 18 contains 18252 members 
Mstep: Class 19 contains 9010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157117136.000000 Penalty: 156916.234375
Iteration 14Q: 20 clusters Score -1.571171e+08 nChanged 13995
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 53674 members 
Mstep: Class 3 contains 3627 members 
Mstep: Class 4 contains 13109 members 
Mstep: Class 5 contains 3715 members 
Mstep: Class 6 contains 62287 members 
Mstep: Class 7 contains 20679 members 
Mstep: Class 8 contains 138771 members 
Mstep: Class 9 contains 6961 members 
Mstep: Class 10 contains 6037 members 
Mstep: Class 11 contains 131991 members 
Mstep: Class 12 contains 4479 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 130193 members 
Mstep: Class 15 contains 60480 members 
Mstep: Class 16 contains 1278 members 
Mstep: Class 17 contains 30693 members 
Mstep: Class 18 contains 19624 members 
Mstep: Class 19 contains 9314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157125232.000000 Penalty: 156916.234375
Iteration 15Q: 20 clusters Score -1.571252e+08 nChanged 11958
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 52972 members 
Mstep: Class 3 contains 3575 members 
Mstep: Class 4 contains 12558 members 
Mstep: Class 5 contains 3718 members 
Mstep: Class 6 contains 63931 members 
Mstep: Class 7 contains 20655 members 
Mstep: Class 8 contains 138818 members 
Mstep: Class 9 contains 7106 members 
Mstep: Class 10 contains 6066 members 
Mstep: Class 11 contains 129991 members 
Mstep: Class 12 contains 4303 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 130670 members 
Mstep: Class 15 contains 59879 members 
Mstep: Class 16 contains 1278 members 
Mstep: Class 17 contains 30814 members 
Mstep: Class 18 contains 21359 members 
Mstep: Class 19 contains 9645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157130416.000000 Penalty: 156916.234375
Iteration 16Q: 20 clusters Score -1.571304e+08 nChanged 10502
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 52163 members 
Mstep: Class 3 contains 3550 members 
Mstep: Class 4 contains 12069 members 
Mstep: Class 5 contains 3732 members 
Mstep: Class 6 contains 65428 members 
Mstep: Class 7 contains 20781 members 
Mstep: Class 8 contains 138902 members 
Mstep: Class 9 contains 7219 members 
Mstep: Class 10 contains 6084 members 
Mstep: Class 11 contains 128050 members 
Mstep: Class 12 contains 4161 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 130828 members 
Mstep: Class 15 contains 59462 members 
Mstep: Class 16 contains 1278 members 
Mstep: Class 17 contains 30735 members 
Mstep: Class 18 contains 23302 members 
Mstep: Class 19 contains 9957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157134752.000000 Penalty: 156916.234375
Iteration 17Q: 20 clusters Score -1.571348e+08 nChanged 9402
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 51264 members 
Mstep: Class 3 contains 3532 members 
Mstep: Class 4 contains 11601 members 
Mstep: Class 5 contains 3738 members 
Mstep: Class 6 contains 66780 members 
Mstep: Class 7 contains 21054 members 
Mstep: Class 8 contains 139027 members 
Mstep: Class 9 contains 7329 members 
Mstep: Class 10 contains 6091 members 
Mstep: Class 11 contains 126168 members 
Mstep: Class 12 contains 4047 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 130832 members 
Mstep: Class 15 contains 59118 members 
Mstep: Class 16 contains 1278 members 
Mstep: Class 17 contains 30528 members 
Mstep: Class 18 contains 25286 members 
Mstep: Class 19 contains 10269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157138656.000000 Penalty: 156916.234375
Iteration 18Q: 20 clusters Score -1.571387e+08 nChanged 8800
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 50403 members 
Mstep: Class 3 contains 3507 members 
Mstep: Class 4 contains 11134 members 
Mstep: Class 5 contains 3738 members 
Mstep: Class 6 contains 67973 members 
Mstep: Class 7 contains 21444 members 
Mstep: Class 8 contains 139202 members 
Mstep: Class 9 contains 7450 members 
Mstep: Class 10 contains 6111 members 
Mstep: Class 11 contains 124293 members 
Mstep: Class 12 contains 3945 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 130776 members 
Mstep: Class 15 contains 58873 members 
Mstep: Class 16 contains 1278 members 
Mstep: Class 17 contains 30312 members 
Mstep: Class 18 contains 27199 members 
Mstep: Class 19 contains 10540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157142128.000000 Penalty: 156916.234375
Iteration 19Q: 20 clusters Score -1.571421e+08 nChanged 8409
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 49480 members 
Mstep: Class 3 contains 3496 members 
Mstep: Class 4 contains 10716 members 
Mstep: Class 5 contains 3737 members 
Mstep: Class 6 contains 69039 members 
Mstep: Class 7 contains 21937 members 
Mstep: Class 8 contains 139447 members 
Mstep: Class 9 contains 7564 members 
Mstep: Class 10 contains 6120 members 
Mstep: Class 11 contains 122426 members 
Mstep: Class 12 contains 3858 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 130681 members 
Mstep: Class 15 contains 58612 members 
Mstep: Class 16 contains 1278 members 
Mstep: Class 17 contains 30022 members 
Mstep: Class 18 contains 29112 members 
Mstep: Class 19 contains 10809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157146928.000000 Penalty: 156916.234375
Iteration 20F: 20 clusters Score -1.571469e+08 nChanged 9050
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 48534 members 
Mstep: Class 3 contains 3426 members 
Mstep: Class 4 contains 10259 members 
Mstep: Class 5 contains 3733 members 
Mstep: Class 6 contains 69890 members 
Mstep: Class 7 contains 22452 members 
Mstep: Class 8 contains 139737 members 
Mstep: Class 9 contains 7654 members 
Mstep: Class 10 contains 6185 members 
Mstep: Class 11 contains 120176 members 
Mstep: Class 12 contains 3787 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 130584 members 
Mstep: Class 15 contains 58411 members 
Mstep: Class 16 contains 1278 members 
Mstep: Class 17 contains 29564 members 
Mstep: Class 18 contains 31574 members 
Mstep: Class 19 contains 11162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157152944.000000 Penalty: 156916.234375
Iteration 21Q: 20 clusters Score -1.571529e+08 nChanged 9583
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 47698 members 
Mstep: Class 3 contains 3375 members 
Mstep: Class 4 contains 9787 members 
Mstep: Class 5 contains 3738 members 
Mstep: Class 6 contains 70562 members 
Mstep: Class 7 contains 23028 members 
Mstep: Class 8 contains 140091 members 
Mstep: Class 9 contains 7789 members 
Mstep: Class 10 contains 6202 members 
Mstep: Class 11 contains 117820 members 
Mstep: Class 12 contains 3657 members 
Mstep: Class 13 contains 1371 members 
Mstep: Class 14 contains 130427 members 
Mstep: Class 15 contains 58167 members 
Mstep: Class 16 contains 1278 members 
Mstep: Class 17 contains 29083 members 
Mstep: Class 18 contains 34191 members 
Mstep: Class 19 contains 11497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157161680.000000 Penalty: 156916.234375
Iteration 22Q: 20 clusters Score -1.571617e+08 nChanged 9896
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 46876 members 
Mstep: Class 3 contains 3358 members 
Mstep: Class 4 contains 9594 members 
Mstep: Class 5 contains 3742 members 
Mstep: Class 6 contains 71028 members 
Mstep: Class 7 contains 23692 members 
Mstep: Class 8 contains 140588 members 
Mstep: Class 9 contains 7937 members 
Mstep: Class 10 contains 6171 members 
Mstep: Class 11 contains 115248 members 
Mstep: Class 12 contains 3540 members 
Mstep: Class 13 contains 1371 members 
Mstep: Class 14 contains 130269 members 
Mstep: Class 15 contains 57786 members 
Mstep: Class 16 contains 1277 members 
Mstep: Class 17 contains 28592 members 
Mstep: Class 18 contains 36913 members 
Mstep: Class 19 contains 11794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157172624.000000 Penalty: 156916.234375
Iteration 23Q: 20 clusters Score -1.571726e+08 nChanged 9809
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 46083 members 
Mstep: Class 3 contains 3352 members 
Mstep: Class 4 contains 9876 members 
Mstep: Class 5 contains 3743 members 
Mstep: Class 6 contains 71290 members 
Mstep: Class 7 contains 24449 members 
Mstep: Class 8 contains 141167 members 
Mstep: Class 9 contains 8058 members 
Mstep: Class 10 contains 6149 members 
Mstep: Class 11 contains 112638 members 
Mstep: Class 12 contains 3415 members 
Mstep: Class 13 contains 1372 members 
Mstep: Class 14 contains 130134 members 
Mstep: Class 15 contains 57309 members 
Mstep: Class 16 contains 1277 members 
Mstep: Class 17 contains 28117 members 
Mstep: Class 18 contains 39472 members 
Mstep: Class 19 contains 12053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157178784.000000 Penalty: 156916.234375
Iteration 24Q: 20 clusters Score -1.571788e+08 nChanged 8958
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 45286 members 
Mstep: Class 3 contains 3340 members 
Mstep: Class 4 contains 10280 members 
Mstep: Class 5 contains 3744 members 
Mstep: Class 6 contains 71608 members 
Mstep: Class 7 contains 25210 members 
Mstep: Class 8 contains 141752 members 
Mstep: Class 9 contains 8172 members 
Mstep: Class 10 contains 6143 members 
Mstep: Class 11 contains 110092 members 
Mstep: Class 12 contains 3307 members 
Mstep: Class 13 contains 1372 members 
Mstep: Class 14 contains 130012 members 
Mstep: Class 15 contains 56825 members 
Mstep: Class 16 contains 1278 members 
Mstep: Class 17 contains 27702 members 
Mstep: Class 18 contains 41785 members 
Mstep: Class 19 contains 12285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157183968.000000 Penalty: 156916.234375
Iteration 25Q: 20 clusters Score -1.57184e+08 nChanged 7647
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 44507 members 
Mstep: Class 3 contains 3330 members 
Mstep: Class 4 contains 10617 members 
Mstep: Class 5 contains 3744 members 
Mstep: Class 6 contains 71945 members 
Mstep: Class 7 contains 25933 members 
Mstep: Class 8 contains 142266 members 
Mstep: Class 9 contains 8264 members 
Mstep: Class 10 contains 6161 members 
Mstep: Class 11 contains 107856 members 
Mstep: Class 12 contains 3221 members 
Mstep: Class 13 contains 1373 members 
Mstep: Class 14 contains 129896 members 
Mstep: Class 15 contains 56503 members 
Mstep: Class 16 contains 1277 members 
Mstep: Class 17 contains 27410 members 
Mstep: Class 18 contains 43667 members 
Mstep: Class 19 contains 12505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157186416.000000 Penalty: 156916.234375
Iteration 26Q: 20 clusters Score -1.571864e+08 nChanged 6314
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 43701 members 
Mstep: Class 3 contains 3320 members 
Mstep: Class 4 contains 10829 members 
Mstep: Class 5 contains 3748 members 
Mstep: Class 6 contains 72295 members 
Mstep: Class 7 contains 26507 members 
Mstep: Class 8 contains 142765 members 
Mstep: Class 9 contains 8382 members 
Mstep: Class 10 contains 6163 members 
Mstep: Class 11 contains 106052 members 
Mstep: Class 12 contains 3145 members 
Mstep: Class 13 contains 1373 members 
Mstep: Class 14 contains 129802 members 
Mstep: Class 15 contains 56349 members 
Mstep: Class 16 contains 1277 members 
Mstep: Class 17 contains 27200 members 
Mstep: Class 18 contains 45101 members 
Mstep: Class 19 contains 12727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157188944.000000 Penalty: 156916.234375
Iteration 27Q: 20 clusters Score -1.571889e+08 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 42948 members 
Mstep: Class 3 contains 3322 members 
Mstep: Class 4 contains 10957 members 
Mstep: Class 5 contains 3751 members 
Mstep: Class 6 contains 72671 members 
Mstep: Class 7 contains 26934 members 
Mstep: Class 8 contains 143209 members 
Mstep: Class 9 contains 8459 members 
Mstep: Class 10 contains 6163 members 
Mstep: Class 11 contains 104670 members 
Mstep: Class 12 contains 3082 members 
Mstep: Class 13 contains 1373 members 
Mstep: Class 14 contains 129739 members 
Mstep: Class 15 contains 56267 members 
Mstep: Class 16 contains 1278 members 
Mstep: Class 17 contains 26994 members 
Mstep: Class 18 contains 46210 members 
Mstep: Class 19 contains 12936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157190256.000000 Penalty: 156916.234375
Iteration 28Q: 20 clusters Score -1.571903e+08 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 42221 members 
Mstep: Class 3 contains 3330 members 
Mstep: Class 4 contains 11054 members 
Mstep: Class 5 contains 3756 members 
Mstep: Class 6 contains 72979 members 
Mstep: Class 7 contains 27303 members 
Mstep: Class 8 contains 143691 members 
Mstep: Class 9 contains 8529 members 
Mstep: Class 10 contains 6154 members 
Mstep: Class 11 contains 103661 members 
Mstep: Class 12 contains 3017 members 
Mstep: Class 13 contains 1374 members 
Mstep: Class 14 contains 129649 members 
Mstep: Class 15 contains 56199 members 
Mstep: Class 16 contains 1279 members 
Mstep: Class 17 contains 26842 members 
Mstep: Class 18 contains 46994 members 
Mstep: Class 19 contains 13133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157191712.000000 Penalty: 156916.234375
Iteration 29Q: 20 clusters Score -1.571917e+08 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 41546 members 
Mstep: Class 3 contains 3330 members 
Mstep: Class 4 contains 11118 members 
Mstep: Class 5 contains 3761 members 
Mstep: Class 6 contains 73273 members 
Mstep: Class 7 contains 27580 members 
Mstep: Class 8 contains 144155 members 
Mstep: Class 9 contains 8630 members 
Mstep: Class 10 contains 6137 members 
Mstep: Class 11 contains 102962 members 
Mstep: Class 12 contains 2967 members 
Mstep: Class 13 contains 1375 members 
Mstep: Class 14 contains 129572 members 
Mstep: Class 15 contains 56179 members 
Mstep: Class 16 contains 1280 members 
Mstep: Class 17 contains 26673 members 
Mstep: Class 18 contains 47484 members 
Mstep: Class 19 contains 13322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157192272.000000 Penalty: 156916.234375
Iteration 30Q: 20 clusters Score -1.571923e+08 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 40940 members 
Mstep: Class 3 contains 3333 members 
Mstep: Class 4 contains 11161 members 
Mstep: Class 5 contains 3763 members 
Mstep: Class 6 contains 73520 members 
Mstep: Class 7 contains 27790 members 
Mstep: Class 8 contains 144569 members 
Mstep: Class 9 contains 8731 members 
Mstep: Class 10 contains 6133 members 
Mstep: Class 11 contains 102458 members 
Mstep: Class 12 contains 2918 members 
Mstep: Class 13 contains 1375 members 
Mstep: Class 14 contains 129517 members 
Mstep: Class 15 contains 56158 members 
Mstep: Class 16 contains 1282 members 
Mstep: Class 17 contains 26545 members 
Mstep: Class 18 contains 47837 members 
Mstep: Class 19 contains 13483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157193024.000000 Penalty: 156916.234375
Iteration 31Q: 20 clusters Score -1.57193e+08 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 40423 members 
Mstep: Class 3 contains 3337 members 
Mstep: Class 4 contains 11192 members 
Mstep: Class 5 contains 3764 members 
Mstep: Class 6 contains 73746 members 
Mstep: Class 7 contains 27889 members 
Mstep: Class 8 contains 144911 members 
Mstep: Class 9 contains 8852 members 
Mstep: Class 10 contains 6132 members 
Mstep: Class 11 contains 102143 members 
Mstep: Class 12 contains 2842 members 
Mstep: Class 13 contains 1375 members 
Mstep: Class 14 contains 129461 members 
Mstep: Class 15 contains 56185 members 
Mstep: Class 16 contains 1283 members 
Mstep: Class 17 contains 26424 members 
Mstep: Class 18 contains 48074 members 
Mstep: Class 19 contains 13647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157193008.000000 Penalty: 156916.234375
Iteration 32Q: 20 clusters Score -1.57193e+08 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 39934 members 
Mstep: Class 3 contains 3338 members 
Mstep: Class 4 contains 11218 members 
Mstep: Class 5 contains 3766 members 
Mstep: Class 6 contains 73951 members 
Mstep: Class 7 contains 27989 members 
Mstep: Class 8 contains 145247 members 
Mstep: Class 9 contains 8957 members 
Mstep: Class 10 contains 6131 members 
Mstep: Class 11 contains 101908 members 
Mstep: Class 12 contains 2785 members 
Mstep: Class 13 contains 1375 members 
Mstep: Class 14 contains 129422 members 
Mstep: Class 15 contains 56193 members 
Mstep: Class 16 contains 1284 members 
Mstep: Class 17 contains 26311 members 
Mstep: Class 18 contains 48215 members 
Mstep: Class 19 contains 13792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157193008.000000 Penalty: 156916.234375
Iteration 33Q: 20 clusters Score -1.57193e+08 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 39483 members 
Mstep: Class 3 contains 3339 members 
Mstep: Class 4 contains 11241 members 
Mstep: Class 5 contains 3766 members 
Mstep: Class 6 contains 74147 members 
Mstep: Class 7 contains 28045 members 
Mstep: Class 8 contains 145533 members 
Mstep: Class 9 contains 9076 members 
Mstep: Class 10 contains 6132 members 
Mstep: Class 11 contains 101735 members 
Mstep: Class 12 contains 2725 members 
Mstep: Class 13 contains 1375 members 
Mstep: Class 14 contains 129380 members 
Mstep: Class 15 contains 56195 members 
Mstep: Class 16 contains 1284 members 
Mstep: Class 17 contains 26226 members 
Mstep: Class 18 contains 48321 members 
Mstep: Class 19 contains 13914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157193328.000000 Penalty: 156916.234375
Iteration 34Q: 20 clusters Score -1.571933e+08 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 39084 members 
Mstep: Class 3 contains 3339 members 
Mstep: Class 4 contains 11257 members 
Mstep: Class 5 contains 3769 members 
Mstep: Class 6 contains 74346 members 
Mstep: Class 7 contains 28082 members 
Mstep: Class 8 contains 145790 members 
Mstep: Class 9 contains 9161 members 
Mstep: Class 10 contains 6129 members 
Mstep: Class 11 contains 101630 members 
Mstep: Class 12 contains 2666 members 
Mstep: Class 13 contains 1375 members 
Mstep: Class 14 contains 129350 members 
Mstep: Class 15 contains 56205 members 
Mstep: Class 16 contains 1284 members 
Mstep: Class 17 contains 26134 members 
Mstep: Class 18 contains 48400 members 
Mstep: Class 19 contains 14012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157193232.000000 Penalty: 156916.234375
Iteration 35Q: 20 clusters Score -1.571932e+08 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 38725 members 
Mstep: Class 3 contains 3339 members 
Mstep: Class 4 contains 11262 members 
Mstep: Class 5 contains 3767 members 
Mstep: Class 6 contains 74510 members 
Mstep: Class 7 contains 28116 members 
Mstep: Class 8 contains 146081 members 
Mstep: Class 9 contains 9235 members 
Mstep: Class 10 contains 6129 members 
Mstep: Class 11 contains 101525 members 
Mstep: Class 12 contains 2600 members 
Mstep: Class 13 contains 1375 members 
Mstep: Class 14 contains 129323 members 
Mstep: Class 15 contains 56203 members 
Mstep: Class 16 contains 1284 members 
Mstep: Class 17 contains 26042 members 
Mstep: Class 18 contains 48462 members 
Mstep: Class 19 contains 14112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157193424.000000 Penalty: 156916.234375
Iteration 36Q: 20 clusters Score -1.571934e+08 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 38365 members 
Mstep: Class 3 contains 3340 members 
Mstep: Class 4 contains 11269 members 
Mstep: Class 5 contains 3767 members 
Mstep: Class 6 contains 74637 members 
Mstep: Class 7 contains 28160 members 
Mstep: Class 8 contains 146377 members 
Mstep: Class 9 contains 9313 members 
Mstep: Class 10 contains 6130 members 
Mstep: Class 11 contains 101445 members 
Mstep: Class 12 contains 2533 members 
Mstep: Class 13 contains 1375 members 
Mstep: Class 14 contains 129301 members 
Mstep: Class 15 contains 56192 members 
Mstep: Class 16 contains 1284 members 
Mstep: Class 17 contains 25951 members 
Mstep: Class 18 contains 48529 members 
Mstep: Class 19 contains 14192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157193680.000000 Penalty: 156916.234375
Iteration 37Q: 20 clusters Score -1.571937e+08 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 38061 members 
Mstep: Class 3 contains 3340 members 
Mstep: Class 4 contains 11277 members 
Mstep: Class 5 contains 3767 members 
Mstep: Class 6 contains 74758 members 
Mstep: Class 7 contains 28180 members 
Mstep: Class 8 contains 146630 members 
Mstep: Class 9 contains 9371 members 
Mstep: Class 10 contains 6133 members 
Mstep: Class 11 contains 101376 members 
Mstep: Class 12 contains 2461 members 
Mstep: Class 13 contains 1375 members 
Mstep: Class 14 contains 129282 members 
Mstep: Class 15 contains 56186 members 
Mstep: Class 16 contains 1284 members 
Mstep: Class 17 contains 25859 members 
Mstep: Class 18 contains 48597 members 
Mstep: Class 19 contains 14293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157193552.000000 Penalty: 156916.234375
Iteration 38Q: 20 clusters Score -1.571936e+08 nChanged 1110
Entering ConstructFrom: 
Score: -157193552.000000 Penalty: 156916.234375
Entering ConstructFrom: 
Trying to split cluster 1 (15249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Entering Unmasked Estep 
Score: -3253054.750000 Penalty: 5899.764648
	Iteration 0F: 2 clusters Score -3253055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -3239592.750000 Penalty: 11799.529297
	Iteration 0F: 3 clusters Score -3239593 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -3243460.750000 Penalty: 11799.529297
	Iteration 1F: 3 clusters Score -3243461 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -3245000.000000 Penalty: 11799.529297
	Iteration 2F: 3 clusters Score -3245000 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -3246700.000000 Penalty: 11799.529297
	Iteration 3F: 3 clusters Score -3246700 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -3248441.750000 Penalty: 11799.529297
	Iteration 4F: 3 clusters Score -3248442 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -3249947.000000 Penalty: 11799.529297
	Iteration 5F: 3 clusters Score -3249947 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -3250918.750000 Penalty: 11799.529297
	Iteration 6F: 3 clusters Score -3250919 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -3251364.000000 Penalty: 11799.529297
	Iteration 7Q: 3 clusters Score -3251364 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -3251602.000000 Penalty: 11799.529297
	Iteration 8Q: 3 clusters Score -3251602 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -3251761.250000 Penalty: 11799.529297
	Iteration 9Q: 3 clusters Score -3251761 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -3251862.000000 Penalty: 11799.529297
	Iteration 10Q: 3 clusters Score -3251862 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -3251902.750000 Penalty: 11799.529297
	Iteration 11Q: 3 clusters Score -3251903 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -3251919.000000 Penalty: 11799.529297
	Iteration 12Q: 3 clusters Score -3251919 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -3251940.500000 Penalty: 11799.529297
	Iteration 13Q: 3 clusters Score -3251940 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -3251972.750000 Penalty: 11799.529297
	Iteration 14Q: 3 clusters Score -3251973 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -3251982.250000 Penalty: 11799.529297
	Iteration 15Q: 3 clusters Score -3251982 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -3251998.750000 Penalty: 11799.529297
	Iteration 16Q: 3 clusters Score -3251999 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -3252008.750000 Penalty: 11799.529297
	Iteration 17Q: 3 clusters Score -3252009 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -3252020.000000 Penalty: 11799.529297
	Iteration 18Q: 3 clusters Score -3252020 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -3252030.750000 Penalty: 11799.529297
	Iteration 19Q: 3 clusters Score -3252031 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -3252042.000000 Penalty: 11799.529297
	Iteration 20F: 3 clusters Score -3252042 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -3252063.000000 Penalty: 11799.529297
	Iteration 21Q: 3 clusters Score -3252063 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -3252060.000000 Penalty: 11799.529297
	Iteration 22Q: 3 clusters Score -3252060 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -3252066.500000 Penalty: 11799.529297
	Iteration 23Q: 3 clusters Score -3252066 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -3252075.000000 Penalty: 11799.529297
	Iteration 24Q: 3 clusters Score -3252075 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -3252077.750000 Penalty: 11799.529297
	Iteration 25Q: 3 clusters Score -3252078 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -3252081.250000 Penalty: 11799.529297
	Iteration 26Q: 3 clusters Score -3252081 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -3252093.500000 Penalty: 11799.529297
	Iteration 27Q: 3 clusters Score -3252094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -3252101.000000 Penalty: 11799.529297
	Iteration 28Q: 3 clusters Score -3252101 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -3252093.250000 Penalty: 11799.529297
	Iteration 29Q: 3 clusters Score -3252093 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -3252100.500000 Penalty: 11799.529297
	Iteration 30Q: 3 clusters Score -3252100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -3252105.500000 Penalty: 11799.529297
	Iteration 31Q: 3 clusters Score -3252106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -3252100.250000 Penalty: 11799.529297
	Iteration 32Q: 3 clusters Score -3252100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -3252112.500000 Penalty: 11799.529297
	Iteration 33Q: 3 clusters Score -3252112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -3252118.500000 Penalty: 11799.529297
	Iteration 34Q: 3 clusters Score -3252118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -3252112.500000 Penalty: 11799.529297
	Iteration 35Q: 3 clusters Score -3252112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -3252119.500000 Penalty: 11799.529297
	Iteration 36Q: 3 clusters Score -3252120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -3252122.500000 Penalty: 11799.529297
	Iteration 37Q: 3 clusters Score -3252122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -3252132.500000 Penalty: 11799.529297
	Iteration 38Q: 3 clusters Score -3252132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -3252130.250000 Penalty: 11799.529297
	Iteration 39Q: 3 clusters Score -3252130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -3252123.500000 Penalty: 11799.529297
	Iteration 40F: 3 clusters Score -3252124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -3252139.250000 Penalty: 11799.529297
	Iteration 41Q: 3 clusters Score -3252139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -3252133.750000 Penalty: 11799.529297
	Iteration 42Q: 3 clusters Score -3252134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -3252137.500000 Penalty: 11799.529297
	Iteration 43Q: 3 clusters Score -3252138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -3252141.500000 Penalty: 11799.529297
	Iteration 44Q: 3 clusters Score -3252142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -3252140.000000 Penalty: 11799.529297
	Iteration 45Q: 3 clusters Score -3252140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -3252134.500000 Penalty: 11799.529297
	Iteration 46Q: 3 clusters Score -3252134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -3252129.750000 Penalty: 11799.529297
	Iteration 47Q: 3 clusters Score -3252130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -3252133.250000 Penalty: 11799.529297
	Iteration 48Q: 3 clusters Score -3252133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -3252139.750000 Penalty: 11799.529297
	Iteration 49Q: 3 clusters Score -3252140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -3252136.750000 Penalty: 11799.529297
	Iteration 50Q: 3 clusters Score -3252137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -3252139.500000 Penalty: 11799.529297
	Iteration 51Q: 3 clusters Score -3252140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -3252138.000000 Penalty: 11799.529297
	Iteration 52Q: 3 clusters Score -3252138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -3252141.000000 Penalty: 11799.529297
	Iteration 53Q: 3 clusters Score -3252141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -3252141.000000 Penalty: 11799.529297
	Iteration 54F: 3 clusters Score -3252141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (37761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Entering Unmasked Estep 
Score: -8309700.000000 Penalty: 6455.157227
	Iteration 0F: 2 clusters Score -8309700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -8282027.000000 Penalty: 12910.314453
	Iteration 0F: 3 clusters Score -8282027 nChanged 16256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -8290422.500000 Penalty: 12910.314453
	Iteration 1F: 3 clusters Score -8290422 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -8291127.500000 Penalty: 12910.314453
	Iteration 2F: 3 clusters Score -8291128 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -8291723.500000 Penalty: 12910.314453
	Iteration 3Q: 3 clusters Score -8291724 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -8292200.500000 Penalty: 12910.314453
	Iteration 4Q: 3 clusters Score -8292200 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -8292627.000000 Penalty: 12910.314453
	Iteration 5Q: 3 clusters Score -8292627 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -8293010.500000 Penalty: 12910.314453
	Iteration 6Q: 3 clusters Score -8293010 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -8293454.000000 Penalty: 12910.314453
	Iteration 7Q: 3 clusters Score -8293454 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -8293958.500000 Penalty: 12910.314453
	Iteration 8Q: 3 clusters Score -8293958 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -8294572.500000 Penalty: 12910.314453
	Iteration 9Q: 3 clusters Score -8294572 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -8295174.500000 Penalty: 12910.314453
	Iteration 10Q: 3 clusters Score -8295174 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -8295888.500000 Penalty: 12910.314453
	Iteration 11Q: 3 clusters Score -8295888 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -8296644.000000 Penalty: 12910.314453
	Iteration 12Q: 3 clusters Score -8296644 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 26886 members 
Entering Unmasked Estep 
Score: -8297475.500000 Penalty: 12910.314453
	Iteration 13Q: 3 clusters Score -8297476 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 28095 members 
Entering Unmasked Estep 
Score: -8298370.000000 Penalty: 12910.314453
	Iteration 14Q: 3 clusters Score -8298370 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 29346 members 
Entering Unmasked Estep 
Score: -8299359.500000 Penalty: 12910.314453
	Iteration 15Q: 3 clusters Score -8299360 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 30525 members 
Entering Unmasked Estep 
Score: -8300330.500000 Penalty: 12910.314453
	Iteration 16Q: 3 clusters Score -8300330 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 31518 members 
Entering Unmasked Estep 
Score: -8301200.000000 Penalty: 12910.314453
	Iteration 17Q: 3 clusters Score -8301200 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 32335 members 
Entering Unmasked Estep 
Score: -8301965.500000 Penalty: 12910.314453
	Iteration 18Q: 3 clusters Score -8301966 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 32963 members 
Entering Unmasked Estep 
Score: -8302591.000000 Penalty: 12910.314453
	Iteration 19Q: 3 clusters Score -8302591 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 33468 members 
Entering Unmasked Estep 
Score: -8303016.000000 Penalty: 12910.314453
	Iteration 20F: 3 clusters Score -8303016 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 33827 members 
Entering Unmasked Estep 
Score: -8303317.500000 Penalty: 12910.314453
	Iteration 21Q: 3 clusters Score -8303318 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 34085 members 
Entering Unmasked Estep 
Score: -8303547.000000 Penalty: 12910.314453
	Iteration 22Q: 3 clusters Score -8303547 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 34277 members 
Entering Unmasked Estep 
Score: -8303697.500000 Penalty: 12910.314453
	Iteration 23Q: 3 clusters Score -8303698 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 34426 members 
Entering Unmasked Estep 
Score: -8303840.500000 Penalty: 12910.314453
	Iteration 24Q: 3 clusters Score -8303840 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 34576 members 
Entering Unmasked Estep 
Score: -8303944.500000 Penalty: 12910.314453
	Iteration 25Q: 3 clusters Score -8303944 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 34684 members 
Entering Unmasked Estep 
Score: -8304045.000000 Penalty: 12910.314453
	Iteration 26Q: 3 clusters Score -8304045 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 34760 members 
Entering Unmasked Estep 
Score: -8304093.000000 Penalty: 12910.314453
	Iteration 27Q: 3 clusters Score -8304093 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 34841 members 
Entering Unmasked Estep 
Score: -8304152.000000 Penalty: 12910.314453
	Iteration 28Q: 3 clusters Score -8304152 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 34908 members 
Entering Unmasked Estep 
Score: -8304191.500000 Penalty: 12910.314453
	Iteration 29Q: 3 clusters Score -8304192 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 34973 members 
Entering Unmasked Estep 
Score: -8304222.000000 Penalty: 12910.314453
	Iteration 30Q: 3 clusters Score -8304222 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 35027 members 
Entering Unmasked Estep 
Score: -8304264.000000 Penalty: 12910.314453
	Iteration 31Q: 3 clusters Score -8304264 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 35079 members 
Entering Unmasked Estep 
Score: -8304282.500000 Penalty: 12910.314453
	Iteration 32Q: 3 clusters Score -8304282 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 35121 members 
Entering Unmasked Estep 
Score: -8304297.000000 Penalty: 12910.314453
	Iteration 33Q: 3 clusters Score -8304297 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 35158 members 
Entering Unmasked Estep 
Score: -8304331.500000 Penalty: 12910.314453
	Iteration 34Q: 3 clusters Score -8304332 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 35180 members 
Entering Unmasked Estep 
Score: -8304334.500000 Penalty: 12910.314453
	Iteration 35Q: 3 clusters Score -8304334 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 35195 members 
Entering Unmasked Estep 
Score: -8304345.500000 Penalty: 12910.314453
	Iteration 36Q: 3 clusters Score -8304346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 35207 members 
Entering Unmasked Estep 
Score: -8304355.000000 Penalty: 12910.314453
	Iteration 37Q: 3 clusters Score -8304355 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 35223 members 
Entering Unmasked Estep 
Score: -8304341.500000 Penalty: 12910.314453
	Iteration 38Q: 3 clusters Score -8304342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 35240 members 
Entering Unmasked Estep 
Score: -8304343.500000 Penalty: 12910.314453
	Iteration 39Q: 3 clusters Score -8304344 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 35253 members 
Entering Unmasked Estep 
Score: -8304354.500000 Penalty: 12910.314453
	Iteration 40F: 3 clusters Score -8304354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 35266 members 
Entering Unmasked Estep 
Score: -8304355.000000 Penalty: 12910.314453
	Iteration 41Q: 3 clusters Score -8304355 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 35274 members 
Entering Unmasked Estep 
Score: -8304363.500000 Penalty: 12910.314453
	Iteration 42Q: 3 clusters Score -8304364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 35277 members 
Entering Unmasked Estep 
Score: -8304364.000000 Penalty: 12910.314453
	Iteration 43Q: 3 clusters Score -8304364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 35281 members 
Entering Unmasked Estep 
Score: -8304378.500000 Penalty: 12910.314453
	Iteration 44Q: 3 clusters Score -8304378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 35283 members 
Entering Unmasked Estep 
Score: -8304386.500000 Penalty: 12910.314453
	Iteration 45Q: 3 clusters Score -8304386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 35285 members 
Entering Unmasked Estep 
Score: -8304375.500000 Penalty: 12910.314453
	Iteration 46Q: 3 clusters Score -8304376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 35285 members 
Entering Unmasked Estep 
Score: -8304373.500000 Penalty: 12910.314453
	Iteration 47Q: 3 clusters Score -8304374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 35287 members 
Entering Unmasked Estep 
Score: -8304374.500000 Penalty: 12910.314453
	Iteration 48Q: 3 clusters Score -8304374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 35287 members 
Entering Unmasked Estep 
Score: -8304367.000000 Penalty: 12910.314453
	Iteration 49Q: 3 clusters Score -8304367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 35288 members 
Entering Unmasked Estep 
Score: -8304366.500000 Penalty: 12910.314453
	Iteration 50Q: 3 clusters Score -8304366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 35293 members 
Entering Unmasked Estep 
Score: -8304365.500000 Penalty: 12910.314453
	Iteration 51Q: 3 clusters Score -8304366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -8304364.500000 Penalty: 12910.314453
	Iteration 52Q: 3 clusters Score -8304364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 35297 members 
Entering Unmasked Estep 
Score: -8304366.000000 Penalty: 12910.314453
	Iteration 53Q: 3 clusters Score -8304366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 35303 members 
Entering Unmasked Estep 
Score: -8304376.500000 Penalty: 12910.314453
	Iteration 54Q: 3 clusters Score -8304376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 35306 members 
Entering Unmasked Estep 
Score: -8304379.000000 Penalty: 12910.314453
	Iteration 55Q: 3 clusters Score -8304379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 35308 members 
Entering Unmasked Estep 
Score: -8304378.500000 Penalty: 12910.314453
	Iteration 56Q: 3 clusters Score -8304378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 35310 members 
Entering Unmasked Estep 
Score: -8304382.500000 Penalty: 12910.314453
	Iteration 57Q: 3 clusters Score -8304382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 35311 members 
Entering Unmasked Estep 
Score: -8304394.000000 Penalty: 12910.314453
	Iteration 58Q: 3 clusters Score -8304394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 35312 members 
Entering Unmasked Estep 
Score: -8304387.500000 Penalty: 12910.314453
	Iteration 59Q: 3 clusters Score -8304388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 35311 members 
Entering Unmasked Estep 
Score: -8304384.000000 Penalty: 12910.314453
	Iteration 60F: 3 clusters Score -8304384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 35313 members 
Entering Unmasked Estep 
Score: -8304401.000000 Penalty: 12910.314453
	Iteration 61Q: 3 clusters Score -8304401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 35315 members 
Entering Unmasked Estep 
Score: -8304402.500000 Penalty: 12910.314453
	Iteration 62Q: 3 clusters Score -8304402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 35316 members 
Entering Unmasked Estep 
Score: -8304396.500000 Penalty: 12910.314453
	Iteration 63Q: 3 clusters Score -8304396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 35318 members 
Entering Unmasked Estep 
Score: -8304393.500000 Penalty: 12910.314453
	Iteration 64Q: 3 clusters Score -8304394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 35319 members 
Entering Unmasked Estep 
Score: -8304397.500000 Penalty: 12910.314453
	Iteration 65Q: 3 clusters Score -8304398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 35321 members 
Entering Unmasked Estep 
Score: -8304393.500000 Penalty: 12910.314453
	Iteration 66Q: 3 clusters Score -8304394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 35326 members 
Entering Unmasked Estep 
Score: -8304393.000000 Penalty: 12910.314453
	Iteration 67Q: 3 clusters Score -8304393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 35332 members 
Entering Unmasked Estep 
Score: -8304401.000000 Penalty: 12910.314453
	Iteration 68Q: 3 clusters Score -8304401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 35337 members 
Entering Unmasked Estep 
Score: -8304394.500000 Penalty: 12910.314453
	Iteration 69Q: 3 clusters Score -8304394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 35341 members 
Entering Unmasked Estep 
Score: -8304399.000000 Penalty: 12910.314453
	Iteration 70Q: 3 clusters Score -8304399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 35345 members 
Entering Unmasked Estep 
Score: -8304404.000000 Penalty: 12910.314453
	Iteration 71Q: 3 clusters Score -8304404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 35348 members 
Entering Unmasked Estep 
Score: -8304410.500000 Penalty: 12910.314453
	Iteration 72Q: 3 clusters Score -8304410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 35354 members 
Entering Unmasked Estep 
Score: -8304408.500000 Penalty: 12910.314453
	Iteration 73Q: 3 clusters Score -8304408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 35359 members 
Entering Unmasked Estep 
Score: -8304408.500000 Penalty: 12910.314453
	Iteration 74Q: 3 clusters Score -8304408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 35358 members 
Entering Unmasked Estep 
Score: -8304414.000000 Penalty: 12910.314453
	Iteration 75Q: 3 clusters Score -8304414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 35358 members 
Entering Unmasked Estep 
Score: -8304414.000000 Penalty: 12910.314453
	Iteration 76F: 3 clusters Score -8304414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Entering Unmasked Estep 
Score: -720865.250000 Penalty: 4970.207031
	Iteration 0F: 2 clusters Score -720865.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -715186.812500 Penalty: 9940.414062
	Iteration 0F: 3 clusters Score -715186.8 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -716366.562500 Penalty: 9940.414062
	Iteration 1F: 3 clusters Score -716366.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -717030.125000 Penalty: 9940.414062
	Iteration 2F: 3 clusters Score -717030.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -717559.937500 Penalty: 9940.414062
	Iteration 3F: 3 clusters Score -717559.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -718054.000000 Penalty: 9940.414062
	Iteration 4F: 3 clusters Score -718054 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -718524.687500 Penalty: 9940.414062
	Iteration 5F: 3 clusters Score -718524.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -719181.437500 Penalty: 9940.414062
	Iteration 6F: 3 clusters Score -719181.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -720277.812500 Penalty: 9940.414062
	Iteration 7F: 3 clusters Score -720277.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -722236.875000 Penalty: 9940.414062
	Iteration 8F: 3 clusters Score -722236.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -722941.250000 Penalty: 9940.414062
	Iteration 9Q: 3 clusters Score -722941.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -723019.687500 Penalty: 9940.414062
	Iteration 10Q: 3 clusters Score -723019.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -723039.312500 Penalty: 9940.414062
	Iteration 11Q: 3 clusters Score -723039.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -723042.375000 Penalty: 9940.414062
	Iteration 12Q: 3 clusters Score -723042.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -723042.375000 Penalty: 9940.414062
	Iteration 13F: 3 clusters Score -723042.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 37761 members 
Mstep: Class 3 contains 1247 members 
Mstep: Class 4 contains 11283 members 
Mstep: Class 5 contains 3767 members 
Mstep: Class 6 contains 74874 members 
Mstep: Class 7 contains 28194 members 
Mstep: Class 8 contains 146869 members 
Mstep: Class 9 contains 9399 members 
Mstep: Class 10 contains 6137 members 
Mstep: Class 11 contains 101322 members 
Mstep: Class 12 contains 2412 members 
Mstep: Class 13 contains 1375 members 
Mstep: Class 14 contains 129257 members 
Mstep: Class 15 contains 56189 members 
Mstep: Class 16 contains 1284 members 
Mstep: Class 17 contains 25789 members 
Mstep: Class 18 contains 48649 members 
Mstep: Class 19 contains 14383 members 
Mstep: Class 20 contains 2096 members 
Entering Unmasked Estep 
Score: -157192864.000000 Penalty: 165174.984375
Splitting cluster 3 changes total score from -157193552.000000 to -157192864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (11283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Entering Unmasked Estep 
Score: -2527443.500000 Penalty: 5715.270020
	Iteration 0F: 2 clusters Score -2527444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -2516393.750000 Penalty: 11430.540039
	Iteration 0F: 3 clusters Score -2516394 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -2518834.000000 Penalty: 11430.540039
	Iteration 1F: 3 clusters Score -2518834 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -2519318.250000 Penalty: 11430.540039
	Iteration 2F: 3 clusters Score -2519318 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -2519603.500000 Penalty: 11430.540039
	Iteration 3Q: 3 clusters Score -2519604 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -2519781.750000 Penalty: 11430.540039
	Iteration 4Q: 3 clusters Score -2519782 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -2519899.250000 Penalty: 11430.540039
	Iteration 5Q: 3 clusters Score -2519899 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -2519968.500000 Penalty: 11430.540039
	Iteration 6Q: 3 clusters Score -2519968 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -2520020.500000 Penalty: 11430.540039
	Iteration 7Q: 3 clusters Score -2520020 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -2520063.500000 Penalty: 11430.540039
	Iteration 8Q: 3 clusters Score -2520064 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -2520105.750000 Penalty: 11430.540039
	Iteration 9Q: 3 clusters Score -2520106 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -2520150.750000 Penalty: 11430.540039
	Iteration 10Q: 3 clusters Score -2520151 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -2520169.250000 Penalty: 11430.540039
	Iteration 11Q: 3 clusters Score -2520169 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -2520184.250000 Penalty: 11430.540039
	Iteration 12Q: 3 clusters Score -2520184 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -2520208.750000 Penalty: 11430.540039
	Iteration 13Q: 3 clusters Score -2520209 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -2520227.500000 Penalty: 11430.540039
	Iteration 14Q: 3 clusters Score -2520228 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -2520252.250000 Penalty: 11430.540039
	Iteration 15Q: 3 clusters Score -2520252 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -2520272.500000 Penalty: 11430.540039
	Iteration 16Q: 3 clusters Score -2520272 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -2520299.750000 Penalty: 11430.540039
	Iteration 17Q: 3 clusters Score -2520300 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -2520312.500000 Penalty: 11430.540039
	Iteration 18Q: 3 clusters Score -2520312 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -2520329.250000 Penalty: 11430.540039
	Iteration 19Q: 3 clusters Score -2520329 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -2520342.250000 Penalty: 11430.540039
	Iteration 20F: 3 clusters Score -2520342 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -2520356.500000 Penalty: 11430.540039
	Iteration 21Q: 3 clusters Score -2520356 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -2520376.000000 Penalty: 11430.540039
	Iteration 22Q: 3 clusters Score -2520376 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -2520382.250000 Penalty: 11430.540039
	Iteration 23Q: 3 clusters Score -2520382 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -2520399.250000 Penalty: 11430.540039
	Iteration 24Q: 3 clusters Score -2520399 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -2520400.250000 Penalty: 11430.540039
	Iteration 25Q: 3 clusters Score -2520400 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -2520413.250000 Penalty: 11430.540039
	Iteration 26Q: 3 clusters Score -2520413 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -2520424.000000 Penalty: 11430.540039
	Iteration 27Q: 3 clusters Score -2520424 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -2520436.000000 Penalty: 11430.540039
	Iteration 28Q: 3 clusters Score -2520436 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -2520440.750000 Penalty: 11430.540039
	Iteration 29Q: 3 clusters Score -2520441 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -2520439.500000 Penalty: 11430.540039
	Iteration 30Q: 3 clusters Score -2520440 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -2520448.500000 Penalty: 11430.540039
	Iteration 31Q: 3 clusters Score -2520448 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -2520456.500000 Penalty: 11430.540039
	Iteration 32Q: 3 clusters Score -2520456 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -2520459.000000 Penalty: 11430.540039
	Iteration 33Q: 3 clusters Score -2520459 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -2520470.750000 Penalty: 11430.540039
	Iteration 34Q: 3 clusters Score -2520471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -2520473.500000 Penalty: 11430.540039
	Iteration 35Q: 3 clusters Score -2520474 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -2520480.250000 Penalty: 11430.540039
	Iteration 36Q: 3 clusters Score -2520480 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -2520482.500000 Penalty: 11430.540039
	Iteration 37Q: 3 clusters Score -2520482 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -2520483.250000 Penalty: 11430.540039
	Iteration 38Q: 3 clusters Score -2520483 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -2520494.000000 Penalty: 11430.540039
	Iteration 39Q: 3 clusters Score -2520494 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -2520500.000000 Penalty: 11430.540039
	Iteration 40F: 3 clusters Score -2520500 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -2520502.250000 Penalty: 11430.540039
	Iteration 41Q: 3 clusters Score -2520502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -2520507.250000 Penalty: 11430.540039
	Iteration 42Q: 3 clusters Score -2520507 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -2520511.000000 Penalty: 11430.540039
	Iteration 43Q: 3 clusters Score -2520511 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -2520512.250000 Penalty: 11430.540039
	Iteration 44Q: 3 clusters Score -2520512 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -2520522.750000 Penalty: 11430.540039
	Iteration 45Q: 3 clusters Score -2520523 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -2520529.500000 Penalty: 11430.540039
	Iteration 46Q: 3 clusters Score -2520530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -2520522.500000 Penalty: 11430.540039
	Iteration 47Q: 3 clusters Score -2520522 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -2520539.750000 Penalty: 11430.540039
	Iteration 48Q: 3 clusters Score -2520540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -2520541.750000 Penalty: 11430.540039
	Iteration 49Q: 3 clusters Score -2520542 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -2520552.750000 Penalty: 11430.540039
	Iteration 50Q: 3 clusters Score -2520553 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -2520553.500000 Penalty: 11430.540039
	Iteration 51Q: 3 clusters Score -2520554 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -2520562.750000 Penalty: 11430.540039
	Iteration 52Q: 3 clusters Score -2520563 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -2520568.500000 Penalty: 11430.540039
	Iteration 53Q: 3 clusters Score -2520568 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -2520571.250000 Penalty: 11430.540039
	Iteration 54Q: 3 clusters Score -2520571 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -2520584.500000 Penalty: 11430.540039
	Iteration 55Q: 3 clusters Score -2520584 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -2520598.500000 Penalty: 11430.540039
	Iteration 56Q: 3 clusters Score -2520598 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -2520608.000000 Penalty: 11430.540039
	Iteration 57Q: 3 clusters Score -2520608 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -2520611.750000 Penalty: 11430.540039
	Iteration 58Q: 3 clusters Score -2520612 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -2520618.250000 Penalty: 11430.540039
	Iteration 59Q: 3 clusters Score -2520618 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -2520636.500000 Penalty: 11430.540039
	Iteration 60F: 3 clusters Score -2520636 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -2520647.000000 Penalty: 11430.540039
	Iteration 61Q: 3 clusters Score -2520647 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -2520655.250000 Penalty: 11430.540039
	Iteration 62Q: 3 clusters Score -2520655 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -2520675.500000 Penalty: 11430.540039
	Iteration 63Q: 3 clusters Score -2520676 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -2520690.250000 Penalty: 11430.540039
	Iteration 64Q: 3 clusters Score -2520690 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -2520717.500000 Penalty: 11430.540039
	Iteration 65Q: 3 clusters Score -2520718 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -2520742.750000 Penalty: 11430.540039
	Iteration 66Q: 3 clusters Score -2520743 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -2520765.500000 Penalty: 11430.540039
	Iteration 67Q: 3 clusters Score -2520766 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -2520797.000000 Penalty: 11430.540039
	Iteration 68Q: 3 clusters Score -2520797 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -2520836.000000 Penalty: 11430.540039
	Iteration 69Q: 3 clusters Score -2520836 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -2520873.750000 Penalty: 11430.540039
	Iteration 70Q: 3 clusters Score -2520874 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -2520923.250000 Penalty: 11430.540039
	Iteration 71Q: 3 clusters Score -2520923 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -2520981.000000 Penalty: 11430.540039
	Iteration 72Q: 3 clusters Score -2520981 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -2521036.000000 Penalty: 11430.540039
	Iteration 73Q: 3 clusters Score -2521036 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -2521094.000000 Penalty: 11430.540039
	Iteration 74Q: 3 clusters Score -2521094 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -2521169.500000 Penalty: 11430.540039
	Iteration 75Q: 3 clusters Score -2521170 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -2521260.750000 Penalty: 11430.540039
	Iteration 76Q: 3 clusters Score -2521261 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -2521326.250000 Penalty: 11430.540039
	Iteration 77Q: 3 clusters Score -2521326 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -2521420.000000 Penalty: 11430.540039
	Iteration 78Q: 3 clusters Score -2521420 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -2521525.250000 Penalty: 11430.540039
	Iteration 79Q: 3 clusters Score -2521525 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -2521615.750000 Penalty: 11430.540039
	Iteration 80F: 3 clusters Score -2521616 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -2521702.500000 Penalty: 11430.540039
	Iteration 81Q: 3 clusters Score -2521702 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -2521798.000000 Penalty: 11430.540039
	Iteration 82Q: 3 clusters Score -2521798 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -2521872.500000 Penalty: 11430.540039
	Iteration 83Q: 3 clusters Score -2521872 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -2521968.500000 Penalty: 11430.540039
	Iteration 84Q: 3 clusters Score -2521968 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -2522048.000000 Penalty: 11430.540039
	Iteration 85Q: 3 clusters Score -2522048 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -2522107.500000 Penalty: 11430.540039
	Iteration 86Q: 3 clusters Score -2522108 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -2522159.000000 Penalty: 11430.540039
	Iteration 87Q: 3 clusters Score -2522159 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -2522197.750000 Penalty: 11430.540039
	Iteration 88Q: 3 clusters Score -2522198 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -2522239.250000 Penalty: 11430.540039
	Iteration 89Q: 3 clusters Score -2522239 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -2522280.250000 Penalty: 11430.540039
	Iteration 90Q: 3 clusters Score -2522280 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -2522298.500000 Penalty: 11430.540039
	Iteration 91Q: 3 clusters Score -2522298 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -2522331.250000 Penalty: 11430.540039
	Iteration 92Q: 3 clusters Score -2522331 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -2522354.250000 Penalty: 11430.540039
	Iteration 93Q: 3 clusters Score -2522354 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -2522382.500000 Penalty: 11430.540039
	Iteration 94Q: 3 clusters Score -2522382 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -2522405.000000 Penalty: 11430.540039
	Iteration 95Q: 3 clusters Score -2522405 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -2522418.000000 Penalty: 11430.540039
	Iteration 96Q: 3 clusters Score -2522418 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -2522441.000000 Penalty: 11430.540039
	Iteration 97Q: 3 clusters Score -2522441 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -2522452.750000 Penalty: 11430.540039
	Iteration 98Q: 3 clusters Score -2522453 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -2522461.000000 Penalty: 11430.540039
	Iteration 99Q: 3 clusters Score -2522461 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -2522470.250000 Penalty: 11430.540039
	Iteration 100F: 3 clusters Score -2522470 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -2522482.750000 Penalty: 11430.540039
	Iteration 101Q: 3 clusters Score -2522483 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -2522493.250000 Penalty: 11430.540039
	Iteration 102Q: 3 clusters Score -2522493 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -2522506.000000 Penalty: 11430.540039
	Iteration 103Q: 3 clusters Score -2522506 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -2522515.000000 Penalty: 11430.540039
	Iteration 104Q: 3 clusters Score -2522515 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -2522519.750000 Penalty: 11430.540039
	Iteration 105Q: 3 clusters Score -2522520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -2522522.250000 Penalty: 11430.540039
	Iteration 106Q: 3 clusters Score -2522522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -2522521.500000 Penalty: 11430.540039
	Iteration 107Q: 3 clusters Score -2522522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -2522525.750000 Penalty: 11430.540039
	Iteration 108Q: 3 clusters Score -2522526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -2522526.000000 Penalty: 11430.540039
	Iteration 109Q: 3 clusters Score -2522526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -2522528.500000 Penalty: 11430.540039
	Iteration 110Q: 3 clusters Score -2522528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -2522524.750000 Penalty: 11430.540039
	Iteration 111Q: 3 clusters Score -2522525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -2522524.750000 Penalty: 11430.540039
	Iteration 112Q: 3 clusters Score -2522525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -2522524.750000 Penalty: 11430.540039
	Iteration 113F: 3 clusters Score -2522525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Entering Unmasked Estep 
Score: -822921.625000 Penalty: 5043.346191
	Iteration 0F: 2 clusters Score -822921.6 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 1892 members 
Entering Unmasked Estep 
Score: -816655.875000 Penalty: 10086.692383
	Iteration 0F: 3 clusters Score -816655.9 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -817560.875000 Penalty: 10086.692383
	Iteration 1F: 3 clusters Score -817560.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -817865.187500 Penalty: 10086.692383
	Iteration 2F: 3 clusters Score -817865.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -818083.375000 Penalty: 10086.692383
	Iteration 3Q: 3 clusters Score -818083.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -818281.687500 Penalty: 10086.692383
	Iteration 4Q: 3 clusters Score -818281.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -818464.437500 Penalty: 10086.692383
	Iteration 5Q: 3 clusters Score -818464.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -818646.437500 Penalty: 10086.692383
	Iteration 6Q: 3 clusters Score -818646.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -818846.500000 Penalty: 10086.692383
	Iteration 7Q: 3 clusters Score -818846.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -818999.937500 Penalty: 10086.692383
	Iteration 8Q: 3 clusters Score -818999.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -819144.750000 Penalty: 10086.692383
	Iteration 9Q: 3 clusters Score -819144.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -819309.812500 Penalty: 10086.692383
	Iteration 10Q: 3 clusters Score -819309.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -819422.250000 Penalty: 10086.692383
	Iteration 11Q: 3 clusters Score -819422.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -819542.187500 Penalty: 10086.692383
	Iteration 12Q: 3 clusters Score -819542.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -819626.562500 Penalty: 10086.692383
	Iteration 13Q: 3 clusters Score -819626.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -819675.937500 Penalty: 10086.692383
	Iteration 14Q: 3 clusters Score -819675.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -819735.812500 Penalty: 10086.692383
	Iteration 15Q: 3 clusters Score -819735.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -819787.250000 Penalty: 10086.692383
	Iteration 16Q: 3 clusters Score -819787.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -819858.125000 Penalty: 10086.692383
	Iteration 17Q: 3 clusters Score -819858.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -819938.812500 Penalty: 10086.692383
	Iteration 18Q: 3 clusters Score -819938.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -820016.312500 Penalty: 10086.692383
	Iteration 19Q: 3 clusters Score -820016.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -820116.625000 Penalty: 10086.692383
	Iteration 20F: 3 clusters Score -820116.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -820208.062500 Penalty: 10086.692383
	Iteration 21Q: 3 clusters Score -820208.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -820333.625000 Penalty: 10086.692383
	Iteration 22Q: 3 clusters Score -820333.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -820501.250000 Penalty: 10086.692383
	Iteration 23Q: 3 clusters Score -820501.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -820935.812500 Penalty: 10086.692383
	Iteration 24Q: 3 clusters Score -820935.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -821739.312500 Penalty: 10086.692383
	Iteration 25Q: 3 clusters Score -821739.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -822244.750000 Penalty: 10086.692383
	Iteration 26Q: 3 clusters Score -822244.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -823088.000000 Penalty: 10086.692383
	Iteration 27F: 3 clusters Score -823088 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -823943.375000 Penalty: 10086.692383
	Iteration 28F: 3 clusters Score -823943.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -824605.437500 Penalty: 10086.692383
	Iteration 29F: 3 clusters Score -824605.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -825026.250000 Penalty: 10086.692383
	Iteration 30Q: 3 clusters Score -825026.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -825311.062500 Penalty: 10086.692383
	Iteration 31Q: 3 clusters Score -825311.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -825483.312500 Penalty: 10086.692383
	Iteration 32Q: 3 clusters Score -825483.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -825667.125000 Penalty: 10086.692383
	Iteration 33Q: 3 clusters Score -825667.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -825861.625000 Penalty: 10086.692383
	Iteration 34Q: 3 clusters Score -825861.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -825976.562500 Penalty: 10086.692383
	Iteration 35Q: 3 clusters Score -825976.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -826084.687500 Penalty: 10086.692383
	Iteration 36Q: 3 clusters Score -826084.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -826155.687500 Penalty: 10086.692383
	Iteration 37Q: 3 clusters Score -826155.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -826183.750000 Penalty: 10086.692383
	Iteration 38Q: 3 clusters Score -826183.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -826183.750000 Penalty: 10086.692383
	Iteration 39F: 3 clusters Score -826183.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 37761 members 
Mstep: Class 3 contains 3343 members 
Mstep: Class 4 contains 11283 members 
Mstep: Class 5 contains 2605 members 
Mstep: Class 6 contains 74874 members 
Mstep: Class 7 contains 28194 members 
Mstep: Class 8 contains 146869 members 
Mstep: Class 9 contains 9399 members 
Mstep: Class 10 contains 6137 members 
Mstep: Class 11 contains 101322 members 
Mstep: Class 12 contains 2412 members 
Mstep: Class 13 contains 1375 members 
Mstep: Class 14 contains 129257 members 
Mstep: Class 15 contains 56189 members 
Mstep: Class 16 contains 1284 members 
Mstep: Class 17 contains 25789 members 
Mstep: Class 18 contains 48649 members 
Mstep: Class 19 contains 14383 members 
Mstep: Class 20 contains 1162 members 
Entering Unmasked Estep 
Score: -157194096.000000 Penalty: 165174.984375
Splitting cluster 5 changes total score from -157193552.000000 to -157194096.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 6 (74874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74874 members 
Entering Unmasked Estep 
Score: -16861958.000000 Penalty: 6874.431641
	Iteration 0F: 2 clusters Score -1.686196e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37442 members 
Mstep: Class 2 contains 37432 members 
Entering Unmasked Estep 
Score: -16809996.000000 Penalty: 13748.863281
	Iteration 0F: 3 clusters Score -1.681e+07 nChanged 33876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37040 members 
Mstep: Class 2 contains 37834 members 
Entering Unmasked Estep 
Score: -16829202.000000 Penalty: 13748.863281
	Iteration 1F: 3 clusters Score -1.68292e+07 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36534 members 
Mstep: Class 2 contains 38340 members 
Entering Unmasked Estep 
Score: -16831282.000000 Penalty: 13748.863281
	Iteration 2F: 3 clusters Score -1.683128e+07 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35488 members 
Mstep: Class 2 contains 39386 members 
Entering Unmasked Estep 
Score: -16833236.000000 Penalty: 13748.863281
	Iteration 3F: 3 clusters Score -1.683324e+07 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33920 members 
Mstep: Class 2 contains 40954 members 
Entering Unmasked Estep 
Score: -16835196.000000 Penalty: 13748.863281
	Iteration 4F: 3 clusters Score -1.68352e+07 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 43208 members 
Entering Unmasked Estep 
Score: -16837310.000000 Penalty: 13748.863281
	Iteration 5F: 3 clusters Score -1.683731e+07 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28729 members 
Mstep: Class 2 contains 46145 members 
Entering Unmasked Estep 
Score: -16839892.000000 Penalty: 13748.863281
	Iteration 6F: 3 clusters Score -1.683989e+07 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 49710 members 
Entering Unmasked Estep 
Score: -16843064.000000 Penalty: 13748.863281
	Iteration 7F: 3 clusters Score -1.684306e+07 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 53576 members 
Entering Unmasked Estep 
Score: -16846954.000000 Penalty: 13748.863281
	Iteration 8F: 3 clusters Score -1.684695e+07 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 57123 members 
Entering Unmasked Estep 
Score: -16851482.000000 Penalty: 13748.863281
	Iteration 9F: 3 clusters Score -1.685148e+07 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 59644 members 
Entering Unmasked Estep 
Score: -16855946.000000 Penalty: 13748.863281
	Iteration 10Q: 3 clusters Score -1.685595e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 60914 members 
Entering Unmasked Estep 
Score: -16859004.000000 Penalty: 13748.863281
	Iteration 11Q: 3 clusters Score -1.6859e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 61571 members 
Entering Unmasked Estep 
Score: -16860446.000000 Penalty: 13748.863281
	Iteration 12Q: 3 clusters Score -1.686045e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 62022 members 
Entering Unmasked Estep 
Score: -16861170.000000 Penalty: 13748.863281
	Iteration 13Q: 3 clusters Score -1.686117e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 62369 members 
Entering Unmasked Estep 
Score: -16861662.000000 Penalty: 13748.863281
	Iteration 14Q: 3 clusters Score -1.686166e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 62685 members 
Entering Unmasked Estep 
Score: -16862030.000000 Penalty: 13748.863281
	Iteration 15Q: 3 clusters Score -1.686203e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 62986 members 
Entering Unmasked Estep 
Score: -16862292.000000 Penalty: 13748.863281
	Iteration 16Q: 3 clusters Score -1.686229e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 63263 members 
Entering Unmasked Estep 
Score: -16862502.000000 Penalty: 13748.863281
	Iteration 17Q: 3 clusters Score -1.68625e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 63487 members 
Entering Unmasked Estep 
Score: -16862636.000000 Penalty: 13748.863281
	Iteration 18Q: 3 clusters Score -1.686264e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 63657 members 
Entering Unmasked Estep 
Score: -16862766.000000 Penalty: 13748.863281
	Iteration 19Q: 3 clusters Score -1.686277e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 63805 members 
Entering Unmasked Estep 
Score: -16862870.000000 Penalty: 13748.863281
	Iteration 20F: 3 clusters Score -1.686287e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 63932 members 
Entering Unmasked Estep 
Score: -16862886.000000 Penalty: 13748.863281
	Iteration 21Q: 3 clusters Score -1.686289e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 64041 members 
Entering Unmasked Estep 
Score: -16862966.000000 Penalty: 13748.863281
	Iteration 22Q: 3 clusters Score -1.686297e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 64158 members 
Entering Unmasked Estep 
Score: -16863044.000000 Penalty: 13748.863281
	Iteration 23Q: 3 clusters Score -1.686304e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 64249 members 
Entering Unmasked Estep 
Score: -16863108.000000 Penalty: 13748.863281
	Iteration 24Q: 3 clusters Score -1.686311e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 64345 members 
Entering Unmasked Estep 
Score: -16863138.000000 Penalty: 13748.863281
	Iteration 25Q: 3 clusters Score -1.686314e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 64450 members 
Entering Unmasked Estep 
Score: -16863162.000000 Penalty: 13748.863281
	Iteration 26Q: 3 clusters Score -1.686316e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 64532 members 
Entering Unmasked Estep 
Score: -16863154.000000 Penalty: 13748.863281
	Iteration 27Q: 3 clusters Score -1.686315e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 64587 members 
Entering Unmasked Estep 
Score: -16863162.000000 Penalty: 13748.863281
	Iteration 28Q: 3 clusters Score -1.686316e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 64652 members 
Entering Unmasked Estep 
Score: -16863166.000000 Penalty: 13748.863281
	Iteration 29Q: 3 clusters Score -1.686317e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 64718 members 
Entering Unmasked Estep 
Score: -16863196.000000 Penalty: 13748.863281
	Iteration 30Q: 3 clusters Score -1.68632e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 64784 members 
Entering Unmasked Estep 
Score: -16863216.000000 Penalty: 13748.863281
	Iteration 31Q: 3 clusters Score -1.686322e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 64854 members 
Entering Unmasked Estep 
Score: -16863234.000000 Penalty: 13748.863281
	Iteration 32Q: 3 clusters Score -1.686323e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 64921 members 
Entering Unmasked Estep 
Score: -16863244.000000 Penalty: 13748.863281
	Iteration 33Q: 3 clusters Score -1.686324e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 65000 members 
Entering Unmasked Estep 
Score: -16863228.000000 Penalty: 13748.863281
	Iteration 34Q: 3 clusters Score -1.686323e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 65056 members 
Entering Unmasked Estep 
Score: -16863262.000000 Penalty: 13748.863281
	Iteration 35Q: 3 clusters Score -1.686326e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 65099 members 
Entering Unmasked Estep 
Score: -16863276.000000 Penalty: 13748.863281
	Iteration 36Q: 3 clusters Score -1.686328e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 65148 members 
Entering Unmasked Estep 
Score: -16863298.000000 Penalty: 13748.863281
	Iteration 37Q: 3 clusters Score -1.68633e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 65194 members 
Entering Unmasked Estep 
Score: -16863304.000000 Penalty: 13748.863281
	Iteration 38Q: 3 clusters Score -1.68633e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 65238 members 
Entering Unmasked Estep 
Score: -16863296.000000 Penalty: 13748.863281
	Iteration 39Q: 3 clusters Score -1.68633e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 65279 members 
Entering Unmasked Estep 
Score: -16863296.000000 Penalty: 13748.863281
	Iteration 40F: 3 clusters Score -1.68633e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 65303 members 
Entering Unmasked Estep 
Score: -16863310.000000 Penalty: 13748.863281
	Iteration 41Q: 3 clusters Score -1.686331e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 65325 members 
Entering Unmasked Estep 
Score: -16863324.000000 Penalty: 13748.863281
	Iteration 42Q: 3 clusters Score -1.686332e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 65348 members 
Entering Unmasked Estep 
Score: -16863354.000000 Penalty: 13748.863281
	Iteration 43Q: 3 clusters Score -1.686335e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 65366 members 
Entering Unmasked Estep 
Score: -16863340.000000 Penalty: 13748.863281
	Iteration 44Q: 3 clusters Score -1.686334e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 65382 members 
Entering Unmasked Estep 
Score: -16863348.000000 Penalty: 13748.863281
	Iteration 45Q: 3 clusters Score -1.686335e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 65396 members 
Entering Unmasked Estep 
Score: -16863354.000000 Penalty: 13748.863281
	Iteration 46Q: 3 clusters Score -1.686335e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 65411 members 
Entering Unmasked Estep 
Score: -16863352.000000 Penalty: 13748.863281
	Iteration 47Q: 3 clusters Score -1.686335e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 65427 members 
Entering Unmasked Estep 
Score: -16863346.000000 Penalty: 13748.863281
	Iteration 48Q: 3 clusters Score -1.686335e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 65439 members 
Entering Unmasked Estep 
Score: -16863348.000000 Penalty: 13748.863281
	Iteration 49Q: 3 clusters Score -1.686335e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 65450 members 
Entering Unmasked Estep 
Score: -16863354.000000 Penalty: 13748.863281
	Iteration 50Q: 3 clusters Score -1.686335e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 65460 members 
Entering Unmasked Estep 
Score: -16863354.000000 Penalty: 13748.863281
	Iteration 51Q: 3 clusters Score -1.686335e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 65469 members 
Entering Unmasked Estep 
Score: -16863354.000000 Penalty: 13748.863281
	Iteration 52Q: 3 clusters Score -1.686335e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 65473 members 
Entering Unmasked Estep 
Score: -16863354.000000 Penalty: 13748.863281
	Iteration 53Q: 3 clusters Score -1.686335e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 65478 members 
Entering Unmasked Estep 
Score: -16863350.000000 Penalty: 13748.863281
	Iteration 54Q: 3 clusters Score -1.686335e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 65485 members 
Entering Unmasked Estep 
Score: -16863352.000000 Penalty: 13748.863281
	Iteration 55Q: 3 clusters Score -1.686335e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 65492 members 
Entering Unmasked Estep 
Score: -16863338.000000 Penalty: 13748.863281
	Iteration 56Q: 3 clusters Score -1.686334e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 65505 members 
Entering Unmasked Estep 
Score: -16863340.000000 Penalty: 13748.863281
	Iteration 57Q: 3 clusters Score -1.686334e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 65516 members 
Entering Unmasked Estep 
Score: -16863322.000000 Penalty: 13748.863281
	Iteration 58Q: 3 clusters Score -1.686332e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 65525 members 
Entering Unmasked Estep 
Score: -16863330.000000 Penalty: 13748.863281
	Iteration 59Q: 3 clusters Score -1.686333e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 65532 members 
Entering Unmasked Estep 
Score: -16863326.000000 Penalty: 13748.863281
	Iteration 60F: 3 clusters Score -1.686333e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 65538 members 
Entering Unmasked Estep 
Score: -16863340.000000 Penalty: 13748.863281
	Iteration 61Q: 3 clusters Score -1.686334e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 65538 members 
Entering Unmasked Estep 
Score: -16863340.000000 Penalty: 13748.863281
	Iteration 62F: 3 clusters Score -1.686334e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 37761 members 
Mstep: Class 3 contains 3343 members 
Mstep: Class 4 contains 11283 members 
Mstep: Class 5 contains 2605 members 
Mstep: Class 6 contains 9336 members 
Mstep: Class 7 contains 28194 members 
Mstep: Class 8 contains 146869 members 
Mstep: Class 9 contains 9399 members 
Mstep: Class 10 contains 6137 members 
Mstep: Class 11 contains 101322 members 
Mstep: Class 12 contains 2412 members 
Mstep: Class 13 contains 1375 members 
Mstep: Class 14 contains 129257 members 
Mstep: Class 15 contains 56189 members 
Mstep: Class 16 contains 1284 members 
Mstep: Class 17 contains 25789 members 
Mstep: Class 18 contains 48649 members 
Mstep: Class 19 contains 14383 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 65538 members 
Entering Unmasked Estep 
Score: -157194320.000000 Penalty: 173433.734375
Splitting cluster 6 changes total score from -157193552.000000 to -157194320.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 7 (28194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Entering Unmasked Estep 
Score: -6116071.500000 Penalty: 6276.204590
	Iteration 0F: 2 clusters Score -6116072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -6094451.500000 Penalty: 12552.409180
	Iteration 0F: 3 clusters Score -6094452 nChanged 11853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -6100901.500000 Penalty: 12552.409180
	Iteration 1F: 3 clusters Score -6100902 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -6101863.500000 Penalty: 12552.409180
	Iteration 2F: 3 clusters Score -6101864 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -6102851.000000 Penalty: 12552.409180
	Iteration 3F: 3 clusters Score -6102851 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -6103809.000000 Penalty: 12552.409180
	Iteration 4F: 3 clusters Score -6103809 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -6104902.000000 Penalty: 12552.409180
	Iteration 5F: 3 clusters Score -6104902 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -6105894.500000 Penalty: 12552.409180
	Iteration 6F: 3 clusters Score -6105894 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -6107032.000000 Penalty: 12552.409180
	Iteration 7F: 3 clusters Score -6107032 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -6108173.000000 Penalty: 12552.409180
	Iteration 8F: 3 clusters Score -6108173 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -6109283.500000 Penalty: 12552.409180
	Iteration 9F: 3 clusters Score -6109284 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -6110096.500000 Penalty: 12552.409180
	Iteration 10Q: 3 clusters Score -6110096 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -6110728.000000 Penalty: 12552.409180
	Iteration 11Q: 3 clusters Score -6110728 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -6111203.000000 Penalty: 12552.409180
	Iteration 12Q: 3 clusters Score -6111203 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -6111555.500000 Penalty: 12552.409180
	Iteration 13Q: 3 clusters Score -6111556 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -6111860.000000 Penalty: 12552.409180
	Iteration 14Q: 3 clusters Score -6111860 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -6112196.500000 Penalty: 12552.409180
	Iteration 15Q: 3 clusters Score -6112196 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -6112452.000000 Penalty: 12552.409180
	Iteration 16Q: 3 clusters Score -6112452 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -6112582.500000 Penalty: 12552.409180
	Iteration 17Q: 3 clusters Score -6112582 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -6112699.500000 Penalty: 12552.409180
	Iteration 18Q: 3 clusters Score -6112700 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -6112791.500000 Penalty: 12552.409180
	Iteration 19Q: 3 clusters Score -6112792 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -6112860.000000 Penalty: 12552.409180
	Iteration 20F: 3 clusters Score -6112860 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -6112905.500000 Penalty: 12552.409180
	Iteration 21Q: 3 clusters Score -6112906 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -6112952.500000 Penalty: 12552.409180
	Iteration 22Q: 3 clusters Score -6112952 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -6112986.500000 Penalty: 12552.409180
	Iteration 23Q: 3 clusters Score -6112986 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -6113023.500000 Penalty: 12552.409180
	Iteration 24Q: 3 clusters Score -6113024 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -6113025.000000 Penalty: 12552.409180
	Iteration 25Q: 3 clusters Score -6113025 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -6113028.000000 Penalty: 12552.409180
	Iteration 26Q: 3 clusters Score -6113028 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -6113038.000000 Penalty: 12552.409180
	Iteration 27Q: 3 clusters Score -6113038 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -6113047.000000 Penalty: 12552.409180
	Iteration 28Q: 3 clusters Score -6113047 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -6113047.000000 Penalty: 12552.409180
	Iteration 29Q: 3 clusters Score -6113047 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -6113067.500000 Penalty: 12552.409180
	Iteration 30Q: 3 clusters Score -6113068 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -6113089.500000 Penalty: 12552.409180
	Iteration 31Q: 3 clusters Score -6113090 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -6113094.500000 Penalty: 12552.409180
	Iteration 32Q: 3 clusters Score -6113094 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -6113097.000000 Penalty: 12552.409180
	Iteration 33Q: 3 clusters Score -6113097 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -6113106.000000 Penalty: 12552.409180
	Iteration 34Q: 3 clusters Score -6113106 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -6113115.500000 Penalty: 12552.409180
	Iteration 35Q: 3 clusters Score -6113116 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -6113133.000000 Penalty: 12552.409180
	Iteration 36Q: 3 clusters Score -6113133 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -6113139.000000 Penalty: 12552.409180
	Iteration 37Q: 3 clusters Score -6113139 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -6113160.000000 Penalty: 12552.409180
	Iteration 38Q: 3 clusters Score -6113160 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -6113152.500000 Penalty: 12552.409180
	Iteration 39Q: 3 clusters Score -6113152 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -6113154.500000 Penalty: 12552.409180
	Iteration 40F: 3 clusters Score -6113154 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -6113149.000000 Penalty: 12552.409180
	Iteration 41Q: 3 clusters Score -6113149 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -6113150.500000 Penalty: 12552.409180
	Iteration 42Q: 3 clusters Score -6113150 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -6113166.500000 Penalty: 12552.409180
	Iteration 43Q: 3 clusters Score -6113166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -6113166.000000 Penalty: 12552.409180
	Iteration 44Q: 3 clusters Score -6113166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -6113158.500000 Penalty: 12552.409180
	Iteration 45Q: 3 clusters Score -6113158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -6113157.000000 Penalty: 12552.409180
	Iteration 46Q: 3 clusters Score -6113157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -6113157.500000 Penalty: 12552.409180
	Iteration 47Q: 3 clusters Score -6113158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -6113172.000000 Penalty: 12552.409180
	Iteration 48Q: 3 clusters Score -6113172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -6113162.000000 Penalty: 12552.409180
	Iteration 49Q: 3 clusters Score -6113162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -6113161.500000 Penalty: 12552.409180
	Iteration 50Q: 3 clusters Score -6113162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -6113161.000000 Penalty: 12552.409180
	Iteration 51Q: 3 clusters Score -6113161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -6113169.000000 Penalty: 12552.409180
	Iteration 52Q: 3 clusters Score -6113169 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -6113178.000000 Penalty: 12552.409180
	Iteration 53Q: 3 clusters Score -6113178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -6113180.500000 Penalty: 12552.409180
	Iteration 54Q: 3 clusters Score -6113180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -6113174.000000 Penalty: 12552.409180
	Iteration 55Q: 3 clusters Score -6113174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -6113174.500000 Penalty: 12552.409180
	Iteration 56Q: 3 clusters Score -6113174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -6113179.500000 Penalty: 12552.409180
	Iteration 57Q: 3 clusters Score -6113180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -6113176.500000 Penalty: 12552.409180
	Iteration 58Q: 3 clusters Score -6113176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -6113177.500000 Penalty: 12552.409180
	Iteration 59Q: 3 clusters Score -6113178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -6113172.000000 Penalty: 12552.409180
	Iteration 60F: 3 clusters Score -6113172 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -6113182.500000 Penalty: 12552.409180
	Iteration 61Q: 3 clusters Score -6113182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -6113193.000000 Penalty: 12552.409180
	Iteration 62Q: 3 clusters Score -6113193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -6113190.500000 Penalty: 12552.409180
	Iteration 63Q: 3 clusters Score -6113190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -6113194.000000 Penalty: 12552.409180
	Iteration 64Q: 3 clusters Score -6113194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -6113195.500000 Penalty: 12552.409180
	Iteration 65Q: 3 clusters Score -6113196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -6113194.500000 Penalty: 12552.409180
	Iteration 66Q: 3 clusters Score -6113194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -6113203.500000 Penalty: 12552.409180
	Iteration 67Q: 3 clusters Score -6113204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -6113211.500000 Penalty: 12552.409180
	Iteration 68Q: 3 clusters Score -6113212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -6113210.000000 Penalty: 12552.409180
	Iteration 69Q: 3 clusters Score -6113210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -6113210.500000 Penalty: 12552.409180
	Iteration 70Q: 3 clusters Score -6113210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -6113213.000000 Penalty: 12552.409180
	Iteration 71Q: 3 clusters Score -6113213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -6113215.500000 Penalty: 12552.409180
	Iteration 72Q: 3 clusters Score -6113216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -6113209.500000 Penalty: 12552.409180
	Iteration 73Q: 3 clusters Score -6113210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -6113213.000000 Penalty: 12552.409180
	Iteration 74Q: 3 clusters Score -6113213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -6113213.000000 Penalty: 12552.409180
	Iteration 75F: 3 clusters Score -6113213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (146869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146869 members 
Entering Unmasked Estep 
Score: -32561034.000000 Penalty: 7287.093750
	Iteration 0F: 2 clusters Score -3.256103e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73244 members 
Mstep: Class 2 contains 73625 members 
Entering Unmasked Estep 
Score: -32462466.000000 Penalty: 14574.187500
	Iteration 0F: 3 clusters Score -3.246247e+07 nChanged 67949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71443 members 
Mstep: Class 2 contains 75426 members 
Entering Unmasked Estep 
Score: -32499800.000000 Penalty: 14574.187500
	Iteration 1F: 3 clusters Score -3.24998e+07 nChanged 5589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70216 members 
Mstep: Class 2 contains 76653 members 
Entering Unmasked Estep 
Score: -32501512.000000 Penalty: 14574.187500
	Iteration 2Q: 3 clusters Score -3.250151e+07 nChanged 5364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68368 members 
Mstep: Class 2 contains 78501 members 
Entering Unmasked Estep 
Score: -32502810.000000 Penalty: 14574.187500
	Iteration 3Q: 3 clusters Score -3.250281e+07 nChanged 5350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65758 members 
Mstep: Class 2 contains 81111 members 
Entering Unmasked Estep 
Score: -32504530.000000 Penalty: 14574.187500
	Iteration 4Q: 3 clusters Score -3.250453e+07 nChanged 5781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61957 members 
Mstep: Class 2 contains 84912 members 
Entering Unmasked Estep 
Score: -32506736.000000 Penalty: 14574.187500
	Iteration 5Q: 3 clusters Score -3.250674e+07 nChanged 6714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56611 members 
Mstep: Class 2 contains 90258 members 
Entering Unmasked Estep 
Score: -32510018.000000 Penalty: 14574.187500
	Iteration 6Q: 3 clusters Score -3.251002e+07 nChanged 7883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49470 members 
Mstep: Class 2 contains 97399 members 
Entering Unmasked Estep 
Score: -32514342.000000 Penalty: 14574.187500
	Iteration 7F: 3 clusters Score -3.251434e+07 nChanged 9399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40491 members 
Mstep: Class 2 contains 106378 members 
Entering Unmasked Estep 
Score: -32520540.000000 Penalty: 14574.187500
	Iteration 8F: 3 clusters Score -3.252054e+07 nChanged 10519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30146 members 
Mstep: Class 2 contains 116723 members 
Entering Unmasked Estep 
Score: -32528812.000000 Penalty: 14574.187500
	Iteration 9F: 3 clusters Score -3.252881e+07 nChanged 10571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 127236 members 
Entering Unmasked Estep 
Score: -32538006.000000 Penalty: 14574.187500
	Iteration 10F: 3 clusters Score -3.253801e+07 nChanged 8463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 135673 members 
Entering Unmasked Estep 
Score: -32545768.000000 Penalty: 14574.187500
	Iteration 11F: 3 clusters Score -3.254577e+07 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 140978 members 
Entering Unmasked Estep 
Score: -32550302.000000 Penalty: 14574.187500
	Iteration 12Q: 3 clusters Score -3.25503e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 143635 members 
Entering Unmasked Estep 
Score: -32552532.000000 Penalty: 14574.187500
	Iteration 13Q: 3 clusters Score -3.255253e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 144899 members 
Entering Unmasked Estep 
Score: -32553572.000000 Penalty: 14574.187500
	Iteration 14Q: 3 clusters Score -3.255357e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 145449 members 
Entering Unmasked Estep 
Score: -32554126.000000 Penalty: 14574.187500
	Iteration 15Q: 3 clusters Score -3.255413e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 145717 members 
Entering Unmasked Estep 
Score: -32554484.000000 Penalty: 14574.187500
	Iteration 16Q: 3 clusters Score -3.255448e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 145836 members 
Entering Unmasked Estep 
Score: -32554612.000000 Penalty: 14574.187500
	Iteration 17Q: 3 clusters Score -3.255461e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 145921 members 
Entering Unmasked Estep 
Score: -32554732.000000 Penalty: 14574.187500
	Iteration 18Q: 3 clusters Score -3.255473e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 145970 members 
Entering Unmasked Estep 
Score: -32554824.000000 Penalty: 14574.187500
	Iteration 19Q: 3 clusters Score -3.255482e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 146007 members 
Entering Unmasked Estep 
Score: -32554866.000000 Penalty: 14574.187500
	Iteration 20F: 3 clusters Score -3.255487e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 146023 members 
Entering Unmasked Estep 
Score: -32554892.000000 Penalty: 14574.187500
	Iteration 21Q: 3 clusters Score -3.255489e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 146032 members 
Entering Unmasked Estep 
Score: -32554892.000000 Penalty: 14574.187500
	Iteration 22Q: 3 clusters Score -3.255489e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 146036 members 
Entering Unmasked Estep 
Score: -32554890.000000 Penalty: 14574.187500
	Iteration 23Q: 3 clusters Score -3.255489e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 146040 members 
Entering Unmasked Estep 
Score: -32554902.000000 Penalty: 14574.187500
	Iteration 24Q: 3 clusters Score -3.25549e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 146042 members 
Entering Unmasked Estep 
Score: -32554914.000000 Penalty: 14574.187500
	Iteration 25Q: 3 clusters Score -3.255491e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 146046 members 
Entering Unmasked Estep 
Score: -32554950.000000 Penalty: 14574.187500
	Iteration 26Q: 3 clusters Score -3.255495e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 146048 members 
Entering Unmasked Estep 
Score: -32554964.000000 Penalty: 14574.187500
	Iteration 27Q: 3 clusters Score -3.255496e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 146053 members 
Entering Unmasked Estep 
Score: -32554952.000000 Penalty: 14574.187500
	Iteration 28Q: 3 clusters Score -3.255495e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 146061 members 
Entering Unmasked Estep 
Score: -32554960.000000 Penalty: 14574.187500
	Iteration 29Q: 3 clusters Score -3.255496e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 146062 members 
Entering Unmasked Estep 
Score: -32554946.000000 Penalty: 14574.187500
	Iteration 30Q: 3 clusters Score -3.255495e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 146064 members 
Entering Unmasked Estep 
Score: -32554954.000000 Penalty: 14574.187500
	Iteration 31Q: 3 clusters Score -3.255495e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 146066 members 
Entering Unmasked Estep 
Score: -32554956.000000 Penalty: 14574.187500
	Iteration 32Q: 3 clusters Score -3.255496e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 146066 members 
Entering Unmasked Estep 
Score: -32554956.000000 Penalty: 14574.187500
	Iteration 33F: 3 clusters Score -3.255496e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Entering Unmasked Estep 
Score: -2030664.875000 Penalty: 5603.369629
	Iteration 0F: 2 clusters Score -2030665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -2020770.875000 Penalty: 11206.739258
	Iteration 0F: 3 clusters Score -2020771 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -2022768.125000 Penalty: 11206.739258
	Iteration 1F: 3 clusters Score -2022768 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -2023240.250000 Penalty: 11206.739258
	Iteration 2F: 3 clusters Score -2023240 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -2023505.000000 Penalty: 11206.739258
	Iteration 3Q: 3 clusters Score -2023505 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -2023688.500000 Penalty: 11206.739258
	Iteration 4Q: 3 clusters Score -2023688 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -2023846.125000 Penalty: 11206.739258
	Iteration 5Q: 3 clusters Score -2023846 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -2024007.875000 Penalty: 11206.739258
	Iteration 6Q: 3 clusters Score -2024008 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -2024197.875000 Penalty: 11206.739258
	Iteration 7Q: 3 clusters Score -2024198 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -2024452.625000 Penalty: 11206.739258
	Iteration 8Q: 3 clusters Score -2024453 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -2024844.375000 Penalty: 11206.739258
	Iteration 9Q: 3 clusters Score -2024844 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -2025249.500000 Penalty: 11206.739258
	Iteration 10Q: 3 clusters Score -2025250 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -2025578.375000 Penalty: 11206.739258
	Iteration 11Q: 3 clusters Score -2025578 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -2025818.875000 Penalty: 11206.739258
	Iteration 12Q: 3 clusters Score -2025819 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -2026009.250000 Penalty: 11206.739258
	Iteration 13Q: 3 clusters Score -2026009 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -2026212.000000 Penalty: 11206.739258
	Iteration 14Q: 3 clusters Score -2026212 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -2026379.125000 Penalty: 11206.739258
	Iteration 15Q: 3 clusters Score -2026379 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -2026535.625000 Penalty: 11206.739258
	Iteration 16Q: 3 clusters Score -2026536 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -2026701.000000 Penalty: 11206.739258
	Iteration 17Q: 3 clusters Score -2026701 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -2026884.000000 Penalty: 11206.739258
	Iteration 18Q: 3 clusters Score -2026884 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -2027020.375000 Penalty: 11206.739258
	Iteration 19Q: 3 clusters Score -2027020 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -2027149.000000 Penalty: 11206.739258
	Iteration 20F: 3 clusters Score -2027149 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -2027269.500000 Penalty: 11206.739258
	Iteration 21Q: 3 clusters Score -2027270 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -2027384.125000 Penalty: 11206.739258
	Iteration 22Q: 3 clusters Score -2027384 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -2027497.125000 Penalty: 11206.739258
	Iteration 23Q: 3 clusters Score -2027497 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -2027581.625000 Penalty: 11206.739258
	Iteration 24Q: 3 clusters Score -2027582 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -2027652.375000 Penalty: 11206.739258
	Iteration 25Q: 3 clusters Score -2027652 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -2027725.125000 Penalty: 11206.739258
	Iteration 26Q: 3 clusters Score -2027725 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -2027794.500000 Penalty: 11206.739258
	Iteration 27Q: 3 clusters Score -2027794 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -2027875.500000 Penalty: 11206.739258
	Iteration 28Q: 3 clusters Score -2027876 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -2027936.500000 Penalty: 11206.739258
	Iteration 29Q: 3 clusters Score -2027936 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -2027996.375000 Penalty: 11206.739258
	Iteration 30Q: 3 clusters Score -2027996 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -2028039.625000 Penalty: 11206.739258
	Iteration 31Q: 3 clusters Score -2028040 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -2028071.500000 Penalty: 11206.739258
	Iteration 32Q: 3 clusters Score -2028072 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -2028092.875000 Penalty: 11206.739258
	Iteration 33Q: 3 clusters Score -2028093 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -2028115.875000 Penalty: 11206.739258
	Iteration 34Q: 3 clusters Score -2028116 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -2028126.125000 Penalty: 11206.739258
	Iteration 35Q: 3 clusters Score -2028126 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -2028139.625000 Penalty: 11206.739258
	Iteration 36Q: 3 clusters Score -2028140 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -2028156.375000 Penalty: 11206.739258
	Iteration 37Q: 3 clusters Score -2028156 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -2028167.375000 Penalty: 11206.739258
	Iteration 38Q: 3 clusters Score -2028167 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -2028189.375000 Penalty: 11206.739258
	Iteration 39Q: 3 clusters Score -2028189 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -2028208.375000 Penalty: 11206.739258
	Iteration 40F: 3 clusters Score -2028208 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -2028222.875000 Penalty: 11206.739258
	Iteration 41Q: 3 clusters Score -2028223 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -2028231.875000 Penalty: 11206.739258
	Iteration 42Q: 3 clusters Score -2028232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -2028237.250000 Penalty: 11206.739258
	Iteration 43Q: 3 clusters Score -2028237 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -2028241.000000 Penalty: 11206.739258
	Iteration 44Q: 3 clusters Score -2028241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -2028248.875000 Penalty: 11206.739258
	Iteration 45Q: 3 clusters Score -2028249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -2028251.375000 Penalty: 11206.739258
	Iteration 46Q: 3 clusters Score -2028251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -2028252.250000 Penalty: 11206.739258
	Iteration 47Q: 3 clusters Score -2028252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -2028255.375000 Penalty: 11206.739258
	Iteration 48Q: 3 clusters Score -2028255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -2028255.375000 Penalty: 11206.739258
	Iteration 49Q: 3 clusters Score -2028255 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -2028265.250000 Penalty: 11206.739258
	Iteration 50Q: 3 clusters Score -2028265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -2028270.625000 Penalty: 11206.739258
	Iteration 51Q: 3 clusters Score -2028271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -2028275.250000 Penalty: 11206.739258
	Iteration 52Q: 3 clusters Score -2028275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -2028283.625000 Penalty: 11206.739258
	Iteration 53Q: 3 clusters Score -2028284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -2028279.250000 Penalty: 11206.739258
	Iteration 54Q: 3 clusters Score -2028279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -2028279.000000 Penalty: 11206.739258
	Iteration 55Q: 3 clusters Score -2028279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -2028282.375000 Penalty: 11206.739258
	Iteration 56Q: 3 clusters Score -2028282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -2028280.750000 Penalty: 11206.739258
	Iteration 57Q: 3 clusters Score -2028281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -2028287.000000 Penalty: 11206.739258
	Iteration 58Q: 3 clusters Score -2028287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -2028289.750000 Penalty: 11206.739258
	Iteration 59Q: 3 clusters Score -2028290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -2028287.125000 Penalty: 11206.739258
	Iteration 60F: 3 clusters Score -2028287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Entering Unmasked Estep 
Score: -1283989.250000 Penalty: 5342.281250
	Iteration 0F: 2 clusters Score -1283989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1276597.250000 Penalty: 10684.562500
	Iteration 0F: 3 clusters Score -1276597 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1278958.000000 Penalty: 10684.562500
	Iteration 1F: 3 clusters Score -1278958 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1280327.750000 Penalty: 10684.562500
	Iteration 2F: 3 clusters Score -1280328 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1281389.125000 Penalty: 10684.562500
	Iteration 3F: 3 clusters Score -1281389 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1282206.875000 Penalty: 10684.562500
	Iteration 4F: 3 clusters Score -1282207 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1282931.000000 Penalty: 10684.562500
	Iteration 5F: 3 clusters Score -1282931 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1283479.500000 Penalty: 10684.562500
	Iteration 6F: 3 clusters Score -1283480 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1283951.125000 Penalty: 10684.562500
	Iteration 7Q: 3 clusters Score -1283951 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1284316.875000 Penalty: 10684.562500
	Iteration 8Q: 3 clusters Score -1284317 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1284518.625000 Penalty: 10684.562500
	Iteration 9Q: 3 clusters Score -1284519 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1284677.625000 Penalty: 10684.562500
	Iteration 10Q: 3 clusters Score -1284678 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1284851.875000 Penalty: 10684.562500
	Iteration 11Q: 3 clusters Score -1284852 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1285028.500000 Penalty: 10684.562500
	Iteration 12Q: 3 clusters Score -1285028 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1285236.500000 Penalty: 10684.562500
	Iteration 13Q: 3 clusters Score -1285236 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1285425.750000 Penalty: 10684.562500
	Iteration 14Q: 3 clusters Score -1285426 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1285587.625000 Penalty: 10684.562500
	Iteration 15Q: 3 clusters Score -1285588 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1285764.375000 Penalty: 10684.562500
	Iteration 16Q: 3 clusters Score -1285764 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1285923.250000 Penalty: 10684.562500
	Iteration 17Q: 3 clusters Score -1285923 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1286066.375000 Penalty: 10684.562500
	Iteration 18Q: 3 clusters Score -1286066 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1286187.750000 Penalty: 10684.562500
	Iteration 19Q: 3 clusters Score -1286188 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1286650.875000 Penalty: 10684.562500
	Iteration 20F: 3 clusters Score -1286651 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1287227.750000 Penalty: 10684.562500
	Iteration 21Q: 3 clusters Score -1287228 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1287618.875000 Penalty: 10684.562500
	Iteration 22Q: 3 clusters Score -1287619 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1288102.000000 Penalty: 10684.562500
	Iteration 23Q: 3 clusters Score -1288102 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1288378.875000 Penalty: 10684.562500
	Iteration 24Q: 3 clusters Score -1288379 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1288552.125000 Penalty: 10684.562500
	Iteration 25Q: 3 clusters Score -1288552 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1288635.000000 Penalty: 10684.562500
	Iteration 26Q: 3 clusters Score -1288635 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1288669.125000 Penalty: 10684.562500
	Iteration 27Q: 3 clusters Score -1288669 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1288681.375000 Penalty: 10684.562500
	Iteration 28Q: 3 clusters Score -1288681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1288686.125000 Penalty: 10684.562500
	Iteration 29Q: 3 clusters Score -1288686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1288684.875000 Penalty: 10684.562500
	Iteration 30Q: 3 clusters Score -1288685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1288683.375000 Penalty: 10684.562500
	Iteration 31Q: 3 clusters Score -1288683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1288685.250000 Penalty: 10684.562500
	Iteration 32Q: 3 clusters Score -1288685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1288686.500000 Penalty: 10684.562500
	Iteration 33Q: 3 clusters Score -1288686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1288804.250000 Penalty: 10684.562500
	Iteration 34F: 3 clusters Score -1288804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1288998.125000 Penalty: 10684.562500
	Iteration 35Q: 3 clusters Score -1288998 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1289071.750000 Penalty: 10684.562500
	Iteration 36Q: 3 clusters Score -1289072 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1289103.125000 Penalty: 10684.562500
	Iteration 37Q: 3 clusters Score -1289103 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1289125.375000 Penalty: 10684.562500
	Iteration 38Q: 3 clusters Score -1289125 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1289137.875000 Penalty: 10684.562500
	Iteration 39Q: 3 clusters Score -1289138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1289144.875000 Penalty: 10684.562500
	Iteration 40F: 3 clusters Score -1289145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1289148.125000 Penalty: 10684.562500
	Iteration 41Q: 3 clusters Score -1289148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1289151.625000 Penalty: 10684.562500
	Iteration 42Q: 3 clusters Score -1289152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1289153.250000 Penalty: 10684.562500
	Iteration 43Q: 3 clusters Score -1289153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1289152.250000 Penalty: 10684.562500
	Iteration 44Q: 3 clusters Score -1289152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1289152.250000 Penalty: 10684.562500
	Iteration 45F: 3 clusters Score -1289152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 37761 members 
Mstep: Class 3 contains 3343 members 
Mstep: Class 4 contains 11283 members 
Mstep: Class 5 contains 2605 members 
Mstep: Class 6 contains 9336 members 
Mstep: Class 7 contains 28194 members 
Mstep: Class 8 contains 146869 members 
Mstep: Class 9 contains 9399 members 
Mstep: Class 10 contains 1014 members 
Mstep: Class 11 contains 101322 members 
Mstep: Class 12 contains 2412 members 
Mstep: Class 13 contains 1375 members 
Mstep: Class 14 contains 129257 members 
Mstep: Class 15 contains 56189 members 
Mstep: Class 16 contains 1284 members 
Mstep: Class 17 contains 25789 members 
Mstep: Class 18 contains 48649 members 
Mstep: Class 19 contains 14383 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 65538 members 
Mstep: Class 22 contains 5123 members 
Entering Unmasked Estep 
Score: -157196736.000000 Penalty: 181692.484375
Splitting cluster 10 changes total score from -157193552.000000 to -157196736.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 11 (101322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101322 members 
Entering Unmasked Estep 
Score: -22561438.000000 Penalty: 7059.711426
	Iteration 0F: 2 clusters Score -2.256144e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50588 members 
Mstep: Class 2 contains 50734 members 
Entering Unmasked Estep 
Score: -22492800.000000 Penalty: 14119.422852
	Iteration 0F: 3 clusters Score -2.24928e+07 nChanged 46345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50685 members 
Mstep: Class 2 contains 50637 members 
Entering Unmasked Estep 
Score: -22518828.000000 Penalty: 14119.422852
	Iteration 1F: 3 clusters Score -2.251883e+07 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50990 members 
Mstep: Class 2 contains 50332 members 
Entering Unmasked Estep 
Score: -22521340.000000 Penalty: 14119.422852
	Iteration 2Q: 3 clusters Score -2.252134e+07 nChanged 5589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51767 members 
Mstep: Class 2 contains 49555 members 
Entering Unmasked Estep 
Score: -22525054.000000 Penalty: 14119.422852
	Iteration 3F: 3 clusters Score -2.252505e+07 nChanged 6507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53112 members 
Mstep: Class 2 contains 48210 members 
Entering Unmasked Estep 
Score: -22529870.000000 Penalty: 14119.422852
	Iteration 4F: 3 clusters Score -2.252987e+07 nChanged 7211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54993 members 
Mstep: Class 2 contains 46329 members 
Entering Unmasked Estep 
Score: -22535120.000000 Penalty: 14119.422852
	Iteration 5F: 3 clusters Score -2.253512e+07 nChanged 7091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57070 members 
Mstep: Class 2 contains 44252 members 
Entering Unmasked Estep 
Score: -22539610.000000 Penalty: 14119.422852
	Iteration 6F: 3 clusters Score -2.253961e+07 nChanged 6545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59145 members 
Mstep: Class 2 contains 42177 members 
Entering Unmasked Estep 
Score: -22543728.000000 Penalty: 14119.422852
	Iteration 7F: 3 clusters Score -2.254373e+07 nChanged 5855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61156 members 
Mstep: Class 2 contains 40166 members 
Entering Unmasked Estep 
Score: -22547698.000000 Penalty: 14119.422852
	Iteration 8F: 3 clusters Score -2.25477e+07 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62708 members 
Mstep: Class 2 contains 38614 members 
Entering Unmasked Estep 
Score: -22551470.000000 Penalty: 14119.422852
	Iteration 9F: 3 clusters Score -2.255147e+07 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63977 members 
Mstep: Class 2 contains 37345 members 
Entering Unmasked Estep 
Score: -22555646.000000 Penalty: 14119.422852
	Iteration 10Q: 3 clusters Score -2.255565e+07 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65197 members 
Mstep: Class 2 contains 36125 members 
Entering Unmasked Estep 
Score: -22560218.000000 Penalty: 14119.422852
	Iteration 11Q: 3 clusters Score -2.256022e+07 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66316 members 
Mstep: Class 2 contains 35006 members 
Entering Unmasked Estep 
Score: -22563724.000000 Penalty: 14119.422852
	Iteration 12Q: 3 clusters Score -2.256372e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67089 members 
Mstep: Class 2 contains 34233 members 
Entering Unmasked Estep 
Score: -22565096.000000 Penalty: 14119.422852
	Iteration 13Q: 3 clusters Score -2.25651e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67604 members 
Mstep: Class 2 contains 33718 members 
Entering Unmasked Estep 
Score: -22565364.000000 Penalty: 14119.422852
	Iteration 14Q: 3 clusters Score -2.256536e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67957 members 
Mstep: Class 2 contains 33365 members 
Entering Unmasked Estep 
Score: -22565584.000000 Penalty: 14119.422852
	Iteration 15Q: 3 clusters Score -2.256558e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68222 members 
Mstep: Class 2 contains 33100 members 
Entering Unmasked Estep 
Score: -22565632.000000 Penalty: 14119.422852
	Iteration 16Q: 3 clusters Score -2.256563e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68457 members 
Mstep: Class 2 contains 32865 members 
Entering Unmasked Estep 
Score: -22565646.000000 Penalty: 14119.422852
	Iteration 17Q: 3 clusters Score -2.256565e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68627 members 
Mstep: Class 2 contains 32695 members 
Entering Unmasked Estep 
Score: -22565646.000000 Penalty: 14119.422852
	Iteration 18Q: 3 clusters Score -2.256565e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68747 members 
Mstep: Class 2 contains 32575 members 
Entering Unmasked Estep 
Score: -22565642.000000 Penalty: 14119.422852
	Iteration 19Q: 3 clusters Score -2.256564e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68844 members 
Mstep: Class 2 contains 32478 members 
Entering Unmasked Estep 
Score: -22565652.000000 Penalty: 14119.422852
	Iteration 20F: 3 clusters Score -2.256565e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68928 members 
Mstep: Class 2 contains 32394 members 
Entering Unmasked Estep 
Score: -22565640.000000 Penalty: 14119.422852
	Iteration 21Q: 3 clusters Score -2.256564e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68992 members 
Mstep: Class 2 contains 32330 members 
Entering Unmasked Estep 
Score: -22565642.000000 Penalty: 14119.422852
	Iteration 22Q: 3 clusters Score -2.256564e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69059 members 
Mstep: Class 2 contains 32263 members 
Entering Unmasked Estep 
Score: -22565654.000000 Penalty: 14119.422852
	Iteration 23Q: 3 clusters Score -2.256565e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69118 members 
Mstep: Class 2 contains 32204 members 
Entering Unmasked Estep 
Score: -22565672.000000 Penalty: 14119.422852
	Iteration 24Q: 3 clusters Score -2.256567e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69158 members 
Mstep: Class 2 contains 32164 members 
Entering Unmasked Estep 
Score: -22565670.000000 Penalty: 14119.422852
	Iteration 25Q: 3 clusters Score -2.256567e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69188 members 
Mstep: Class 2 contains 32134 members 
Entering Unmasked Estep 
Score: -22565632.000000 Penalty: 14119.422852
	Iteration 26Q: 3 clusters Score -2.256563e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69213 members 
Mstep: Class 2 contains 32109 members 
Entering Unmasked Estep 
Score: -22565614.000000 Penalty: 14119.422852
	Iteration 27Q: 3 clusters Score -2.256561e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69242 members 
Mstep: Class 2 contains 32080 members 
Entering Unmasked Estep 
Score: -22565636.000000 Penalty: 14119.422852
	Iteration 28Q: 3 clusters Score -2.256564e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69269 members 
Mstep: Class 2 contains 32053 members 
Entering Unmasked Estep 
Score: -22565670.000000 Penalty: 14119.422852
	Iteration 29Q: 3 clusters Score -2.256567e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69297 members 
Mstep: Class 2 contains 32025 members 
Entering Unmasked Estep 
Score: -22565668.000000 Penalty: 14119.422852
	Iteration 30Q: 3 clusters Score -2.256567e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69318 members 
Mstep: Class 2 contains 32004 members 
Entering Unmasked Estep 
Score: -22565678.000000 Penalty: 14119.422852
	Iteration 31Q: 3 clusters Score -2.256568e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69350 members 
Mstep: Class 2 contains 31972 members 
Entering Unmasked Estep 
Score: -22565632.000000 Penalty: 14119.422852
	Iteration 32Q: 3 clusters Score -2.256563e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69373 members 
Mstep: Class 2 contains 31949 members 
Entering Unmasked Estep 
Score: -22565618.000000 Penalty: 14119.422852
	Iteration 33Q: 3 clusters Score -2.256562e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69397 members 
Mstep: Class 2 contains 31925 members 
Entering Unmasked Estep 
Score: -22565618.000000 Penalty: 14119.422852
	Iteration 34Q: 3 clusters Score -2.256562e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69412 members 
Mstep: Class 2 contains 31910 members 
Entering Unmasked Estep 
Score: -22565620.000000 Penalty: 14119.422852
	Iteration 35Q: 3 clusters Score -2.256562e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69429 members 
Mstep: Class 2 contains 31893 members 
Entering Unmasked Estep 
Score: -22565656.000000 Penalty: 14119.422852
	Iteration 36Q: 3 clusters Score -2.256566e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69444 members 
Mstep: Class 2 contains 31878 members 
Entering Unmasked Estep 
Score: -22565664.000000 Penalty: 14119.422852
	Iteration 37Q: 3 clusters Score -2.256566e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69451 members 
Mstep: Class 2 contains 31871 members 
Entering Unmasked Estep 
Score: -22565676.000000 Penalty: 14119.422852
	Iteration 38Q: 3 clusters Score -2.256568e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69459 members 
Mstep: Class 2 contains 31863 members 
Entering Unmasked Estep 
Score: -22565660.000000 Penalty: 14119.422852
	Iteration 39Q: 3 clusters Score -2.256566e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69466 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
Score: -22565654.000000 Penalty: 14119.422852
	Iteration 40F: 3 clusters Score -2.256565e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69475 members 
Mstep: Class 2 contains 31847 members 
Entering Unmasked Estep 
Score: -22565676.000000 Penalty: 14119.422852
	Iteration 41Q: 3 clusters Score -2.256568e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69482 members 
Mstep: Class 2 contains 31840 members 
Entering Unmasked Estep 
Score: -22565660.000000 Penalty: 14119.422852
	Iteration 42Q: 3 clusters Score -2.256566e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69488 members 
Mstep: Class 2 contains 31834 members 
Entering Unmasked Estep 
Score: -22565658.000000 Penalty: 14119.422852
	Iteration 43Q: 3 clusters Score -2.256566e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69494 members 
Mstep: Class 2 contains 31828 members 
Entering Unmasked Estep 
Score: -22565672.000000 Penalty: 14119.422852
	Iteration 44Q: 3 clusters Score -2.256567e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69499 members 
Mstep: Class 2 contains 31823 members 
Entering Unmasked Estep 
Score: -22565666.000000 Penalty: 14119.422852
	Iteration 45Q: 3 clusters Score -2.256567e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69504 members 
Mstep: Class 2 contains 31818 members 
Entering Unmasked Estep 
Score: -22565656.000000 Penalty: 14119.422852
	Iteration 46Q: 3 clusters Score -2.256566e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69511 members 
Mstep: Class 2 contains 31811 members 
Entering Unmasked Estep 
Score: -22565650.000000 Penalty: 14119.422852
	Iteration 47Q: 3 clusters Score -2.256565e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69517 members 
Mstep: Class 2 contains 31805 members 
Entering Unmasked Estep 
Score: -22565638.000000 Penalty: 14119.422852
	Iteration 48Q: 3 clusters Score -2.256564e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69523 members 
Mstep: Class 2 contains 31799 members 
Entering Unmasked Estep 
Score: -22565646.000000 Penalty: 14119.422852
	Iteration 49Q: 3 clusters Score -2.256565e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69528 members 
Mstep: Class 2 contains 31794 members 
Entering Unmasked Estep 
Score: -22565630.000000 Penalty: 14119.422852
	Iteration 50Q: 3 clusters Score -2.256563e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69532 members 
Mstep: Class 2 contains 31790 members 
Entering Unmasked Estep 
Score: -22565636.000000 Penalty: 14119.422852
	Iteration 51Q: 3 clusters Score -2.256564e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69539 members 
Mstep: Class 2 contains 31783 members 
Entering Unmasked Estep 
Score: -22565642.000000 Penalty: 14119.422852
	Iteration 52Q: 3 clusters Score -2.256564e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69544 members 
Mstep: Class 2 contains 31778 members 
Entering Unmasked Estep 
Score: -22565636.000000 Penalty: 14119.422852
	Iteration 53Q: 3 clusters Score -2.256564e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69548 members 
Mstep: Class 2 contains 31774 members 
Entering Unmasked Estep 
Score: -22565642.000000 Penalty: 14119.422852
	Iteration 54Q: 3 clusters Score -2.256564e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69551 members 
Mstep: Class 2 contains 31771 members 
Entering Unmasked Estep 
Score: -22565630.000000 Penalty: 14119.422852
	Iteration 55Q: 3 clusters Score -2.256563e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69553 members 
Mstep: Class 2 contains 31769 members 
Entering Unmasked Estep 
Score: -22565640.000000 Penalty: 14119.422852
	Iteration 56Q: 3 clusters Score -2.256564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69555 members 
Mstep: Class 2 contains 31767 members 
Entering Unmasked Estep 
Score: -22565642.000000 Penalty: 14119.422852
	Iteration 57Q: 3 clusters Score -2.256564e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69558 members 
Mstep: Class 2 contains 31764 members 
Entering Unmasked Estep 
Score: -22565658.000000 Penalty: 14119.422852
	Iteration 58Q: 3 clusters Score -2.256566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69560 members 
Mstep: Class 2 contains 31762 members 
Entering Unmasked Estep 
Score: -22565660.000000 Penalty: 14119.422852
	Iteration 59Q: 3 clusters Score -2.256566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69563 members 
Mstep: Class 2 contains 31759 members 
Entering Unmasked Estep 
Score: -22565660.000000 Penalty: 14119.422852
	Iteration 60F: 3 clusters Score -2.256566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69565 members 
Mstep: Class 2 contains 31757 members 
Entering Unmasked Estep 
Score: -22565666.000000 Penalty: 14119.422852
	Iteration 61Q: 3 clusters Score -2.256567e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69566 members 
Mstep: Class 2 contains 31756 members 
Entering Unmasked Estep 
Score: -22565652.000000 Penalty: 14119.422852
	Iteration 62Q: 3 clusters Score -2.256565e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69567 members 
Mstep: Class 2 contains 31755 members 
Entering Unmasked Estep 
Score: -22565644.000000 Penalty: 14119.422852
	Iteration 63Q: 3 clusters Score -2.256564e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69567 members 
Mstep: Class 2 contains 31755 members 
Entering Unmasked Estep 
Score: -22565644.000000 Penalty: 14119.422852
	Iteration 64F: 3 clusters Score -2.256564e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 37761 members 
Mstep: Class 3 contains 3343 members 
Mstep: Class 4 contains 11283 members 
Mstep: Class 5 contains 2605 members 
Mstep: Class 6 contains 9336 members 
Mstep: Class 7 contains 28194 members 
Mstep: Class 8 contains 146869 members 
Mstep: Class 9 contains 9399 members 
Mstep: Class 10 contains 1014 members 
Mstep: Class 11 contains 69567 members 
Mstep: Class 12 contains 2412 members 
Mstep: Class 13 contains 1375 members 
Mstep: Class 14 contains 129257 members 
Mstep: Class 15 contains 56189 members 
Mstep: Class 16 contains 1284 members 
Mstep: Class 17 contains 25789 members 
Mstep: Class 18 contains 48649 members 
Mstep: Class 19 contains 14383 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 65538 members 
Mstep: Class 22 contains 5123 members 
Mstep: Class 23 contains 31755 members 
Entering Unmasked Estep 
Score: -157199920.000000 Penalty: 189951.234375
Splitting cluster 11 changes total score from -157193552.000000 to -157199920.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 12 (2412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Entering Unmasked Estep 
Score: -503580.156250 Penalty: 4770.279297
	Iteration 0F: 2 clusters Score -503580.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -498361.375000 Penalty: 9540.558594
	Iteration 0F: 3 clusters Score -498361.4 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -499060.218750 Penalty: 9540.558594
	Iteration 1F: 3 clusters Score -499060.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -499280.250000 Penalty: 9540.558594
	Iteration 2F: 3 clusters Score -499280.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -499399.906250 Penalty: 9540.558594
	Iteration 3Q: 3 clusters Score -499399.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -499488.750000 Penalty: 9540.558594
	Iteration 4Q: 3 clusters Score -499488.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -499559.062500 Penalty: 9540.558594
	Iteration 5Q: 3 clusters Score -499559.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -499652.843750 Penalty: 9540.558594
	Iteration 6Q: 3 clusters Score -499652.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -499755.468750 Penalty: 9540.558594
	Iteration 7Q: 3 clusters Score -499755.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -499862.062500 Penalty: 9540.558594
	Iteration 8Q: 3 clusters Score -499862.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -499950.093750 Penalty: 9540.558594
	Iteration 9Q: 3 clusters Score -499950.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -500004.531250 Penalty: 9540.558594
	Iteration 10Q: 3 clusters Score -500004.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -500048.375000 Penalty: 9540.558594
	Iteration 11Q: 3 clusters Score -500048.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -500080.875000 Penalty: 9540.558594
	Iteration 12Q: 3 clusters Score -500080.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -500106.500000 Penalty: 9540.558594
	Iteration 13Q: 3 clusters Score -500106.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -500119.875000 Penalty: 9540.558594
	Iteration 14Q: 3 clusters Score -500119.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -500128.343750 Penalty: 9540.558594
	Iteration 15Q: 3 clusters Score -500128.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -500135.937500 Penalty: 9540.558594
	Iteration 16Q: 3 clusters Score -500135.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -500143.281250 Penalty: 9540.558594
	Iteration 17Q: 3 clusters Score -500143.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -500148.375000 Penalty: 9540.558594
	Iteration 18Q: 3 clusters Score -500148.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -500151.656250 Penalty: 9540.558594
	Iteration 19Q: 3 clusters Score -500151.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -500158.562500 Penalty: 9540.558594
	Iteration 20F: 3 clusters Score -500158.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -500226.281250 Penalty: 9540.558594
	Iteration 21Q: 3 clusters Score -500226.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -500279.218750 Penalty: 9540.558594
	Iteration 22Q: 3 clusters Score -500279.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -500316.250000 Penalty: 9540.558594
	Iteration 23Q: 3 clusters Score -500316.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -500341.343750 Penalty: 9540.558594
	Iteration 24Q: 3 clusters Score -500341.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -500362.593750 Penalty: 9540.558594
	Iteration 25Q: 3 clusters Score -500362.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -500376.750000 Penalty: 9540.558594
	Iteration 26Q: 3 clusters Score -500376.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -500386.281250 Penalty: 9540.558594
	Iteration 27Q: 3 clusters Score -500386.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -500396.093750 Penalty: 9540.558594
	Iteration 28Q: 3 clusters Score -500396.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -500410.375000 Penalty: 9540.558594
	Iteration 29Q: 3 clusters Score -500410.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -500423.312500 Penalty: 9540.558594
	Iteration 30Q: 3 clusters Score -500423.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -500429.562500 Penalty: 9540.558594
	Iteration 31Q: 3 clusters Score -500429.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -500435.312500 Penalty: 9540.558594
	Iteration 32Q: 3 clusters Score -500435.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -500439.125000 Penalty: 9540.558594
	Iteration 33Q: 3 clusters Score -500439.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -500442.875000 Penalty: 9540.558594
	Iteration 34Q: 3 clusters Score -500442.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -500447.468750 Penalty: 9540.558594
	Iteration 35Q: 3 clusters Score -500447.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -500455.750000 Penalty: 9540.558594
	Iteration 36Q: 3 clusters Score -500455.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -500463.531250 Penalty: 9540.558594
	Iteration 37Q: 3 clusters Score -500463.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -500470.125000 Penalty: 9540.558594
	Iteration 38Q: 3 clusters Score -500470.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -500476.593750 Penalty: 9540.558594
	Iteration 39Q: 3 clusters Score -500476.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -500485.812500 Penalty: 9540.558594
	Iteration 40F: 3 clusters Score -500485.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -500498.125000 Penalty: 9540.558594
	Iteration 41Q: 3 clusters Score -500498.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -500507.906250 Penalty: 9540.558594
	Iteration 42Q: 3 clusters Score -500507.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -500519.250000 Penalty: 9540.558594
	Iteration 43Q: 3 clusters Score -500519.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -500532.156250 Penalty: 9540.558594
	Iteration 44Q: 3 clusters Score -500532.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -500539.343750 Penalty: 9540.558594
	Iteration 45Q: 3 clusters Score -500539.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -500547.343750 Penalty: 9540.558594
	Iteration 46Q: 3 clusters Score -500547.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -500553.156250 Penalty: 9540.558594
	Iteration 47Q: 3 clusters Score -500553.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -500558.531250 Penalty: 9540.558594
	Iteration 48Q: 3 clusters Score -500558.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -500568.125000 Penalty: 9540.558594
	Iteration 49Q: 3 clusters Score -500568.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -500580.218750 Penalty: 9540.558594
	Iteration 50Q: 3 clusters Score -500580.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -500595.750000 Penalty: 9540.558594
	Iteration 51Q: 3 clusters Score -500595.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -500605.000000 Penalty: 9540.558594
	Iteration 52Q: 3 clusters Score -500605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -500617.687500 Penalty: 9540.558594
	Iteration 53Q: 3 clusters Score -500617.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -500634.187500 Penalty: 9540.558594
	Iteration 54Q: 3 clusters Score -500634.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -500646.750000 Penalty: 9540.558594
	Iteration 55Q: 3 clusters Score -500646.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -500653.593750 Penalty: 9540.558594
	Iteration 56Q: 3 clusters Score -500653.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -500661.031250 Penalty: 9540.558594
	Iteration 57Q: 3 clusters Score -500661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -500674.843750 Penalty: 9540.558594
	Iteration 58Q: 3 clusters Score -500674.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -500686.000000 Penalty: 9540.558594
	Iteration 59Q: 3 clusters Score -500686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -500691.406250 Penalty: 9540.558594
	Iteration 60F: 3 clusters Score -500691.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -500706.656250 Penalty: 9540.558594
	Iteration 61Q: 3 clusters Score -500706.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -500723.687500 Penalty: 9540.558594
	Iteration 62Q: 3 clusters Score -500723.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -500731.937500 Penalty: 9540.558594
	Iteration 63Q: 3 clusters Score -500731.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -500735.968750 Penalty: 9540.558594
	Iteration 64Q: 3 clusters Score -500736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -500740.687500 Penalty: 9540.558594
	Iteration 65Q: 3 clusters Score -500740.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -500743.812500 Penalty: 9540.558594
	Iteration 66Q: 3 clusters Score -500743.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -500745.687500 Penalty: 9540.558594
	Iteration 67Q: 3 clusters Score -500745.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -500748.781250 Penalty: 9540.558594
	Iteration 68Q: 3 clusters Score -500748.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -500756.718750 Penalty: 9540.558594
	Iteration 69Q: 3 clusters Score -500756.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -500764.781250 Penalty: 9540.558594
	Iteration 70Q: 3 clusters Score -500764.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -500775.625000 Penalty: 9540.558594
	Iteration 71Q: 3 clusters Score -500775.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -500787.843750 Penalty: 9540.558594
	Iteration 72Q: 3 clusters Score -500787.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -500796.593750 Penalty: 9540.558594
	Iteration 73Q: 3 clusters Score -500796.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -500812.312500 Penalty: 9540.558594
	Iteration 74Q: 3 clusters Score -500812.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -500823.562500 Penalty: 9540.558594
	Iteration 75Q: 3 clusters Score -500823.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -500836.468750 Penalty: 9540.558594
	Iteration 76Q: 3 clusters Score -500836.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -500841.218750 Penalty: 9540.558594
	Iteration 77Q: 3 clusters Score -500841.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -500846.156250 Penalty: 9540.558594
	Iteration 78Q: 3 clusters Score -500846.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -500856.218750 Penalty: 9540.558594
	Iteration 79Q: 3 clusters Score -500856.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -500873.156250 Penalty: 9540.558594
	Iteration 80F: 3 clusters Score -500873.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -500886.937500 Penalty: 9540.558594
	Iteration 81Q: 3 clusters Score -500886.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -500903.062500 Penalty: 9540.558594
	Iteration 82Q: 3 clusters Score -500903.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -500921.500000 Penalty: 9540.558594
	Iteration 83Q: 3 clusters Score -500921.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -500932.281250 Penalty: 9540.558594
	Iteration 84Q: 3 clusters Score -500932.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -500945.968750 Penalty: 9540.558594
	Iteration 85Q: 3 clusters Score -500946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -500952.968750 Penalty: 9540.558594
	Iteration 86Q: 3 clusters Score -500953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -500956.281250 Penalty: 9540.558594
	Iteration 87Q: 3 clusters Score -500956.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -500960.156250 Penalty: 9540.558594
	Iteration 88Q: 3 clusters Score -500960.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -500966.656250 Penalty: 9540.558594
	Iteration 89Q: 3 clusters Score -500966.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -500970.437500 Penalty: 9540.558594
	Iteration 90Q: 3 clusters Score -500970.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -500973.218750 Penalty: 9540.558594
	Iteration 91Q: 3 clusters Score -500973.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -500973.218750 Penalty: 9540.558594
	Iteration 92F: 3 clusters Score -500973.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Entering Unmasked Estep 
Score: -271783.968750 Penalty: 4426.053223
	Iteration 0F: 2 clusters Score -271784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -267345.500000 Penalty: 8852.106445
	Iteration 0F: 3 clusters Score -267345.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -268206.593750 Penalty: 8852.106445
	Iteration 1F: 3 clusters Score -268206.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -269125.906250 Penalty: 8852.106445
	Iteration 2F: 3 clusters Score -269125.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -270846.156250 Penalty: 8852.106445
	Iteration 3F: 3 clusters Score -270846.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -271452.812500 Penalty: 8852.106445
	Iteration 4F: 3 clusters Score -271452.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -271590.437500 Penalty: 8852.106445
	Iteration 5Q: 3 clusters Score -271590.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -271636.625000 Penalty: 8852.106445
	Iteration 6Q: 3 clusters Score -271636.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -271704.843750 Penalty: 8852.106445
	Iteration 7Q: 3 clusters Score -271704.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -271716.906250 Penalty: 8852.106445
	Iteration 8Q: 3 clusters Score -271716.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -271720.000000 Penalty: 8852.106445
	Iteration 9Q: 3 clusters Score -271720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -271727.437500 Penalty: 8852.106445
	Iteration 10Q: 3 clusters Score -271727.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -271730.281250 Penalty: 8852.106445
	Iteration 11Q: 3 clusters Score -271730.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -271730.281250 Penalty: 8852.106445
	Iteration 12F: 3 clusters Score -271730.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (129257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129257 members 
Entering Unmasked Estep 
Score: -28863490.000000 Penalty: 7208.854004
	Iteration 0F: 2 clusters Score -2.886349e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64814 members 
Mstep: Class 2 contains 64443 members 
Entering Unmasked Estep 
Score: -28777462.000000 Penalty: 14417.708008
	Iteration 0F: 3 clusters Score -2.877746e+07 nChanged 59623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66671 members 
Mstep: Class 2 contains 62586 members 
Entering Unmasked Estep 
Score: -28810836.000000 Penalty: 14417.708008
	Iteration 1F: 3 clusters Score -2.881084e+07 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68240 members 
Mstep: Class 2 contains 61017 members 
Entering Unmasked Estep 
Score: -28812896.000000 Penalty: 14417.708008
	Iteration 2Q: 3 clusters Score -2.88129e+07 nChanged 6248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70614 members 
Mstep: Class 2 contains 58643 members 
Entering Unmasked Estep 
Score: -28815650.000000 Penalty: 14417.708008
	Iteration 3Q: 3 clusters Score -2.881565e+07 nChanged 7206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74210 members 
Mstep: Class 2 contains 55047 members 
Entering Unmasked Estep 
Score: -28819252.000000 Penalty: 14417.708008
	Iteration 4F: 3 clusters Score -2.881925e+07 nChanged 8305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79147 members 
Mstep: Class 2 contains 50110 members 
Entering Unmasked Estep 
Score: -28824338.000000 Penalty: 14417.708008
	Iteration 5F: 3 clusters Score -2.882434e+07 nChanged 9004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85339 members 
Mstep: Class 2 contains 43918 members 
Entering Unmasked Estep 
Score: -28829594.000000 Penalty: 14417.708008
	Iteration 6F: 3 clusters Score -2.882959e+07 nChanged 8739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92184 members 
Mstep: Class 2 contains 37073 members 
Entering Unmasked Estep 
Score: -28834930.000000 Penalty: 14417.708008
	Iteration 7F: 3 clusters Score -2.883493e+07 nChanged 7605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98887 members 
Mstep: Class 2 contains 30370 members 
Entering Unmasked Estep 
Score: -28839556.000000 Penalty: 14417.708008
	Iteration 8F: 3 clusters Score -2.883956e+07 nChanged 6586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105233 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -28843702.000000 Penalty: 14417.708008
	Iteration 9F: 3 clusters Score -2.88437e+07 nChanged 5721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110910 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -28847396.000000 Penalty: 14417.708008
	Iteration 10Q: 3 clusters Score -2.88474e+07 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115651 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -28850400.000000 Penalty: 14417.708008
	Iteration 11Q: 3 clusters Score -2.88504e+07 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119240 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -28852576.000000 Penalty: 14417.708008
	Iteration 12Q: 3 clusters Score -2.885258e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121723 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -28854240.000000 Penalty: 14417.708008
	Iteration 13Q: 3 clusters Score -2.885424e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123415 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -28855316.000000 Penalty: 14417.708008
	Iteration 14Q: 3 clusters Score -2.885532e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124499 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -28855930.000000 Penalty: 14417.708008
	Iteration 15Q: 3 clusters Score -2.885593e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125227 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -28856300.000000 Penalty: 14417.708008
	Iteration 16Q: 3 clusters Score -2.88563e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125747 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -28856598.000000 Penalty: 14417.708008
	Iteration 17Q: 3 clusters Score -2.88566e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126128 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -28856834.000000 Penalty: 14417.708008
	Iteration 18Q: 3 clusters Score -2.885683e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126410 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -28856936.000000 Penalty: 14417.708008
	Iteration 19Q: 3 clusters Score -2.885694e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126622 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -28857056.000000 Penalty: 14417.708008
	Iteration 20F: 3 clusters Score -2.885706e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126769 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -28857152.000000 Penalty: 14417.708008
	Iteration 21Q: 3 clusters Score -2.885715e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126876 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -28857206.000000 Penalty: 14417.708008
	Iteration 22Q: 3 clusters Score -2.885721e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126944 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -28857214.000000 Penalty: 14417.708008
	Iteration 23Q: 3 clusters Score -2.885721e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127005 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -28857256.000000 Penalty: 14417.708008
	Iteration 24Q: 3 clusters Score -2.885726e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127064 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -28857324.000000 Penalty: 14417.708008
	Iteration 25Q: 3 clusters Score -2.885732e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127119 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -28857358.000000 Penalty: 14417.708008
	Iteration 26Q: 3 clusters Score -2.885736e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127159 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -28857370.000000 Penalty: 14417.708008
	Iteration 27Q: 3 clusters Score -2.885737e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127199 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -28857400.000000 Penalty: 14417.708008
	Iteration 28Q: 3 clusters Score -2.88574e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127228 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -28857426.000000 Penalty: 14417.708008
	Iteration 29Q: 3 clusters Score -2.885743e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127250 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -28857408.000000 Penalty: 14417.708008
	Iteration 30Q: 3 clusters Score -2.885741e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127264 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -28857412.000000 Penalty: 14417.708008
	Iteration 31Q: 3 clusters Score -2.885741e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127279 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -28857424.000000 Penalty: 14417.708008
	Iteration 32Q: 3 clusters Score -2.885742e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127297 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -28857470.000000 Penalty: 14417.708008
	Iteration 33Q: 3 clusters Score -2.885747e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127311 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -28857444.000000 Penalty: 14417.708008
	Iteration 34Q: 3 clusters Score -2.885744e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127330 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -28857458.000000 Penalty: 14417.708008
	Iteration 35Q: 3 clusters Score -2.885746e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127342 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -28857464.000000 Penalty: 14417.708008
	Iteration 36Q: 3 clusters Score -2.885746e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127347 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -28857494.000000 Penalty: 14417.708008
	Iteration 37Q: 3 clusters Score -2.885749e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127355 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -28857480.000000 Penalty: 14417.708008
	Iteration 38Q: 3 clusters Score -2.885748e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127360 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -28857462.000000 Penalty: 14417.708008
	Iteration 39Q: 3 clusters Score -2.885746e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127359 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -28857456.000000 Penalty: 14417.708008
	Iteration 40F: 3 clusters Score -2.885746e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127362 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -28857456.000000 Penalty: 14417.708008
	Iteration 41Q: 3 clusters Score -2.885746e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127370 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -28857470.000000 Penalty: 14417.708008
	Iteration 42Q: 3 clusters Score -2.885747e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127376 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -28857450.000000 Penalty: 14417.708008
	Iteration 43Q: 3 clusters Score -2.885745e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127381 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -28857472.000000 Penalty: 14417.708008
	Iteration 44Q: 3 clusters Score -2.885747e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127385 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -28857472.000000 Penalty: 14417.708008
	Iteration 45Q: 3 clusters Score -2.885747e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127387 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -28857464.000000 Penalty: 14417.708008
	Iteration 46Q: 3 clusters Score -2.885746e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127390 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -28857476.000000 Penalty: 14417.708008
	Iteration 47Q: 3 clusters Score -2.885748e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127392 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -28857484.000000 Penalty: 14417.708008
	Iteration 48Q: 3 clusters Score -2.885748e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127393 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -28857508.000000 Penalty: 14417.708008
	Iteration 49Q: 3 clusters Score -2.885751e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127393 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -28857508.000000 Penalty: 14417.708008
	Iteration 50F: 3 clusters Score -2.885751e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (56189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56189 members 
Entering Unmasked Estep 
Score: -12435484.000000 Penalty: 6698.591797
	Iteration 0F: 2 clusters Score -1.243548e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28430 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -12395813.000000 Penalty: 13397.183594
	Iteration 0F: 3 clusters Score -1.239581e+07 nChanged 24939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29925 members 
Mstep: Class 2 contains 26264 members 
Entering Unmasked Estep 
Score: -12410491.000000 Penalty: 13397.183594
	Iteration 1F: 3 clusters Score -1.241049e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30523 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -12413412.000000 Penalty: 13397.183594
	Iteration 2F: 3 clusters Score -1.241341e+07 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30970 members 
Mstep: Class 2 contains 25219 members 
Entering Unmasked Estep 
Score: -12417757.000000 Penalty: 13397.183594
	Iteration 3F: 3 clusters Score -1.241776e+07 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30955 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -12424141.000000 Penalty: 13397.183594
	Iteration 4F: 3 clusters Score -1.242414e+07 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30016 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -12430431.000000 Penalty: 13397.183594
	Iteration 5F: 3 clusters Score -1.243043e+07 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 28354 members 
Entering Unmasked Estep 
Score: -12434831.000000 Penalty: 13397.183594
	Iteration 6F: 3 clusters Score -1.243483e+07 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 31032 members 
Entering Unmasked Estep 
Score: -12438089.000000 Penalty: 13397.183594
	Iteration 7F: 3 clusters Score -1.243809e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 33646 members 
Entering Unmasked Estep 
Score: -12441022.000000 Penalty: 13397.183594
	Iteration 8F: 3 clusters Score -1.244102e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 35987 members 
Entering Unmasked Estep 
Score: -12443667.000000 Penalty: 13397.183594
	Iteration 9Q: 3 clusters Score -1.244367e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 37934 members 
Entering Unmasked Estep 
Score: -12445794.000000 Penalty: 13397.183594
	Iteration 10Q: 3 clusters Score -1.244579e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 39379 members 
Entering Unmasked Estep 
Score: -12447240.000000 Penalty: 13397.183594
	Iteration 11Q: 3 clusters Score -1.244724e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 40356 members 
Entering Unmasked Estep 
Score: -12448006.000000 Penalty: 13397.183594
	Iteration 12Q: 3 clusters Score -1.244801e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 40991 members 
Entering Unmasked Estep 
Score: -12448306.000000 Penalty: 13397.183594
	Iteration 13Q: 3 clusters Score -1.244831e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 41439 members 
Entering Unmasked Estep 
Score: -12448430.000000 Penalty: 13397.183594
	Iteration 14Q: 3 clusters Score -1.244843e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 41764 members 
Entering Unmasked Estep 
Score: -12448582.000000 Penalty: 13397.183594
	Iteration 15Q: 3 clusters Score -1.244858e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 42041 members 
Entering Unmasked Estep 
Score: -12448657.000000 Penalty: 13397.183594
	Iteration 16Q: 3 clusters Score -1.244866e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 42257 members 
Entering Unmasked Estep 
Score: -12448729.000000 Penalty: 13397.183594
	Iteration 17Q: 3 clusters Score -1.244873e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 42431 members 
Entering Unmasked Estep 
Score: -12448759.000000 Penalty: 13397.183594
	Iteration 18Q: 3 clusters Score -1.244876e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 42590 members 
Entering Unmasked Estep 
Score: -12448804.000000 Penalty: 13397.183594
	Iteration 19Q: 3 clusters Score -1.24488e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 42720 members 
Entering Unmasked Estep 
Score: -12448819.000000 Penalty: 13397.183594
	Iteration 20F: 3 clusters Score -1.244882e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 42822 members 
Entering Unmasked Estep 
Score: -12448861.000000 Penalty: 13397.183594
	Iteration 21Q: 3 clusters Score -1.244886e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 42899 members 
Entering Unmasked Estep 
Score: -12448845.000000 Penalty: 13397.183594
	Iteration 22Q: 3 clusters Score -1.244884e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 42971 members 
Entering Unmasked Estep 
Score: -12448836.000000 Penalty: 13397.183594
	Iteration 23Q: 3 clusters Score -1.244884e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 43034 members 
Entering Unmasked Estep 
Score: -12448853.000000 Penalty: 13397.183594
	Iteration 24Q: 3 clusters Score -1.244885e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 43097 members 
Entering Unmasked Estep 
Score: -12448856.000000 Penalty: 13397.183594
	Iteration 25Q: 3 clusters Score -1.244886e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 43142 members 
Entering Unmasked Estep 
Score: -12448875.000000 Penalty: 13397.183594
	Iteration 26Q: 3 clusters Score -1.244888e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 43179 members 
Entering Unmasked Estep 
Score: -12448895.000000 Penalty: 13397.183594
	Iteration 27Q: 3 clusters Score -1.24489e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 43209 members 
Entering Unmasked Estep 
Score: -12448900.000000 Penalty: 13397.183594
	Iteration 28Q: 3 clusters Score -1.24489e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 43228 members 
Entering Unmasked Estep 
Score: -12448876.000000 Penalty: 13397.183594
	Iteration 29Q: 3 clusters Score -1.244888e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 43248 members 
Entering Unmasked Estep 
Score: -12448902.000000 Penalty: 13397.183594
	Iteration 30Q: 3 clusters Score -1.24489e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 43266 members 
Entering Unmasked Estep 
Score: -12448893.000000 Penalty: 13397.183594
	Iteration 31Q: 3 clusters Score -1.244889e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 43277 members 
Entering Unmasked Estep 
Score: -12448897.000000 Penalty: 13397.183594
	Iteration 32Q: 3 clusters Score -1.24489e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 43285 members 
Entering Unmasked Estep 
Score: -12448895.000000 Penalty: 13397.183594
	Iteration 33Q: 3 clusters Score -1.24489e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 43293 members 
Entering Unmasked Estep 
Score: -12448918.000000 Penalty: 13397.183594
	Iteration 34Q: 3 clusters Score -1.244892e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 43296 members 
Entering Unmasked Estep 
Score: -12448920.000000 Penalty: 13397.183594
	Iteration 35Q: 3 clusters Score -1.244892e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 43300 members 
Entering Unmasked Estep 
Score: -12448911.000000 Penalty: 13397.183594
	Iteration 36Q: 3 clusters Score -1.244891e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 43300 members 
Entering Unmasked Estep 
Score: -12448911.000000 Penalty: 13397.183594
	Iteration 37F: 3 clusters Score -1.244891e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 37761 members 
Mstep: Class 3 contains 3343 members 
Mstep: Class 4 contains 11283 members 
Mstep: Class 5 contains 2605 members 
Mstep: Class 6 contains 9336 members 
Mstep: Class 7 contains 28194 members 
Mstep: Class 8 contains 146869 members 
Mstep: Class 9 contains 9399 members 
Mstep: Class 10 contains 1014 members 
Mstep: Class 11 contains 69567 members 
Mstep: Class 12 contains 2412 members 
Mstep: Class 13 contains 1375 members 
Mstep: Class 14 contains 129257 members 
Mstep: Class 15 contains 12889 members 
Mstep: Class 16 contains 1284 members 
Mstep: Class 17 contains 25789 members 
Mstep: Class 18 contains 48649 members 
Mstep: Class 19 contains 14383 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 65538 members 
Mstep: Class 22 contains 5123 members 
Mstep: Class 23 contains 31755 members 
Mstep: Class 24 contains 43300 members 
Entering Unmasked Estep 
Score: -157210640.000000 Penalty: 198209.984375
Splitting cluster 15 changes total score from -157193552.000000 to -157210640.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 16 (1284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Entering Unmasked Estep 
Score: -255053.171875 Penalty: 4384.112793
	Iteration 0F: 2 clusters Score -255053.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -250798.265625 Penalty: 8768.225586
	Iteration 0F: 3 clusters Score -250798.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -251444.515625 Penalty: 8768.225586
	Iteration 1F: 3 clusters Score -251444.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -251769.765625 Penalty: 8768.225586
	Iteration 2F: 3 clusters Score -251769.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -252123.015625 Penalty: 8768.225586
	Iteration 3F: 3 clusters Score -252123 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -252467.718750 Penalty: 8768.225586
	Iteration 4Q: 3 clusters Score -252467.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -252788.765625 Penalty: 8768.225586
	Iteration 5Q: 3 clusters Score -252788.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -252996.187500 Penalty: 8768.225586
	Iteration 6Q: 3 clusters Score -252996.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -253170.453125 Penalty: 8768.225586
	Iteration 7Q: 3 clusters Score -253170.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -253315.421875 Penalty: 8768.225586
	Iteration 8Q: 3 clusters Score -253315.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -253609.328125 Penalty: 8768.225586
	Iteration 9Q: 3 clusters Score -253609.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -253781.078125 Penalty: 8768.225586
	Iteration 10Q: 3 clusters Score -253781.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -253861.390625 Penalty: 8768.225586
	Iteration 11Q: 3 clusters Score -253861.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -253917.609375 Penalty: 8768.225586
	Iteration 12Q: 3 clusters Score -253917.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -253935.500000 Penalty: 8768.225586
	Iteration 13Q: 3 clusters Score -253935.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -253944.828125 Penalty: 8768.225586
	Iteration 14Q: 3 clusters Score -253944.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -253950.593750 Penalty: 8768.225586
	Iteration 15Q: 3 clusters Score -253950.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -253956.140625 Penalty: 8768.225586
	Iteration 16Q: 3 clusters Score -253956.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -253958.093750 Penalty: 8768.225586
	Iteration 17Q: 3 clusters Score -253958.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -253961.921875 Penalty: 8768.225586
	Iteration 18Q: 3 clusters Score -253961.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -253965.296875 Penalty: 8768.225586
	Iteration 19Q: 3 clusters Score -253965.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -253986.359375 Penalty: 8768.225586
	Iteration 20F: 3 clusters Score -253986.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -254122.703125 Penalty: 8768.225586
	Iteration 21Q: 3 clusters Score -254122.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -254145.468750 Penalty: 8768.225586
	Iteration 22Q: 3 clusters Score -254145.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -254164.406250 Penalty: 8768.225586
	Iteration 23Q: 3 clusters Score -254164.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -254172.390625 Penalty: 8768.225586
	Iteration 24Q: 3 clusters Score -254172.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -254174.265625 Penalty: 8768.225586
	Iteration 25Q: 3 clusters Score -254174.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -254174.265625 Penalty: 8768.225586
	Iteration 26F: 3 clusters Score -254174.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Entering Unmasked Estep 
Score: -5508709.500000 Penalty: 6221.593262
	Iteration 0F: 2 clusters Score -5508710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -5488526.500000 Penalty: 12443.186523
	Iteration 0F: 3 clusters Score -5488526 nChanged 10805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -5494657.500000 Penalty: 12443.186523
	Iteration 1F: 3 clusters Score -5494658 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -5495983.500000 Penalty: 12443.186523
	Iteration 2F: 3 clusters Score -5495984 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -5497456.000000 Penalty: 12443.186523
	Iteration 3F: 3 clusters Score -5497456 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -5499026.500000 Penalty: 12443.186523
	Iteration 4F: 3 clusters Score -5499026 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -5500608.000000 Penalty: 12443.186523
	Iteration 5F: 3 clusters Score -5500608 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -5502126.500000 Penalty: 12443.186523
	Iteration 6F: 3 clusters Score -5502126 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -5503298.500000 Penalty: 12443.186523
	Iteration 7F: 3 clusters Score -5503298 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -5504099.000000 Penalty: 12443.186523
	Iteration 8Q: 3 clusters Score -5504099 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -5504640.000000 Penalty: 12443.186523
	Iteration 9Q: 3 clusters Score -5504640 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -5504938.500000 Penalty: 12443.186523
	Iteration 10Q: 3 clusters Score -5504938 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -5505109.500000 Penalty: 12443.186523
	Iteration 11Q: 3 clusters Score -5505110 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -5505261.000000 Penalty: 12443.186523
	Iteration 12Q: 3 clusters Score -5505261 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -5505387.500000 Penalty: 12443.186523
	Iteration 13Q: 3 clusters Score -5505388 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -5505498.500000 Penalty: 12443.186523
	Iteration 14Q: 3 clusters Score -5505498 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -5505589.500000 Penalty: 12443.186523
	Iteration 15Q: 3 clusters Score -5505590 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -5505635.000000 Penalty: 12443.186523
	Iteration 16Q: 3 clusters Score -5505635 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -5505658.000000 Penalty: 12443.186523
	Iteration 17Q: 3 clusters Score -5505658 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -5505685.500000 Penalty: 12443.186523
	Iteration 18Q: 3 clusters Score -5505686 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -5505749.500000 Penalty: 12443.186523
	Iteration 19Q: 3 clusters Score -5505750 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -5505763.500000 Penalty: 12443.186523
	Iteration 20F: 3 clusters Score -5505764 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -5505815.500000 Penalty: 12443.186523
	Iteration 21Q: 3 clusters Score -5505816 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -5505843.000000 Penalty: 12443.186523
	Iteration 22Q: 3 clusters Score -5505843 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -5505848.000000 Penalty: 12443.186523
	Iteration 23Q: 3 clusters Score -5505848 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -5505879.000000 Penalty: 12443.186523
	Iteration 24Q: 3 clusters Score -5505879 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -5505909.000000 Penalty: 12443.186523
	Iteration 25Q: 3 clusters Score -5505909 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -5505928.500000 Penalty: 12443.186523
	Iteration 26Q: 3 clusters Score -5505928 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -5505935.000000 Penalty: 12443.186523
	Iteration 27Q: 3 clusters Score -5505935 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -5505946.000000 Penalty: 12443.186523
	Iteration 28Q: 3 clusters Score -5505946 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -5505954.500000 Penalty: 12443.186523
	Iteration 29Q: 3 clusters Score -5505954 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -5505955.000000 Penalty: 12443.186523
	Iteration 30Q: 3 clusters Score -5505955 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -5505979.500000 Penalty: 12443.186523
	Iteration 31Q: 3 clusters Score -5505980 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -5505995.000000 Penalty: 12443.186523
	Iteration 32Q: 3 clusters Score -5505995 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -5505992.000000 Penalty: 12443.186523
	Iteration 33Q: 3 clusters Score -5505992 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -5505997.000000 Penalty: 12443.186523
	Iteration 34Q: 3 clusters Score -5505997 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -5506012.000000 Penalty: 12443.186523
	Iteration 35Q: 3 clusters Score -5506012 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -5506014.500000 Penalty: 12443.186523
	Iteration 36Q: 3 clusters Score -5506014 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -5506025.000000 Penalty: 12443.186523
	Iteration 37Q: 3 clusters Score -5506025 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -5506025.500000 Penalty: 12443.186523
	Iteration 38Q: 3 clusters Score -5506026 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -5506037.000000 Penalty: 12443.186523
	Iteration 39Q: 3 clusters Score -5506037 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -5506048.500000 Penalty: 12443.186523
	Iteration 40F: 3 clusters Score -5506048 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -5506061.000000 Penalty: 12443.186523
	Iteration 41Q: 3 clusters Score -5506061 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -5506069.500000 Penalty: 12443.186523
	Iteration 42Q: 3 clusters Score -5506070 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -5506092.500000 Penalty: 12443.186523
	Iteration 43Q: 3 clusters Score -5506092 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -5506109.500000 Penalty: 12443.186523
	Iteration 44Q: 3 clusters Score -5506110 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -5506101.000000 Penalty: 12443.186523
	Iteration 45Q: 3 clusters Score -5506101 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -5506124.500000 Penalty: 12443.186523
	Iteration 46Q: 3 clusters Score -5506124 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -5506130.000000 Penalty: 12443.186523
	Iteration 47Q: 3 clusters Score -5506130 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -5506138.500000 Penalty: 12443.186523
	Iteration 48Q: 3 clusters Score -5506138 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -5506152.000000 Penalty: 12443.186523
	Iteration 49Q: 3 clusters Score -5506152 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -5506157.000000 Penalty: 12443.186523
	Iteration 50Q: 3 clusters Score -5506157 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -5506162.000000 Penalty: 12443.186523
	Iteration 51Q: 3 clusters Score -5506162 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -5506164.000000 Penalty: 12443.186523
	Iteration 52Q: 3 clusters Score -5506164 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -5506180.500000 Penalty: 12443.186523
	Iteration 53Q: 3 clusters Score -5506180 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -5506187.000000 Penalty: 12443.186523
	Iteration 54Q: 3 clusters Score -5506187 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -5506199.000000 Penalty: 12443.186523
	Iteration 55Q: 3 clusters Score -5506199 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -5506203.000000 Penalty: 12443.186523
	Iteration 56Q: 3 clusters Score -5506203 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -5506209.000000 Penalty: 12443.186523
	Iteration 57Q: 3 clusters Score -5506209 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -5506212.500000 Penalty: 12443.186523
	Iteration 58Q: 3 clusters Score -5506212 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -5506206.500000 Penalty: 12443.186523
	Iteration 59Q: 3 clusters Score -5506206 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -5506219.000000 Penalty: 12443.186523
	Iteration 60F: 3 clusters Score -5506219 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -5506220.500000 Penalty: 12443.186523
	Iteration 61Q: 3 clusters Score -5506220 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -5506220.500000 Penalty: 12443.186523
	Iteration 62Q: 3 clusters Score -5506220 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -5506217.500000 Penalty: 12443.186523
	Iteration 63Q: 3 clusters Score -5506218 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -5506217.000000 Penalty: 12443.186523
	Iteration 64Q: 3 clusters Score -5506217 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -5506228.000000 Penalty: 12443.186523
	Iteration 65Q: 3 clusters Score -5506228 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -5506263.000000 Penalty: 12443.186523
	Iteration 66Q: 3 clusters Score -5506263 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -5506264.500000 Penalty: 12443.186523
	Iteration 67Q: 3 clusters Score -5506264 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -5506276.500000 Penalty: 12443.186523
	Iteration 68Q: 3 clusters Score -5506276 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -5506278.500000 Penalty: 12443.186523
	Iteration 69Q: 3 clusters Score -5506278 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -5506274.000000 Penalty: 12443.186523
	Iteration 70Q: 3 clusters Score -5506274 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -5506293.500000 Penalty: 12443.186523
	Iteration 71Q: 3 clusters Score -5506294 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -5506299.500000 Penalty: 12443.186523
	Iteration 72Q: 3 clusters Score -5506300 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -5506302.000000 Penalty: 12443.186523
	Iteration 73Q: 3 clusters Score -5506302 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -5506304.000000 Penalty: 12443.186523
	Iteration 74Q: 3 clusters Score -5506304 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -5506305.500000 Penalty: 12443.186523
	Iteration 75Q: 3 clusters Score -5506306 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -5506304.000000 Penalty: 12443.186523
	Iteration 76Q: 3 clusters Score -5506304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -5506298.500000 Penalty: 12443.186523
	Iteration 77Q: 3 clusters Score -5506298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -5506312.500000 Penalty: 12443.186523
	Iteration 78Q: 3 clusters Score -5506312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -5506305.000000 Penalty: 12443.186523
	Iteration 79Q: 3 clusters Score -5506305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -5506319.000000 Penalty: 12443.186523
	Iteration 80F: 3 clusters Score -5506319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -5506318.000000 Penalty: 12443.186523
	Iteration 81Q: 3 clusters Score -5506318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -5506315.000000 Penalty: 12443.186523
	Iteration 82Q: 3 clusters Score -5506315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -5506314.500000 Penalty: 12443.186523
	Iteration 83Q: 3 clusters Score -5506314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -5506316.500000 Penalty: 12443.186523
	Iteration 84Q: 3 clusters Score -5506316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -5506321.000000 Penalty: 12443.186523
	Iteration 85Q: 3 clusters Score -5506321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -5506320.500000 Penalty: 12443.186523
	Iteration 86Q: 3 clusters Score -5506320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -5506319.500000 Penalty: 12443.186523
	Iteration 87Q: 3 clusters Score -5506320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -5506310.500000 Penalty: 12443.186523
	Iteration 88Q: 3 clusters Score -5506310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -5506319.500000 Penalty: 12443.186523
	Iteration 89Q: 3 clusters Score -5506320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -5506324.500000 Penalty: 12443.186523
	Iteration 90Q: 3 clusters Score -5506324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -5506327.500000 Penalty: 12443.186523
	Iteration 91Q: 3 clusters Score -5506328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -5506324.000000 Penalty: 12443.186523
	Iteration 92Q: 3 clusters Score -5506324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -5506326.500000 Penalty: 12443.186523
	Iteration 93Q: 3 clusters Score -5506326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -5506322.000000 Penalty: 12443.186523
	Iteration 94Q: 3 clusters Score -5506322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -5506311.000000 Penalty: 12443.186523
	Iteration 95Q: 3 clusters Score -5506311 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -5506321.500000 Penalty: 12443.186523
	Iteration 96Q: 3 clusters Score -5506322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -5506318.000000 Penalty: 12443.186523
	Iteration 97Q: 3 clusters Score -5506318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -5506321.500000 Penalty: 12443.186523
	Iteration 98Q: 3 clusters Score -5506322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -5506319.500000 Penalty: 12443.186523
	Iteration 99Q: 3 clusters Score -5506320 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -5506330.500000 Penalty: 12443.186523
	Iteration 100F: 3 clusters Score -5506330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -5506327.500000 Penalty: 12443.186523
	Iteration 101Q: 3 clusters Score -5506328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -5506320.000000 Penalty: 12443.186523
	Iteration 102Q: 3 clusters Score -5506320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -5506320.000000 Penalty: 12443.186523
	Iteration 103Q: 3 clusters Score -5506320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -5506321.500000 Penalty: 12443.186523
	Iteration 104Q: 3 clusters Score -5506322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -5506319.000000 Penalty: 12443.186523
	Iteration 105Q: 3 clusters Score -5506319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -5506335.000000 Penalty: 12443.186523
	Iteration 106Q: 3 clusters Score -5506335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -5506343.000000 Penalty: 12443.186523
	Iteration 107Q: 3 clusters Score -5506343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -5506347.000000 Penalty: 12443.186523
	Iteration 108Q: 3 clusters Score -5506347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -5506339.500000 Penalty: 12443.186523
	Iteration 109Q: 3 clusters Score -5506340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -5506338.500000 Penalty: 12443.186523
	Iteration 110Q: 3 clusters Score -5506338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -5506340.000000 Penalty: 12443.186523
	Iteration 111Q: 3 clusters Score -5506340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -5506333.500000 Penalty: 12443.186523
	Iteration 112Q: 3 clusters Score -5506334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -5506340.000000 Penalty: 12443.186523
	Iteration 113Q: 3 clusters Score -5506340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -5506341.500000 Penalty: 12443.186523
	Iteration 114Q: 3 clusters Score -5506342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -5506350.000000 Penalty: 12443.186523
	Iteration 115Q: 3 clusters Score -5506350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -5506348.000000 Penalty: 12443.186523
	Iteration 116Q: 3 clusters Score -5506348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -5506350.000000 Penalty: 12443.186523
	Iteration 117Q: 3 clusters Score -5506350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -5506350.000000 Penalty: 12443.186523
	Iteration 118Q: 3 clusters Score -5506350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -5506343.500000 Penalty: 12443.186523
	Iteration 119Q: 3 clusters Score -5506344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -5506346.000000 Penalty: 12443.186523
	Iteration 120F: 3 clusters Score -5506346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -5506336.000000 Penalty: 12443.186523
	Iteration 121Q: 3 clusters Score -5506336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -5506336.500000 Penalty: 12443.186523
	Iteration 122Q: 3 clusters Score -5506336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -5506347.500000 Penalty: 12443.186523
	Iteration 123Q: 3 clusters Score -5506348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -5506344.000000 Penalty: 12443.186523
	Iteration 124Q: 3 clusters Score -5506344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -5506335.000000 Penalty: 12443.186523
	Iteration 125Q: 3 clusters Score -5506335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -5506335.000000 Penalty: 12443.186523
	Iteration 126F: 3 clusters Score -5506335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (48649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48649 members 
Entering Unmasked Estep 
Score: -10896250.000000 Penalty: 6610.336914
	Iteration 0F: 2 clusters Score -1.089625e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -10861300.000000 Penalty: 13220.673828
	Iteration 0F: 3 clusters Score -1.08613e+07 nChanged 21387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -10872658.000000 Penalty: 13220.673828
	Iteration 1F: 3 clusters Score -1.087266e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -10873663.000000 Penalty: 13220.673828
	Iteration 2F: 3 clusters Score -1.087366e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -10874433.000000 Penalty: 13220.673828
	Iteration 3Q: 3 clusters Score -1.087443e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -10875470.000000 Penalty: 13220.673828
	Iteration 4Q: 3 clusters Score -1.087547e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -10876490.000000 Penalty: 13220.673828
	Iteration 5Q: 3 clusters Score -1.087649e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24244 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -10877609.000000 Penalty: 13220.673828
	Iteration 6Q: 3 clusters Score -1.087761e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -10879126.000000 Penalty: 13220.673828
	Iteration 7Q: 3 clusters Score -1.087913e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -10880952.000000 Penalty: 13220.673828
	Iteration 8F: 3 clusters Score -1.088095e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -10882985.000000 Penalty: 13220.673828
	Iteration 9F: 3 clusters Score -1.088298e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -10885016.000000 Penalty: 13220.673828
	Iteration 10F: 3 clusters Score -1.088502e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26617 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -10886854.000000 Penalty: 13220.673828
	Iteration 11F: 3 clusters Score -1.088685e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27754 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -10888454.000000 Penalty: 13220.673828
	Iteration 12Q: 3 clusters Score -1.088845e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -10889779.000000 Penalty: 13220.673828
	Iteration 13Q: 3 clusters Score -1.088978e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -10890682.000000 Penalty: 13220.673828
	Iteration 14Q: 3 clusters Score -1.089068e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31131 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -10891446.000000 Penalty: 13220.673828
	Iteration 15Q: 3 clusters Score -1.089145e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32117 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -10892116.000000 Penalty: 13220.673828
	Iteration 16Q: 3 clusters Score -1.089212e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -10892724.000000 Penalty: 13220.673828
	Iteration 17Q: 3 clusters Score -1.089272e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33847 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -10893195.000000 Penalty: 13220.673828
	Iteration 18Q: 3 clusters Score -1.08932e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34581 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -10893666.000000 Penalty: 13220.673828
	Iteration 19Q: 3 clusters Score -1.089367e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35233 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -10893943.000000 Penalty: 13220.673828
	Iteration 20F: 3 clusters Score -1.089394e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -10894266.000000 Penalty: 13220.673828
	Iteration 21Q: 3 clusters Score -1.089427e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36288 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -10894521.000000 Penalty: 13220.673828
	Iteration 22Q: 3 clusters Score -1.089452e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36650 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -10894660.000000 Penalty: 13220.673828
	Iteration 23Q: 3 clusters Score -1.089466e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36938 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -10894736.000000 Penalty: 13220.673828
	Iteration 24Q: 3 clusters Score -1.089474e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37164 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -10894787.000000 Penalty: 13220.673828
	Iteration 25Q: 3 clusters Score -1.089479e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37314 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -10894814.000000 Penalty: 13220.673828
	Iteration 26Q: 3 clusters Score -1.089481e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37423 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -10894816.000000 Penalty: 13220.673828
	Iteration 27Q: 3 clusters Score -1.089482e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37516 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -10894830.000000 Penalty: 13220.673828
	Iteration 28Q: 3 clusters Score -1.089483e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37578 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -10894852.000000 Penalty: 13220.673828
	Iteration 29Q: 3 clusters Score -1.089485e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37615 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -10894853.000000 Penalty: 13220.673828
	Iteration 30Q: 3 clusters Score -1.089485e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37639 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -10894845.000000 Penalty: 13220.673828
	Iteration 31Q: 3 clusters Score -1.089484e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37655 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -10894851.000000 Penalty: 13220.673828
	Iteration 32Q: 3 clusters Score -1.089485e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37675 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -10894869.000000 Penalty: 13220.673828
	Iteration 33Q: 3 clusters Score -1.089487e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37691 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -10894858.000000 Penalty: 13220.673828
	Iteration 34Q: 3 clusters Score -1.089486e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37706 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -10894857.000000 Penalty: 13220.673828
	Iteration 35Q: 3 clusters Score -1.089486e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37715 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -10894857.000000 Penalty: 13220.673828
	Iteration 36Q: 3 clusters Score -1.089486e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37723 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -10894854.000000 Penalty: 13220.673828
	Iteration 37Q: 3 clusters Score -1.089485e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37729 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -10894858.000000 Penalty: 13220.673828
	Iteration 38Q: 3 clusters Score -1.089486e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37735 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -10894856.000000 Penalty: 13220.673828
	Iteration 39Q: 3 clusters Score -1.089486e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37739 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -10894859.000000 Penalty: 13220.673828
	Iteration 40F: 3 clusters Score -1.089486e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37743 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -10894872.000000 Penalty: 13220.673828
	Iteration 41Q: 3 clusters Score -1.089487e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37744 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -10894868.000000 Penalty: 13220.673828
	Iteration 42Q: 3 clusters Score -1.089487e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37746 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -10894874.000000 Penalty: 13220.673828
	Iteration 43Q: 3 clusters Score -1.089487e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37749 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -10894869.000000 Penalty: 13220.673828
	Iteration 44Q: 3 clusters Score -1.089487e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37750 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -10894875.000000 Penalty: 13220.673828
	Iteration 45Q: 3 clusters Score -1.089488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37751 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -10894875.000000 Penalty: 13220.673828
	Iteration 46Q: 3 clusters Score -1.089488e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37751 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -10894875.000000 Penalty: 13220.673828
	Iteration 47F: 3 clusters Score -1.089488e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Entering Unmasked Estep 
Score: -3112732.250000 Penalty: 5863.953613
	Iteration 0F: 2 clusters Score -3112732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -3099661.000000 Penalty: 11727.907227
	Iteration 0F: 3 clusters Score -3099661 nChanged 5628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -3102813.000000 Penalty: 11727.907227
	Iteration 1F: 3 clusters Score -3102813 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -3103414.250000 Penalty: 11727.907227
	Iteration 2F: 3 clusters Score -3103414 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -3103794.750000 Penalty: 11727.907227
	Iteration 3Q: 3 clusters Score -3103795 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -3104092.500000 Penalty: 11727.907227
	Iteration 4Q: 3 clusters Score -3104092 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -3104336.000000 Penalty: 11727.907227
	Iteration 5Q: 3 clusters Score -3104336 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -3104574.750000 Penalty: 11727.907227
	Iteration 6Q: 3 clusters Score -3104575 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -3104785.750000 Penalty: 11727.907227
	Iteration 7Q: 3 clusters Score -3104786 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -3105008.500000 Penalty: 11727.907227
	Iteration 8Q: 3 clusters Score -3105008 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -3105227.000000 Penalty: 11727.907227
	Iteration 9Q: 3 clusters Score -3105227 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -3105436.500000 Penalty: 11727.907227
	Iteration 10Q: 3 clusters Score -3105436 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -3105691.250000 Penalty: 11727.907227
	Iteration 11Q: 3 clusters Score -3105691 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -3105900.250000 Penalty: 11727.907227
	Iteration 12Q: 3 clusters Score -3105900 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -3106112.000000 Penalty: 11727.907227
	Iteration 13Q: 3 clusters Score -3106112 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -3106332.500000 Penalty: 11727.907227
	Iteration 14Q: 3 clusters Score -3106332 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -3106516.750000 Penalty: 11727.907227
	Iteration 15Q: 3 clusters Score -3106517 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -3106682.750000 Penalty: 11727.907227
	Iteration 16Q: 3 clusters Score -3106683 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -3106859.250000 Penalty: 11727.907227
	Iteration 17Q: 3 clusters Score -3106859 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -3107030.750000 Penalty: 11727.907227
	Iteration 18Q: 3 clusters Score -3107031 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -3107193.250000 Penalty: 11727.907227
	Iteration 19Q: 3 clusters Score -3107193 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -3107303.500000 Penalty: 11727.907227
	Iteration 20F: 3 clusters Score -3107304 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -3107395.250000 Penalty: 11727.907227
	Iteration 21Q: 3 clusters Score -3107395 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -3107465.500000 Penalty: 11727.907227
	Iteration 22Q: 3 clusters Score -3107466 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -3107511.750000 Penalty: 11727.907227
	Iteration 23Q: 3 clusters Score -3107512 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -3107560.000000 Penalty: 11727.907227
	Iteration 24Q: 3 clusters Score -3107560 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -3107598.250000 Penalty: 11727.907227
	Iteration 25Q: 3 clusters Score -3107598 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -3107655.250000 Penalty: 11727.907227
	Iteration 26Q: 3 clusters Score -3107655 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -3107683.500000 Penalty: 11727.907227
	Iteration 27Q: 3 clusters Score -3107684 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -3107722.250000 Penalty: 11727.907227
	Iteration 28Q: 3 clusters Score -3107722 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -3107765.750000 Penalty: 11727.907227
	Iteration 29Q: 3 clusters Score -3107766 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -3107788.500000 Penalty: 11727.907227
	Iteration 30Q: 3 clusters Score -3107788 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -3107836.500000 Penalty: 11727.907227
	Iteration 31Q: 3 clusters Score -3107836 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -3107866.750000 Penalty: 11727.907227
	Iteration 32Q: 3 clusters Score -3107867 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -3107896.000000 Penalty: 11727.907227
	Iteration 33Q: 3 clusters Score -3107896 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -3107921.750000 Penalty: 11727.907227
	Iteration 34Q: 3 clusters Score -3107922 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -3107929.500000 Penalty: 11727.907227
	Iteration 35Q: 3 clusters Score -3107930 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -3107971.250000 Penalty: 11727.907227
	Iteration 36Q: 3 clusters Score -3107971 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -3107984.500000 Penalty: 11727.907227
	Iteration 37Q: 3 clusters Score -3107984 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -3108018.750000 Penalty: 11727.907227
	Iteration 38Q: 3 clusters Score -3108019 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -3108048.750000 Penalty: 11727.907227
	Iteration 39Q: 3 clusters Score -3108049 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -3108089.750000 Penalty: 11727.907227
	Iteration 40F: 3 clusters Score -3108090 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -3108105.750000 Penalty: 11727.907227
	Iteration 41Q: 3 clusters Score -3108106 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -3108122.500000 Penalty: 11727.907227
	Iteration 42Q: 3 clusters Score -3108122 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -3108133.500000 Penalty: 11727.907227
	Iteration 43Q: 3 clusters Score -3108134 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -3108148.500000 Penalty: 11727.907227
	Iteration 44Q: 3 clusters Score -3108148 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -3108157.750000 Penalty: 11727.907227
	Iteration 45Q: 3 clusters Score -3108158 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -3108172.000000 Penalty: 11727.907227
	Iteration 46Q: 3 clusters Score -3108172 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3108171 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -3108185.250000 Penalty: 11727.907227
	Iteration 48Q: 3 clusters Score -3108185 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -3108190.250000 Penalty: 11727.907227
	Iteration 49Q: 3 clusters Score -3108190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3108191 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -3108201.750000 Penalty: 11727.907227
	Iteration 51Q: 3 clusters Score -3108202 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3108202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -3108206.000000 Penalty: 11727.907227
	Iteration 53Q: 3 clusters Score -3108206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -3108208.000000 Penalty: 11727.907227
	Iteration 54Q: 3 clusters Score -3108208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3108208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3108209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3108210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -3108215.750000 Penalty: 11727.907227
	Iteration 58Q: 3 clusters Score -3108216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -3108218.000000 Penalty: 11727.907227
	Iteration 59Q: 3 clusters Score -3108218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -3108221.000000 Penalty: 11727.907227
	Iteration 60F: 3 clusters Score -3108221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -3108217.250000 Penalty: 11727.907227
	Iteration 61Q: 3 clusters Score -3108217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3108221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3108223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -3108222.750000 Penalty: 11727.907227
	Iteration 64F: 3 clusters Score -3108223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 37761 members 
Mstep: Class 3 contains 3343 members 
Mstep: Class 4 contains 11283 members 
Mstep: Class 5 contains 2605 members 
Mstep: Class 6 contains 9336 members 
Mstep: Class 7 contains 28194 members 
Mstep: Class 8 contains 146869 members 
Mstep: Class 9 contains 9399 members 
Mstep: Class 10 contains 1014 members 
Mstep: Class 11 contains 69567 members 
Mstep: Class 12 contains 2412 members 
Mstep: Class 13 contains 1375 members 
Mstep: Class 14 contains 129257 members 
Mstep: Class 15 contains 12889 members 
Mstep: Class 16 contains 1284 members 
Mstep: Class 17 contains 25789 members 
Mstep: Class 18 contains 48649 members 
Mstep: Class 19 contains 14383 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 39Q: 25 clusters Score -1.572192e+08 nChanged 12040
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 37526 members 
Mstep: Class 3 contains 3235 members 
Mstep: Class 4 contains 11489 members 
Mstep: Class 5 contains 3404 members 
Mstep: Class 6 contains 10142 members 
Mstep: Class 7 contains 28255 members 
Mstep: Class 8 contains 147056 members 
Mstep: Class 9 contains 9549 members 
Mstep: Class 10 contains 1015 members 
Mstep: Class 11 contains 69436 members 
Mstep: Class 12 contains 2374 members 
Mstep: Class 13 contains 1373 members 
Mstep: Class 14 contains 129450 members 
Mstep: Class 15 contains 14328 members 
Mstep: Class 16 contains 1284 members 
Mstep: Class 17 contains 26359 members 
Mstep: Class 18 contains 49463 members 
Mstep: Class 19 contains 14486 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 63461 members 
Mstep: Class 22 contains 5081 members 
Mstep: Class 23 contains 30335 members 
Mstep: Class 24 contains 41952 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 40F: 25 clusters Score -1.572268e+08 nChanged 9590
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 37263 members 
Mstep: Class 3 contains 3180 members 
Mstep: Class 4 contains 11546 members 
Mstep: Class 5 contains 3810 members 
Mstep: Class 6 contains 10523 members 
Mstep: Class 7 contains 27292 members 
Mstep: Class 8 contains 145800 members 
Mstep: Class 9 contains 9493 members 
Mstep: Class 10 contains 1079 members 
Mstep: Class 11 contains 69333 members 
Mstep: Class 12 contains 2334 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 14 contains 129141 members 
Mstep: Class 15 contains 15013 members 
Mstep: Class 16 contains 1283 members 
Mstep: Class 17 contains 26213 members 
Mstep: Class 18 contains 49625 members 
Mstep: Class 19 contains 14562 members 
Mstep: Class 20 contains 1167 members 
Mstep: Class 21 contains 63404 members 
Mstep: Class 22 contains 5559 members 
Mstep: Class 23 contains 30607 members 
Mstep: Class 24 contains 42839 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 41Q: 25 clusters Score -1.572307e+08 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 36892 members 
Mstep: Class 3 contains 3137 members 
Mstep: Class 4 contains 11612 members 
Mstep: Class 5 contains 4053 members 
Mstep: Class 6 contains 10818 members 
Mstep: Class 7 contains 26605 members 
Mstep: Class 8 contains 145320 members 
Mstep: Class 9 contains 9521 members 
Mstep: Class 10 contains 1055 members 
Mstep: Class 11 contains 69361 members 
Mstep: Class 12 contains 2296 members 
Mstep: Class 13 contains 1367 members 
Mstep: Class 14 contains 129011 members 
Mstep: Class 15 contains 15470 members 
Mstep: Class 16 contains 1286 members 
Mstep: Class 17 contains 26133 members 
Mstep: Class 18 contains 49901 members 
Mstep: Class 19 contains 14657 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63364 members 
Mstep: Class 22 contains 5733 members 
Mstep: Class 23 contains 30510 members 
Mstep: Class 24 contains 43337 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 42Q: 25 clusters Score -1.57233e+08 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 36518 members 
Mstep: Class 3 contains 3109 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 4193 members 
Mstep: Class 6 contains 11065 members 
Mstep: Class 7 contains 26088 members 
Mstep: Class 8 contains 145125 members 
Mstep: Class 9 contains 9581 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 69403 members 
Mstep: Class 12 contains 2254 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 128914 members 
Mstep: Class 15 contains 15782 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 26056 members 
Mstep: Class 18 contains 50152 members 
Mstep: Class 19 contains 14753 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63373 members 
Mstep: Class 22 contains 5811 members 
Mstep: Class 23 contains 30387 members 
Mstep: Class 24 contains 43661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157234464.000000 Penalty: 198209.984375
Iteration 43Q: 25 clusters Score -1.572345e+08 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 36147 members 
Mstep: Class 3 contains 3096 members 
Mstep: Class 4 contains 11709 members 
Mstep: Class 5 contains 4289 members 
Mstep: Class 6 contains 11274 members 
Mstep: Class 7 contains 25644 members 
Mstep: Class 8 contains 145042 members 
Mstep: Class 9 contains 9654 members 
Mstep: Class 10 contains 1031 members 
Mstep: Class 11 contains 69460 members 
Mstep: Class 12 contains 2219 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 128861 members 
Mstep: Class 15 contains 16034 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 25986 members 
Mstep: Class 18 contains 50358 members 
Mstep: Class 19 contains 14834 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63411 members 
Mstep: Class 22 contains 5843 members 
Mstep: Class 23 contains 30243 members 
Mstep: Class 24 contains 43926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157235264.000000 Penalty: 198209.984375
Iteration 44Q: 25 clusters Score -1.572353e+08 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 35779 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 11736 members 
Mstep: Class 5 contains 4359 members 
Mstep: Class 6 contains 11417 members 
Mstep: Class 7 contains 25303 members 
Mstep: Class 8 contains 145095 members 
Mstep: Class 9 contains 9705 members 
Mstep: Class 10 contains 1022 members 
Mstep: Class 11 contains 69492 members 
Mstep: Class 12 contains 2173 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 128808 members 
Mstep: Class 15 contains 16226 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 25902 members 
Mstep: Class 18 contains 50542 members 
Mstep: Class 19 contains 14924 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63468 members 
Mstep: Class 22 contains 5868 members 
Mstep: Class 23 contains 30137 members 
Mstep: Class 24 contains 44109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157235488.000000 Penalty: 198209.984375
Iteration 45Q: 25 clusters Score -1.572355e+08 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 35456 members 
Mstep: Class 3 contains 3080 members 
Mstep: Class 4 contains 11756 members 
Mstep: Class 5 contains 4416 members 
Mstep: Class 6 contains 11534 members 
Mstep: Class 7 contains 24999 members 
Mstep: Class 8 contains 145155 members 
Mstep: Class 9 contains 9760 members 
Mstep: Class 10 contains 1012 members 
Mstep: Class 11 contains 69521 members 
Mstep: Class 12 contains 2134 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 128759 members 
Mstep: Class 15 contains 16354 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 25847 members 
Mstep: Class 18 contains 50708 members 
Mstep: Class 19 contains 14995 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63518 members 
Mstep: Class 22 contains 5878 members 
Mstep: Class 23 contains 30056 members 
Mstep: Class 24 contains 44276 members 
Entering Unmasked Estep 
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Iteration 46Q: 25 clusters Score -1.572361e+08 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 35149 members 
Mstep: Class 3 contains 3080 members 
Mstep: Class 4 contains 11771 members 
Mstep: Class 5 contains 4455 members 
Mstep: Class 6 contains 11617 members 
Mstep: Class 7 contains 24747 members 
Mstep: Class 8 contains 145261 members 
Mstep: Class 9 contains 9832 members 
Mstep: Class 10 contains 1007 members 
Mstep: Class 11 contains 69534 members 
Mstep: Class 12 contains 2106 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 128728 members 
Mstep: Class 15 contains 16462 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 25757 members 
Mstep: Class 18 contains 50847 members 
Mstep: Class 19 contains 15076 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63556 members 
Mstep: Class 22 contains 5885 members 
Mstep: Class 23 contains 29992 members 
Mstep: Class 24 contains 44417 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 47Q: 25 clusters Score -1.572363e+08 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 34843 members 
Mstep: Class 3 contains 3079 members 
Mstep: Class 4 contains 11787 members 
Mstep: Class 5 contains 4484 members 
Mstep: Class 6 contains 11697 members 
Mstep: Class 7 contains 24520 members 
Mstep: Class 8 contains 145369 members 
Mstep: Class 9 contains 9916 members 
Mstep: Class 10 contains 1005 members 
Mstep: Class 11 contains 69567 members 
Mstep: Class 12 contains 2095 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 128695 members 
Mstep: Class 15 contains 16551 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 25661 members 
Mstep: Class 18 contains 51007 members 
Mstep: Class 19 contains 15159 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63569 members 
Mstep: Class 22 contains 5889 members 
Mstep: Class 23 contains 29914 members 
Mstep: Class 24 contains 44527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157236704.000000 Penalty: 198209.984375
Iteration 48Q: 25 clusters Score -1.572367e+08 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 34579 members 
Mstep: Class 3 contains 3079 members 
Mstep: Class 4 contains 11794 members 
Mstep: Class 5 contains 4515 members 
Mstep: Class 6 contains 11765 members 
Mstep: Class 7 contains 24333 members 
Mstep: Class 8 contains 145499 members 
Mstep: Class 9 contains 9995 members 
Mstep: Class 10 contains 1003 members 
Mstep: Class 11 contains 69587 members 
Mstep: Class 12 contains 2086 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 128655 members 
Mstep: Class 15 contains 16639 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 25564 members 
Mstep: Class 18 contains 51173 members 
Mstep: Class 19 contains 15241 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63558 members 
Mstep: Class 22 contains 5892 members 
Mstep: Class 23 contains 29849 members 
Mstep: Class 24 contains 44597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157237040.000000 Penalty: 198209.984375
Iteration 49Q: 25 clusters Score -1.57237e+08 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 34334 members 
Mstep: Class 3 contains 3077 members 
Mstep: Class 4 contains 11795 members 
Mstep: Class 5 contains 4551 members 
Mstep: Class 6 contains 11808 members 
Mstep: Class 7 contains 24162 members 
Mstep: Class 8 contains 145619 members 
Mstep: Class 9 contains 10053 members 
Mstep: Class 10 contains 1001 members 
Mstep: Class 11 contains 69601 members 
Mstep: Class 12 contains 2072 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 128625 members 
Mstep: Class 15 contains 16716 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 25455 members 
Mstep: Class 18 contains 51322 members 
Mstep: Class 19 contains 15324 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63561 members 
Mstep: Class 22 contains 5896 members 
Mstep: Class 23 contains 29807 members 
Mstep: Class 24 contains 44669 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 50Q: 25 clusters Score -1.572373e+08 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 34097 members 
Mstep: Class 3 contains 3079 members 
Mstep: Class 4 contains 11802 members 
Mstep: Class 5 contains 4580 members 
Mstep: Class 6 contains 11856 members 
Mstep: Class 7 contains 23996 members 
Mstep: Class 8 contains 145734 members 
Mstep: Class 9 contains 10139 members 
Mstep: Class 10 contains 1000 members 
Mstep: Class 11 contains 69595 members 
Mstep: Class 12 contains 2057 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 128583 members 
Mstep: Class 15 contains 16772 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 25337 members 
Mstep: Class 18 contains 51453 members 
Mstep: Class 19 contains 15416 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63570 members 
Mstep: Class 22 contains 5898 members 
Mstep: Class 23 contains 29794 members 
Mstep: Class 24 contains 44743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157237632.000000 Penalty: 198209.984375
Iteration 51Q: 25 clusters Score -1.572376e+08 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 33841 members 
Mstep: Class 3 contains 3079 members 
Mstep: Class 4 contains 11818 members 
Mstep: Class 5 contains 4614 members 
Mstep: Class 6 contains 11895 members 
Mstep: Class 7 contains 23830 members 
Mstep: Class 8 contains 145855 members 
Mstep: Class 9 contains 10218 members 
Mstep: Class 10 contains 999 members 
Mstep: Class 11 contains 69609 members 
Mstep: Class 12 contains 2048 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 128535 members 
Mstep: Class 15 contains 16805 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 25210 members 
Mstep: Class 18 contains 51606 members 
Mstep: Class 19 contains 15513 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63595 members 
Mstep: Class 22 contains 5901 members 
Mstep: Class 23 contains 29777 members 
Mstep: Class 24 contains 44793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157237920.000000 Penalty: 198209.984375
Iteration 52Q: 25 clusters Score -1.572379e+08 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 33603 members 
Mstep: Class 3 contains 3079 members 
Mstep: Class 4 contains 11827 members 
Mstep: Class 5 contains 4637 members 
Mstep: Class 6 contains 11919 members 
Mstep: Class 7 contains 23663 members 
Mstep: Class 8 contains 145988 members 
Mstep: Class 9 contains 10281 members 
Mstep: Class 10 contains 998 members 
Mstep: Class 11 contains 69611 members 
Mstep: Class 12 contains 2040 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 128482 members 
Mstep: Class 15 contains 16827 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 25096 members 
Mstep: Class 18 contains 51752 members 
Mstep: Class 19 contains 15646 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63622 members 
Mstep: Class 22 contains 5905 members 
Mstep: Class 23 contains 29754 members 
Mstep: Class 24 contains 44847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157237824.000000 Penalty: 198209.984375
Iteration 53Q: 25 clusters Score -1.572378e+08 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 33427 members 
Mstep: Class 3 contains 3079 members 
Mstep: Class 4 contains 11835 members 
Mstep: Class 5 contains 4662 members 
Mstep: Class 6 contains 11942 members 
Mstep: Class 7 contains 23499 members 
Mstep: Class 8 contains 146061 members 
Mstep: Class 9 contains 10329 members 
Mstep: Class 10 contains 998 members 
Mstep: Class 11 contains 69612 members 
Mstep: Class 12 contains 2036 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 128424 members 
Mstep: Class 15 contains 16855 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 24959 members 
Mstep: Class 18 contains 51869 members 
Mstep: Class 19 contains 15786 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63643 members 
Mstep: Class 22 contains 5907 members 
Mstep: Class 23 contains 29742 members 
Mstep: Class 24 contains 44931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157237968.000000 Penalty: 198209.984375
Iteration 54Q: 25 clusters Score -1.57238e+08 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 33252 members 
Mstep: Class 3 contains 3079 members 
Mstep: Class 4 contains 11848 members 
Mstep: Class 5 contains 4676 members 
Mstep: Class 6 contains 11973 members 
Mstep: Class 7 contains 23352 members 
Mstep: Class 8 contains 146131 members 
Mstep: Class 9 contains 10390 members 
Mstep: Class 10 contains 997 members 
Mstep: Class 11 contains 69610 members 
Mstep: Class 12 contains 2034 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 128370 members 
Mstep: Class 15 contains 16873 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 24825 members 
Mstep: Class 18 contains 51992 members 
Mstep: Class 19 contains 15920 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63676 members 
Mstep: Class 22 contains 5905 members 
Mstep: Class 23 contains 29727 members 
Mstep: Class 24 contains 44982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157238096.000000 Penalty: 198209.984375
Iteration 55Q: 25 clusters Score -1.572381e+08 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 33105 members 
Mstep: Class 3 contains 3078 members 
Mstep: Class 4 contains 11856 members 
Mstep: Class 5 contains 4690 members 
Mstep: Class 6 contains 12005 members 
Mstep: Class 7 contains 23233 members 
Mstep: Class 8 contains 146196 members 
Mstep: Class 9 contains 10424 members 
Mstep: Class 10 contains 994 members 
Mstep: Class 11 contains 69613 members 
Mstep: Class 12 contains 2028 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 128334 members 
Mstep: Class 15 contains 16901 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 24665 members 
Mstep: Class 18 contains 52093 members 
Mstep: Class 19 contains 16055 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63689 members 
Mstep: Class 22 contains 5911 members 
Mstep: Class 23 contains 29712 members 
Mstep: Class 24 contains 45032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157238304.000000 Penalty: 198209.984375
Iteration 56Q: 25 clusters Score -1.572383e+08 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 32961 members 
Mstep: Class 3 contains 3077 members 
Mstep: Class 4 contains 11863 members 
Mstep: Class 5 contains 4694 members 
Mstep: Class 6 contains 12020 members 
Mstep: Class 7 contains 23124 members 
Mstep: Class 8 contains 146274 members 
Mstep: Class 9 contains 10470 members 
Mstep: Class 10 contains 990 members 
Mstep: Class 11 contains 69614 members 
Mstep: Class 12 contains 2022 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 128283 members 
Mstep: Class 15 contains 16920 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 24507 members 
Mstep: Class 18 contains 52184 members 
Mstep: Class 19 contains 16220 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63719 members 
Mstep: Class 22 contains 5915 members 
Mstep: Class 23 contains 29698 members 
Mstep: Class 24 contains 45065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157238656.000000 Penalty: 198209.984375
Iteration 57Q: 25 clusters Score -1.572387e+08 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 32846 members 
Mstep: Class 3 contains 3077 members 
Mstep: Class 4 contains 11869 members 
Mstep: Class 5 contains 4697 members 
Mstep: Class 6 contains 12037 members 
Mstep: Class 7 contains 23002 members 
Mstep: Class 8 contains 146327 members 
Mstep: Class 9 contains 10505 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 69612 members 
Mstep: Class 12 contains 2014 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 128229 members 
Mstep: Class 15 contains 16938 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 24357 members 
Mstep: Class 18 contains 52278 members 
Mstep: Class 19 contains 16405 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63750 members 
Mstep: Class 22 contains 5915 members 
Mstep: Class 23 contains 29683 members 
Mstep: Class 24 contains 45096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157238624.000000 Penalty: 198209.984375
Iteration 58Q: 25 clusters Score -1.572386e+08 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 32744 members 
Mstep: Class 3 contains 3077 members 
Mstep: Class 4 contains 11873 members 
Mstep: Class 5 contains 4702 members 
Mstep: Class 6 contains 12058 members 
Mstep: Class 7 contains 22882 members 
Mstep: Class 8 contains 146375 members 
Mstep: Class 9 contains 10547 members 
Mstep: Class 10 contains 987 members 
Mstep: Class 11 contains 69605 members 
Mstep: Class 12 contains 2005 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 128171 members 
Mstep: Class 15 contains 16955 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 24234 members 
Mstep: Class 18 contains 52363 members 
Mstep: Class 19 contains 16566 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63773 members 
Mstep: Class 22 contains 5916 members 
Mstep: Class 23 contains 29670 members 
Mstep: Class 24 contains 45133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157238864.000000 Penalty: 198209.984375
Iteration 59Q: 25 clusters Score -1.572389e+08 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 32651 members 
Mstep: Class 3 contains 3077 members 
Mstep: Class 4 contains 11878 members 
Mstep: Class 5 contains 4710 members 
Mstep: Class 6 contains 12077 members 
Mstep: Class 7 contains 22768 members 
Mstep: Class 8 contains 146430 members 
Mstep: Class 9 contains 10567 members 
Mstep: Class 10 contains 985 members 
Mstep: Class 11 contains 69601 members 
Mstep: Class 12 contains 1999 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 128112 members 
Mstep: Class 15 contains 16974 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 24098 members 
Mstep: Class 18 contains 52462 members 
Mstep: Class 19 contains 16750 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63779 members 
Mstep: Class 22 contains 5916 members 
Mstep: Class 23 contains 29656 members 
Mstep: Class 24 contains 45159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157240208.000000 Penalty: 198209.984375
Iteration 60F: 25 clusters Score -1.572402e+08 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 32563 members 
Mstep: Class 3 contains 3058 members 
Mstep: Class 4 contains 11889 members 
Mstep: Class 5 contains 4716 members 
Mstep: Class 6 contains 12096 members 
Mstep: Class 7 contains 22658 members 
Mstep: Class 8 contains 146464 members 
Mstep: Class 9 contains 10620 members 
Mstep: Class 10 contains 1010 members 
Mstep: Class 11 contains 69584 members 
Mstep: Class 12 contains 1990 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 128059 members 
Mstep: Class 15 contains 16990 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 23955 members 
Mstep: Class 18 contains 52554 members 
Mstep: Class 19 contains 16935 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63789 members 
Mstep: Class 22 contains 5916 members 
Mstep: Class 23 contains 29644 members 
Mstep: Class 24 contains 45183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157240944.000000 Penalty: 198209.984375
Iteration 61Q: 25 clusters Score -1.572409e+08 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 32486 members 
Mstep: Class 3 contains 3036 members 
Mstep: Class 4 contains 11895 members 
Mstep: Class 5 contains 4720 members 
Mstep: Class 6 contains 12109 members 
Mstep: Class 7 contains 22564 members 
Mstep: Class 8 contains 146498 members 
Mstep: Class 9 contains 10648 members 
Mstep: Class 10 contains 996 members 
Mstep: Class 11 contains 69570 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 128006 members 
Mstep: Class 15 contains 17019 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 23825 members 
Mstep: Class 18 contains 52640 members 
Mstep: Class 19 contains 17105 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63819 members 
Mstep: Class 22 contains 5942 members 
Mstep: Class 23 contains 29635 members 
Mstep: Class 24 contains 45208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157241280.000000 Penalty: 198209.984375
Iteration 62Q: 25 clusters Score -1.572413e+08 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 32419 members 
Mstep: Class 3 contains 3016 members 
Mstep: Class 4 contains 11897 members 
Mstep: Class 5 contains 4725 members 
Mstep: Class 6 contains 12123 members 
Mstep: Class 7 contains 22471 members 
Mstep: Class 8 contains 146508 members 
Mstep: Class 9 contains 10684 members 
Mstep: Class 10 contains 987 members 
Mstep: Class 11 contains 69550 members 
Mstep: Class 12 contains 1972 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127956 members 
Mstep: Class 15 contains 17047 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 23697 members 
Mstep: Class 18 contains 52723 members 
Mstep: Class 19 contains 17252 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63850 members 
Mstep: Class 22 contains 5962 members 
Mstep: Class 23 contains 29628 members 
Mstep: Class 24 contains 45233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157241600.000000 Penalty: 198209.984375
Iteration 63Q: 25 clusters Score -1.572416e+08 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 32354 members 
Mstep: Class 3 contains 3010 members 
Mstep: Class 4 contains 11898 members 
Mstep: Class 5 contains 4731 members 
Mstep: Class 6 contains 12133 members 
Mstep: Class 7 contains 22385 members 
Mstep: Class 8 contains 146519 members 
Mstep: Class 9 contains 10722 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 69546 members 
Mstep: Class 12 contains 1966 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127908 members 
Mstep: Class 15 contains 17067 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 23565 members 
Mstep: Class 18 contains 52796 members 
Mstep: Class 19 contains 17390 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63888 members 
Mstep: Class 22 contains 5970 members 
Mstep: Class 23 contains 29620 members 
Mstep: Class 24 contains 45253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157241504.000000 Penalty: 198209.984375
Iteration 64Q: 25 clusters Score -1.572415e+08 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 32297 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 11904 members 
Mstep: Class 5 contains 4738 members 
Mstep: Class 6 contains 12144 members 
Mstep: Class 7 contains 22302 members 
Mstep: Class 8 contains 146552 members 
Mstep: Class 9 contains 10741 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 69539 members 
Mstep: Class 12 contains 1957 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127853 members 
Mstep: Class 15 contains 17079 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 23445 members 
Mstep: Class 18 contains 52866 members 
Mstep: Class 19 contains 17532 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63917 members 
Mstep: Class 22 contains 5972 members 
Mstep: Class 23 contains 29606 members 
Mstep: Class 24 contains 45260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157241792.000000 Penalty: 198209.984375
Iteration 65Q: 25 clusters Score -1.572418e+08 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 32250 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 11909 members 
Mstep: Class 5 contains 4746 members 
Mstep: Class 6 contains 12160 members 
Mstep: Class 7 contains 22231 members 
Mstep: Class 8 contains 146583 members 
Mstep: Class 9 contains 10755 members 
Mstep: Class 10 contains 981 members 
Mstep: Class 11 contains 69525 members 
Mstep: Class 12 contains 1952 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127837 members 
Mstep: Class 15 contains 17087 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 23321 members 
Mstep: Class 18 contains 52932 members 
Mstep: Class 19 contains 17642 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63930 members 
Mstep: Class 22 contains 5972 members 
Mstep: Class 23 contains 29600 members 
Mstep: Class 24 contains 45274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157241568.000000 Penalty: 198209.984375
Iteration 66Q: 25 clusters Score -1.572416e+08 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 32206 members 
Mstep: Class 3 contains 3004 members 
Mstep: Class 4 contains 11909 members 
Mstep: Class 5 contains 4748 members 
Mstep: Class 6 contains 12172 members 
Mstep: Class 7 contains 22147 members 
Mstep: Class 8 contains 146602 members 
Mstep: Class 9 contains 10770 members 
Mstep: Class 10 contains 981 members 
Mstep: Class 11 contains 69513 members 
Mstep: Class 12 contains 1952 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127823 members 
Mstep: Class 15 contains 17092 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 23210 members 
Mstep: Class 18 contains 53006 members 
Mstep: Class 19 contains 17733 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63946 members 
Mstep: Class 22 contains 5972 members 
Mstep: Class 23 contains 29601 members 
Mstep: Class 24 contains 45286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157241744.000000 Penalty: 198209.984375
Iteration 67Q: 25 clusters Score -1.572417e+08 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 32160 members 
Mstep: Class 3 contains 3004 members 
Mstep: Class 4 contains 11914 members 
Mstep: Class 5 contains 4754 members 
Mstep: Class 6 contains 12187 members 
Mstep: Class 7 contains 22061 members 
Mstep: Class 8 contains 146628 members 
Mstep: Class 9 contains 10776 members 
Mstep: Class 10 contains 981 members 
Mstep: Class 11 contains 69509 members 
Mstep: Class 12 contains 1953 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127811 members 
Mstep: Class 15 contains 17096 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 23102 members 
Mstep: Class 18 contains 53090 members 
Mstep: Class 19 contains 17815 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63956 members 
Mstep: Class 22 contains 5971 members 
Mstep: Class 23 contains 29595 members 
Mstep: Class 24 contains 45306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157241856.000000 Penalty: 198209.984375
Iteration 68Q: 25 clusters Score -1.572419e+08 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 32112 members 
Mstep: Class 3 contains 3004 members 
Mstep: Class 4 contains 11913 members 
Mstep: Class 5 contains 4761 members 
Mstep: Class 6 contains 12200 members 
Mstep: Class 7 contains 21970 members 
Mstep: Class 8 contains 146666 members 
Mstep: Class 9 contains 10789 members 
Mstep: Class 10 contains 981 members 
Mstep: Class 11 contains 69509 members 
Mstep: Class 12 contains 1949 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127803 members 
Mstep: Class 15 contains 17106 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 23019 members 
Mstep: Class 18 contains 53170 members 
Mstep: Class 19 contains 17868 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63971 members 
Mstep: Class 22 contains 5970 members 
Mstep: Class 23 contains 29578 members 
Mstep: Class 24 contains 45326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157242096.000000 Penalty: 198209.984375
Iteration 69Q: 25 clusters Score -1.572421e+08 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 32062 members 
Mstep: Class 3 contains 3004 members 
Mstep: Class 4 contains 11920 members 
Mstep: Class 5 contains 4771 members 
Mstep: Class 6 contains 12210 members 
Mstep: Class 7 contains 21874 members 
Mstep: Class 8 contains 146692 members 
Mstep: Class 9 contains 10800 members 
Mstep: Class 10 contains 981 members 
Mstep: Class 11 contains 69502 members 
Mstep: Class 12 contains 1939 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127796 members 
Mstep: Class 15 contains 17113 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22953 members 
Mstep: Class 18 contains 53252 members 
Mstep: Class 19 contains 17914 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63978 members 
Mstep: Class 22 contains 5970 members 
Mstep: Class 23 contains 29578 members 
Mstep: Class 24 contains 45342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157242416.000000 Penalty: 198209.984375
Iteration 70Q: 25 clusters Score -1.572424e+08 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 32018 members 
Mstep: Class 3 contains 3004 members 
Mstep: Class 4 contains 11928 members 
Mstep: Class 5 contains 4788 members 
Mstep: Class 6 contains 12228 members 
Mstep: Class 7 contains 21794 members 
Mstep: Class 8 contains 146716 members 
Mstep: Class 9 contains 10803 members 
Mstep: Class 10 contains 981 members 
Mstep: Class 11 contains 69496 members 
Mstep: Class 12 contains 1934 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127771 members 
Mstep: Class 15 contains 17120 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22898 members 
Mstep: Class 18 contains 53330 members 
Mstep: Class 19 contains 17947 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63977 members 
Mstep: Class 22 contains 5971 members 
Mstep: Class 23 contains 29577 members 
Mstep: Class 24 contains 45361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157242192.000000 Penalty: 198209.984375
Iteration 71Q: 25 clusters Score -1.572422e+08 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 31983 members 
Mstep: Class 3 contains 3004 members 
Mstep: Class 4 contains 11931 members 
Mstep: Class 5 contains 4807 members 
Mstep: Class 6 contains 12244 members 
Mstep: Class 7 contains 21722 members 
Mstep: Class 8 contains 146738 members 
Mstep: Class 9 contains 10806 members 
Mstep: Class 10 contains 981 members 
Mstep: Class 11 contains 69486 members 
Mstep: Class 12 contains 1930 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127769 members 
Mstep: Class 15 contains 17127 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22845 members 
Mstep: Class 18 contains 53414 members 
Mstep: Class 19 contains 17951 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63988 members 
Mstep: Class 22 contains 5970 members 
Mstep: Class 23 contains 29573 members 
Mstep: Class 24 contains 45368 members 
Entering Unmasked Estep 
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Iteration 72Q: 25 clusters Score -1.572424e+08 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 31943 members 
Mstep: Class 3 contains 3004 members 
Mstep: Class 4 contains 11931 members 
Mstep: Class 5 contains 4845 members 
Mstep: Class 6 contains 12264 members 
Mstep: Class 7 contains 21659 members 
Mstep: Class 8 contains 146747 members 
Mstep: Class 9 contains 10827 members 
Mstep: Class 10 contains 981 members 
Mstep: Class 11 contains 69476 members 
Mstep: Class 12 contains 1924 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127762 members 
Mstep: Class 15 contains 17130 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22807 members 
Mstep: Class 18 contains 53475 members 
Mstep: Class 19 contains 17955 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63996 members 
Mstep: Class 22 contains 5970 members 
Mstep: Class 23 contains 29571 members 
Mstep: Class 24 contains 45366 members 
Entering Unmasked Estep 
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Iteration 73Q: 25 clusters Score -1.572424e+08 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 31917 members 
Mstep: Class 3 contains 3004 members 
Mstep: Class 4 contains 11926 members 
Mstep: Class 5 contains 4913 members 
Mstep: Class 6 contains 12268 members 
Mstep: Class 7 contains 21610 members 
Mstep: Class 8 contains 146732 members 
Mstep: Class 9 contains 10840 members 
Mstep: Class 10 contains 981 members 
Mstep: Class 11 contains 69462 members 
Mstep: Class 12 contains 1921 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127761 members 
Mstep: Class 15 contains 17139 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22785 members 
Mstep: Class 18 contains 53531 members 
Mstep: Class 19 contains 17960 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63993 members 
Mstep: Class 22 contains 5969 members 
Mstep: Class 23 contains 29569 members 
Mstep: Class 24 contains 45351 members 
Entering Unmasked Estep 
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Iteration 74Q: 25 clusters Score -1.572424e+08 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 31891 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 11929 members 
Mstep: Class 5 contains 5034 members 
Mstep: Class 6 contains 12274 members 
Mstep: Class 7 contains 21563 members 
Mstep: Class 8 contains 146697 members 
Mstep: Class 9 contains 10852 members 
Mstep: Class 10 contains 981 members 
Mstep: Class 11 contains 69452 members 
Mstep: Class 12 contains 1918 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127749 members 
Mstep: Class 15 contains 17145 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22757 members 
Mstep: Class 18 contains 53592 members 
Mstep: Class 19 contains 17966 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63971 members 
Mstep: Class 22 contains 5969 members 
Mstep: Class 23 contains 29565 members 
Mstep: Class 24 contains 45311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157242608.000000 Penalty: 198209.984375
Iteration 75Q: 25 clusters Score -1.572426e+08 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 31879 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 11927 members 
Mstep: Class 5 contains 5271 members 
Mstep: Class 6 contains 12273 members 
Mstep: Class 7 contains 21517 members 
Mstep: Class 8 contains 146662 members 
Mstep: Class 9 contains 10866 members 
Mstep: Class 10 contains 981 members 
Mstep: Class 11 contains 69445 members 
Mstep: Class 12 contains 1911 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127739 members 
Mstep: Class 15 contains 17142 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22719 members 
Mstep: Class 18 contains 53644 members 
Mstep: Class 19 contains 17980 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63892 members 
Mstep: Class 22 contains 5969 members 
Mstep: Class 23 contains 29569 members 
Mstep: Class 24 contains 45227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157242976.000000 Penalty: 198209.984375
Iteration 76Q: 25 clusters Score -1.57243e+08 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 31867 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 11924 members 
Mstep: Class 5 contains 5552 members 
Mstep: Class 6 contains 12275 members 
Mstep: Class 7 contains 21456 members 
Mstep: Class 8 contains 146617 members 
Mstep: Class 9 contains 10871 members 
Mstep: Class 10 contains 981 members 
Mstep: Class 11 contains 69432 members 
Mstep: Class 12 contains 1902 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127721 members 
Mstep: Class 15 contains 17133 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22686 members 
Mstep: Class 18 contains 53688 members 
Mstep: Class 19 contains 18001 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63837 members 
Mstep: Class 22 contains 5967 members 
Mstep: Class 23 contains 29574 members 
Mstep: Class 24 contains 45111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157243408.000000 Penalty: 198209.984375
Iteration 77Q: 25 clusters Score -1.572434e+08 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 31862 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 11929 members 
Mstep: Class 5 contains 5794 members 
Mstep: Class 6 contains 12277 members 
Mstep: Class 7 contains 21400 members 
Mstep: Class 8 contains 146585 members 
Mstep: Class 9 contains 10871 members 
Mstep: Class 10 contains 981 members 
Mstep: Class 11 contains 69431 members 
Mstep: Class 12 contains 1892 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127704 members 
Mstep: Class 15 contains 17130 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22665 members 
Mstep: Class 18 contains 53738 members 
Mstep: Class 19 contains 18022 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63770 members 
Mstep: Class 22 contains 5968 members 
Mstep: Class 23 contains 29569 members 
Mstep: Class 24 contains 44995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157243888.000000 Penalty: 198209.984375
Iteration 78Q: 25 clusters Score -1.572439e+08 nChanged 747
Entering ConstructFrom: 
Score: -157243888.000000 Penalty: 198209.984375
Entering ConstructFrom: 
Trying to split cluster 1 (14162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Entering Unmasked Estep 
Score: -3031560.000000 Penalty: 5854.469238
	Iteration 0F: 2 clusters Score -3031560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -3018781.750000 Penalty: 11708.938477
	Iteration 0F: 3 clusters Score -3018782 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -3021943.000000 Penalty: 11708.938477
	Iteration 1F: 3 clusters Score -3021943 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -3022751.500000 Penalty: 11708.938477
	Iteration 2F: 3 clusters Score -3022752 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -3023481.750000 Penalty: 11708.938477
	Iteration 3F: 3 clusters Score -3023482 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -3024192.000000 Penalty: 11708.938477
	Iteration 4F: 3 clusters Score -3024192 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -3024982.750000 Penalty: 11708.938477
	Iteration 5F: 3 clusters Score -3024983 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -3025848.000000 Penalty: 11708.938477
	Iteration 6F: 3 clusters Score -3025848 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -3026831.500000 Penalty: 11708.938477
	Iteration 7F: 3 clusters Score -3026832 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -3027663.750000 Penalty: 11708.938477
	Iteration 8F: 3 clusters Score -3027664 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -3028304.750000 Penalty: 11708.938477
	Iteration 9Q: 3 clusters Score -3028305 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -3028684.750000 Penalty: 11708.938477
	Iteration 10Q: 3 clusters Score -3028685 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -3028832.500000 Penalty: 11708.938477
	Iteration 11Q: 3 clusters Score -3028832 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -3028905.500000 Penalty: 11708.938477
	Iteration 12Q: 3 clusters Score -3028906 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -3028956.500000 Penalty: 11708.938477
	Iteration 13Q: 3 clusters Score -3028956 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -3028995.750000 Penalty: 11708.938477
	Iteration 14Q: 3 clusters Score -3028996 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -3029022.750000 Penalty: 11708.938477
	Iteration 15Q: 3 clusters Score -3029023 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -3029049.750000 Penalty: 11708.938477
	Iteration 16Q: 3 clusters Score -3029050 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -3029072.250000 Penalty: 11708.938477
	Iteration 17Q: 3 clusters Score -3029072 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -3029090.500000 Penalty: 11708.938477
	Iteration 18Q: 3 clusters Score -3029090 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -3029103.500000 Penalty: 11708.938477
	Iteration 19Q: 3 clusters Score -3029104 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -3029106.500000 Penalty: 11708.938477
	Iteration 20F: 3 clusters Score -3029106 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -3029112.250000 Penalty: 11708.938477
	Iteration 21Q: 3 clusters Score -3029112 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -3029122.250000 Penalty: 11708.938477
	Iteration 22Q: 3 clusters Score -3029122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -3029127.500000 Penalty: 11708.938477
	Iteration 23Q: 3 clusters Score -3029128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -3029131.250000 Penalty: 11708.938477
	Iteration 24Q: 3 clusters Score -3029131 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -3029135.500000 Penalty: 11708.938477
	Iteration 25Q: 3 clusters Score -3029136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -3029128.750000 Penalty: 11708.938477
	Iteration 26Q: 3 clusters Score -3029129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -3029131.500000 Penalty: 11708.938477
	Iteration 27Q: 3 clusters Score -3029132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -3029141.250000 Penalty: 11708.938477
	Iteration 28Q: 3 clusters Score -3029141 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -3029144.000000 Penalty: 11708.938477
	Iteration 29Q: 3 clusters Score -3029144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -3029150.000000 Penalty: 11708.938477
	Iteration 30Q: 3 clusters Score -3029150 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -3029159.000000 Penalty: 11708.938477
	Iteration 31Q: 3 clusters Score -3029159 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -3029160.000000 Penalty: 11708.938477
	Iteration 32Q: 3 clusters Score -3029160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -3029157.750000 Penalty: 11708.938477
	Iteration 33Q: 3 clusters Score -3029158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -3029159.250000 Penalty: 11708.938477
	Iteration 34Q: 3 clusters Score -3029159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -3029164.750000 Penalty: 11708.938477
	Iteration 35Q: 3 clusters Score -3029165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -3029165.750000 Penalty: 11708.938477
	Iteration 36Q: 3 clusters Score -3029166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -3029169.500000 Penalty: 11708.938477
	Iteration 37Q: 3 clusters Score -3029170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -3029171.000000 Penalty: 11708.938477
	Iteration 38Q: 3 clusters Score -3029171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -3029170.000000 Penalty: 11708.938477
	Iteration 39Q: 3 clusters Score -3029170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -3029171.000000 Penalty: 11708.938477
	Iteration 40F: 3 clusters Score -3029171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -3029169.250000 Penalty: 11708.938477
	Iteration 41Q: 3 clusters Score -3029169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -3029169.250000 Penalty: 11708.938477
	Iteration 42F: 3 clusters Score -3029169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (31832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31832 members 
Entering Unmasked Estep 
Score: -6992047.500000 Penalty: 6350.539062
	Iteration 0F: 2 clusters Score -6992048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -6967990.000000 Penalty: 12701.078125
	Iteration 0F: 3 clusters Score -6967990 nChanged 13540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -6975140.500000 Penalty: 12701.078125
	Iteration 1F: 3 clusters Score -6975140 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -6975869.000000 Penalty: 12701.078125
	Iteration 2F: 3 clusters Score -6975869 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -6976495.500000 Penalty: 12701.078125
	Iteration 3Q: 3 clusters Score -6976496 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -6976981.000000 Penalty: 12701.078125
	Iteration 4Q: 3 clusters Score -6976981 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -6977431.000000 Penalty: 12701.078125
	Iteration 5Q: 3 clusters Score -6977431 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -6977966.500000 Penalty: 12701.078125
	Iteration 6Q: 3 clusters Score -6977966 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -6978613.500000 Penalty: 12701.078125
	Iteration 7Q: 3 clusters Score -6978614 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -6979333.500000 Penalty: 12701.078125
	Iteration 8Q: 3 clusters Score -6979334 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 22391 members 
Entering Unmasked Estep 
Score: -6980259.500000 Penalty: 12701.078125
	Iteration 9Q: 3 clusters Score -6980260 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -6981331.500000 Penalty: 12701.078125
	Iteration 10F: 3 clusters Score -6981332 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -6982344.500000 Penalty: 12701.078125
	Iteration 11Q: 3 clusters Score -6982344 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -6983295.000000 Penalty: 12701.078125
	Iteration 12Q: 3 clusters Score -6983295 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 27371 members 
Entering Unmasked Estep 
Score: -6984185.500000 Penalty: 12701.078125
	Iteration 13Q: 3 clusters Score -6984186 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -6984892.000000 Penalty: 12701.078125
	Iteration 14Q: 3 clusters Score -6984892 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 28814 members 
Entering Unmasked Estep 
Score: -6985509.000000 Penalty: 12701.078125
	Iteration 15Q: 3 clusters Score -6985509 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 29215 members 
Entering Unmasked Estep 
Score: -6986068.500000 Penalty: 12701.078125
	Iteration 16Q: 3 clusters Score -6986068 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 29505 members 
Entering Unmasked Estep 
Score: -6986469.000000 Penalty: 12701.078125
	Iteration 17Q: 3 clusters Score -6986469 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -6986756.000000 Penalty: 12701.078125
	Iteration 18Q: 3 clusters Score -6986756 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 29806 members 
Entering Unmasked Estep 
Score: -6986998.500000 Penalty: 12701.078125
	Iteration 19Q: 3 clusters Score -6986998 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 29891 members 
Entering Unmasked Estep 
Score: -6987126.500000 Penalty: 12701.078125
	Iteration 20F: 3 clusters Score -6987126 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 29950 members 
Entering Unmasked Estep 
Score: -6987208.500000 Penalty: 12701.078125
	Iteration 21Q: 3 clusters Score -6987208 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 29987 members 
Entering Unmasked Estep 
Score: -6987235.500000 Penalty: 12701.078125
	Iteration 22Q: 3 clusters Score -6987236 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
Score: -6987262.000000 Penalty: 12701.078125
	Iteration 23Q: 3 clusters Score -6987262 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 30020 members 
Entering Unmasked Estep 
Score: -6987273.000000 Penalty: 12701.078125
	Iteration 24Q: 3 clusters Score -6987273 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 30032 members 
Entering Unmasked Estep 
Score: -6987281.000000 Penalty: 12701.078125
	Iteration 25Q: 3 clusters Score -6987281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 30036 members 
Entering Unmasked Estep 
Score: -6987280.000000 Penalty: 12701.078125
	Iteration 26Q: 3 clusters Score -6987280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 30037 members 
Entering Unmasked Estep 
Score: -6987278.500000 Penalty: 12701.078125
	Iteration 27Q: 3 clusters Score -6987278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 30040 members 
Entering Unmasked Estep 
Score: -6987285.500000 Penalty: 12701.078125
	Iteration 28Q: 3 clusters Score -6987286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 30046 members 
Entering Unmasked Estep 
Score: -6987289.500000 Penalty: 12701.078125
	Iteration 29Q: 3 clusters Score -6987290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 30050 members 
Entering Unmasked Estep 
Score: -6987297.500000 Penalty: 12701.078125
	Iteration 30Q: 3 clusters Score -6987298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 30051 members 
Entering Unmasked Estep 
Score: -6987304.500000 Penalty: 12701.078125
	Iteration 31Q: 3 clusters Score -6987304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 30051 members 
Entering Unmasked Estep 
Score: -6987304.500000 Penalty: 12701.078125
	Iteration 32F: 3 clusters Score -6987304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Entering Unmasked Estep 
Score: -654433.000000 Penalty: 4904.919922
	Iteration 0F: 2 clusters Score -654433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -648800.375000 Penalty: 9809.839844
	Iteration 0F: 3 clusters Score -648800.4 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -650236.000000 Penalty: 9809.839844
	Iteration 1F: 3 clusters Score -650236 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -651198.062500 Penalty: 9809.839844
	Iteration 2F: 3 clusters Score -651198.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -652046.250000 Penalty: 9809.839844
	Iteration 3F: 3 clusters Score -652046.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -652640.437500 Penalty: 9809.839844
	Iteration 4F: 3 clusters Score -652640.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -653023.375000 Penalty: 9809.839844
	Iteration 5F: 3 clusters Score -653023.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -653212.312500 Penalty: 9809.839844
	Iteration 6Q: 3 clusters Score -653212.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -653369.375000 Penalty: 9809.839844
	Iteration 7Q: 3 clusters Score -653369.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -653489.125000 Penalty: 9809.839844
	Iteration 8Q: 3 clusters Score -653489.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -653608.875000 Penalty: 9809.839844
	Iteration 9Q: 3 clusters Score -653608.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -653706.125000 Penalty: 9809.839844
	Iteration 10Q: 3 clusters Score -653706.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -653799.625000 Penalty: 9809.839844
	Iteration 11Q: 3 clusters Score -653799.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -653875.812500 Penalty: 9809.839844
	Iteration 12Q: 3 clusters Score -653875.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -653947.375000 Penalty: 9809.839844
	Iteration 13Q: 3 clusters Score -653947.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -654001.250000 Penalty: 9809.839844
	Iteration 14Q: 3 clusters Score -654001.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -654064.250000 Penalty: 9809.839844
	Iteration 15Q: 3 clusters Score -654064.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -654179.000000 Penalty: 9809.839844
	Iteration 16Q: 3 clusters Score -654179 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -654503.000000 Penalty: 9809.839844
	Iteration 17Q: 3 clusters Score -654503 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -655571.875000 Penalty: 9809.839844
	Iteration 18Q: 3 clusters Score -655571.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -656458.000000 Penalty: 9809.839844
	Iteration 19Q: 3 clusters Score -656458 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -656565.187500 Penalty: 9809.839844
	Iteration 20F: 3 clusters Score -656565.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -656572.812500 Penalty: 9809.839844
	Iteration 21Q: 3 clusters Score -656572.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -656574.750000 Penalty: 9809.839844
	Iteration 22Q: 3 clusters Score -656574.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -656574.750000 Penalty: 9809.839844
	Iteration 23F: 3 clusters Score -656574.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 31832 members 
Mstep: Class 3 contains 1790 members 
Mstep: Class 4 contains 11949 members 
Mstep: Class 5 contains 5953 members 
Mstep: Class 6 contains 12280 members 
Mstep: Class 7 contains 21341 members 
Mstep: Class 8 contains 146578 members 
Mstep: Class 9 contains 10878 members 
Mstep: Class 10 contains 981 members 
Mstep: Class 11 contains 69428 members 
Mstep: Class 12 contains 1886 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127686 members 
Mstep: Class 15 contains 17134 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22646 members 
Mstep: Class 18 contains 53795 members 
Mstep: Class 19 contains 18037 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63731 members 
Mstep: Class 22 contains 5969 members 
Mstep: Class 23 contains 29565 members 
Mstep: Class 24 contains 44906 members 
Mstep: Class 25 contains 1215 members 
Entering Unmasked Estep 
Score: -157242592.000000 Penalty: 206468.734375
Splitting cluster 3 changes total score from -157243888.000000 to -157242592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (11949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Entering Unmasked Estep 
Score: -2677465.500000 Penalty: 5750.396973
	Iteration 0F: 2 clusters Score -2677466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -2666077.750000 Penalty: 11500.793945
	Iteration 0F: 3 clusters Score -2666078 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -2668521.000000 Penalty: 11500.793945
	Iteration 1F: 3 clusters Score -2668521 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -2668995.750000 Penalty: 11500.793945
	Iteration 2F: 3 clusters Score -2668996 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -2669299.750000 Penalty: 11500.793945
	Iteration 3Q: 3 clusters Score -2669300 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -2669497.250000 Penalty: 11500.793945
	Iteration 4Q: 3 clusters Score -2669497 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -2669635.250000 Penalty: 11500.793945
	Iteration 5Q: 3 clusters Score -2669635 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -2669743.500000 Penalty: 11500.793945
	Iteration 6Q: 3 clusters Score -2669744 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -2669826.750000 Penalty: 11500.793945
	Iteration 7Q: 3 clusters Score -2669827 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -2669906.000000 Penalty: 11500.793945
	Iteration 8Q: 3 clusters Score -2669906 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -2669962.250000 Penalty: 11500.793945
	Iteration 9Q: 3 clusters Score -2669962 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -2669997.750000 Penalty: 11500.793945
	Iteration 10Q: 3 clusters Score -2669998 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -2670055.250000 Penalty: 11500.793945
	Iteration 11Q: 3 clusters Score -2670055 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -2670080.500000 Penalty: 11500.793945
	Iteration 12Q: 3 clusters Score -2670080 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -2670114.750000 Penalty: 11500.793945
	Iteration 13Q: 3 clusters Score -2670115 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -2670136.250000 Penalty: 11500.793945
	Iteration 14Q: 3 clusters Score -2670136 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -2670151.000000 Penalty: 11500.793945
	Iteration 15Q: 3 clusters Score -2670151 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -2670168.500000 Penalty: 11500.793945
	Iteration 16Q: 3 clusters Score -2670168 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -2670188.000000 Penalty: 11500.793945
	Iteration 17Q: 3 clusters Score -2670188 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -2670198.500000 Penalty: 11500.793945
	Iteration 18Q: 3 clusters Score -2670198 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -2670202.250000 Penalty: 11500.793945
	Iteration 19Q: 3 clusters Score -2670202 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -2670211.000000 Penalty: 11500.793945
	Iteration 20F: 3 clusters Score -2670211 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -2670218.000000 Penalty: 11500.793945
	Iteration 21Q: 3 clusters Score -2670218 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -2670222.750000 Penalty: 11500.793945
	Iteration 22Q: 3 clusters Score -2670223 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -2670232.750000 Penalty: 11500.793945
	Iteration 23Q: 3 clusters Score -2670233 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -2670231.000000 Penalty: 11500.793945
	Iteration 24Q: 3 clusters Score -2670231 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -2670243.000000 Penalty: 11500.793945
	Iteration 25Q: 3 clusters Score -2670243 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -2670252.750000 Penalty: 11500.793945
	Iteration 26Q: 3 clusters Score -2670253 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -2670261.000000 Penalty: 11500.793945
	Iteration 27Q: 3 clusters Score -2670261 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -2670267.000000 Penalty: 11500.793945
	Iteration 28Q: 3 clusters Score -2670267 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -2670274.500000 Penalty: 11500.793945
	Iteration 29Q: 3 clusters Score -2670274 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -2670279.000000 Penalty: 11500.793945
	Iteration 30Q: 3 clusters Score -2670279 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -2670283.250000 Penalty: 11500.793945
	Iteration 31Q: 3 clusters Score -2670283 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -2670290.000000 Penalty: 11500.793945
	Iteration 32Q: 3 clusters Score -2670290 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -2670295.500000 Penalty: 11500.793945
	Iteration 33Q: 3 clusters Score -2670296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -2670305.750000 Penalty: 11500.793945
	Iteration 34Q: 3 clusters Score -2670306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -2670305.750000 Penalty: 11500.793945
	Iteration 35Q: 3 clusters Score -2670306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -2670307.500000 Penalty: 11500.793945
	Iteration 36Q: 3 clusters Score -2670308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -2670314.750000 Penalty: 11500.793945
	Iteration 37Q: 3 clusters Score -2670315 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -2670317.000000 Penalty: 11500.793945
	Iteration 38Q: 3 clusters Score -2670317 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -2670321.750000 Penalty: 11500.793945
	Iteration 39Q: 3 clusters Score -2670322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -2670324.250000 Penalty: 11500.793945
	Iteration 40F: 3 clusters Score -2670324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -2670322.250000 Penalty: 11500.793945
	Iteration 41Q: 3 clusters Score -2670322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -2670324.250000 Penalty: 11500.793945
	Iteration 42Q: 3 clusters Score -2670324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -2670332.000000 Penalty: 11500.793945
	Iteration 43Q: 3 clusters Score -2670332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -2670333.500000 Penalty: 11500.793945
	Iteration 44Q: 3 clusters Score -2670334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -2670336.500000 Penalty: 11500.793945
	Iteration 45Q: 3 clusters Score -2670336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -2670337.500000 Penalty: 11500.793945
	Iteration 46Q: 3 clusters Score -2670338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -2670340.250000 Penalty: 11500.793945
	Iteration 47Q: 3 clusters Score -2670340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -2670336.250000 Penalty: 11500.793945
	Iteration 48Q: 3 clusters Score -2670336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -2670342.250000 Penalty: 11500.793945
	Iteration 49Q: 3 clusters Score -2670342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -2670340.750000 Penalty: 11500.793945
	Iteration 50Q: 3 clusters Score -2670341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -2670340.500000 Penalty: 11500.793945
	Iteration 51Q: 3 clusters Score -2670340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -2670344.500000 Penalty: 11500.793945
	Iteration 52Q: 3 clusters Score -2670344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -2670344.250000 Penalty: 11500.793945
	Iteration 53Q: 3 clusters Score -2670344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -2670344.250000 Penalty: 11500.793945
	Iteration 54Q: 3 clusters Score -2670344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -2670344.250000 Penalty: 11500.793945
	Iteration 55F: 3 clusters Score -2670344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Entering Unmasked Estep 
Score: -1328090.625000 Penalty: 5323.635742
	Iteration 0F: 2 clusters Score -1328091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1320406.125000 Penalty: 10647.271484
	Iteration 0F: 3 clusters Score -1320406 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1321744.625000 Penalty: 10647.271484
	Iteration 1F: 3 clusters Score -1321745 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1322079.500000 Penalty: 10647.271484
	Iteration 2F: 3 clusters Score -1322080 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1322253.250000 Penalty: 10647.271484
	Iteration 3Q: 3 clusters Score -1322253 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1322370.500000 Penalty: 10647.271484
	Iteration 4Q: 3 clusters Score -1322370 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1322463.625000 Penalty: 10647.271484
	Iteration 5Q: 3 clusters Score -1322464 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1322544.000000 Penalty: 10647.271484
	Iteration 6Q: 3 clusters Score -1322544 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1322608.875000 Penalty: 10647.271484
	Iteration 7Q: 3 clusters Score -1322609 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1322674.250000 Penalty: 10647.271484
	Iteration 8Q: 3 clusters Score -1322674 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1322734.875000 Penalty: 10647.271484
	Iteration 9Q: 3 clusters Score -1322735 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1322789.125000 Penalty: 10647.271484
	Iteration 10Q: 3 clusters Score -1322789 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1322850.125000 Penalty: 10647.271484
	Iteration 11Q: 3 clusters Score -1322850 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1322897.500000 Penalty: 10647.271484
	Iteration 12Q: 3 clusters Score -1322898 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1322942.500000 Penalty: 10647.271484
	Iteration 13Q: 3 clusters Score -1322942 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1322985.500000 Penalty: 10647.271484
	Iteration 14Q: 3 clusters Score -1322986 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1323040.500000 Penalty: 10647.271484
	Iteration 15Q: 3 clusters Score -1323040 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1323102.750000 Penalty: 10647.271484
	Iteration 16Q: 3 clusters Score -1323103 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1323167.625000 Penalty: 10647.271484
	Iteration 17Q: 3 clusters Score -1323168 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1323230.125000 Penalty: 10647.271484
	Iteration 18Q: 3 clusters Score -1323230 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1323295.000000 Penalty: 10647.271484
	Iteration 19Q: 3 clusters Score -1323295 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1323364.250000 Penalty: 10647.271484
	Iteration 20F: 3 clusters Score -1323364 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1323436.750000 Penalty: 10647.271484
	Iteration 21Q: 3 clusters Score -1323437 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1323492.375000 Penalty: 10647.271484
	Iteration 22Q: 3 clusters Score -1323492 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1323545.500000 Penalty: 10647.271484
	Iteration 23Q: 3 clusters Score -1323546 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1323594.625000 Penalty: 10647.271484
	Iteration 24Q: 3 clusters Score -1323595 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1323639.125000 Penalty: 10647.271484
	Iteration 25Q: 3 clusters Score -1323639 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1323689.125000 Penalty: 10647.271484
	Iteration 26Q: 3 clusters Score -1323689 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1323743.625000 Penalty: 10647.271484
	Iteration 27Q: 3 clusters Score -1323744 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1323786.625000 Penalty: 10647.271484
	Iteration 28Q: 3 clusters Score -1323787 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1323822.625000 Penalty: 10647.271484
	Iteration 29Q: 3 clusters Score -1323823 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1323843.375000 Penalty: 10647.271484
	Iteration 30Q: 3 clusters Score -1323843 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1323862.125000 Penalty: 10647.271484
	Iteration 31Q: 3 clusters Score -1323862 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1323873.500000 Penalty: 10647.271484
	Iteration 32Q: 3 clusters Score -1323874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1323885.125000 Penalty: 10647.271484
	Iteration 33Q: 3 clusters Score -1323885 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1323893.500000 Penalty: 10647.271484
	Iteration 34Q: 3 clusters Score -1323894 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1323903.875000 Penalty: 10647.271484
	Iteration 35Q: 3 clusters Score -1323904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1323918.875000 Penalty: 10647.271484
	Iteration 36Q: 3 clusters Score -1323919 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1323926.375000 Penalty: 10647.271484
	Iteration 37Q: 3 clusters Score -1323926 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1323940.000000 Penalty: 10647.271484
	Iteration 38Q: 3 clusters Score -1323940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1323947.250000 Penalty: 10647.271484
	Iteration 39Q: 3 clusters Score -1323947 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1323952.750000 Penalty: 10647.271484
	Iteration 40F: 3 clusters Score -1323953 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1323968.875000 Penalty: 10647.271484
	Iteration 41Q: 3 clusters Score -1323969 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1323974.875000 Penalty: 10647.271484
	Iteration 42Q: 3 clusters Score -1323975 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1323986.500000 Penalty: 10647.271484
	Iteration 43Q: 3 clusters Score -1323986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1323994.875000 Penalty: 10647.271484
	Iteration 44Q: 3 clusters Score -1323995 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1324005.750000 Penalty: 10647.271484
	Iteration 45Q: 3 clusters Score -1324006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1324006.000000 Penalty: 10647.271484
	Iteration 46Q: 3 clusters Score -1324006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1324008.250000 Penalty: 10647.271484
	Iteration 47Q: 3 clusters Score -1324008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1324011.250000 Penalty: 10647.271484
	Iteration 48Q: 3 clusters Score -1324011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1324014.375000 Penalty: 10647.271484
	Iteration 49Q: 3 clusters Score -1324014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1324022.250000 Penalty: 10647.271484
	Iteration 50Q: 3 clusters Score -1324022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1324029.625000 Penalty: 10647.271484
	Iteration 51Q: 3 clusters Score -1324030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1324041.500000 Penalty: 10647.271484
	Iteration 52Q: 3 clusters Score -1324042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1324052.000000 Penalty: 10647.271484
	Iteration 53Q: 3 clusters Score -1324052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1324056.000000 Penalty: 10647.271484
	Iteration 54Q: 3 clusters Score -1324056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1324062.750000 Penalty: 10647.271484
	Iteration 55Q: 3 clusters Score -1324063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1324066.625000 Penalty: 10647.271484
	Iteration 56Q: 3 clusters Score -1324067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1324070.750000 Penalty: 10647.271484
	Iteration 57Q: 3 clusters Score -1324071 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1324077.250000 Penalty: 10647.271484
	Iteration 58Q: 3 clusters Score -1324077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1324080.875000 Penalty: 10647.271484
	Iteration 59Q: 3 clusters Score -1324081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1324087.750000 Penalty: 10647.271484
	Iteration 60F: 3 clusters Score -1324088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1324093.625000 Penalty: 10647.271484
	Iteration 61Q: 3 clusters Score -1324094 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1324106.250000 Penalty: 10647.271484
	Iteration 62Q: 3 clusters Score -1324106 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1324117.875000 Penalty: 10647.271484
	Iteration 63Q: 3 clusters Score -1324118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1324125.125000 Penalty: 10647.271484
	Iteration 64Q: 3 clusters Score -1324125 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1324128.000000 Penalty: 10647.271484
	Iteration 65Q: 3 clusters Score -1324128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1324137.375000 Penalty: 10647.271484
	Iteration 66Q: 3 clusters Score -1324137 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1324146.875000 Penalty: 10647.271484
	Iteration 67Q: 3 clusters Score -1324147 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1324154.000000 Penalty: 10647.271484
	Iteration 68Q: 3 clusters Score -1324154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1324165.000000 Penalty: 10647.271484
	Iteration 69Q: 3 clusters Score -1324165 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1324175.125000 Penalty: 10647.271484
	Iteration 70Q: 3 clusters Score -1324175 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1324185.000000 Penalty: 10647.271484
	Iteration 71Q: 3 clusters Score -1324185 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1324196.250000 Penalty: 10647.271484
	Iteration 72Q: 3 clusters Score -1324196 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1324214.500000 Penalty: 10647.271484
	Iteration 73Q: 3 clusters Score -1324214 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1324220.375000 Penalty: 10647.271484
	Iteration 74Q: 3 clusters Score -1324220 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1324233.250000 Penalty: 10647.271484
	Iteration 75Q: 3 clusters Score -1324233 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1324245.625000 Penalty: 10647.271484
	Iteration 76Q: 3 clusters Score -1324246 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1324271.625000 Penalty: 10647.271484
	Iteration 77Q: 3 clusters Score -1324272 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1324290.750000 Penalty: 10647.271484
	Iteration 78Q: 3 clusters Score -1324291 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1324307.125000 Penalty: 10647.271484
	Iteration 79Q: 3 clusters Score -1324307 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1324319.125000 Penalty: 10647.271484
	Iteration 80F: 3 clusters Score -1324319 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1324334.500000 Penalty: 10647.271484
	Iteration 81Q: 3 clusters Score -1324334 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1324353.875000 Penalty: 10647.271484
	Iteration 82Q: 3 clusters Score -1324354 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1324367.000000 Penalty: 10647.271484
	Iteration 83Q: 3 clusters Score -1324367 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1324376.125000 Penalty: 10647.271484
	Iteration 84Q: 3 clusters Score -1324376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1324384.000000 Penalty: 10647.271484
	Iteration 85Q: 3 clusters Score -1324384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1324391.750000 Penalty: 10647.271484
	Iteration 86Q: 3 clusters Score -1324392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1324394.625000 Penalty: 10647.271484
	Iteration 87Q: 3 clusters Score -1324395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1324398.750000 Penalty: 10647.271484
	Iteration 88Q: 3 clusters Score -1324399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1324400.250000 Penalty: 10647.271484
	Iteration 89Q: 3 clusters Score -1324400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1324401.750000 Penalty: 10647.271484
	Iteration 90Q: 3 clusters Score -1324402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1324403.500000 Penalty: 10647.271484
	Iteration 91Q: 3 clusters Score -1324404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1324412.000000 Penalty: 10647.271484
	Iteration 92Q: 3 clusters Score -1324412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1324416.000000 Penalty: 10647.271484
	Iteration 93Q: 3 clusters Score -1324416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1324420.000000 Penalty: 10647.271484
	Iteration 94Q: 3 clusters Score -1324420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1324421.500000 Penalty: 10647.271484
	Iteration 95Q: 3 clusters Score -1324422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1324429.500000 Penalty: 10647.271484
	Iteration 96Q: 3 clusters Score -1324430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1324440.500000 Penalty: 10647.271484
	Iteration 97Q: 3 clusters Score -1324440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1324444.500000 Penalty: 10647.271484
	Iteration 98Q: 3 clusters Score -1324444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1324448.375000 Penalty: 10647.271484
	Iteration 99Q: 3 clusters Score -1324448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1324452.625000 Penalty: 10647.271484
	Iteration 100F: 3 clusters Score -1324453 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1324457.375000 Penalty: 10647.271484
	Iteration 101Q: 3 clusters Score -1324457 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1324464.750000 Penalty: 10647.271484
	Iteration 102Q: 3 clusters Score -1324465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1324469.875000 Penalty: 10647.271484
	Iteration 103Q: 3 clusters Score -1324470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1324473.875000 Penalty: 10647.271484
	Iteration 104Q: 3 clusters Score -1324474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1324479.375000 Penalty: 10647.271484
	Iteration 105Q: 3 clusters Score -1324479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1324484.500000 Penalty: 10647.271484
	Iteration 106Q: 3 clusters Score -1324484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1324482.500000 Penalty: 10647.271484
	Iteration 107Q: 3 clusters Score -1324482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1324491.375000 Penalty: 10647.271484
	Iteration 108Q: 3 clusters Score -1324491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1324492.000000 Penalty: 10647.271484
	Iteration 109Q: 3 clusters Score -1324492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1324494.000000 Penalty: 10647.271484
	Iteration 110Q: 3 clusters Score -1324494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1324498.250000 Penalty: 10647.271484
	Iteration 111Q: 3 clusters Score -1324498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1324501.000000 Penalty: 10647.271484
	Iteration 112Q: 3 clusters Score -1324501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1324500.625000 Penalty: 10647.271484
	Iteration 113Q: 3 clusters Score -1324501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1324501.750000 Penalty: 10647.271484
	Iteration 114Q: 3 clusters Score -1324502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1324504.750000 Penalty: 10647.271484
	Iteration 115Q: 3 clusters Score -1324505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1324506.750000 Penalty: 10647.271484
	Iteration 116Q: 3 clusters Score -1324507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1324505.500000 Penalty: 10647.271484
	Iteration 117Q: 3 clusters Score -1324506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1324507.625000 Penalty: 10647.271484
	Iteration 118Q: 3 clusters Score -1324508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1324508.250000 Penalty: 10647.271484
	Iteration 119Q: 3 clusters Score -1324508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1324508.250000 Penalty: 10647.271484
	Iteration 120F: 3 clusters Score -1324508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Entering Unmasked Estep 
Score: -2757242.250000 Penalty: 5767.133301
	Iteration 0F: 2 clusters Score -2757242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -2745506.500000 Penalty: 11534.266602
	Iteration 0F: 3 clusters Score -2745506 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -2748121.000000 Penalty: 11534.266602
	Iteration 1F: 3 clusters Score -2748121 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -2748638.750000 Penalty: 11534.266602
	Iteration 2F: 3 clusters Score -2748639 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -2748935.500000 Penalty: 11534.266602
	Iteration 3Q: 3 clusters Score -2748936 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -2749144.500000 Penalty: 11534.266602
	Iteration 4Q: 3 clusters Score -2749144 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -2749291.250000 Penalty: 11534.266602
	Iteration 5Q: 3 clusters Score -2749291 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -2749429.500000 Penalty: 11534.266602
	Iteration 6Q: 3 clusters Score -2749430 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -2749539.500000 Penalty: 11534.266602
	Iteration 7Q: 3 clusters Score -2749540 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -2749659.500000 Penalty: 11534.266602
	Iteration 8Q: 3 clusters Score -2749660 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -2749746.250000 Penalty: 11534.266602
	Iteration 9Q: 3 clusters Score -2749746 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -2749815.250000 Penalty: 11534.266602
	Iteration 10Q: 3 clusters Score -2749815 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -2749879.750000 Penalty: 11534.266602
	Iteration 11Q: 3 clusters Score -2749880 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -2749936.000000 Penalty: 11534.266602
	Iteration 12Q: 3 clusters Score -2749936 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -2749985.750000 Penalty: 11534.266602
	Iteration 13Q: 3 clusters Score -2749986 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -2750048.250000 Penalty: 11534.266602
	Iteration 14Q: 3 clusters Score -2750048 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -2750095.250000 Penalty: 11534.266602
	Iteration 15Q: 3 clusters Score -2750095 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -2750151.250000 Penalty: 11534.266602
	Iteration 16Q: 3 clusters Score -2750151 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -2750206.250000 Penalty: 11534.266602
	Iteration 17Q: 3 clusters Score -2750206 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -2750256.500000 Penalty: 11534.266602
	Iteration 18Q: 3 clusters Score -2750256 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -2750318.000000 Penalty: 11534.266602
	Iteration 19Q: 3 clusters Score -2750318 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -2750389.000000 Penalty: 11534.266602
	Iteration 20F: 3 clusters Score -2750389 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -2750482.750000 Penalty: 11534.266602
	Iteration 21Q: 3 clusters Score -2750483 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -2750560.750000 Penalty: 11534.266602
	Iteration 22Q: 3 clusters Score -2750561 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -2750636.000000 Penalty: 11534.266602
	Iteration 23Q: 3 clusters Score -2750636 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -2750721.750000 Penalty: 11534.266602
	Iteration 24Q: 3 clusters Score -2750722 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -2750815.750000 Penalty: 11534.266602
	Iteration 25Q: 3 clusters Score -2750816 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -2750914.250000 Penalty: 11534.266602
	Iteration 26Q: 3 clusters Score -2750914 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -2751015.250000 Penalty: 11534.266602
	Iteration 27Q: 3 clusters Score -2751015 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -2751114.750000 Penalty: 11534.266602
	Iteration 28Q: 3 clusters Score -2751115 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -2751217.000000 Penalty: 11534.266602
	Iteration 29Q: 3 clusters Score -2751217 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -2751339.000000 Penalty: 11534.266602
	Iteration 30Q: 3 clusters Score -2751339 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -2751497.750000 Penalty: 11534.266602
	Iteration 31Q: 3 clusters Score -2751498 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -2751657.250000 Penalty: 11534.266602
	Iteration 32Q: 3 clusters Score -2751657 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -2751820.500000 Penalty: 11534.266602
	Iteration 33Q: 3 clusters Score -2751820 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -2751990.000000 Penalty: 11534.266602
	Iteration 34Q: 3 clusters Score -2751990 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -2752170.750000 Penalty: 11534.266602
	Iteration 35Q: 3 clusters Score -2752171 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -2752396.500000 Penalty: 11534.266602
	Iteration 36Q: 3 clusters Score -2752396 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -2752596.750000 Penalty: 11534.266602
	Iteration 37Q: 3 clusters Score -2752597 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -2752796.500000 Penalty: 11534.266602
	Iteration 38Q: 3 clusters Score -2752796 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -2753025.000000 Penalty: 11534.266602
	Iteration 39Q: 3 clusters Score -2753025 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -2753193.250000 Penalty: 11534.266602
	Iteration 40F: 3 clusters Score -2753193 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -2753289.750000 Penalty: 11534.266602
	Iteration 41Q: 3 clusters Score -2753290 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -2753357.750000 Penalty: 11534.266602
	Iteration 42Q: 3 clusters Score -2753358 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -2753425.750000 Penalty: 11534.266602
	Iteration 43Q: 3 clusters Score -2753426 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -2753467.750000 Penalty: 11534.266602
	Iteration 44Q: 3 clusters Score -2753468 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -2753509.750000 Penalty: 11534.266602
	Iteration 45Q: 3 clusters Score -2753510 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -2753545.750000 Penalty: 11534.266602
	Iteration 46Q: 3 clusters Score -2753546 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -2753573.500000 Penalty: 11534.266602
	Iteration 47Q: 3 clusters Score -2753574 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -2753584.500000 Penalty: 11534.266602
	Iteration 48Q: 3 clusters Score -2753584 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -2753590.750000 Penalty: 11534.266602
	Iteration 49Q: 3 clusters Score -2753591 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -2753591.750000 Penalty: 11534.266602
	Iteration 50Q: 3 clusters Score -2753592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -2753604.750000 Penalty: 11534.266602
	Iteration 51Q: 3 clusters Score -2753605 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -2753609.500000 Penalty: 11534.266602
	Iteration 52Q: 3 clusters Score -2753610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -2753618.500000 Penalty: 11534.266602
	Iteration 53Q: 3 clusters Score -2753618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -2753623.750000 Penalty: 11534.266602
	Iteration 54Q: 3 clusters Score -2753624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -2753630.750000 Penalty: 11534.266602
	Iteration 55Q: 3 clusters Score -2753631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -2753639.000000 Penalty: 11534.266602
	Iteration 56Q: 3 clusters Score -2753639 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -2753645.500000 Penalty: 11534.266602
	Iteration 57Q: 3 clusters Score -2753646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -2753649.750000 Penalty: 11534.266602
	Iteration 58Q: 3 clusters Score -2753650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -2753649.250000 Penalty: 11534.266602
	Iteration 59Q: 3 clusters Score -2753649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -2753644.500000 Penalty: 11534.266602
	Iteration 60F: 3 clusters Score -2753644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -2753645.750000 Penalty: 11534.266602
	Iteration 61Q: 3 clusters Score -2753646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -2753655.000000 Penalty: 11534.266602
	Iteration 62Q: 3 clusters Score -2753655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -2753661.750000 Penalty: 11534.266602
	Iteration 63Q: 3 clusters Score -2753662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -2753668.500000 Penalty: 11534.266602
	Iteration 64Q: 3 clusters Score -2753668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -2753661.750000 Penalty: 11534.266602
	Iteration 65Q: 3 clusters Score -2753662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -2753664.000000 Penalty: 11534.266602
	Iteration 66Q: 3 clusters Score -2753664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -2753673.750000 Penalty: 11534.266602
	Iteration 67Q: 3 clusters Score -2753674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -2753677.750000 Penalty: 11534.266602
	Iteration 68Q: 3 clusters Score -2753678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -2753683.750000 Penalty: 11534.266602
	Iteration 69Q: 3 clusters Score -2753684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -2753680.500000 Penalty: 11534.266602
	Iteration 70Q: 3 clusters Score -2753680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -2753685.000000 Penalty: 11534.266602
	Iteration 71Q: 3 clusters Score -2753685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -2753685.500000 Penalty: 11534.266602
	Iteration 72Q: 3 clusters Score -2753686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -2753690.000000 Penalty: 11534.266602
	Iteration 73Q: 3 clusters Score -2753690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -2753690.000000 Penalty: 11534.266602
	Iteration 74F: 3 clusters Score -2753690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Entering Unmasked Estep 
Score: -4592802.500000 Penalty: 6105.636230
	Iteration 0F: 2 clusters Score -4592802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -4575466.000000 Penalty: 12211.272461
	Iteration 0F: 3 clusters Score -4575466 nChanged 8699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -4580276.500000 Penalty: 12211.272461
	Iteration 1F: 3 clusters Score -4580276 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -4581073.000000 Penalty: 12211.272461
	Iteration 2F: 3 clusters Score -4581073 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -4581701.000000 Penalty: 12211.272461
	Iteration 3F: 3 clusters Score -4581701 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -4582270.000000 Penalty: 12211.272461
	Iteration 4Q: 3 clusters Score -4582270 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -4582863.500000 Penalty: 12211.272461
	Iteration 5Q: 3 clusters Score -4582864 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -4583583.500000 Penalty: 12211.272461
	Iteration 6Q: 3 clusters Score -4583584 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -4584403.000000 Penalty: 12211.272461
	Iteration 7F: 3 clusters Score -4584403 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -4585432.000000 Penalty: 12211.272461
	Iteration 8F: 3 clusters Score -4585432 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -4586359.500000 Penalty: 12211.272461
	Iteration 9F: 3 clusters Score -4586360 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -4587156.500000 Penalty: 12211.272461
	Iteration 10Q: 3 clusters Score -4587156 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -4587753.000000 Penalty: 12211.272461
	Iteration 11Q: 3 clusters Score -4587753 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -4588147.000000 Penalty: 12211.272461
	Iteration 12Q: 3 clusters Score -4588147 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -4588445.500000 Penalty: 12211.272461
	Iteration 13Q: 3 clusters Score -4588446 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -4588675.000000 Penalty: 12211.272461
	Iteration 14Q: 3 clusters Score -4588675 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -4588850.500000 Penalty: 12211.272461
	Iteration 15Q: 3 clusters Score -4588850 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -4589005.500000 Penalty: 12211.272461
	Iteration 16Q: 3 clusters Score -4589006 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -4589079.000000 Penalty: 12211.272461
	Iteration 17Q: 3 clusters Score -4589079 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -4589179.500000 Penalty: 12211.272461
	Iteration 18Q: 3 clusters Score -4589180 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -4589243.000000 Penalty: 12211.272461
	Iteration 19Q: 3 clusters Score -4589243 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -4589281.500000 Penalty: 12211.272461
	Iteration 20F: 3 clusters Score -4589282 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -4589328.500000 Penalty: 12211.272461
	Iteration 21Q: 3 clusters Score -4589328 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -4589357.500000 Penalty: 12211.272461
	Iteration 22Q: 3 clusters Score -4589358 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -4589379.000000 Penalty: 12211.272461
	Iteration 23Q: 3 clusters Score -4589379 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -4589422.500000 Penalty: 12211.272461
	Iteration 24Q: 3 clusters Score -4589422 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -4589430.000000 Penalty: 12211.272461
	Iteration 25Q: 3 clusters Score -4589430 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -4589430.000000 Penalty: 12211.272461
	Iteration 26Q: 3 clusters Score -4589430 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -4589428.500000 Penalty: 12211.272461
	Iteration 27Q: 3 clusters Score -4589428 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -4589440.500000 Penalty: 12211.272461
	Iteration 28Q: 3 clusters Score -4589440 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -4589450.000000 Penalty: 12211.272461
	Iteration 29Q: 3 clusters Score -4589450 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -4589449.000000 Penalty: 12211.272461
	Iteration 30Q: 3 clusters Score -4589449 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -4589461.500000 Penalty: 12211.272461
	Iteration 31Q: 3 clusters Score -4589462 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -4589456.500000 Penalty: 12211.272461
	Iteration 32Q: 3 clusters Score -4589456 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -4589457.500000 Penalty: 12211.272461
	Iteration 33Q: 3 clusters Score -4589458 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -4589475.500000 Penalty: 12211.272461
	Iteration 34Q: 3 clusters Score -4589476 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -4589485.500000 Penalty: 12211.272461
	Iteration 35Q: 3 clusters Score -4589486 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -4589487.000000 Penalty: 12211.272461
	Iteration 36Q: 3 clusters Score -4589487 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -4589497.000000 Penalty: 12211.272461
	Iteration 37Q: 3 clusters Score -4589497 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -4589486.000000 Penalty: 12211.272461
	Iteration 38Q: 3 clusters Score -4589486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -4589488.500000 Penalty: 12211.272461
	Iteration 39Q: 3 clusters Score -4589488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -4589491.500000 Penalty: 12211.272461
	Iteration 40F: 3 clusters Score -4589492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -4589490.500000 Penalty: 12211.272461
	Iteration 41Q: 3 clusters Score -4589490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -4589497.500000 Penalty: 12211.272461
	Iteration 42Q: 3 clusters Score -4589498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -4589500.000000 Penalty: 12211.272461
	Iteration 43Q: 3 clusters Score -4589500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -4589503.500000 Penalty: 12211.272461
	Iteration 44Q: 3 clusters Score -4589504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -4589504.000000 Penalty: 12211.272461
	Iteration 45Q: 3 clusters Score -4589504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -4589504.000000 Penalty: 12211.272461
	Iteration 46F: 3 clusters Score -4589504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (146578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146578 members 
Entering Unmasked Estep 
Score: -32494542.000000 Penalty: 7285.879395
	Iteration 0F: 2 clusters Score -3.249454e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73295 members 
Mstep: Class 2 contains 73283 members 
Entering Unmasked Estep 
Score: -32395570.000000 Penalty: 14571.758789
	Iteration 0F: 3 clusters Score -3.239557e+07 nChanged 67918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73847 members 
Mstep: Class 2 contains 72731 members 
Entering Unmasked Estep 
Score: -32433296.000000 Penalty: 14571.758789
	Iteration 1F: 3 clusters Score -3.24333e+07 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74091 members 
Mstep: Class 2 contains 72487 members 
Entering Unmasked Estep 
Score: -32434386.000000 Penalty: 14571.758789
	Iteration 2Q: 3 clusters Score -3.243439e+07 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74409 members 
Mstep: Class 2 contains 72169 members 
Entering Unmasked Estep 
Score: -32435682.000000 Penalty: 14571.758789
	Iteration 3Q: 3 clusters Score -3.243568e+07 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74968 members 
Mstep: Class 2 contains 71610 members 
Entering Unmasked Estep 
Score: -32437024.000000 Penalty: 14571.758789
	Iteration 4Q: 3 clusters Score -3.243702e+07 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75850 members 
Mstep: Class 2 contains 70728 members 
Entering Unmasked Estep 
Score: -32438160.000000 Penalty: 14571.758789
	Iteration 5Q: 3 clusters Score -3.243816e+07 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77164 members 
Mstep: Class 2 contains 69414 members 
Entering Unmasked Estep 
Score: -32439562.000000 Penalty: 14571.758789
	Iteration 6Q: 3 clusters Score -3.243956e+07 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79063 members 
Mstep: Class 2 contains 67515 members 
Entering Unmasked Estep 
Score: -32441092.000000 Penalty: 14571.758789
	Iteration 7Q: 3 clusters Score -3.244109e+07 nChanged 5769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81800 members 
Mstep: Class 2 contains 64778 members 
Entering Unmasked Estep 
Score: -32443118.000000 Penalty: 14571.758789
	Iteration 8Q: 3 clusters Score -3.244312e+07 nChanged 6387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85469 members 
Mstep: Class 2 contains 61109 members 
Entering Unmasked Estep 
Score: -32446056.000000 Penalty: 14571.758789
	Iteration 9Q: 3 clusters Score -3.244606e+07 nChanged 6979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90164 members 
Mstep: Class 2 contains 56414 members 
Entering Unmasked Estep 
Score: -32449552.000000 Penalty: 14571.758789
	Iteration 10Q: 3 clusters Score -3.244955e+07 nChanged 7556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95974 members 
Mstep: Class 2 contains 50604 members 
Entering Unmasked Estep 
Score: -32453968.000000 Penalty: 14571.758789
	Iteration 11F: 3 clusters Score -3.245397e+07 nChanged 7923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102631 members 
Mstep: Class 2 contains 43947 members 
Entering Unmasked Estep 
Score: -32459046.000000 Penalty: 14571.758789
	Iteration 12F: 3 clusters Score -3.245905e+07 nChanged 7822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109541 members 
Mstep: Class 2 contains 37037 members 
Entering Unmasked Estep 
Score: -32464078.000000 Penalty: 14571.758789
	Iteration 13F: 3 clusters Score -3.246408e+07 nChanged 7108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116143 members 
Mstep: Class 2 contains 30435 members 
Entering Unmasked Estep 
Score: -32468964.000000 Penalty: 14571.758789
	Iteration 14Q: 3 clusters Score -3.246896e+07 nChanged 6137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122002 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -32472942.000000 Penalty: 14571.758789
	Iteration 15Q: 3 clusters Score -3.247294e+07 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127180 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -32476456.000000 Penalty: 14571.758789
	Iteration 16Q: 3 clusters Score -3.247646e+07 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131691 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -32479412.000000 Penalty: 14571.758789
	Iteration 17Q: 3 clusters Score -3.247941e+07 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135422 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -32481886.000000 Penalty: 14571.758789
	Iteration 18Q: 3 clusters Score -3.248189e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138345 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -32483684.000000 Penalty: 14571.758789
	Iteration 19Q: 3 clusters Score -3.248368e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140624 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -32485128.000000 Penalty: 14571.758789
	Iteration 20F: 3 clusters Score -3.248513e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142243 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -32486336.000000 Penalty: 14571.758789
	Iteration 21Q: 3 clusters Score -3.248634e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143297 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -32487098.000000 Penalty: 14571.758789
	Iteration 22Q: 3 clusters Score -3.24871e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143965 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -32487444.000000 Penalty: 14571.758789
	Iteration 23Q: 3 clusters Score -3.248744e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144379 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -32487786.000000 Penalty: 14571.758789
	Iteration 24Q: 3 clusters Score -3.248779e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144659 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -32488018.000000 Penalty: 14571.758789
	Iteration 25Q: 3 clusters Score -3.248802e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144827 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -32488194.000000 Penalty: 14571.758789
	Iteration 26Q: 3 clusters Score -3.248819e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144933 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -32488268.000000 Penalty: 14571.758789
	Iteration 27Q: 3 clusters Score -3.248827e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145021 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -32488324.000000 Penalty: 14571.758789
	Iteration 28Q: 3 clusters Score -3.248832e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145090 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -32488428.000000 Penalty: 14571.758789
	Iteration 29Q: 3 clusters Score -3.248843e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145132 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -32488454.000000 Penalty: 14571.758789
	Iteration 30Q: 3 clusters Score -3.248845e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145166 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -32488486.000000 Penalty: 14571.758789
	Iteration 31Q: 3 clusters Score -3.248849e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145193 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -32488510.000000 Penalty: 14571.758789
	Iteration 32Q: 3 clusters Score -3.248851e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145218 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -32488526.000000 Penalty: 14571.758789
	Iteration 33Q: 3 clusters Score -3.248853e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145231 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -32488520.000000 Penalty: 14571.758789
	Iteration 34Q: 3 clusters Score -3.248852e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145244 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -32488538.000000 Penalty: 14571.758789
	Iteration 35Q: 3 clusters Score -3.248854e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145257 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -32488534.000000 Penalty: 14571.758789
	Iteration 36Q: 3 clusters Score -3.248853e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145267 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -32488546.000000 Penalty: 14571.758789
	Iteration 37Q: 3 clusters Score -3.248855e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145276 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -32488542.000000 Penalty: 14571.758789
	Iteration 38Q: 3 clusters Score -3.248854e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145280 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -32488544.000000 Penalty: 14571.758789
	Iteration 39Q: 3 clusters Score -3.248854e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145284 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -32488570.000000 Penalty: 14571.758789
	Iteration 40F: 3 clusters Score -3.248857e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145287 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -32488566.000000 Penalty: 14571.758789
	Iteration 41Q: 3 clusters Score -3.248857e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145289 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -32488570.000000 Penalty: 14571.758789
	Iteration 42Q: 3 clusters Score -3.248857e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145290 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -32488584.000000 Penalty: 14571.758789
	Iteration 43Q: 3 clusters Score -3.248858e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145292 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -32488564.000000 Penalty: 14571.758789
	Iteration 44Q: 3 clusters Score -3.248856e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145293 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -32488574.000000 Penalty: 14571.758789
	Iteration 45Q: 3 clusters Score -3.248857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145294 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -32488570.000000 Penalty: 14571.758789
	Iteration 46Q: 3 clusters Score -3.248857e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145294 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -32488570.000000 Penalty: 14571.758789
	Iteration 47F: 3 clusters Score -3.248857e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Entering Unmasked Estep 
Score: -2338095.000000 Penalty: 5692.879883
	Iteration 0F: 2 clusters Score -2338095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -2327298.750000 Penalty: 11385.759766
	Iteration 0F: 3 clusters Score -2327299 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -2329574.000000 Penalty: 11385.759766
	Iteration 1F: 3 clusters Score -2329574 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -2330061.250000 Penalty: 11385.759766
	Iteration 2F: 3 clusters Score -2330061 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -2330477.250000 Penalty: 11385.759766
	Iteration 3Q: 3 clusters Score -2330477 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -2330947.000000 Penalty: 11385.759766
	Iteration 4Q: 3 clusters Score -2330947 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -2331577.750000 Penalty: 11385.759766
	Iteration 5Q: 3 clusters Score -2331578 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -2332213.000000 Penalty: 11385.759766
	Iteration 6F: 3 clusters Score -2332213 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -2332742.000000 Penalty: 11385.759766
	Iteration 7F: 3 clusters Score -2332742 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -2333180.000000 Penalty: 11385.759766
	Iteration 8Q: 3 clusters Score -2333180 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -2333528.750000 Penalty: 11385.759766
	Iteration 9Q: 3 clusters Score -2333529 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -2333848.750000 Penalty: 11385.759766
	Iteration 10Q: 3 clusters Score -2333849 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -2334148.250000 Penalty: 11385.759766
	Iteration 11Q: 3 clusters Score -2334148 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -2334407.750000 Penalty: 11385.759766
	Iteration 12Q: 3 clusters Score -2334408 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -2334611.750000 Penalty: 11385.759766
	Iteration 13Q: 3 clusters Score -2334612 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -2334773.250000 Penalty: 11385.759766
	Iteration 14Q: 3 clusters Score -2334773 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -2334913.250000 Penalty: 11385.759766
	Iteration 15Q: 3 clusters Score -2334913 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -2335034.500000 Penalty: 11385.759766
	Iteration 16Q: 3 clusters Score -2335034 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -2335112.250000 Penalty: 11385.759766
	Iteration 17Q: 3 clusters Score -2335112 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -2335191.000000 Penalty: 11385.759766
	Iteration 18Q: 3 clusters Score -2335191 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -2335245.750000 Penalty: 11385.759766
	Iteration 19Q: 3 clusters Score -2335246 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -2335292.000000 Penalty: 11385.759766
	Iteration 20F: 3 clusters Score -2335292 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -2335342.000000 Penalty: 11385.759766
	Iteration 21Q: 3 clusters Score -2335342 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -2335369.250000 Penalty: 11385.759766
	Iteration 22Q: 3 clusters Score -2335369 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -2335393.500000 Penalty: 11385.759766
	Iteration 23Q: 3 clusters Score -2335394 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -2335413.500000 Penalty: 11385.759766
	Iteration 24Q: 3 clusters Score -2335414 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -2335430.750000 Penalty: 11385.759766
	Iteration 25Q: 3 clusters Score -2335431 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -2335438.250000 Penalty: 11385.759766
	Iteration 26Q: 3 clusters Score -2335438 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -2335450.250000 Penalty: 11385.759766
	Iteration 27Q: 3 clusters Score -2335450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -2335454.750000 Penalty: 11385.759766
	Iteration 28Q: 3 clusters Score -2335455 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -2335459.750000 Penalty: 11385.759766
	Iteration 29Q: 3 clusters Score -2335460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -2335464.500000 Penalty: 11385.759766
	Iteration 30Q: 3 clusters Score -2335464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -2335462.500000 Penalty: 11385.759766
	Iteration 31Q: 3 clusters Score -2335462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -2335462.000000 Penalty: 11385.759766
	Iteration 32Q: 3 clusters Score -2335462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -2335463.750000 Penalty: 11385.759766
	Iteration 33Q: 3 clusters Score -2335464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -2335467.250000 Penalty: 11385.759766
	Iteration 34Q: 3 clusters Score -2335467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -2335469.000000 Penalty: 11385.759766
	Iteration 35Q: 3 clusters Score -2335469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -2335477.500000 Penalty: 11385.759766
	Iteration 36Q: 3 clusters Score -2335478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -2335477.000000 Penalty: 11385.759766
	Iteration 37Q: 3 clusters Score -2335477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -2335476.000000 Penalty: 11385.759766
	Iteration 38Q: 3 clusters Score -2335476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -2335477.250000 Penalty: 11385.759766
	Iteration 39Q: 3 clusters Score -2335477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -2335477.250000 Penalty: 11385.759766
	Iteration 40F: 3 clusters Score -2335477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Entering Unmasked Estep 
Score: -187491.046875 Penalty: 4219.250977
	Iteration 0F: 2 clusters Score -187491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -183673.562500 Penalty: 8438.501953
	Iteration 0F: 3 clusters Score -183673.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -184191.937500 Penalty: 8438.501953
	Iteration 1F: 3 clusters Score -184191.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -184428.046875 Penalty: 8438.501953
	Iteration 2F: 3 clusters Score -184428 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -184547.703125 Penalty: 8438.501953
	Iteration 3Q: 3 clusters Score -184547.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -184681.375000 Penalty: 8438.501953
	Iteration 4Q: 3 clusters Score -184681.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -184729.687500 Penalty: 8438.501953
	Iteration 5Q: 3 clusters Score -184729.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -184769.484375 Penalty: 8438.501953
	Iteration 6Q: 3 clusters Score -184769.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -184805.562500 Penalty: 8438.501953
	Iteration 7Q: 3 clusters Score -184805.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -184833.515625 Penalty: 8438.501953
	Iteration 8Q: 3 clusters Score -184833.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -184854.062500 Penalty: 8438.501953
	Iteration 9Q: 3 clusters Score -184854.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -184863.609375 Penalty: 8438.501953
	Iteration 10Q: 3 clusters Score -184863.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -184868.765625 Penalty: 8438.501953
	Iteration 11Q: 3 clusters Score -184868.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -184887.828125 Penalty: 8438.501953
	Iteration 12Q: 3 clusters Score -184887.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -184905.000000 Penalty: 8438.501953
	Iteration 13Q: 3 clusters Score -184905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -184911.500000 Penalty: 8438.501953
	Iteration 14Q: 3 clusters Score -184911.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -184913.218750 Penalty: 8438.501953
	Iteration 15F: 3 clusters Score -184913.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -184932.031250 Penalty: 8438.501953
	Iteration 16Q: 3 clusters Score -184932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -184942.796875 Penalty: 8438.501953
	Iteration 17Q: 3 clusters Score -184942.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -184988.234375 Penalty: 8438.501953
	Iteration 18Q: 3 clusters Score -184988.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -185029.578125 Penalty: 8438.501953
	Iteration 19Q: 3 clusters Score -185029.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -185069.218750 Penalty: 8438.501953
	Iteration 20F: 3 clusters Score -185069.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -185102.203125 Penalty: 8438.501953
	Iteration 21Q: 3 clusters Score -185102.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -185141.859375 Penalty: 8438.501953
	Iteration 22Q: 3 clusters Score -185141.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -185166.593750 Penalty: 8438.501953
	Iteration 23Q: 3 clusters Score -185166.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -185186.609375 Penalty: 8438.501953
	Iteration 24Q: 3 clusters Score -185186.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -185209.125000 Penalty: 8438.501953
	Iteration 25Q: 3 clusters Score -185209.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -185219.671875 Penalty: 8438.501953
	Iteration 26Q: 3 clusters Score -185219.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -185240.875000 Penalty: 8438.501953
	Iteration 27Q: 3 clusters Score -185240.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -185247.812500 Penalty: 8438.501953
	Iteration 28Q: 3 clusters Score -185247.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -185247.812500 Penalty: 8438.501953
	Iteration 29F: 3 clusters Score -185247.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (69428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69428 members 
Entering Unmasked Estep 
Score: -15516714.000000 Penalty: 6828.177734
	Iteration 0F: 2 clusters Score -1.551671e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34495 members 
Mstep: Class 2 contains 34933 members 
Entering Unmasked Estep 
Score: -15468408.000000 Penalty: 13656.355469
	Iteration 0F: 3 clusters Score -1.546841e+07 nChanged 31297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33440 members 
Mstep: Class 2 contains 35988 members 
Entering Unmasked Estep 
Score: -15485341.000000 Penalty: 13656.355469
	Iteration 1F: 3 clusters Score -1.548534e+07 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32799 members 
Mstep: Class 2 contains 36629 members 
Entering Unmasked Estep 
Score: -15486638.000000 Penalty: 13656.355469
	Iteration 2Q: 3 clusters Score -1.548664e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32037 members 
Mstep: Class 2 contains 37391 members 
Entering Unmasked Estep 
Score: -15488178.000000 Penalty: 13656.355469
	Iteration 3Q: 3 clusters Score -1.548818e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31264 members 
Mstep: Class 2 contains 38164 members 
Entering Unmasked Estep 
Score: -15489766.000000 Penalty: 13656.355469
	Iteration 4Q: 3 clusters Score -1.548977e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30493 members 
Mstep: Class 2 contains 38935 members 
Entering Unmasked Estep 
Score: -15490995.000000 Penalty: 13656.355469
	Iteration 5Q: 3 clusters Score -1.5491e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29719 members 
Mstep: Class 2 contains 39709 members 
Entering Unmasked Estep 
Score: -15492335.000000 Penalty: 13656.355469
	Iteration 6Q: 3 clusters Score -1.549234e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 40725 members 
Entering Unmasked Estep 
Score: -15493676.000000 Penalty: 13656.355469
	Iteration 7Q: 3 clusters Score -1.549368e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 41953 members 
Entering Unmasked Estep 
Score: -15494951.000000 Penalty: 13656.355469
	Iteration 8Q: 3 clusters Score -1.549495e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 43395 members 
Entering Unmasked Estep 
Score: -15496302.000000 Penalty: 13656.355469
	Iteration 9Q: 3 clusters Score -1.54963e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 44954 members 
Entering Unmasked Estep 
Score: -15497530.000000 Penalty: 13656.355469
	Iteration 10Q: 3 clusters Score -1.549753e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 46699 members 
Entering Unmasked Estep 
Score: -15498873.000000 Penalty: 13656.355469
	Iteration 11Q: 3 clusters Score -1.549887e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 48605 members 
Entering Unmasked Estep 
Score: -15500118.000000 Penalty: 13656.355469
	Iteration 12Q: 3 clusters Score -1.550012e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 50586 members 
Entering Unmasked Estep 
Score: -15501343.000000 Penalty: 13656.355469
	Iteration 13Q: 3 clusters Score -1.550134e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 52626 members 
Entering Unmasked Estep 
Score: -15502581.000000 Penalty: 13656.355469
	Iteration 14Q: 3 clusters Score -1.550258e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 54620 members 
Entering Unmasked Estep 
Score: -15503762.000000 Penalty: 13656.355469
	Iteration 15Q: 3 clusters Score -1.550376e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 56484 members 
Entering Unmasked Estep 
Score: -15504766.000000 Penalty: 13656.355469
	Iteration 16Q: 3 clusters Score -1.550477e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 58140 members 
Entering Unmasked Estep 
Score: -15505666.000000 Penalty: 13656.355469
	Iteration 17Q: 3 clusters Score -1.550567e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 59620 members 
Entering Unmasked Estep 
Score: -15506394.000000 Penalty: 13656.355469
	Iteration 18Q: 3 clusters Score -1.550639e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 60924 members 
Entering Unmasked Estep 
Score: -15507083.000000 Penalty: 13656.355469
	Iteration 19Q: 3 clusters Score -1.550708e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 62032 members 
Entering Unmasked Estep 
Score: -15507649.000000 Penalty: 13656.355469
	Iteration 20F: 3 clusters Score -1.550765e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 63028 members 
Entering Unmasked Estep 
Score: -15508261.000000 Penalty: 13656.355469
	Iteration 21Q: 3 clusters Score -1.550826e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 63916 members 
Entering Unmasked Estep 
Score: -15508681.000000 Penalty: 13656.355469
	Iteration 22Q: 3 clusters Score -1.550868e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 64624 members 
Entering Unmasked Estep 
Score: -15509066.000000 Penalty: 13656.355469
	Iteration 23Q: 3 clusters Score -1.550907e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 65204 members 
Entering Unmasked Estep 
Score: -15509393.000000 Penalty: 13656.355469
	Iteration 24Q: 3 clusters Score -1.550939e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 65686 members 
Entering Unmasked Estep 
Score: -15509638.000000 Penalty: 13656.355469
	Iteration 25Q: 3 clusters Score -1.550964e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 66085 members 
Entering Unmasked Estep 
Score: -15509852.000000 Penalty: 13656.355469
	Iteration 26Q: 3 clusters Score -1.550985e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 66414 members 
Entering Unmasked Estep 
Score: -15510020.000000 Penalty: 13656.355469
	Iteration 27Q: 3 clusters Score -1.551002e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 66689 members 
Entering Unmasked Estep 
Score: -15510135.000000 Penalty: 13656.355469
	Iteration 28Q: 3 clusters Score -1.551014e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 66901 members 
Entering Unmasked Estep 
Score: -15510283.000000 Penalty: 13656.355469
	Iteration 29Q: 3 clusters Score -1.551028e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 67062 members 
Entering Unmasked Estep 
Score: -15510367.000000 Penalty: 13656.355469
	Iteration 30Q: 3 clusters Score -1.551037e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 67202 members 
Entering Unmasked Estep 
Score: -15510431.000000 Penalty: 13656.355469
	Iteration 31Q: 3 clusters Score -1.551043e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 67312 members 
Entering Unmasked Estep 
Score: -15510468.000000 Penalty: 13656.355469
	Iteration 32Q: 3 clusters Score -1.551047e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 67405 members 
Entering Unmasked Estep 
Score: -15510525.000000 Penalty: 13656.355469
	Iteration 33Q: 3 clusters Score -1.551052e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 67475 members 
Entering Unmasked Estep 
Score: -15510559.000000 Penalty: 13656.355469
	Iteration 34Q: 3 clusters Score -1.551056e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 67529 members 
Entering Unmasked Estep 
Score: -15510583.000000 Penalty: 13656.355469
	Iteration 35Q: 3 clusters Score -1.551058e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 67583 members 
Entering Unmasked Estep 
Score: -15510624.000000 Penalty: 13656.355469
	Iteration 36Q: 3 clusters Score -1.551062e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 67634 members 
Entering Unmasked Estep 
Score: -15510666.000000 Penalty: 13656.355469
	Iteration 37Q: 3 clusters Score -1.551067e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 67691 members 
Entering Unmasked Estep 
Score: -15510707.000000 Penalty: 13656.355469
	Iteration 38Q: 3 clusters Score -1.551071e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 67739 members 
Entering Unmasked Estep 
Score: -15510718.000000 Penalty: 13656.355469
	Iteration 39Q: 3 clusters Score -1.551072e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 67770 members 
Entering Unmasked Estep 
Score: -15510727.000000 Penalty: 13656.355469
	Iteration 40F: 3 clusters Score -1.551073e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 67792 members 
Entering Unmasked Estep 
Score: -15510759.000000 Penalty: 13656.355469
	Iteration 41Q: 3 clusters Score -1.551076e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 67818 members 
Entering Unmasked Estep 
Score: -15510771.000000 Penalty: 13656.355469
	Iteration 42Q: 3 clusters Score -1.551077e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 67843 members 
Entering Unmasked Estep 
Score: -15510800.000000 Penalty: 13656.355469
	Iteration 43Q: 3 clusters Score -1.55108e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 67868 members 
Entering Unmasked Estep 
Score: -15510830.000000 Penalty: 13656.355469
	Iteration 44Q: 3 clusters Score -1.551083e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 67885 members 
Entering Unmasked Estep 
Score: -15510841.000000 Penalty: 13656.355469
	Iteration 45Q: 3 clusters Score -1.551084e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 67893 members 
Entering Unmasked Estep 
Score: -15510865.000000 Penalty: 13656.355469
	Iteration 46Q: 3 clusters Score -1.551086e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 67903 members 
Entering Unmasked Estep 
Score: -15510866.000000 Penalty: 13656.355469
	Iteration 47Q: 3 clusters Score -1.551087e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 67920 members 
Entering Unmasked Estep 
Score: -15510859.000000 Penalty: 13656.355469
	Iteration 48Q: 3 clusters Score -1.551086e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 67932 members 
Entering Unmasked Estep 
Score: -15510869.000000 Penalty: 13656.355469
	Iteration 49Q: 3 clusters Score -1.551087e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 67938 members 
Entering Unmasked Estep 
Score: -15510861.000000 Penalty: 13656.355469
	Iteration 50Q: 3 clusters Score -1.551086e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 67951 members 
Entering Unmasked Estep 
Score: -15510848.000000 Penalty: 13656.355469
	Iteration 51Q: 3 clusters Score -1.551085e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 67957 members 
Entering Unmasked Estep 
Score: -15510856.000000 Penalty: 13656.355469
	Iteration 52Q: 3 clusters Score -1.551086e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 67965 members 
Entering Unmasked Estep 
Score: -15510875.000000 Penalty: 13656.355469
	Iteration 53Q: 3 clusters Score -1.551088e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 67969 members 
Entering Unmasked Estep 
Score: -15510891.000000 Penalty: 13656.355469
	Iteration 54Q: 3 clusters Score -1.551089e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 67974 members 
Entering Unmasked Estep 
Score: -15510875.000000 Penalty: 13656.355469
	Iteration 55Q: 3 clusters Score -1.551088e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 67978 members 
Entering Unmasked Estep 
Score: -15510879.000000 Penalty: 13656.355469
	Iteration 56Q: 3 clusters Score -1.551088e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 67983 members 
Entering Unmasked Estep 
Score: -15510892.000000 Penalty: 13656.355469
	Iteration 57Q: 3 clusters Score -1.551089e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 67986 members 
Entering Unmasked Estep 
Score: -15510878.000000 Penalty: 13656.355469
	Iteration 58Q: 3 clusters Score -1.551088e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 67988 members 
Entering Unmasked Estep 
Score: -15510889.000000 Penalty: 13656.355469
	Iteration 59Q: 3 clusters Score -1.551089e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 67991 members 
Entering Unmasked Estep 
Score: -15510895.000000 Penalty: 13656.355469
	Iteration 60F: 3 clusters Score -1.55109e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 67993 members 
Entering Unmasked Estep 
Score: -15510892.000000 Penalty: 13656.355469
	Iteration 61Q: 3 clusters Score -1.551089e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 67994 members 
Entering Unmasked Estep 
Score: -15510899.000000 Penalty: 13656.355469
	Iteration 62Q: 3 clusters Score -1.55109e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 67995 members 
Entering Unmasked Estep 
Score: -15510894.000000 Penalty: 13656.355469
	Iteration 63Q: 3 clusters Score -1.551089e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 67995 members 
Entering Unmasked Estep 
Score: -15510894.000000 Penalty: 13656.355469
	Iteration 64F: 3 clusters Score -1.551089e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -389734.156250 Penalty: 4619.605957
	Iteration 0F: 2 clusters Score -389734.2 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 901 members 
Entering Unmasked Estep 
Score: -385048.281250 Penalty: 9239.211914
	Iteration 0F: 3 clusters Score -385048.3 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -385650.375000 Penalty: 9239.211914
	Iteration 1F: 3 clusters Score -385650.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -385824.937500 Penalty: 9239.211914
	Iteration 2F: 3 clusters Score -385824.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -385963.156250 Penalty: 9239.211914
	Iteration 3Q: 3 clusters Score -385963.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -386045.437500 Penalty: 9239.211914
	Iteration 4Q: 3 clusters Score -386045.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -386137.937500 Penalty: 9239.211914
	Iteration 5Q: 3 clusters Score -386137.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -386287.468750 Penalty: 9239.211914
	Iteration 6Q: 3 clusters Score -386287.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -386384.187500 Penalty: 9239.211914
	Iteration 7Q: 3 clusters Score -386384.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -386457.656250 Penalty: 9239.211914
	Iteration 8Q: 3 clusters Score -386457.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -386509.437500 Penalty: 9239.211914
	Iteration 9Q: 3 clusters Score -386509.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -386557.093750 Penalty: 9239.211914
	Iteration 10Q: 3 clusters Score -386557.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -386590.062500 Penalty: 9239.211914
	Iteration 11Q: 3 clusters Score -386590.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -386616.937500 Penalty: 9239.211914
	Iteration 12Q: 3 clusters Score -386616.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -386645.687500 Penalty: 9239.211914
	Iteration 13Q: 3 clusters Score -386645.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -386688.031250 Penalty: 9239.211914
	Iteration 14Q: 3 clusters Score -386688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -386721.375000 Penalty: 9239.211914
	Iteration 15Q: 3 clusters Score -386721.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -386753.562500 Penalty: 9239.211914
	Iteration 16Q: 3 clusters Score -386753.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -386772.687500 Penalty: 9239.211914
	Iteration 17Q: 3 clusters Score -386772.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -386785.750000 Penalty: 9239.211914
	Iteration 18Q: 3 clusters Score -386785.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -386795.500000 Penalty: 9239.211914
	Iteration 19Q: 3 clusters Score -386795.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -386811.781250 Penalty: 9239.211914
	Iteration 20F: 3 clusters Score -386811.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -386906.343750 Penalty: 9239.211914
	Iteration 21Q: 3 clusters Score -386906.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -387062.625000 Penalty: 9239.211914
	Iteration 22Q: 3 clusters Score -387062.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -387186.718750 Penalty: 9239.211914
	Iteration 23Q: 3 clusters Score -387186.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -387287.500000 Penalty: 9239.211914
	Iteration 24Q: 3 clusters Score -387287.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -387366.875000 Penalty: 9239.211914
	Iteration 25Q: 3 clusters Score -387366.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -387454.156250 Penalty: 9239.211914
	Iteration 26Q: 3 clusters Score -387454.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -387466.750000 Penalty: 9239.211914
	Iteration 27Q: 3 clusters Score -387466.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -387472.812500 Penalty: 9239.211914
	Iteration 28Q: 3 clusters Score -387472.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -387475.156250 Penalty: 9239.211914
	Iteration 29Q: 3 clusters Score -387475.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -387479.968750 Penalty: 9239.211914
	Iteration 30F: 3 clusters Score -387480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -387509.781250 Penalty: 9239.211914
	Iteration 31Q: 3 clusters Score -387509.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -387626.562500 Penalty: 9239.211914
	Iteration 32Q: 3 clusters Score -387626.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -387664.937500 Penalty: 9239.211914
	Iteration 33Q: 3 clusters Score -387664.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -387690.156250 Penalty: 9239.211914
	Iteration 34Q: 3 clusters Score -387690.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -387722.000000 Penalty: 9239.211914
	Iteration 35Q: 3 clusters Score -387722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -387746.593750 Penalty: 9239.211914
	Iteration 36Q: 3 clusters Score -387746.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -387755.062500 Penalty: 9239.211914
	Iteration 37Q: 3 clusters Score -387755.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -387770.500000 Penalty: 9239.211914
	Iteration 38Q: 3 clusters Score -387770.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -387779.562500 Penalty: 9239.211914
	Iteration 39Q: 3 clusters Score -387779.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -387779.562500 Penalty: 9239.211914
	Iteration 40F: 3 clusters Score -387779.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Entering Unmasked Estep 
Score: -269829.468750 Penalty: 4420.684082
	Iteration 0F: 2 clusters Score -269829.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -265443.000000 Penalty: 8841.368164
	Iteration 0F: 3 clusters Score -265443 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -266247.062500 Penalty: 8841.368164
	Iteration 1F: 3 clusters Score -266247.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -266863.468750 Penalty: 8841.368164
	Iteration 2F: 3 clusters Score -266863.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -267472.437500 Penalty: 8841.368164
	Iteration 3F: 3 clusters Score -267472.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -267819.906250 Penalty: 8841.368164
	Iteration 4F: 3 clusters Score -267819.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -268096.656250 Penalty: 8841.368164
	Iteration 5Q: 3 clusters Score -268096.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -268412.531250 Penalty: 8841.368164
	Iteration 6Q: 3 clusters Score -268412.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -269010.406250 Penalty: 8841.368164
	Iteration 7F: 3 clusters Score -269010.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -269391.375000 Penalty: 8841.368164
	Iteration 8Q: 3 clusters Score -269391.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -269663.218750 Penalty: 8841.368164
	Iteration 9Q: 3 clusters Score -269663.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -269797.000000 Penalty: 8841.368164
	Iteration 10Q: 3 clusters Score -269797 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -269882.937500 Penalty: 8841.368164
	Iteration 11Q: 3 clusters Score -269882.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -269923.250000 Penalty: 8841.368164
	Iteration 12Q: 3 clusters Score -269923.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -269927.375000 Penalty: 8841.368164
	Iteration 13Q: 3 clusters Score -269927.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -269927.375000 Penalty: 8841.368164
	Iteration 14F: 3 clusters Score -269927.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 31832 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 11949 members 
Mstep: Class 5 contains 5953 members 
Mstep: Class 6 contains 12280 members 
Mstep: Class 7 contains 21341 members 
Mstep: Class 8 contains 146578 members 
Mstep: Class 9 contains 10878 members 
Mstep: Class 10 contains 981 members 
Mstep: Class 11 contains 69428 members 
Mstep: Class 12 contains 1886 members 
Mstep: Class 13 contains 661 members 
Mstep: Class 14 contains 127686 members 
Mstep: Class 15 contains 17134 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22646 members 
Mstep: Class 18 contains 53795 members 
Mstep: Class 19 contains 18037 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63731 members 
Mstep: Class 22 contains 5969 members 
Mstep: Class 23 contains 29565 members 
Mstep: Class 24 contains 44906 members 
Mstep: Class 25 contains 702 members 
Entering Unmasked Estep 
Score: -157240064.000000 Penalty: 206468.734375
Splitting cluster 13 changes total score from -157243888.000000 to -157240064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (127686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127686 members 
Entering Unmasked Estep 
Score: -28522090.000000 Penalty: 7201.363770
	Iteration 0F: 2 clusters Score -2.852209e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63969 members 
Mstep: Class 2 contains 63717 members 
Entering Unmasked Estep 
Score: -28436750.000000 Penalty: 14402.727539
	Iteration 0F: 3 clusters Score -2.843675e+07 nChanged 58978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65631 members 
Mstep: Class 2 contains 62055 members 
Entering Unmasked Estep 
Score: -28469040.000000 Penalty: 14402.727539
	Iteration 1F: 3 clusters Score -2.846904e+07 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66445 members 
Mstep: Class 2 contains 61241 members 
Entering Unmasked Estep 
Score: -28470304.000000 Penalty: 14402.727539
	Iteration 2Q: 3 clusters Score -2.84703e+07 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67679 members 
Mstep: Class 2 contains 60007 members 
Entering Unmasked Estep 
Score: -28471352.000000 Penalty: 14402.727539
	Iteration 3Q: 3 clusters Score -2.847135e+07 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69335 members 
Mstep: Class 2 contains 58351 members 
Entering Unmasked Estep 
Score: -28472398.000000 Penalty: 14402.727539
	Iteration 4Q: 3 clusters Score -2.84724e+07 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71697 members 
Mstep: Class 2 contains 55989 members 
Entering Unmasked Estep 
Score: -28473814.000000 Penalty: 14402.727539
	Iteration 5Q: 3 clusters Score -2.847381e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75054 members 
Mstep: Class 2 contains 52632 members 
Entering Unmasked Estep 
Score: -28475216.000000 Penalty: 14402.727539
	Iteration 6Q: 3 clusters Score -2.847522e+07 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79546 members 
Mstep: Class 2 contains 48140 members 
Entering Unmasked Estep 
Score: -28477548.000000 Penalty: 14402.727539
	Iteration 7Q: 3 clusters Score -2.847755e+07 nChanged 6362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85572 members 
Mstep: Class 2 contains 42114 members 
Entering Unmasked Estep 
Score: -28481172.000000 Penalty: 14402.727539
	Iteration 8Q: 3 clusters Score -2.848117e+07 nChanged 7962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93360 members 
Mstep: Class 2 contains 34326 members 
Entering Unmasked Estep 
Score: -28486584.000000 Penalty: 14402.727539
	Iteration 9F: 3 clusters Score -2.848658e+07 nChanged 9232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102552 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -28493820.000000 Penalty: 14402.727539
	Iteration 10F: 3 clusters Score -2.849382e+07 nChanged 9322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111848 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -28502016.000000 Penalty: 14402.727539
	Iteration 11F: 3 clusters Score -2.850202e+07 nChanged 7374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119206 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -28508566.000000 Penalty: 14402.727539
	Iteration 12F: 3 clusters Score -2.850857e+07 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123591 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -28512500.000000 Penalty: 14402.727539
	Iteration 13Q: 3 clusters Score -2.85125e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125511 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -28514252.000000 Penalty: 14402.727539
	Iteration 14Q: 3 clusters Score -2.851425e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126225 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -28514998.000000 Penalty: 14402.727539
	Iteration 15Q: 3 clusters Score -2.8515e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126511 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -28515394.000000 Penalty: 14402.727539
	Iteration 16Q: 3 clusters Score -2.851539e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126621 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -28515676.000000 Penalty: 14402.727539
	Iteration 17Q: 3 clusters Score -2.851568e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126659 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -28515890.000000 Penalty: 14402.727539
	Iteration 18Q: 3 clusters Score -2.851589e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126673 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -28515954.000000 Penalty: 14402.727539
	Iteration 19Q: 3 clusters Score -2.851595e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126668 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -28516020.000000 Penalty: 14402.727539
	Iteration 20F: 3 clusters Score -2.851602e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126660 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -28516082.000000 Penalty: 14402.727539
	Iteration 21Q: 3 clusters Score -2.851608e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126657 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -28516110.000000 Penalty: 14402.727539
	Iteration 22Q: 3 clusters Score -2.851611e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126647 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -28516132.000000 Penalty: 14402.727539
	Iteration 23Q: 3 clusters Score -2.851613e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126656 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -28516148.000000 Penalty: 14402.727539
	Iteration 24Q: 3 clusters Score -2.851615e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126655 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -28516180.000000 Penalty: 14402.727539
	Iteration 25Q: 3 clusters Score -2.851618e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126651 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -28516216.000000 Penalty: 14402.727539
	Iteration 26Q: 3 clusters Score -2.851622e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126647 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -28516210.000000 Penalty: 14402.727539
	Iteration 27Q: 3 clusters Score -2.851621e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126646 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -28516202.000000 Penalty: 14402.727539
	Iteration 28Q: 3 clusters Score -2.85162e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126644 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -28516216.000000 Penalty: 14402.727539
	Iteration 29Q: 3 clusters Score -2.851622e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126646 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -28516218.000000 Penalty: 14402.727539
	Iteration 30Q: 3 clusters Score -2.851622e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126648 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -28516216.000000 Penalty: 14402.727539
	Iteration 31Q: 3 clusters Score -2.851622e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126645 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -28516230.000000 Penalty: 14402.727539
	Iteration 32Q: 3 clusters Score -2.851623e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126644 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -28516246.000000 Penalty: 14402.727539
	Iteration 33Q: 3 clusters Score -2.851625e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126644 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -28516238.000000 Penalty: 14402.727539
	Iteration 34Q: 3 clusters Score -2.851624e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126645 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -28516238.000000 Penalty: 14402.727539
	Iteration 35Q: 3 clusters Score -2.851624e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126644 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -28516242.000000 Penalty: 14402.727539
	Iteration 36Q: 3 clusters Score -2.851624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126643 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -28516270.000000 Penalty: 14402.727539
	Iteration 37Q: 3 clusters Score -2.851627e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126642 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -28516284.000000 Penalty: 14402.727539
	Iteration 38Q: 3 clusters Score -2.851628e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126643 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -28516278.000000 Penalty: 14402.727539
	Iteration 39Q: 3 clusters Score -2.851628e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126645 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -28516278.000000 Penalty: 14402.727539
	Iteration 40F: 3 clusters Score -2.851628e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126643 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -28516294.000000 Penalty: 14402.727539
	Iteration 41Q: 3 clusters Score -2.851629e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126636 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -28516296.000000 Penalty: 14402.727539
	Iteration 42Q: 3 clusters Score -2.85163e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126631 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -28516286.000000 Penalty: 14402.727539
	Iteration 43Q: 3 clusters Score -2.851629e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126629 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -28516294.000000 Penalty: 14402.727539
	Iteration 44Q: 3 clusters Score -2.851629e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126630 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -28516304.000000 Penalty: 14402.727539
	Iteration 45Q: 3 clusters Score -2.85163e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126632 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -28516292.000000 Penalty: 14402.727539
	Iteration 46Q: 3 clusters Score -2.851629e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126632 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -28516292.000000 Penalty: 14402.727539
	Iteration 47F: 3 clusters Score -2.851629e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Entering Unmasked Estep 
Score: -3834922.000000 Penalty: 5971.152344
	Iteration 0F: 2 clusters Score -3834922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -3820127.500000 Penalty: 11942.304688
	Iteration 0F: 3 clusters Score -3820128 nChanged 6906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -3823764.000000 Penalty: 11942.304688
	Iteration 1F: 3 clusters Score -3823764 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -3824305.000000 Penalty: 11942.304688
	Iteration 2F: 3 clusters Score -3824305 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -3824685.750000 Penalty: 11942.304688
	Iteration 3F: 3 clusters Score -3824686 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -3824955.000000 Penalty: 11942.304688
	Iteration 4Q: 3 clusters Score -3824955 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -3825155.500000 Penalty: 11942.304688
	Iteration 5Q: 3 clusters Score -3825156 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -3825320.000000 Penalty: 11942.304688
	Iteration 6Q: 3 clusters Score -3825320 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -3825458.250000 Penalty: 11942.304688
	Iteration 7Q: 3 clusters Score -3825458 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -3825591.000000 Penalty: 11942.304688
	Iteration 8Q: 3 clusters Score -3825591 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -3825692.000000 Penalty: 11942.304688
	Iteration 9Q: 3 clusters Score -3825692 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -3825782.500000 Penalty: 11942.304688
	Iteration 10Q: 3 clusters Score -3825782 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -3825880.000000 Penalty: 11942.304688
	Iteration 11Q: 3 clusters Score -3825880 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -3825959.750000 Penalty: 11942.304688
	Iteration 12Q: 3 clusters Score -3825960 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -3826035.500000 Penalty: 11942.304688
	Iteration 13Q: 3 clusters Score -3826036 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -3826105.500000 Penalty: 11942.304688
	Iteration 14Q: 3 clusters Score -3826106 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -3826131.000000 Penalty: 11942.304688
	Iteration 15Q: 3 clusters Score -3826131 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -3826168.500000 Penalty: 11942.304688
	Iteration 16Q: 3 clusters Score -3826168 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -3826209.750000 Penalty: 11942.304688
	Iteration 17Q: 3 clusters Score -3826210 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -3826244.000000 Penalty: 11942.304688
	Iteration 18Q: 3 clusters Score -3826244 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -3826272.750000 Penalty: 11942.304688
	Iteration 19Q: 3 clusters Score -3826273 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -3826300.750000 Penalty: 11942.304688
	Iteration 20F: 3 clusters Score -3826301 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -3826336.750000 Penalty: 11942.304688
	Iteration 21Q: 3 clusters Score -3826337 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -3826369.250000 Penalty: 11942.304688
	Iteration 22Q: 3 clusters Score -3826369 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -3826393.500000 Penalty: 11942.304688
	Iteration 23Q: 3 clusters Score -3826394 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -3826431.000000 Penalty: 11942.304688
	Iteration 24Q: 3 clusters Score -3826431 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -3826470.750000 Penalty: 11942.304688
	Iteration 25Q: 3 clusters Score -3826471 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -3826496.250000 Penalty: 11942.304688
	Iteration 26Q: 3 clusters Score -3826496 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -3826524.250000 Penalty: 11942.304688
	Iteration 27Q: 3 clusters Score -3826524 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -3826553.750000 Penalty: 11942.304688
	Iteration 28Q: 3 clusters Score -3826554 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -3826589.500000 Penalty: 11942.304688
	Iteration 29Q: 3 clusters Score -3826590 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -3826633.500000 Penalty: 11942.304688
	Iteration 30Q: 3 clusters Score -3826634 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -3826678.500000 Penalty: 11942.304688
	Iteration 31Q: 3 clusters Score -3826678 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -3826717.000000 Penalty: 11942.304688
	Iteration 32Q: 3 clusters Score -3826717 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -3826780.250000 Penalty: 11942.304688
	Iteration 33Q: 3 clusters Score -3826780 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -3826847.750000 Penalty: 11942.304688
	Iteration 34Q: 3 clusters Score -3826848 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -3826943.750000 Penalty: 11942.304688
	Iteration 35Q: 3 clusters Score -3826944 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -3827062.500000 Penalty: 11942.304688
	Iteration 36Q: 3 clusters Score -3827062 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -3827201.500000 Penalty: 11942.304688
	Iteration 37Q: 3 clusters Score -3827202 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -3827375.500000 Penalty: 11942.304688
	Iteration 38Q: 3 clusters Score -3827376 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -3827597.000000 Penalty: 11942.304688
	Iteration 39Q: 3 clusters Score -3827597 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -3827825.250000 Penalty: 11942.304688
	Iteration 40F: 3 clusters Score -3827825 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -3828044.250000 Penalty: 11942.304688
	Iteration 41Q: 3 clusters Score -3828044 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -3828265.750000 Penalty: 11942.304688
	Iteration 42Q: 3 clusters Score -3828266 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -3828487.000000 Penalty: 11942.304688
	Iteration 43Q: 3 clusters Score -3828487 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -3828674.250000 Penalty: 11942.304688
	Iteration 44Q: 3 clusters Score -3828674 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -3828866.250000 Penalty: 11942.304688
	Iteration 45Q: 3 clusters Score -3828866 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -3829036.250000 Penalty: 11942.304688
	Iteration 46Q: 3 clusters Score -3829036 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -3829197.750000 Penalty: 11942.304688
	Iteration 47Q: 3 clusters Score -3829198 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -3829430.000000 Penalty: 11942.304688
	Iteration 48Q: 3 clusters Score -3829430 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -3829707.750000 Penalty: 11942.304688
	Iteration 49Q: 3 clusters Score -3829708 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -3830032.750000 Penalty: 11942.304688
	Iteration 50Q: 3 clusters Score -3830033 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -3830364.000000 Penalty: 11942.304688
	Iteration 51Q: 3 clusters Score -3830364 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -3830613.750000 Penalty: 11942.304688
	Iteration 52Q: 3 clusters Score -3830614 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -3830779.000000 Penalty: 11942.304688
	Iteration 53Q: 3 clusters Score -3830779 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -3830913.000000 Penalty: 11942.304688
	Iteration 54Q: 3 clusters Score -3830913 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -3831032.500000 Penalty: 11942.304688
	Iteration 55Q: 3 clusters Score -3831032 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -3831141.250000 Penalty: 11942.304688
	Iteration 56Q: 3 clusters Score -3831141 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -3831248.250000 Penalty: 11942.304688
	Iteration 57Q: 3 clusters Score -3831248 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -3831351.750000 Penalty: 11942.304688
	Iteration 58Q: 3 clusters Score -3831352 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -3831468.750000 Penalty: 11942.304688
	Iteration 59Q: 3 clusters Score -3831469 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -3831586.750000 Penalty: 11942.304688
	Iteration 60F: 3 clusters Score -3831587 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -3831722.750000 Penalty: 11942.304688
	Iteration 61Q: 3 clusters Score -3831723 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -3831873.750000 Penalty: 11942.304688
	Iteration 62Q: 3 clusters Score -3831874 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -3832043.500000 Penalty: 11942.304688
	Iteration 63Q: 3 clusters Score -3832044 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -3832215.250000 Penalty: 11942.304688
	Iteration 64Q: 3 clusters Score -3832215 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -3832418.500000 Penalty: 11942.304688
	Iteration 65Q: 3 clusters Score -3832418 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -3832661.500000 Penalty: 11942.304688
	Iteration 66Q: 3 clusters Score -3832662 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -3832894.750000 Penalty: 11942.304688
	Iteration 67Q: 3 clusters Score -3832895 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -3833195.000000 Penalty: 11942.304688
	Iteration 68Q: 3 clusters Score -3833195 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -3833565.250000 Penalty: 11942.304688
	Iteration 69Q: 3 clusters Score -3833565 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -3833907.250000 Penalty: 11942.304688
	Iteration 70Q: 3 clusters Score -3833907 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -3834190.500000 Penalty: 11942.304688
	Iteration 71Q: 3 clusters Score -3834190 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -3834391.000000 Penalty: 11942.304688
	Iteration 72Q: 3 clusters Score -3834391 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -3834530.500000 Penalty: 11942.304688
	Iteration 73Q: 3 clusters Score -3834530 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -3834629.500000 Penalty: 11942.304688
	Iteration 74Q: 3 clusters Score -3834630 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -3834693.000000 Penalty: 11942.304688
	Iteration 75Q: 3 clusters Score -3834693 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -3834748.750000 Penalty: 11942.304688
	Iteration 76Q: 3 clusters Score -3834749 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -3834764.750000 Penalty: 11942.304688
	Iteration 77Q: 3 clusters Score -3834765 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -3834776.250000 Penalty: 11942.304688
	Iteration 78Q: 3 clusters Score -3834776 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -3834776.000000 Penalty: 11942.304688
	Iteration 79Q: 3 clusters Score -3834776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -3834803.750000 Penalty: 11942.304688
	Iteration 80F: 3 clusters Score -3834804 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -3834815.500000 Penalty: 11942.304688
	Iteration 81Q: 3 clusters Score -3834816 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -3834821.750000 Penalty: 11942.304688
	Iteration 82Q: 3 clusters Score -3834822 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -3834830.750000 Penalty: 11942.304688
	Iteration 83Q: 3 clusters Score -3834831 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -3834843.750000 Penalty: 11942.304688
	Iteration 84Q: 3 clusters Score -3834844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -3834837.750000 Penalty: 11942.304688
	Iteration 85Q: 3 clusters Score -3834838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -3834840.000000 Penalty: 11942.304688
	Iteration 86Q: 3 clusters Score -3834840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -3834843.000000 Penalty: 11942.304688
	Iteration 87Q: 3 clusters Score -3834843 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -3834838.750000 Penalty: 11942.304688
	Iteration 88Q: 3 clusters Score -3834839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -3834840.000000 Penalty: 11942.304688
	Iteration 89Q: 3 clusters Score -3834840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -3834838.500000 Penalty: 11942.304688
	Iteration 90Q: 3 clusters Score -3834838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -3834852.000000 Penalty: 11942.304688
	Iteration 91Q: 3 clusters Score -3834852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -3834846.000000 Penalty: 11942.304688
	Iteration 92Q: 3 clusters Score -3834846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -3834851.000000 Penalty: 11942.304688
	Iteration 93Q: 3 clusters Score -3834851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -3834852.500000 Penalty: 11942.304688
	Iteration 94Q: 3 clusters Score -3834852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -3834847.250000 Penalty: 11942.304688
	Iteration 95Q: 3 clusters Score -3834847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -3834847.250000 Penalty: 11942.304688
	Iteration 96F: 3 clusters Score -3834847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Entering Unmasked Estep 
Score: -255599.828125 Penalty: 4386.018066
	Iteration 0F: 2 clusters Score -255599.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -251357.718750 Penalty: 8772.036133
	Iteration 0F: 3 clusters Score -251357.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -252067.734375 Penalty: 8772.036133
	Iteration 1F: 3 clusters Score -252067.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -252499.093750 Penalty: 8772.036133
	Iteration 2F: 3 clusters Score -252499.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -252850.093750 Penalty: 8772.036133
	Iteration 3F: 3 clusters Score -252850.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -253236.750000 Penalty: 8772.036133
	Iteration 4F: 3 clusters Score -253236.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -253638.765625 Penalty: 8772.036133
	Iteration 5Q: 3 clusters Score -253638.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -253879.781250 Penalty: 8772.036133
	Iteration 6Q: 3 clusters Score -253879.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -253972.656250 Penalty: 8772.036133
	Iteration 7Q: 3 clusters Score -253972.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -254006.578125 Penalty: 8772.036133
	Iteration 8Q: 3 clusters Score -254006.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -254035.921875 Penalty: 8772.036133
	Iteration 9Q: 3 clusters Score -254035.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -254068.546875 Penalty: 8772.036133
	Iteration 10Q: 3 clusters Score -254068.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -254113.859375 Penalty: 8772.036133
	Iteration 11Q: 3 clusters Score -254113.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -254162.031250 Penalty: 8772.036133
	Iteration 12Q: 3 clusters Score -254162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -254217.781250 Penalty: 8772.036133
	Iteration 13Q: 3 clusters Score -254217.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -254242.171875 Penalty: 8772.036133
	Iteration 14Q: 3 clusters Score -254242.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -254253.687500 Penalty: 8772.036133
	Iteration 15Q: 3 clusters Score -254253.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -254258.234375 Penalty: 8772.036133
	Iteration 16Q: 3 clusters Score -254258.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -254263.984375 Penalty: 8772.036133
	Iteration 17F: 3 clusters Score -254264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -254332.812500 Penalty: 8772.036133
	Iteration 18Q: 3 clusters Score -254332.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -254482.375000 Penalty: 8772.036133
	Iteration 19Q: 3 clusters Score -254482.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -254514.875000 Penalty: 8772.036133
	Iteration 20F: 3 clusters Score -254514.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -254520.171875 Penalty: 8772.036133
	Iteration 21Q: 3 clusters Score -254520.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -254520.171875 Penalty: 8772.036133
	Iteration 22F: 3 clusters Score -254520.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (22646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Entering Unmasked Estep 
Score: -4848720.500000 Penalty: 6141.989746
	Iteration 0F: 2 clusters Score -4848720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -4830528.000000 Penalty: 12283.979492
	Iteration 0F: 3 clusters Score -4830528 nChanged 9366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -4835561.000000 Penalty: 12283.979492
	Iteration 1F: 3 clusters Score -4835561 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -4836572.500000 Penalty: 12283.979492
	Iteration 2F: 3 clusters Score -4836572 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -4837474.500000 Penalty: 12283.979492
	Iteration 3F: 3 clusters Score -4837474 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -4838306.500000 Penalty: 12283.979492
	Iteration 4F: 3 clusters Score -4838306 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -4839169.500000 Penalty: 12283.979492
	Iteration 5F: 3 clusters Score -4839170 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -4840121.000000 Penalty: 12283.979492
	Iteration 6F: 3 clusters Score -4840121 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -4841149.000000 Penalty: 12283.979492
	Iteration 7F: 3 clusters Score -4841149 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -4842182.500000 Penalty: 12283.979492
	Iteration 8F: 3 clusters Score -4842182 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -4843066.500000 Penalty: 12283.979492
	Iteration 9F: 3 clusters Score -4843066 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -4843773.000000 Penalty: 12283.979492
	Iteration 10Q: 3 clusters Score -4843773 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -4844311.000000 Penalty: 12283.979492
	Iteration 11Q: 3 clusters Score -4844311 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -4844665.500000 Penalty: 12283.979492
	Iteration 12Q: 3 clusters Score -4844666 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -4844847.500000 Penalty: 12283.979492
	Iteration 13Q: 3 clusters Score -4844848 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -4844968.500000 Penalty: 12283.979492
	Iteration 14Q: 3 clusters Score -4844968 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -4845030.000000 Penalty: 12283.979492
	Iteration 15Q: 3 clusters Score -4845030 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -4845087.500000 Penalty: 12283.979492
	Iteration 16Q: 3 clusters Score -4845088 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -4845107.000000 Penalty: 12283.979492
	Iteration 17Q: 3 clusters Score -4845107 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -4845147.000000 Penalty: 12283.979492
	Iteration 18Q: 3 clusters Score -4845147 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -4845160.500000 Penalty: 12283.979492
	Iteration 19Q: 3 clusters Score -4845160 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -4845178.500000 Penalty: 12283.979492
	Iteration 20F: 3 clusters Score -4845178 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -4845184.000000 Penalty: 12283.979492
	Iteration 21Q: 3 clusters Score -4845184 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -4845194.000000 Penalty: 12283.979492
	Iteration 22Q: 3 clusters Score -4845194 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -4845191.500000 Penalty: 12283.979492
	Iteration 23Q: 3 clusters Score -4845192 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -4845197.500000 Penalty: 12283.979492
	Iteration 24Q: 3 clusters Score -4845198 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -4845213.500000 Penalty: 12283.979492
	Iteration 25Q: 3 clusters Score -4845214 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -4845209.500000 Penalty: 12283.979492
	Iteration 26Q: 3 clusters Score -4845210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -4845205.000000 Penalty: 12283.979492
	Iteration 27Q: 3 clusters Score -4845205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -4845206.000000 Penalty: 12283.979492
	Iteration 28Q: 3 clusters Score -4845206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -4845210.500000 Penalty: 12283.979492
	Iteration 29Q: 3 clusters Score -4845210 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -4845208.500000 Penalty: 12283.979492
	Iteration 30Q: 3 clusters Score -4845208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -4845218.500000 Penalty: 12283.979492
	Iteration 31Q: 3 clusters Score -4845218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -4845217.000000 Penalty: 12283.979492
	Iteration 32Q: 3 clusters Score -4845217 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -4845225.000000 Penalty: 12283.979492
	Iteration 33Q: 3 clusters Score -4845225 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -4845231.500000 Penalty: 12283.979492
	Iteration 34Q: 3 clusters Score -4845232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -4845227.000000 Penalty: 12283.979492
	Iteration 35Q: 3 clusters Score -4845227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -4845227.000000 Penalty: 12283.979492
	Iteration 36Q: 3 clusters Score -4845227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -4845230.500000 Penalty: 12283.979492
	Iteration 37Q: 3 clusters Score -4845230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -4845228.500000 Penalty: 12283.979492
	Iteration 38Q: 3 clusters Score -4845228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -4845227.500000 Penalty: 12283.979492
	Iteration 39Q: 3 clusters Score -4845228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -4845223.000000 Penalty: 12283.979492
	Iteration 40F: 3 clusters Score -4845223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -4845224.500000 Penalty: 12283.979492
	Iteration 41Q: 3 clusters Score -4845224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -4845228.500000 Penalty: 12283.979492
	Iteration 42Q: 3 clusters Score -4845228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -4845224.500000 Penalty: 12283.979492
	Iteration 43Q: 3 clusters Score -4845224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -4845226.000000 Penalty: 12283.979492
	Iteration 44Q: 3 clusters Score -4845226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -4845229.500000 Penalty: 12283.979492
	Iteration 45Q: 3 clusters Score -4845230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -4845229.500000 Penalty: 12283.979492
	Iteration 46F: 3 clusters Score -4845230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (53795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53795 members 
Entering Unmasked Estep 
Score: -12033642.000000 Penalty: 6671.923340
	Iteration 0F: 2 clusters Score -1.203364e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26939 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -11995515.000000 Penalty: 13343.846680
	Iteration 0F: 3 clusters Score -1.199552e+07 nChanged 23781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -12008445.000000 Penalty: 13343.846680
	Iteration 1F: 3 clusters Score -1.200844e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 26356 members 
Entering Unmasked Estep 
Score: -12009434.000000 Penalty: 13343.846680
	Iteration 2F: 3 clusters Score -1.200943e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27583 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
Score: -12010604.000000 Penalty: 13343.846680
	Iteration 3Q: 3 clusters Score -1.20106e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
Score: -12011660.000000 Penalty: 13343.846680
	Iteration 4Q: 3 clusters Score -1.201166e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -12012975.000000 Penalty: 13343.846680
	Iteration 5Q: 3 clusters Score -1.201298e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28505 members 
Mstep: Class 2 contains 25290 members 
Entering Unmasked Estep 
Score: -12014488.000000 Penalty: 13343.846680
	Iteration 6Q: 3 clusters Score -1.201449e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -12016344.000000 Penalty: 13343.846680
	Iteration 7F: 3 clusters Score -1.201634e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29953 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -12018437.000000 Penalty: 13343.846680
	Iteration 8F: 3 clusters Score -1.201844e+07 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30874 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -12020702.000000 Penalty: 13343.846680
	Iteration 9F: 3 clusters Score -1.20207e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31732 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -12022394.000000 Penalty: 13343.846680
	Iteration 10F: 3 clusters Score -1.202239e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32504 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -12023711.000000 Penalty: 13343.846680
	Iteration 11Q: 3 clusters Score -1.202371e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33239 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -12024691.000000 Penalty: 13343.846680
	Iteration 12Q: 3 clusters Score -1.202469e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33922 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -12025383.000000 Penalty: 13343.846680
	Iteration 13Q: 3 clusters Score -1.202538e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34598 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -12025841.000000 Penalty: 13343.846680
	Iteration 14Q: 3 clusters Score -1.202584e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35267 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -12026077.000000 Penalty: 13343.846680
	Iteration 15Q: 3 clusters Score -1.202608e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35923 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -12026388.000000 Penalty: 13343.846680
	Iteration 16Q: 3 clusters Score -1.202639e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36534 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -12026656.000000 Penalty: 13343.846680
	Iteration 17Q: 3 clusters Score -1.202666e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37116 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -12026927.000000 Penalty: 13343.846680
	Iteration 18Q: 3 clusters Score -1.202693e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37638 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -12027102.000000 Penalty: 13343.846680
	Iteration 19Q: 3 clusters Score -1.20271e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38100 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -12027221.000000 Penalty: 13343.846680
	Iteration 20F: 3 clusters Score -1.202722e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38504 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -12027358.000000 Penalty: 13343.846680
	Iteration 21Q: 3 clusters Score -1.202736e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38860 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -12027419.000000 Penalty: 13343.846680
	Iteration 22Q: 3 clusters Score -1.202742e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39212 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -12027493.000000 Penalty: 13343.846680
	Iteration 23Q: 3 clusters Score -1.202749e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39541 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -12027561.000000 Penalty: 13343.846680
	Iteration 24Q: 3 clusters Score -1.202756e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39854 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -12027656.000000 Penalty: 13343.846680
	Iteration 25Q: 3 clusters Score -1.202766e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40198 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -12027737.000000 Penalty: 13343.846680
	Iteration 26Q: 3 clusters Score -1.202774e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -12027804.000000 Penalty: 13343.846680
	Iteration 27Q: 3 clusters Score -1.20278e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40864 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -12027917.000000 Penalty: 13343.846680
	Iteration 28Q: 3 clusters Score -1.202792e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41202 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -12028043.000000 Penalty: 13343.846680
	Iteration 29Q: 3 clusters Score -1.202804e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41474 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -12028100.000000 Penalty: 13343.846680
	Iteration 30Q: 3 clusters Score -1.20281e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41729 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -12028194.000000 Penalty: 13343.846680
	Iteration 31Q: 3 clusters Score -1.202819e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41981 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -12028294.000000 Penalty: 13343.846680
	Iteration 32Q: 3 clusters Score -1.202829e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42223 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -12028339.000000 Penalty: 13343.846680
	Iteration 33Q: 3 clusters Score -1.202834e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42459 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -12028379.000000 Penalty: 13343.846680
	Iteration 34Q: 3 clusters Score -1.202838e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42691 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -12028443.000000 Penalty: 13343.846680
	Iteration 35Q: 3 clusters Score -1.202844e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42914 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -12028480.000000 Penalty: 13343.846680
	Iteration 36Q: 3 clusters Score -1.202848e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43130 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -12028581.000000 Penalty: 13343.846680
	Iteration 37Q: 3 clusters Score -1.202858e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43310 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -12028584.000000 Penalty: 13343.846680
	Iteration 38Q: 3 clusters Score -1.202858e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43478 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -12028627.000000 Penalty: 13343.846680
	Iteration 39Q: 3 clusters Score -1.202863e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43616 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -12028640.000000 Penalty: 13343.846680
	Iteration 40F: 3 clusters Score -1.202864e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43751 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -12028670.000000 Penalty: 13343.846680
	Iteration 41Q: 3 clusters Score -1.202867e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43889 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -12028739.000000 Penalty: 13343.846680
	Iteration 42Q: 3 clusters Score -1.202874e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44020 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -12028758.000000 Penalty: 13343.846680
	Iteration 43Q: 3 clusters Score -1.202876e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44137 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -12028788.000000 Penalty: 13343.846680
	Iteration 44Q: 3 clusters Score -1.202879e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44249 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -12028828.000000 Penalty: 13343.846680
	Iteration 45Q: 3 clusters Score -1.202883e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44354 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -12028855.000000 Penalty: 13343.846680
	Iteration 46Q: 3 clusters Score -1.202886e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44461 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -12028885.000000 Penalty: 13343.846680
	Iteration 47Q: 3 clusters Score -1.202888e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44562 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -12028918.000000 Penalty: 13343.846680
	Iteration 48Q: 3 clusters Score -1.202892e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44648 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -12028925.000000 Penalty: 13343.846680
	Iteration 49Q: 3 clusters Score -1.202892e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44733 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -12028940.000000 Penalty: 13343.846680
	Iteration 50Q: 3 clusters Score -1.202894e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44809 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -12028962.000000 Penalty: 13343.846680
	Iteration 51Q: 3 clusters Score -1.202896e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44867 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -12029005.000000 Penalty: 13343.846680
	Iteration 52Q: 3 clusters Score -1.2029e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44928 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -12029035.000000 Penalty: 13343.846680
	Iteration 53Q: 3 clusters Score -1.202904e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44982 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -12029058.000000 Penalty: 13343.846680
	Iteration 54Q: 3 clusters Score -1.202906e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45036 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -12029068.000000 Penalty: 13343.846680
	Iteration 55Q: 3 clusters Score -1.202907e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45088 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -12029069.000000 Penalty: 13343.846680
	Iteration 56Q: 3 clusters Score -1.202907e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45130 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -12029071.000000 Penalty: 13343.846680
	Iteration 57Q: 3 clusters Score -1.202907e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45163 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -12029086.000000 Penalty: 13343.846680
	Iteration 58Q: 3 clusters Score -1.202909e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45191 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -12029087.000000 Penalty: 13343.846680
	Iteration 59Q: 3 clusters Score -1.202909e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45214 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -12029080.000000 Penalty: 13343.846680
	Iteration 60F: 3 clusters Score -1.202908e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45242 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -12029087.000000 Penalty: 13343.846680
	Iteration 61Q: 3 clusters Score -1.202909e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45274 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -12029091.000000 Penalty: 13343.846680
	Iteration 62Q: 3 clusters Score -1.202909e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45305 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -12029095.000000 Penalty: 13343.846680
	Iteration 63Q: 3 clusters Score -1.20291e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45330 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -12029099.000000 Penalty: 13343.846680
	Iteration 64Q: 3 clusters Score -1.20291e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45349 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -12029105.000000 Penalty: 13343.846680
	Iteration 65Q: 3 clusters Score -1.20291e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45367 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -12029084.000000 Penalty: 13343.846680
	Iteration 66Q: 3 clusters Score -1.202908e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45393 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -12029087.000000 Penalty: 13343.846680
	Iteration 67Q: 3 clusters Score -1.202909e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45422 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -12029101.000000 Penalty: 13343.846680
	Iteration 68Q: 3 clusters Score -1.20291e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45446 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -12029089.000000 Penalty: 13343.846680
	Iteration 69Q: 3 clusters Score -1.202909e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45463 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -12029098.000000 Penalty: 13343.846680
	Iteration 70Q: 3 clusters Score -1.20291e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45476 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -12029100.000000 Penalty: 13343.846680
	Iteration 71Q: 3 clusters Score -1.20291e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45496 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -12029097.000000 Penalty: 13343.846680
	Iteration 72Q: 3 clusters Score -1.20291e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45515 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -12029111.000000 Penalty: 13343.846680
	Iteration 73Q: 3 clusters Score -1.202911e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45543 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -12029090.000000 Penalty: 13343.846680
	Iteration 74Q: 3 clusters Score -1.202909e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45579 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -12029096.000000 Penalty: 13343.846680
	Iteration 75Q: 3 clusters Score -1.20291e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45618 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -12029108.000000 Penalty: 13343.846680
	Iteration 76Q: 3 clusters Score -1.202911e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45652 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -12029121.000000 Penalty: 13343.846680
	Iteration 77Q: 3 clusters Score -1.202912e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45682 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -12029128.000000 Penalty: 13343.846680
	Iteration 78Q: 3 clusters Score -1.202913e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45706 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -12029126.000000 Penalty: 13343.846680
	Iteration 79Q: 3 clusters Score -1.202913e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45721 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -12029158.000000 Penalty: 13343.846680
	Iteration 80F: 3 clusters Score -1.202916e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45743 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -12029127.000000 Penalty: 13343.846680
	Iteration 81Q: 3 clusters Score -1.202913e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45776 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -12029112.000000 Penalty: 13343.846680
	Iteration 82Q: 3 clusters Score -1.202911e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45806 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -12029113.000000 Penalty: 13343.846680
	Iteration 83Q: 3 clusters Score -1.202911e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45837 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -12029132.000000 Penalty: 13343.846680
	Iteration 84Q: 3 clusters Score -1.202913e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45869 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -12029144.000000 Penalty: 13343.846680
	Iteration 85Q: 3 clusters Score -1.202914e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45895 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -12029120.000000 Penalty: 13343.846680
	Iteration 86Q: 3 clusters Score -1.202912e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45930 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -12029137.000000 Penalty: 13343.846680
	Iteration 87Q: 3 clusters Score -1.202914e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45966 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -12029153.000000 Penalty: 13343.846680
	Iteration 88Q: 3 clusters Score -1.202915e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45998 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -12029149.000000 Penalty: 13343.846680
	Iteration 89Q: 3 clusters Score -1.202915e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46028 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -12029164.000000 Penalty: 13343.846680
	Iteration 90Q: 3 clusters Score -1.202916e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46051 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -12029144.000000 Penalty: 13343.846680
	Iteration 91Q: 3 clusters Score -1.202914e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46083 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -12029129.000000 Penalty: 13343.846680
	Iteration 92Q: 3 clusters Score -1.202913e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46107 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -12029155.000000 Penalty: 13343.846680
	Iteration 93Q: 3 clusters Score -1.202916e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46128 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -12029147.000000 Penalty: 13343.846680
	Iteration 94Q: 3 clusters Score -1.202915e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46150 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -12029176.000000 Penalty: 13343.846680
	Iteration 95Q: 3 clusters Score -1.202918e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46171 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -12029183.000000 Penalty: 13343.846680
	Iteration 96Q: 3 clusters Score -1.202918e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46187 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -12029202.000000 Penalty: 13343.846680
	Iteration 97Q: 3 clusters Score -1.20292e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46201 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -12029208.000000 Penalty: 13343.846680
	Iteration 98Q: 3 clusters Score -1.202921e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46220 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -12029202.000000 Penalty: 13343.846680
	Iteration 99Q: 3 clusters Score -1.20292e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46243 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -12029209.000000 Penalty: 13343.846680
	Iteration 100F: 3 clusters Score -1.202921e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46259 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -12029229.000000 Penalty: 13343.846680
	Iteration 101Q: 3 clusters Score -1.202923e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46272 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -12029226.000000 Penalty: 13343.846680
	Iteration 102Q: 3 clusters Score -1.202923e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46283 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -12029235.000000 Penalty: 13343.846680
	Iteration 103Q: 3 clusters Score -1.202924e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46291 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -12029230.000000 Penalty: 13343.846680
	Iteration 104Q: 3 clusters Score -1.202923e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46302 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -12029234.000000 Penalty: 13343.846680
	Iteration 105Q: 3 clusters Score -1.202923e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46314 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -12029238.000000 Penalty: 13343.846680
	Iteration 106Q: 3 clusters Score -1.202924e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46327 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -12029241.000000 Penalty: 13343.846680
	Iteration 107Q: 3 clusters Score -1.202924e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46340 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -12029245.000000 Penalty: 13343.846680
	Iteration 108Q: 3 clusters Score -1.202924e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46346 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -12029254.000000 Penalty: 13343.846680
	Iteration 109Q: 3 clusters Score -1.202925e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46348 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -12029257.000000 Penalty: 13343.846680
	Iteration 110Q: 3 clusters Score -1.202926e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46353 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -12029257.000000 Penalty: 13343.846680
	Iteration 111Q: 3 clusters Score -1.202926e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46352 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -12029255.000000 Penalty: 13343.846680
	Iteration 112Q: 3 clusters Score -1.202926e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46355 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -12029247.000000 Penalty: 13343.846680
	Iteration 113Q: 3 clusters Score -1.202925e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46358 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -12029256.000000 Penalty: 13343.846680
	Iteration 114Q: 3 clusters Score -1.202926e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46359 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -12029254.000000 Penalty: 13343.846680
	Iteration 115Q: 3 clusters Score -1.202925e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46362 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -12029266.000000 Penalty: 13343.846680
	Iteration 116Q: 3 clusters Score -1.202927e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46362 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -12029260.000000 Penalty: 13343.846680
	Iteration 117Q: 3 clusters Score -1.202926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46364 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -12029255.000000 Penalty: 13343.846680
	Iteration 118Q: 3 clusters Score -1.202926e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46364 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -12029255.000000 Penalty: 13343.846680
	Iteration 119F: 3 clusters Score -1.202926e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (18037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Entering Unmasked Estep 
Score: -3900554.000000 Penalty: 6002.610352
	Iteration 0F: 2 clusters Score -3900554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -3885239.250000 Penalty: 12005.220703
	Iteration 0F: 3 clusters Score -3885239 nChanged 7218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -3889207.500000 Penalty: 12005.220703
	Iteration 1F: 3 clusters Score -3889208 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -3889982.000000 Penalty: 12005.220703
	Iteration 2F: 3 clusters Score -3889982 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -3890609.750000 Penalty: 12005.220703
	Iteration 3F: 3 clusters Score -3890610 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -3891218.500000 Penalty: 12005.220703
	Iteration 4F: 3 clusters Score -3891218 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -3891814.750000 Penalty: 12005.220703
	Iteration 5Q: 3 clusters Score -3891815 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -3892496.750000 Penalty: 12005.220703
	Iteration 6Q: 3 clusters Score -3892497 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -3893160.250000 Penalty: 12005.220703
	Iteration 7Q: 3 clusters Score -3893160 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -3893685.000000 Penalty: 12005.220703
	Iteration 8Q: 3 clusters Score -3893685 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -3894133.000000 Penalty: 12005.220703
	Iteration 9Q: 3 clusters Score -3894133 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -3894477.500000 Penalty: 12005.220703
	Iteration 10Q: 3 clusters Score -3894478 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -3894728.250000 Penalty: 12005.220703
	Iteration 11Q: 3 clusters Score -3894728 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -3894932.000000 Penalty: 12005.220703
	Iteration 12Q: 3 clusters Score -3894932 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -3895086.750000 Penalty: 12005.220703
	Iteration 13Q: 3 clusters Score -3895087 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -3895215.750000 Penalty: 12005.220703
	Iteration 14Q: 3 clusters Score -3895216 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -3895332.750000 Penalty: 12005.220703
	Iteration 15Q: 3 clusters Score -3895333 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -3895413.250000 Penalty: 12005.220703
	Iteration 16Q: 3 clusters Score -3895413 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -3895478.000000 Penalty: 12005.220703
	Iteration 17Q: 3 clusters Score -3895478 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -3895552.500000 Penalty: 12005.220703
	Iteration 18Q: 3 clusters Score -3895552 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -3895602.250000 Penalty: 12005.220703
	Iteration 19Q: 3 clusters Score -3895602 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -3895652.750000 Penalty: 12005.220703
	Iteration 20F: 3 clusters Score -3895653 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -3895695.750000 Penalty: 12005.220703
	Iteration 21Q: 3 clusters Score -3895696 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -3895735.000000 Penalty: 12005.220703
	Iteration 22Q: 3 clusters Score -3895735 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -3895765.250000 Penalty: 12005.220703
	Iteration 23Q: 3 clusters Score -3895765 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -3895780.000000 Penalty: 12005.220703
	Iteration 24Q: 3 clusters Score -3895780 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -3895810.250000 Penalty: 12005.220703
	Iteration 25Q: 3 clusters Score -3895810 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -3895830.750000 Penalty: 12005.220703
	Iteration 26Q: 3 clusters Score -3895831 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -3895839.750000 Penalty: 12005.220703
	Iteration 27Q: 3 clusters Score -3895840 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -3895852.500000 Penalty: 12005.220703
	Iteration 28Q: 3 clusters Score -3895852 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -3895861.250000 Penalty: 12005.220703
	Iteration 29Q: 3 clusters Score -3895861 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -3895877.000000 Penalty: 12005.220703
	Iteration 30Q: 3 clusters Score -3895877 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -3895884.750000 Penalty: 12005.220703
	Iteration 31Q: 3 clusters Score -3895885 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -3895892.000000 Penalty: 12005.220703
	Iteration 32Q: 3 clusters Score -3895892 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -3895896.750000 Penalty: 12005.220703
	Iteration 33Q: 3 clusters Score -3895897 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -3895898.250000 Penalty: 12005.220703
	Iteration 34Q: 3 clusters Score -3895898 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -3895910.500000 Penalty: 12005.220703
	Iteration 35Q: 3 clusters Score -3895910 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -3895914.500000 Penalty: 12005.220703
	Iteration 36Q: 3 clusters Score -3895914 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -3895923.250000 Penalty: 12005.220703
	Iteration 37Q: 3 clusters Score -3895923 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -3895933.750000 Penalty: 12005.220703
	Iteration 38Q: 3 clusters Score -3895934 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -3895929.250000 Penalty: 12005.220703
	Iteration 39Q: 3 clusters Score -3895929 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -3895942.750000 Penalty: 12005.220703
	Iteration 40F: 3 clusters Score -3895943 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -3895951.000000 Penalty: 12005.220703
	Iteration 41Q: 3 clusters Score -3895951 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -3895952.750000 Penalty: 12005.220703
	Iteration 42Q: 3 clusters Score -3895953 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -3895956.500000 Penalty: 12005.220703
	Iteration 43Q: 3 clusters Score -3895956 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -3895955.250000 Penalty: 12005.220703
	Iteration 44Q: 3 clusters Score -3895955 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -3895959.000000 Penalty: 12005.220703
	Iteration 45Q: 3 clusters Score -3895959 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -3895962.250000 Penalty: 12005.220703
	Iteration 46Q: 3 clusters Score -3895962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -3895965.500000 Penalty: 12005.220703
	Iteration 47Q: 3 clusters Score -3895966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -3895969.750000 Penalty: 12005.220703
	Iteration 48Q: 3 clusters Score -3895970 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -3895979.250000 Penalty: 12005.220703
	Iteration 49Q: 3 clusters Score -3895979 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -3895982.000000 Penalty: 12005.220703
	Iteration 50Q: 3 clusters Score -3895982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -3895986.000000 Penalty: 12005.220703
	Iteration 51Q: 3 clusters Score -3895986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -3895991.750000 Penalty: 12005.220703
	Iteration 52Q: 3 clusters Score -3895992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -3895991.500000 Penalty: 12005.220703
	Iteration 53Q: 3 clusters Score -3895992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -3895994.250000 Penalty: 12005.220703
	Iteration 54Q: 3 clusters Score -3895994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -3895990.500000 Penalty: 12005.220703
	Iteration 55Q: 3 clusters Score -3895990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -3895997.250000 Penalty: 12005.220703
	Iteration 56Q: 3 clusters Score -3895997 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -3895989.750000 Penalty: 12005.220703
	Iteration 57Q: 3 clusters Score -3895990 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -3895984.750000 Penalty: 12005.220703
	Iteration 58Q: 3 clusters Score -3895985 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -3895989.750000 Penalty: 12005.220703
	Iteration 59Q: 3 clusters Score -3895990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -3895997.500000 Penalty: 12005.220703
	Iteration 60F: 3 clusters Score -3895998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -3896001.750000 Penalty: 12005.220703
	Iteration 61Q: 3 clusters Score -3896002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -3895997.000000 Penalty: 12005.220703
	Iteration 62Q: 3 clusters Score -3895997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -3895998.750000 Penalty: 12005.220703
	Iteration 63Q: 3 clusters Score -3895999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -3896000.750000 Penalty: 12005.220703
	Iteration 64Q: 3 clusters Score -3896001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -3896000.750000 Penalty: 12005.220703
	Iteration 65F: 3 clusters Score -3896001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -252525.609375 Penalty: 4326.117188
	Iteration 0F: 2 clusters Score -252525.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -248250.843750 Penalty: 8652.234375
	Iteration 0F: 3 clusters Score -248250.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -248626.703125 Penalty: 8652.234375
	Iteration 1F: 3 clusters Score -248626.7 nChanged 38
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: -248712.125000 Penalty: 8652.234375
	Iteration 2Q: 3 clusters Score -248712.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -248762.781250 Penalty: 8652.234375
	Iteration 3Q: 3 clusters Score -248762.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -248802.937500 Penalty: 8652.234375
	Iteration 4Q: 3 clusters Score -248802.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -248841.109375 Penalty: 8652.234375
	Iteration 5Q: 3 clusters Score -248841.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -248908.484375 Penalty: 8652.234375
	Iteration 6Q: 3 clusters Score -248908.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -249017.890625 Penalty: 8652.234375
	Iteration 7Q: 3 clusters Score -249017.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -249238.484375 Penalty: 8652.234375
	Iteration 8Q: 3 clusters Score -249238.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -249403.312500 Penalty: 8652.234375
	Iteration 9Q: 3 clusters Score -249403.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -249463.640625 Penalty: 8652.234375
	Iteration 10Q: 3 clusters Score -249463.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -249484.578125 Penalty: 8652.234375
	Iteration 11Q: 3 clusters Score -249484.6 nChanged 7
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: -249498.968750 Penalty: 8652.234375
	Iteration 12Q: 3 clusters Score -249499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -249509.171875 Penalty: 8652.234375
	Iteration 13Q: 3 clusters Score -249509.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -249525.390625 Penalty: 8652.234375
	Iteration 14Q: 3 clusters Score -249525.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -249542.437500 Penalty: 8652.234375
	Iteration 15Q: 3 clusters Score -249542.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -249551.437500 Penalty: 8652.234375
	Iteration 16Q: 3 clusters Score -249551.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -249560.687500 Penalty: 8652.234375
	Iteration 17Q: 3 clusters Score -249560.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -249583.062500 Penalty: 8652.234375
	Iteration 18Q: 3 clusters Score -249583.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -249601.078125 Penalty: 8652.234375
	Iteration 19Q: 3 clusters Score -249601.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -249605.953125 Penalty: 8652.234375
	Iteration 20F: 3 clusters Score -249606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -249614.578125 Penalty: 8652.234375
	Iteration 21Q: 3 clusters Score -249614.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -249619.359375 Penalty: 8652.234375
	Iteration 22Q: 3 clusters Score -249619.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -249621.734375 Penalty: 8652.234375
	Iteration 23Q: 3 clusters Score -249621.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -249625.062500 Penalty: 8652.234375
	Iteration 24Q: 3 clusters Score -249625.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -249627.046875 Penalty: 8652.234375
	Iteration 25Q: 3 clusters Score -249627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -249627.046875 Penalty: 8652.234375
	Iteration 26F: 3 clusters Score -249627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (63731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63731 members 
Entering Unmasked Estep 
Score: -14387335.000000 Penalty: 6775.736328
	Iteration 0F: 2 clusters Score -1.438734e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31770 members 
Mstep: Class 2 contains 31961 members 
Entering Unmasked Estep 
Score: -14342960.000000 Penalty: 13551.472656
	Iteration 0F: 3 clusters Score -1.434296e+07 nChanged 28254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 32407 members 
Entering Unmasked Estep 
Score: -14357949.000000 Penalty: 13551.472656
	Iteration 1F: 3 clusters Score -1.435795e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 32571 members 
Entering Unmasked Estep 
Score: -14358941.000000 Penalty: 13551.472656
	Iteration 2Q: 3 clusters Score -1.435894e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30969 members 
Mstep: Class 2 contains 32762 members 
Entering Unmasked Estep 
Score: -14359663.000000 Penalty: 13551.472656
	Iteration 3Q: 3 clusters Score -1.435966e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30624 members 
Mstep: Class 2 contains 33107 members 
Entering Unmasked Estep 
Score: -14360334.000000 Penalty: 13551.472656
	Iteration 4Q: 3 clusters Score -1.436033e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30162 members 
Mstep: Class 2 contains 33569 members 
Entering Unmasked Estep 
Score: -14360872.000000 Penalty: 13551.472656
	Iteration 5Q: 3 clusters Score -1.436087e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29549 members 
Mstep: Class 2 contains 34182 members 
Entering Unmasked Estep 
Score: -14361382.000000 Penalty: 13551.472656
	Iteration 6Q: 3 clusters Score -1.436138e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 34911 members 
Entering Unmasked Estep 
Score: -14361964.000000 Penalty: 13551.472656
	Iteration 7Q: 3 clusters Score -1.436196e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27885 members 
Mstep: Class 2 contains 35846 members 
Entering Unmasked Estep 
Score: -14362483.000000 Penalty: 13551.472656
	Iteration 8Q: 3 clusters Score -1.436248e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 37039 members 
Entering Unmasked Estep 
Score: -14363023.000000 Penalty: 13551.472656
	Iteration 9Q: 3 clusters Score -1.436302e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 38621 members 
Entering Unmasked Estep 
Score: -14363825.000000 Penalty: 13551.472656
	Iteration 10Q: 3 clusters Score -1.436382e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 40668 members 
Entering Unmasked Estep 
Score: -14364906.000000 Penalty: 13551.472656
	Iteration 11Q: 3 clusters Score -1.436491e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 43243 members 
Entering Unmasked Estep 
Score: -14366297.000000 Penalty: 13551.472656
	Iteration 12Q: 3 clusters Score -1.43663e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 46398 members 
Entering Unmasked Estep 
Score: -14368549.000000 Penalty: 13551.472656
	Iteration 13F: 3 clusters Score -1.436855e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 50037 members 
Entering Unmasked Estep 
Score: -14371318.000000 Penalty: 13551.472656
	Iteration 14F: 3 clusters Score -1.437132e+07 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 53608 members 
Entering Unmasked Estep 
Score: -14374377.000000 Penalty: 13551.472656
	Iteration 15F: 3 clusters Score -1.437438e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 56585 members 
Entering Unmasked Estep 
Score: -14376979.000000 Penalty: 13551.472656
	Iteration 16Q: 3 clusters Score -1.437698e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 58702 members 
Entering Unmasked Estep 
Score: -14378971.000000 Penalty: 13551.472656
	Iteration 17Q: 3 clusters Score -1.437897e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 59953 members 
Entering Unmasked Estep 
Score: -14380507.000000 Penalty: 13551.472656
	Iteration 18Q: 3 clusters Score -1.438051e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 60503 members 
Entering Unmasked Estep 
Score: -14381522.000000 Penalty: 13551.472656
	Iteration 19Q: 3 clusters Score -1.438152e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 60685 members 
Entering Unmasked Estep 
Score: -14381869.000000 Penalty: 13551.472656
	Iteration 20F: 3 clusters Score -1.438187e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 60761 members 
Entering Unmasked Estep 
Score: -14382029.000000 Penalty: 13551.472656
	Iteration 21Q: 3 clusters Score -1.438203e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 60783 members 
Entering Unmasked Estep 
Score: -14382084.000000 Penalty: 13551.472656
	Iteration 22Q: 3 clusters Score -1.438208e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 60789 members 
Entering Unmasked Estep 
Score: -14382163.000000 Penalty: 13551.472656
	Iteration 23Q: 3 clusters Score -1.438216e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 60786 members 
Entering Unmasked Estep 
Score: -14382196.000000 Penalty: 13551.472656
	Iteration 24Q: 3 clusters Score -1.43822e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 60779 members 
Entering Unmasked Estep 
Score: -14382218.000000 Penalty: 13551.472656
	Iteration 25Q: 3 clusters Score -1.438222e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 60767 members 
Entering Unmasked Estep 
Score: -14382255.000000 Penalty: 13551.472656
	Iteration 26Q: 3 clusters Score -1.438226e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 60764 members 
Entering Unmasked Estep 
Score: -14382263.000000 Penalty: 13551.472656
	Iteration 27Q: 3 clusters Score -1.438226e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 60755 members 
Entering Unmasked Estep 
Score: -14382284.000000 Penalty: 13551.472656
	Iteration 28Q: 3 clusters Score -1.438228e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 60758 members 
Entering Unmasked Estep 
Score: -14382297.000000 Penalty: 13551.472656
	Iteration 29Q: 3 clusters Score -1.43823e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 60755 members 
Entering Unmasked Estep 
Score: -14382313.000000 Penalty: 13551.472656
	Iteration 30Q: 3 clusters Score -1.438231e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 60758 members 
Entering Unmasked Estep 
Score: -14382323.000000 Penalty: 13551.472656
	Iteration 31Q: 3 clusters Score -1.438232e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 60756 members 
Entering Unmasked Estep 
Score: -14382352.000000 Penalty: 13551.472656
	Iteration 32Q: 3 clusters Score -1.438235e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 60753 members 
Entering Unmasked Estep 
Score: -14382359.000000 Penalty: 13551.472656
	Iteration 33Q: 3 clusters Score -1.438236e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 60759 members 
Entering Unmasked Estep 
Score: -14382362.000000 Penalty: 13551.472656
	Iteration 34Q: 3 clusters Score -1.438236e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 60762 members 
Entering Unmasked Estep 
Score: -14382363.000000 Penalty: 13551.472656
	Iteration 35Q: 3 clusters Score -1.438236e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 60757 members 
Entering Unmasked Estep 
Score: -14382386.000000 Penalty: 13551.472656
	Iteration 36Q: 3 clusters Score -1.438239e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 60761 members 
Entering Unmasked Estep 
Score: -14382401.000000 Penalty: 13551.472656
	Iteration 37Q: 3 clusters Score -1.43824e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 60762 members 
Entering Unmasked Estep 
Score: -14382421.000000 Penalty: 13551.472656
	Iteration 38Q: 3 clusters Score -1.438242e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 60766 members 
Entering Unmasked Estep 
Score: -14382420.000000 Penalty: 13551.472656
	Iteration 39Q: 3 clusters Score -1.438242e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 60768 members 
Entering Unmasked Estep 
Score: -14382413.000000 Penalty: 13551.472656
	Iteration 40F: 3 clusters Score -1.438241e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 60769 members 
Entering Unmasked Estep 
Score: -14382421.000000 Penalty: 13551.472656
	Iteration 41Q: 3 clusters Score -1.438242e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 60769 members 
Entering Unmasked Estep 
Score: -14382425.000000 Penalty: 13551.472656
	Iteration 42Q: 3 clusters Score -1.438242e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 60769 members 
Entering Unmasked Estep 
Score: -14382423.000000 Penalty: 13551.472656
	Iteration 43Q: 3 clusters Score -1.438242e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 60768 members 
Entering Unmasked Estep 
Score: -14382417.000000 Penalty: 13551.472656
	Iteration 44Q: 3 clusters Score -1.438242e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 60768 members 
Entering Unmasked Estep 
Score: -14382430.000000 Penalty: 13551.472656
	Iteration 45Q: 3 clusters Score -1.438243e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 60766 members 
Entering Unmasked Estep 
Score: -14382426.000000 Penalty: 13551.472656
	Iteration 46Q: 3 clusters Score -1.438243e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 60769 members 
Entering Unmasked Estep 
Score: -14382422.000000 Penalty: 13551.472656
	Iteration 47Q: 3 clusters Score -1.438242e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 60773 members 
Entering Unmasked Estep 
Score: -14382423.000000 Penalty: 13551.472656
	Iteration 48Q: 3 clusters Score -1.438242e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 60773 members 
Entering Unmasked Estep 
Score: -14382421.000000 Penalty: 13551.472656
	Iteration 49Q: 3 clusters Score -1.438242e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 60775 members 
Entering Unmasked Estep 
Score: -14382428.000000 Penalty: 13551.472656
	Iteration 50Q: 3 clusters Score -1.438243e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 60775 members 
Entering Unmasked Estep 
Score: -14382424.000000 Penalty: 13551.472656
	Iteration 51Q: 3 clusters Score -1.438242e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 60776 members 
Entering Unmasked Estep 
Score: -14382425.000000 Penalty: 13551.472656
	Iteration 52Q: 3 clusters Score -1.438242e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 60775 members 
Entering Unmasked Estep 
Score: -14382423.000000 Penalty: 13551.472656
	Iteration 53Q: 3 clusters Score -1.438242e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 60775 members 
Entering Unmasked Estep 
Score: -14382423.000000 Penalty: 13551.472656
	Iteration 54F: 3 clusters Score -1.438242e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Entering Unmasked Estep 
Score: -1277117.000000 Penalty: 5325.280273
	Iteration 0F: 2 clusters Score -1277117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1269445.625000 Penalty: 10650.560547
	Iteration 0F: 3 clusters Score -1269446 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1270909.625000 Penalty: 10650.560547
	Iteration 1F: 3 clusters Score -1270910 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1271345.875000 Penalty: 10650.560547
	Iteration 2F: 3 clusters Score -1271346 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1271682.125000 Penalty: 10650.560547
	Iteration 3F: 3 clusters Score -1271682 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1271969.125000 Penalty: 10650.560547
	Iteration 4F: 3 clusters Score -1271969 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1272258.125000 Penalty: 10650.560547
	Iteration 5Q: 3 clusters Score -1272258 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1272525.875000 Penalty: 10650.560547
	Iteration 6Q: 3 clusters Score -1272526 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1272749.625000 Penalty: 10650.560547
	Iteration 7Q: 3 clusters Score -1272750 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1272915.250000 Penalty: 10650.560547
	Iteration 8Q: 3 clusters Score -1272915 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1273016.375000 Penalty: 10650.560547
	Iteration 9Q: 3 clusters Score -1273016 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1273121.375000 Penalty: 10650.560547
	Iteration 10Q: 3 clusters Score -1273121 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1273203.375000 Penalty: 10650.560547
	Iteration 11Q: 3 clusters Score -1273203 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1273278.875000 Penalty: 10650.560547
	Iteration 12Q: 3 clusters Score -1273279 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1273346.750000 Penalty: 10650.560547
	Iteration 13Q: 3 clusters Score -1273347 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1273392.000000 Penalty: 10650.560547
	Iteration 14Q: 3 clusters Score -1273392 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1273436.125000 Penalty: 10650.560547
	Iteration 15Q: 3 clusters Score -1273436 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1273475.625000 Penalty: 10650.560547
	Iteration 16Q: 3 clusters Score -1273476 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1273503.125000 Penalty: 10650.560547
	Iteration 17Q: 3 clusters Score -1273503 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1273520.250000 Penalty: 10650.560547
	Iteration 18Q: 3 clusters Score -1273520 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1273547.625000 Penalty: 10650.560547
	Iteration 19Q: 3 clusters Score -1273548 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1273563.125000 Penalty: 10650.560547
	Iteration 20F: 3 clusters Score -1273563 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1273579.125000 Penalty: 10650.560547
	Iteration 21Q: 3 clusters Score -1273579 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1273596.250000 Penalty: 10650.560547
	Iteration 22Q: 3 clusters Score -1273596 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1273631.250000 Penalty: 10650.560547
	Iteration 23Q: 3 clusters Score -1273631 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1273660.250000 Penalty: 10650.560547
	Iteration 24Q: 3 clusters Score -1273660 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1273693.625000 Penalty: 10650.560547
	Iteration 25Q: 3 clusters Score -1273694 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1273716.875000 Penalty: 10650.560547
	Iteration 26Q: 3 clusters Score -1273717 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1273738.000000 Penalty: 10650.560547
	Iteration 27Q: 3 clusters Score -1273738 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1273750.500000 Penalty: 10650.560547
	Iteration 28Q: 3 clusters Score -1273750 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1273769.625000 Penalty: 10650.560547
	Iteration 29Q: 3 clusters Score -1273770 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1273781.125000 Penalty: 10650.560547
	Iteration 30Q: 3 clusters Score -1273781 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1273793.125000 Penalty: 10650.560547
	Iteration 31Q: 3 clusters Score -1273793 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1273801.750000 Penalty: 10650.560547
	Iteration 32Q: 3 clusters Score -1273802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1273809.875000 Penalty: 10650.560547
	Iteration 33Q: 3 clusters Score -1273810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1273816.000000 Penalty: 10650.560547
	Iteration 34Q: 3 clusters Score -1273816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1273820.000000 Penalty: 10650.560547
	Iteration 35Q: 3 clusters Score -1273820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1273823.625000 Penalty: 10650.560547
	Iteration 36Q: 3 clusters Score -1273824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1273832.125000 Penalty: 10650.560547
	Iteration 37Q: 3 clusters Score -1273832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1273840.625000 Penalty: 10650.560547
	Iteration 38Q: 3 clusters Score -1273841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1273844.750000 Penalty: 10650.560547
	Iteration 39Q: 3 clusters Score -1273845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1273847.000000 Penalty: 10650.560547
	Iteration 40F: 3 clusters Score -1273847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1273852.125000 Penalty: 10650.560547
	Iteration 41Q: 3 clusters Score -1273852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1273855.750000 Penalty: 10650.560547
	Iteration 42Q: 3 clusters Score -1273856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1273860.625000 Penalty: 10650.560547
	Iteration 43Q: 3 clusters Score -1273861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1273865.375000 Penalty: 10650.560547
	Iteration 44Q: 3 clusters Score -1273865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1273870.625000 Penalty: 10650.560547
	Iteration 45Q: 3 clusters Score -1273871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1273872.875000 Penalty: 10650.560547
	Iteration 46Q: 3 clusters Score -1273873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1273876.625000 Penalty: 10650.560547
	Iteration 47Q: 3 clusters Score -1273877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1273877.000000 Penalty: 10650.560547
	Iteration 48Q: 3 clusters Score -1273877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1273878.750000 Penalty: 10650.560547
	Iteration 49Q: 3 clusters Score -1273879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1273882.250000 Penalty: 10650.560547
	Iteration 50Q: 3 clusters Score -1273882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1273883.500000 Penalty: 10650.560547
	Iteration 51Q: 3 clusters Score -1273884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1273881.250000 Penalty: 10650.560547
	Iteration 52Q: 3 clusters Score -1273881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1273882.500000 Penalty: 10650.560547
	Iteration 53Q: 3 clusters Score -1273882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1273883.625000 Penalty: 10650.560547
	Iteration 54Q: 3 clusters Score -1273884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1273888.250000 Penalty: 10650.560547
	Iteration 55Q: 3 clusters Score -1273888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1273888.250000 Penalty: 10650.560547
	Iteration 56F: 3 clusters Score -1273888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (29565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29565 members 
Entering Unmasked Estep 
Score: -6601433.500000 Penalty: 6305.287598
	Iteration 0F: 2 clusters Score -6601434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -6578834.000000 Penalty: 12610.575195
	Iteration 0F: 3 clusters Score -6578834 nChanged 12426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -6585549.500000 Penalty: 12610.575195
	Iteration 1F: 3 clusters Score -6585550 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -6586299.500000 Penalty: 12610.575195
	Iteration 2F: 3 clusters Score -6586300 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -6586775.500000 Penalty: 12610.575195
	Iteration 3Q: 3 clusters Score -6586776 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -6587168.500000 Penalty: 12610.575195
	Iteration 4Q: 3 clusters Score -6587168 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -6587518.000000 Penalty: 12610.575195
	Iteration 5Q: 3 clusters Score -6587518 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -6587865.000000 Penalty: 12610.575195
	Iteration 6Q: 3 clusters Score -6587865 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -6588175.000000 Penalty: 12610.575195
	Iteration 7Q: 3 clusters Score -6588175 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -6588483.000000 Penalty: 12610.575195
	Iteration 8Q: 3 clusters Score -6588483 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -6588800.500000 Penalty: 12610.575195
	Iteration 9Q: 3 clusters Score -6588800 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -6589128.000000 Penalty: 12610.575195
	Iteration 10Q: 3 clusters Score -6589128 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -6589516.000000 Penalty: 12610.575195
	Iteration 11Q: 3 clusters Score -6589516 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -6590012.000000 Penalty: 12610.575195
	Iteration 12Q: 3 clusters Score -6590012 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -6590562.500000 Penalty: 12610.575195
	Iteration 13Q: 3 clusters Score -6590562 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -6591206.500000 Penalty: 12610.575195
	Iteration 14Q: 3 clusters Score -6591206 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -6591931.500000 Penalty: 12610.575195
	Iteration 15Q: 3 clusters Score -6591932 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -6592694.500000 Penalty: 12610.575195
	Iteration 16Q: 3 clusters Score -6592694 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -6593410.000000 Penalty: 12610.575195
	Iteration 17Q: 3 clusters Score -6593410 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -6594004.500000 Penalty: 12610.575195
	Iteration 18Q: 3 clusters Score -6594004 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 24979 members 
Entering Unmasked Estep 
Score: -6594434.000000 Penalty: 12610.575195
	Iteration 19Q: 3 clusters Score -6594434 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 25415 members 
Entering Unmasked Estep 
Score: -6594759.000000 Penalty: 12610.575195
	Iteration 20F: 3 clusters Score -6594759 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -6595020.500000 Penalty: 12610.575195
	Iteration 21Q: 3 clusters Score -6595020 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 26039 members 
Entering Unmasked Estep 
Score: -6595193.500000 Penalty: 12610.575195
	Iteration 22Q: 3 clusters Score -6595194 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 26255 members 
Entering Unmasked Estep 
Score: -6595349.000000 Penalty: 12610.575195
	Iteration 23Q: 3 clusters Score -6595349 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 26436 members 
Entering Unmasked Estep 
Score: -6595449.000000 Penalty: 12610.575195
	Iteration 24Q: 3 clusters Score -6595449 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -6595514.500000 Penalty: 12610.575195
	Iteration 25Q: 3 clusters Score -6595514 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 26681 members 
Entering Unmasked Estep 
Score: -6595562.500000 Penalty: 12610.575195
	Iteration 26Q: 3 clusters Score -6595562 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -6595608.000000 Penalty: 12610.575195
	Iteration 27Q: 3 clusters Score -6595608 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 26849 members 
Entering Unmasked Estep 
Score: -6595648.500000 Penalty: 12610.575195
	Iteration 28Q: 3 clusters Score -6595648 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -6595692.000000 Penalty: 12610.575195
	Iteration 29Q: 3 clusters Score -6595692 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -6595740.000000 Penalty: 12610.575195
	Iteration 30Q: 3 clusters Score -6595740 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -6595761.500000 Penalty: 12610.575195
	Iteration 31Q: 3 clusters Score -6595762 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 27100 members 
Entering Unmasked Estep 
Score: -6595791.500000 Penalty: 12610.575195
	Iteration 32Q: 3 clusters Score -6595792 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -6595823.500000 Penalty: 12610.575195
	Iteration 33Q: 3 clusters Score -6595824 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 27218 members 
Entering Unmasked Estep 
Score: -6595864.000000 Penalty: 12610.575195
	Iteration 34Q: 3 clusters Score -6595864 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
Score: -6595903.500000 Penalty: 12610.575195
	Iteration 35Q: 3 clusters Score -6595904 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -6595931.500000 Penalty: 12610.575195
	Iteration 36Q: 3 clusters Score -6595932 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 27392 members 
Entering Unmasked Estep 
Score: -6595966.500000 Penalty: 12610.575195
	Iteration 37Q: 3 clusters Score -6595966 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 27445 members 
Entering Unmasked Estep 
Score: -6595974.000000 Penalty: 12610.575195
	Iteration 38Q: 3 clusters Score -6595974 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 27482 members 
Entering Unmasked Estep 
Score: -6596009.500000 Penalty: 12610.575195
	Iteration 39Q: 3 clusters Score -6596010 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 27510 members 
Entering Unmasked Estep 
Score: -6596032.500000 Penalty: 12610.575195
	Iteration 40F: 3 clusters Score -6596032 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -6596051.500000 Penalty: 12610.575195
	Iteration 41Q: 3 clusters Score -6596052 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 27566 members 
Entering Unmasked Estep 
Score: -6596078.000000 Penalty: 12610.575195
	Iteration 42Q: 3 clusters Score -6596078 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -6596084.500000 Penalty: 12610.575195
	Iteration 43Q: 3 clusters Score -6596084 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -6596097.000000 Penalty: 12610.575195
	Iteration 44Q: 3 clusters Score -6596097 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 27622 members 
Entering Unmasked Estep 
Score: -6596095.500000 Penalty: 12610.575195
	Iteration 45Q: 3 clusters Score -6596096 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
Score: -6596106.000000 Penalty: 12610.575195
	Iteration 46Q: 3 clusters Score -6596106 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 27661 members 
Entering Unmasked Estep 
Score: -6596122.000000 Penalty: 12610.575195
	Iteration 47Q: 3 clusters Score -6596122 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 27673 members 
Entering Unmasked Estep 
Score: -6596125.000000 Penalty: 12610.575195
	Iteration 48Q: 3 clusters Score -6596125 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -6596138.500000 Penalty: 12610.575195
	Iteration 49Q: 3 clusters Score -6596138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -6596151.000000 Penalty: 12610.575195
	Iteration 50Q: 3 clusters Score -6596151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 27700 members 
Entering Unmasked Estep 
Score: -6596154.500000 Penalty: 12610.575195
	Iteration 51Q: 3 clusters Score -6596154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 27710 members 
Entering Unmasked Estep 
Score: -6596166.500000 Penalty: 12610.575195
	Iteration 52Q: 3 clusters Score -6596166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 27718 members 
Entering Unmasked Estep 
Score: -6596167.000000 Penalty: 12610.575195
	Iteration 53Q: 3 clusters Score -6596167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -6596172.500000 Penalty: 12610.575195
	Iteration 54Q: 3 clusters Score -6596172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -6596173.500000 Penalty: 12610.575195
	Iteration 55Q: 3 clusters Score -6596174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 27729 members 
Entering Unmasked Estep 
Score: -6596174.000000 Penalty: 12610.575195
	Iteration 56Q: 3 clusters Score -6596174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -6596176.000000 Penalty: 12610.575195
	Iteration 57Q: 3 clusters Score -6596176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -6596172.000000 Penalty: 12610.575195
	Iteration 58Q: 3 clusters Score -6596172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -6596172.500000 Penalty: 12610.575195
	Iteration 59Q: 3 clusters Score -6596172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -6596172.500000 Penalty: 12610.575195
	Iteration 60F: 3 clusters Score -6596172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (44906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44906 members 
Entering Unmasked Estep 
Score: -9957907.000000 Penalty: 6561.300293
	Iteration 0F: 2 clusters Score -9957907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -9925617.000000 Penalty: 13122.600586
	Iteration 0F: 3 clusters Score -9925617 nChanged 19671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -9936169.000000 Penalty: 13122.600586
	Iteration 1F: 3 clusters Score -9936169 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -9937452.000000 Penalty: 13122.600586
	Iteration 2F: 3 clusters Score -9937452 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -9938998.000000 Penalty: 13122.600586
	Iteration 3F: 3 clusters Score -9938998 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -9941456.000000 Penalty: 13122.600586
	Iteration 4F: 3 clusters Score -9941456 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24879 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -9944582.000000 Penalty: 13122.600586
	Iteration 5F: 3 clusters Score -9944582 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -9948013.000000 Penalty: 13122.600586
	Iteration 6F: 3 clusters Score -9948013 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -9951247.000000 Penalty: 13122.600586
	Iteration 7F: 3 clusters Score -9951247 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -9954000.000000 Penalty: 13122.600586
	Iteration 8F: 3 clusters Score -9954000 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -9956011.000000 Penalty: 13122.600586
	Iteration 9F: 3 clusters Score -9956011 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -9957216.000000 Penalty: 13122.600586
	Iteration 10Q: 3 clusters Score -9957216 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -9957938.000000 Penalty: 13122.600586
	Iteration 11Q: 3 clusters Score -9957938 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 26940 members 
Entering Unmasked Estep 
Score: -9958382.000000 Penalty: 13122.600586
	Iteration 12Q: 3 clusters Score -9958382 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -9958623.000000 Penalty: 13122.600586
	Iteration 13Q: 3 clusters Score -9958623 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 27989 members 
Entering Unmasked Estep 
Score: -9958750.000000 Penalty: 13122.600586
	Iteration 14Q: 3 clusters Score -9958750 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 28362 members 
Entering Unmasked Estep 
Score: -9958888.000000 Penalty: 13122.600586
	Iteration 15Q: 3 clusters Score -9958888 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 28690 members 
Entering Unmasked Estep 
Score: -9958984.000000 Penalty: 13122.600586
	Iteration 16Q: 3 clusters Score -9958984 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 28973 members 
Entering Unmasked Estep 
Score: -9959020.000000 Penalty: 13122.600586
	Iteration 17Q: 3 clusters Score -9959020 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 29236 members 
Entering Unmasked Estep 
Score: -9959076.000000 Penalty: 13122.600586
	Iteration 18Q: 3 clusters Score -9959076 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 29457 members 
Entering Unmasked Estep 
Score: -9959116.000000 Penalty: 13122.600586
	Iteration 19Q: 3 clusters Score -9959116 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 29636 members 
Entering Unmasked Estep 
Score: -9959143.000000 Penalty: 13122.600586
	Iteration 20F: 3 clusters Score -9959143 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 29778 members 
Entering Unmasked Estep 
Score: -9959184.000000 Penalty: 13122.600586
	Iteration 21Q: 3 clusters Score -9959184 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 29917 members 
Entering Unmasked Estep 
Score: -9959247.000000 Penalty: 13122.600586
	Iteration 22Q: 3 clusters Score -9959247 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 30045 members 
Entering Unmasked Estep 
Score: -9959248.000000 Penalty: 13122.600586
	Iteration 23Q: 3 clusters Score -9959248 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 30141 members 
Entering Unmasked Estep 
Score: -9959270.000000 Penalty: 13122.600586
	Iteration 24Q: 3 clusters Score -9959270 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 30234 members 
Entering Unmasked Estep 
Score: -9959278.000000 Penalty: 13122.600586
	Iteration 25Q: 3 clusters Score -9959278 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 30314 members 
Entering Unmasked Estep 
Score: -9959289.000000 Penalty: 13122.600586
	Iteration 26Q: 3 clusters Score -9959289 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -9959289.000000 Penalty: 13122.600586
	Iteration 27Q: 3 clusters Score -9959289 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 30478 members 
Entering Unmasked Estep 
Score: -9959305.000000 Penalty: 13122.600586
	Iteration 28Q: 3 clusters Score -9959305 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 30564 members 
Entering Unmasked Estep 
Score: -9959322.000000 Penalty: 13122.600586
	Iteration 29Q: 3 clusters Score -9959322 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 30654 members 
Entering Unmasked Estep 
Score: -9959343.000000 Penalty: 13122.600586
	Iteration 30Q: 3 clusters Score -9959343 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 30732 members 
Entering Unmasked Estep 
Score: -9959341.000000 Penalty: 13122.600586
	Iteration 31Q: 3 clusters Score -9959341 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 30801 members 
Entering Unmasked Estep 
Score: -9959359.000000 Penalty: 13122.600586
	Iteration 32Q: 3 clusters Score -9959359 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -9959341.000000 Penalty: 13122.600586
	Iteration 33Q: 3 clusters Score -9959341 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 30902 members 
Entering Unmasked Estep 
Score: -9959335.000000 Penalty: 13122.600586
	Iteration 34Q: 3 clusters Score -9959335 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 30938 members 
Entering Unmasked Estep 
Score: -9959333.000000 Penalty: 13122.600586
	Iteration 35Q: 3 clusters Score -9959333 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 30968 members 
Entering Unmasked Estep 
Score: -9959343.000000 Penalty: 13122.600586
	Iteration 36Q: 3 clusters Score -9959343 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 30988 members 
Entering Unmasked Estep 
Score: -9959344.000000 Penalty: 13122.600586
	Iteration 37Q: 3 clusters Score -9959344 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 31012 members 
Entering Unmasked Estep 
Score: -9959348.000000 Penalty: 13122.600586
	Iteration 38Q: 3 clusters Score -9959348 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 31038 members 
Entering Unmasked Estep 
Score: -9959343.000000 Penalty: 13122.600586
	Iteration 39Q: 3 clusters Score -9959343 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 31064 members 
Entering Unmasked Estep 
Score: -9959348.000000 Penalty: 13122.600586
	Iteration 40F: 3 clusters Score -9959348 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 31095 members 
Entering Unmasked Estep 
Score: -9959338.000000 Penalty: 13122.600586
	Iteration 41Q: 3 clusters Score -9959338 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 31120 members 
Entering Unmasked Estep 
Score: -9959356.000000 Penalty: 13122.600586
	Iteration 42Q: 3 clusters Score -9959356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 31133 members 
Entering Unmasked Estep 
Score: -9959359.000000 Penalty: 13122.600586
	Iteration 43Q: 3 clusters Score -9959359 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 31143 members 
Entering Unmasked Estep 
Score: -9959349.000000 Penalty: 13122.600586
	Iteration 44Q: 3 clusters Score -9959349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 31148 members 
Entering Unmasked Estep 
Score: -9959340.000000 Penalty: 13122.600586
	Iteration 45Q: 3 clusters Score -9959340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 31155 members 
Entering Unmasked Estep 
Score: -9959343.000000 Penalty: 13122.600586
	Iteration 46Q: 3 clusters Score -9959343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 31166 members 
Entering Unmasked Estep 
Score: -9959344.000000 Penalty: 13122.600586
	Iteration 47Q: 3 clusters Score -9959344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 31179 members 
Entering Unmasked Estep 
Score: -9959352.000000 Penalty: 13122.600586
	Iteration 48Q: 3 clusters Score -9959352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 31187 members 
Entering Unmasked Estep 
Score: -9959330.000000 Penalty: 13122.600586
	Iteration 49Q: 3 clusters Score -9959330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 31194 members 
Entering Unmasked Estep 
Score: -9959346.000000 Penalty: 13122.600586
	Iteration 50Q: 3 clusters Score -9959346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 31198 members 
Entering Unmasked Estep 
Score: -9959345.000000 Penalty: 13122.600586
	Iteration 51Q: 3 clusters Score -9959345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 31202 members 
Entering Unmasked Estep 
Score: -9959346.000000 Penalty: 13122.600586
	Iteration 52Q: 3 clusters Score -9959346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 31204 members 
Entering Unmasked Estep 
Score: -9959353.000000 Penalty: 13122.600586
	Iteration 53Q: 3 clusters Score -9959353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 31205 members 
Entering Unmasked Estep 
Score: -9959356.000000 Penalty: 13122.600586
	Iteration 54Q: 3 clusters Score -9959356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 31205 members 
Entering Unmasked Estep 
Score: -9959356.000000 Penalty: 13122.600586
	Iteration 55F: 3 clusters Score -9959356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 31832 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 11949 members 
Mstep: Class 5 contains 5953 members 
Mstep: Class 6 contains 12280 members 
Mstep: Class 7 contains 21341 members 
Mstep: Class 8 contains 146578 members 
Mstep: Class 9 contains 10878 members 
Mstep: Class 10 contains 981 members 
Mstep: Class 11 contains 69428 members 
Mstep: Class 12 contains 1886 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127686 members 
Mstep: Class 15 contains 17134 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22646 members 
Mstep: Class 18 contains 53795 members 
Mstep: Class 19 contains 18037 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63731 members 
Mstep: Class 22 contains 5969 members 
Mstep: Class 23 contains 29565 members 
Mstep: Class 24 contains 13701 members 
Mstep: Class 25 contains 31205 members 
Entering Unmasked Estep 
Score: -157244256.000000 Penalty: 206468.734375
Splitting cluster 24 changes total score from -157243888.000000 to -157244256.000000
So it's getting split into cluster 25.
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 31832 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 11949 members 
Mstep: Class 5 contains 5953 members 
Mstep: Class 6 contains 12280 members 
Mstep: Class 7 contains 21341 members 
Mstep: Class 8 contains 146578 members 
Mstep: Class 9 contains 10878 members 
Mstep: Class 10 contains 981 members 
Mstep: Class 11 contains 69428 members 
Mstep: Class 12 contains 1886 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127686 members 
Mstep: Class 15 contains 17134 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22646 members 
Mstep: Class 18 contains 53795 members 
Mstep: Class 19 contains 18037 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63731 members 
Mstep: Class 22 contains 5969 members 
Mstep: Class 23 contains 29565 members 
Mstep: Class 24 contains 13701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157245920.000000 Penalty: 206468.734375
Iteration 79Q: 26 clusters Score -1.572459e+08 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 31796 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 11988 members 
Mstep: Class 5 contains 6068 members 
Mstep: Class 6 contains 12334 members 
Mstep: Class 7 contains 21740 members 
Mstep: Class 8 contains 146828 members 
Mstep: Class 9 contains 10851 members 
Mstep: Class 10 contains 981 members 
Mstep: Class 11 contains 69432 members 
Mstep: Class 12 contains 1880 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127668 members 
Mstep: Class 15 contains 17097 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22621 members 
Mstep: Class 18 contains 53956 members 
Mstep: Class 19 contains 18070 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63865 members 
Mstep: Class 22 contains 5971 members 
Mstep: Class 23 contains 29566 members 
Mstep: Class 24 contains 13615 members 
Mstep: Class 25 contains 30249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157247008.000000 Penalty: 206468.734375
Iteration 80F: 26 clusters Score -1.57247e+08 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 31757 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 11976 members 
Mstep: Class 5 contains 6139 members 
Mstep: Class 6 contains 12357 members 
Mstep: Class 7 contains 21647 members 
Mstep: Class 8 contains 146648 members 
Mstep: Class 9 contains 10778 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 69432 members 
Mstep: Class 12 contains 1878 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127645 members 
Mstep: Class 15 contains 17094 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22598 members 
Mstep: Class 18 contains 53856 members 
Mstep: Class 19 contains 18080 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63883 members 
Mstep: Class 22 contains 5976 members 
Mstep: Class 23 contains 29566 members 
Mstep: Class 24 contains 13562 members 
Mstep: Class 25 contains 30732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157247776.000000 Penalty: 206468.734375
Iteration 81Q: 26 clusters Score -1.572478e+08 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 31709 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 11987 members 
Mstep: Class 5 contains 6215 members 
Mstep: Class 6 contains 12381 members 
Mstep: Class 7 contains 21605 members 
Mstep: Class 8 contains 146598 members 
Mstep: Class 9 contains 10731 members 
Mstep: Class 10 contains 972 members 
Mstep: Class 11 contains 69432 members 
Mstep: Class 12 contains 1873 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127634 members 
Mstep: Class 15 contains 17106 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22569 members 
Mstep: Class 18 contains 53859 members 
Mstep: Class 19 contains 18087 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63870 members 
Mstep: Class 22 contains 5980 members 
Mstep: Class 23 contains 29564 members 
Mstep: Class 24 contains 13563 members 
Mstep: Class 25 contains 30856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157247696.000000 Penalty: 206468.734375
Iteration 82Q: 26 clusters Score -1.572477e+08 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 31654 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 11995 members 
Mstep: Class 5 contains 6279 members 
Mstep: Class 6 contains 12396 members 
Mstep: Class 7 contains 21591 members 
Mstep: Class 8 contains 146562 members 
Mstep: Class 9 contains 10718 members 
Mstep: Class 10 contains 968 members 
Mstep: Class 11 contains 69445 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127633 members 
Mstep: Class 15 contains 17122 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22529 members 
Mstep: Class 18 contains 53884 members 
Mstep: Class 19 contains 18091 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63859 members 
Mstep: Class 22 contains 5986 members 
Mstep: Class 23 contains 29551 members 
Mstep: Class 24 contains 13556 members 
Mstep: Class 25 contains 30911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157247984.000000 Penalty: 206468.734375
Iteration 83Q: 26 clusters Score -1.57248e+08 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 31602 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 11999 members 
Mstep: Class 5 contains 6314 members 
Mstep: Class 6 contains 12386 members 
Mstep: Class 7 contains 21576 members 
Mstep: Class 8 contains 146577 members 
Mstep: Class 9 contains 10713 members 
Mstep: Class 10 contains 967 members 
Mstep: Class 11 contains 69452 members 
Mstep: Class 12 contains 1861 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127629 members 
Mstep: Class 15 contains 17123 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22491 members 
Mstep: Class 18 contains 53920 members 
Mstep: Class 19 contains 18089 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63871 members 
Mstep: Class 22 contains 5988 members 
Mstep: Class 23 contains 29545 members 
Mstep: Class 24 contains 13548 members 
Mstep: Class 25 contains 30948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248336.000000 Penalty: 206468.734375
Iteration 84Q: 26 clusters Score -1.572483e+08 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 31551 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12001 members 
Mstep: Class 5 contains 6335 members 
Mstep: Class 6 contains 12396 members 
Mstep: Class 7 contains 21559 members 
Mstep: Class 8 contains 146579 members 
Mstep: Class 9 contains 10703 members 
Mstep: Class 10 contains 967 members 
Mstep: Class 11 contains 69456 members 
Mstep: Class 12 contains 1857 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127627 members 
Mstep: Class 15 contains 17113 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22448 members 
Mstep: Class 18 contains 53972 members 
Mstep: Class 19 contains 18099 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63876 members 
Mstep: Class 22 contains 5990 members 
Mstep: Class 23 contains 29536 members 
Mstep: Class 24 contains 13558 members 
Mstep: Class 25 contains 30971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248336.000000 Penalty: 206468.734375
Iteration 85Q: 26 clusters Score -1.572483e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 31507 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12006 members 
Mstep: Class 5 contains 6357 members 
Mstep: Class 6 contains 12404 members 
Mstep: Class 7 contains 21526 members 
Mstep: Class 8 contains 146596 members 
Mstep: Class 9 contains 10702 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69460 members 
Mstep: Class 12 contains 1856 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127618 members 
Mstep: Class 15 contains 17111 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22433 members 
Mstep: Class 18 contains 54016 members 
Mstep: Class 19 contains 18106 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63872 members 
Mstep: Class 22 contains 5990 members 
Mstep: Class 23 contains 29529 members 
Mstep: Class 24 contains 13553 members 
Mstep: Class 25 contains 30993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248320.000000 Penalty: 206468.734375
Iteration 86Q: 26 clusters Score -1.572483e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 31475 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12014 members 
Mstep: Class 5 contains 6377 members 
Mstep: Class 6 contains 12393 members 
Mstep: Class 7 contains 21515 members 
Mstep: Class 8 contains 146609 members 
Mstep: Class 9 contains 10704 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69450 members 
Mstep: Class 12 contains 1851 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127608 members 
Mstep: Class 15 contains 17116 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22413 members 
Mstep: Class 18 contains 54052 members 
Mstep: Class 19 contains 18108 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63876 members 
Mstep: Class 22 contains 5988 members 
Mstep: Class 23 contains 29524 members 
Mstep: Class 24 contains 13547 members 
Mstep: Class 25 contains 31009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248112.000000 Penalty: 206468.734375
Iteration 87Q: 26 clusters Score -1.572481e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 31437 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12019 members 
Mstep: Class 5 contains 6390 members 
Mstep: Class 6 contains 12395 members 
Mstep: Class 7 contains 21491 members 
Mstep: Class 8 contains 146624 members 
Mstep: Class 9 contains 10702 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69441 members 
Mstep: Class 12 contains 1848 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127604 members 
Mstep: Class 15 contains 17127 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22402 members 
Mstep: Class 18 contains 54094 members 
Mstep: Class 19 contains 18112 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63875 members 
Mstep: Class 22 contains 5988 members 
Mstep: Class 23 contains 29516 members 
Mstep: Class 24 contains 13543 members 
Mstep: Class 25 contains 31019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248128.000000 Penalty: 206468.734375
Iteration 88Q: 26 clusters Score -1.572481e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 31406 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12022 members 
Mstep: Class 5 contains 6397 members 
Mstep: Class 6 contains 12392 members 
Mstep: Class 7 contains 21465 members 
Mstep: Class 8 contains 146631 members 
Mstep: Class 9 contains 10706 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69431 members 
Mstep: Class 12 contains 1845 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127600 members 
Mstep: Class 15 contains 17132 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22399 members 
Mstep: Class 18 contains 54137 members 
Mstep: Class 19 contains 18116 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63891 members 
Mstep: Class 22 contains 5989 members 
Mstep: Class 23 contains 29510 members 
Mstep: Class 24 contains 13532 members 
Mstep: Class 25 contains 31028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248160.000000 Penalty: 206468.734375
Iteration 89Q: 26 clusters Score -1.572482e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 31372 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12027 members 
Mstep: Class 5 contains 6403 members 
Mstep: Class 6 contains 12393 members 
Mstep: Class 7 contains 21430 members 
Mstep: Class 8 contains 146645 members 
Mstep: Class 9 contains 10710 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69428 members 
Mstep: Class 12 contains 1843 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127593 members 
Mstep: Class 15 contains 17141 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22392 members 
Mstep: Class 18 contains 54175 members 
Mstep: Class 19 contains 18120 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63899 members 
Mstep: Class 22 contains 5989 members 
Mstep: Class 23 contains 29500 members 
Mstep: Class 24 contains 13529 members 
Mstep: Class 25 contains 31038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248160.000000 Penalty: 206468.734375
Iteration 90Q: 26 clusters Score -1.572482e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 31339 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12028 members 
Mstep: Class 5 contains 6407 members 
Mstep: Class 6 contains 12404 members 
Mstep: Class 7 contains 21384 members 
Mstep: Class 8 contains 146667 members 
Mstep: Class 9 contains 10717 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69426 members 
Mstep: Class 12 contains 1841 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127587 members 
Mstep: Class 15 contains 17141 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22381 members 
Mstep: Class 18 contains 54219 members 
Mstep: Class 19 contains 18127 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63905 members 
Mstep: Class 22 contains 5989 members 
Mstep: Class 23 contains 29490 members 
Mstep: Class 24 contains 13530 members 
Mstep: Class 25 contains 31051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248256.000000 Penalty: 206468.734375
Iteration 91Q: 26 clusters Score -1.572483e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 31312 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12029 members 
Mstep: Class 5 contains 6408 members 
Mstep: Class 6 contains 12416 members 
Mstep: Class 7 contains 21360 members 
Mstep: Class 8 contains 146686 members 
Mstep: Class 9 contains 10715 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69408 members 
Mstep: Class 12 contains 1839 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127581 members 
Mstep: Class 15 contains 17138 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22377 members 
Mstep: Class 18 contains 54255 members 
Mstep: Class 19 contains 18135 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63912 members 
Mstep: Class 22 contains 5989 members 
Mstep: Class 23 contains 29485 members 
Mstep: Class 24 contains 13535 members 
Mstep: Class 25 contains 31053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248320.000000 Penalty: 206468.734375
Iteration 92Q: 26 clusters Score -1.572483e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 31289 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12029 members 
Mstep: Class 5 contains 6413 members 
Mstep: Class 6 contains 12419 members 
Mstep: Class 7 contains 21330 members 
Mstep: Class 8 contains 146702 members 
Mstep: Class 9 contains 10716 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69411 members 
Mstep: Class 12 contains 1835 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127579 members 
Mstep: Class 15 contains 17131 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22371 members 
Mstep: Class 18 contains 54287 members 
Mstep: Class 19 contains 18140 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63918 members 
Mstep: Class 22 contains 5988 members 
Mstep: Class 23 contains 29474 members 
Mstep: Class 24 contains 13544 members 
Mstep: Class 25 contains 31059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248208.000000 Penalty: 206468.734375
Iteration 93Q: 26 clusters Score -1.572482e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 31269 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12030 members 
Mstep: Class 5 contains 6417 members 
Mstep: Class 6 contains 12417 members 
Mstep: Class 7 contains 21305 members 
Mstep: Class 8 contains 146715 members 
Mstep: Class 9 contains 10714 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69408 members 
Mstep: Class 12 contains 1833 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127576 members 
Mstep: Class 15 contains 17125 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22359 members 
Mstep: Class 18 contains 54317 members 
Mstep: Class 19 contains 18145 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63925 members 
Mstep: Class 22 contains 5988 members 
Mstep: Class 23 contains 29473 members 
Mstep: Class 24 contains 13550 members 
Mstep: Class 25 contains 31069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248096.000000 Penalty: 206468.734375
Iteration 94Q: 26 clusters Score -1.572481e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 31249 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12031 members 
Mstep: Class 5 contains 6422 members 
Mstep: Class 6 contains 12419 members 
Mstep: Class 7 contains 21283 members 
Mstep: Class 8 contains 146730 members 
Mstep: Class 9 contains 10710 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69405 members 
Mstep: Class 12 contains 1832 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127573 members 
Mstep: Class 15 contains 17126 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22348 members 
Mstep: Class 18 contains 54344 members 
Mstep: Class 19 contains 18153 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63922 members 
Mstep: Class 22 contains 5988 members 
Mstep: Class 23 contains 29474 members 
Mstep: Class 24 contains 13550 members 
Mstep: Class 25 contains 31074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248160.000000 Penalty: 206468.734375
Iteration 95Q: 26 clusters Score -1.572482e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 31228 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12032 members 
Mstep: Class 5 contains 6425 members 
Mstep: Class 6 contains 12420 members 
Mstep: Class 7 contains 21254 members 
Mstep: Class 8 contains 146747 members 
Mstep: Class 9 contains 10707 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69401 members 
Mstep: Class 12 contains 1831 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127572 members 
Mstep: Class 15 contains 17125 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22345 members 
Mstep: Class 18 contains 54374 members 
Mstep: Class 19 contains 18155 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63924 members 
Mstep: Class 22 contains 5988 members 
Mstep: Class 23 contains 29471 members 
Mstep: Class 24 contains 13552 members 
Mstep: Class 25 contains 31077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248160.000000 Penalty: 206468.734375
Iteration 96Q: 26 clusters Score -1.572482e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 31209 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12034 members 
Mstep: Class 5 contains 6429 members 
Mstep: Class 6 contains 12414 members 
Mstep: Class 7 contains 21233 members 
Mstep: Class 8 contains 146763 members 
Mstep: Class 9 contains 10708 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69390 members 
Mstep: Class 12 contains 1830 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127566 members 
Mstep: Class 15 contains 17126 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22339 members 
Mstep: Class 18 contains 54396 members 
Mstep: Class 19 contains 18158 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63925 members 
Mstep: Class 22 contains 5989 members 
Mstep: Class 23 contains 29473 members 
Mstep: Class 24 contains 13545 members 
Mstep: Class 25 contains 31094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248256.000000 Penalty: 206468.734375
Iteration 97Q: 26 clusters Score -1.572483e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 31200 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12038 members 
Mstep: Class 5 contains 6430 members 
Mstep: Class 6 contains 12402 members 
Mstep: Class 7 contains 21212 members 
Mstep: Class 8 contains 146771 members 
Mstep: Class 9 contains 10707 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69390 members 
Mstep: Class 12 contains 1828 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127559 members 
Mstep: Class 15 contains 17127 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22339 members 
Mstep: Class 18 contains 54422 members 
Mstep: Class 19 contains 18159 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63935 members 
Mstep: Class 22 contains 5989 members 
Mstep: Class 23 contains 29468 members 
Mstep: Class 24 contains 13541 members 
Mstep: Class 25 contains 31103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248208.000000 Penalty: 206468.734375
Iteration 98Q: 26 clusters Score -1.572482e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 31192 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12040 members 
Mstep: Class 5 contains 6430 members 
Mstep: Class 6 contains 12400 members 
Mstep: Class 7 contains 21189 members 
Mstep: Class 8 contains 146779 members 
Mstep: Class 9 contains 10707 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69378 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127558 members 
Mstep: Class 15 contains 17127 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22337 members 
Mstep: Class 18 contains 54460 members 
Mstep: Class 19 contains 18157 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63939 members 
Mstep: Class 22 contains 5989 members 
Mstep: Class 23 contains 29468 members 
Mstep: Class 24 contains 13539 members 
Mstep: Class 25 contains 31105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248240.000000 Penalty: 206468.734375
Iteration 99Q: 26 clusters Score -1.572482e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 31182 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12042 members 
Mstep: Class 5 contains 6431 members 
Mstep: Class 6 contains 12398 members 
Mstep: Class 7 contains 21173 members 
Mstep: Class 8 contains 146783 members 
Mstep: Class 9 contains 10710 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69374 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127556 members 
Mstep: Class 15 contains 17127 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22327 members 
Mstep: Class 18 contains 54490 members 
Mstep: Class 19 contains 18156 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63941 members 
Mstep: Class 22 contains 5989 members 
Mstep: Class 23 contains 29463 members 
Mstep: Class 24 contains 13536 members 
Mstep: Class 25 contains 31114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248080.000000 Penalty: 206468.734375
Iteration 100F: 26 clusters Score -1.572481e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 31171 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12045 members 
Mstep: Class 5 contains 6432 members 
Mstep: Class 6 contains 12404 members 
Mstep: Class 7 contains 21163 members 
Mstep: Class 8 contains 146792 members 
Mstep: Class 9 contains 10710 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69370 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127553 members 
Mstep: Class 15 contains 17125 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22317 members 
Mstep: Class 18 contains 54512 members 
Mstep: Class 19 contains 18153 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63940 members 
Mstep: Class 22 contains 5989 members 
Mstep: Class 23 contains 29462 members 
Mstep: Class 24 contains 13531 members 
Mstep: Class 25 contains 31124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248112.000000 Penalty: 206468.734375
Iteration 101Q: 26 clusters Score -1.572481e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 31161 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12047 members 
Mstep: Class 5 contains 6434 members 
Mstep: Class 6 contains 12403 members 
Mstep: Class 7 contains 21139 members 
Mstep: Class 8 contains 146796 members 
Mstep: Class 9 contains 10716 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69367 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127552 members 
Mstep: Class 15 contains 17124 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22299 members 
Mstep: Class 18 contains 54546 members 
Mstep: Class 19 contains 18152 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63944 members 
Mstep: Class 22 contains 5988 members 
Mstep: Class 23 contains 29461 members 
Mstep: Class 24 contains 13529 members 
Mstep: Class 25 contains 31133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248080.000000 Penalty: 206468.734375
Iteration 102Q: 26 clusters Score -1.572481e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 31151 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12054 members 
Mstep: Class 5 contains 6434 members 
Mstep: Class 6 contains 12404 members 
Mstep: Class 7 contains 21131 members 
Mstep: Class 8 contains 146799 members 
Mstep: Class 9 contains 10718 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69364 members 
Mstep: Class 12 contains 1825 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127547 members 
Mstep: Class 15 contains 17123 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22287 members 
Mstep: Class 18 contains 54573 members 
Mstep: Class 19 contains 18153 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63943 members 
Mstep: Class 22 contains 5988 members 
Mstep: Class 23 contains 29461 members 
Mstep: Class 24 contains 13529 members 
Mstep: Class 25 contains 31135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248256.000000 Penalty: 206468.734375
Iteration 103Q: 26 clusters Score -1.572483e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 31143 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12058 members 
Mstep: Class 5 contains 6433 members 
Mstep: Class 6 contains 12402 members 
Mstep: Class 7 contains 21120 members 
Mstep: Class 8 contains 146808 members 
Mstep: Class 9 contains 10719 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69357 members 
Mstep: Class 12 contains 1822 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127543 members 
Mstep: Class 15 contains 17122 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22282 members 
Mstep: Class 18 contains 54600 members 
Mstep: Class 19 contains 18153 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63945 members 
Mstep: Class 22 contains 5987 members 
Mstep: Class 23 contains 29461 members 
Mstep: Class 24 contains 13529 members 
Mstep: Class 25 contains 31136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248208.000000 Penalty: 206468.734375
Iteration 104Q: 26 clusters Score -1.572482e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 31130 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12062 members 
Mstep: Class 5 contains 6433 members 
Mstep: Class 6 contains 12402 members 
Mstep: Class 7 contains 21091 members 
Mstep: Class 8 contains 146823 members 
Mstep: Class 9 contains 10718 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69349 members 
Mstep: Class 12 contains 1819 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127540 members 
Mstep: Class 15 contains 17122 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22274 members 
Mstep: Class 18 contains 54634 members 
Mstep: Class 19 contains 18156 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63948 members 
Mstep: Class 22 contains 5987 members 
Mstep: Class 23 contains 29463 members 
Mstep: Class 24 contains 13525 members 
Mstep: Class 25 contains 31142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248464.000000 Penalty: 206468.734375
Iteration 105Q: 26 clusters Score -1.572485e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 31118 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12065 members 
Mstep: Class 5 contains 6433 members 
Mstep: Class 6 contains 12409 members 
Mstep: Class 7 contains 21074 members 
Mstep: Class 8 contains 146826 members 
Mstep: Class 9 contains 10719 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69347 members 
Mstep: Class 12 contains 1816 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127537 members 
Mstep: Class 15 contains 17123 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22265 members 
Mstep: Class 18 contains 54668 members 
Mstep: Class 19 contains 18154 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63949 members 
Mstep: Class 22 contains 5987 members 
Mstep: Class 23 contains 29463 members 
Mstep: Class 24 contains 13521 members 
Mstep: Class 25 contains 31144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248576.000000 Penalty: 206468.734375
Iteration 106Q: 26 clusters Score -1.572486e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 31107 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12067 members 
Mstep: Class 5 contains 6433 members 
Mstep: Class 6 contains 12413 members 
Mstep: Class 7 contains 21058 members 
Mstep: Class 8 contains 146832 members 
Mstep: Class 9 contains 10714 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69343 members 
Mstep: Class 12 contains 1814 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127538 members 
Mstep: Class 15 contains 17124 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22252 members 
Mstep: Class 18 contains 54698 members 
Mstep: Class 19 contains 18153 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63951 members 
Mstep: Class 22 contains 5987 members 
Mstep: Class 23 contains 29464 members 
Mstep: Class 24 contains 13518 members 
Mstep: Class 25 contains 31149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248656.000000 Penalty: 206468.734375
Iteration 107Q: 26 clusters Score -1.572487e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 31099 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12069 members 
Mstep: Class 5 contains 6432 members 
Mstep: Class 6 contains 12416 members 
Mstep: Class 7 contains 21043 members 
Mstep: Class 8 contains 146836 members 
Mstep: Class 9 contains 10709 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69341 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127540 members 
Mstep: Class 15 contains 17127 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22246 members 
Mstep: Class 18 contains 54721 members 
Mstep: Class 19 contains 18151 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63956 members 
Mstep: Class 22 contains 5987 members 
Mstep: Class 23 contains 29462 members 
Mstep: Class 24 contains 13518 members 
Mstep: Class 25 contains 31149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248640.000000 Penalty: 206468.734375
Iteration 108Q: 26 clusters Score -1.572486e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 31090 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12069 members 
Mstep: Class 5 contains 6434 members 
Mstep: Class 6 contains 12413 members 
Mstep: Class 7 contains 21027 members 
Mstep: Class 8 contains 146844 members 
Mstep: Class 9 contains 10705 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69339 members 
Mstep: Class 12 contains 1813 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127539 members 
Mstep: Class 15 contains 17128 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22239 members 
Mstep: Class 18 contains 54745 members 
Mstep: Class 19 contains 18151 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63960 members 
Mstep: Class 22 contains 5987 members 
Mstep: Class 23 contains 29461 members 
Mstep: Class 24 contains 13520 members 
Mstep: Class 25 contains 31150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248464.000000 Penalty: 206468.734375
Iteration 109Q: 26 clusters Score -1.572485e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 31078 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12071 members 
Mstep: Class 5 contains 6434 members 
Mstep: Class 6 contains 12401 members 
Mstep: Class 7 contains 21020 members 
Mstep: Class 8 contains 146856 members 
Mstep: Class 9 contains 10708 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69336 members 
Mstep: Class 12 contains 1813 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127538 members 
Mstep: Class 15 contains 17130 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22231 members 
Mstep: Class 18 contains 54764 members 
Mstep: Class 19 contains 18150 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63967 members 
Mstep: Class 22 contains 5987 members 
Mstep: Class 23 contains 29464 members 
Mstep: Class 24 contains 13521 members 
Mstep: Class 25 contains 31149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248416.000000 Penalty: 206468.734375
Iteration 110Q: 26 clusters Score -1.572484e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 31070 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12074 members 
Mstep: Class 5 contains 6434 members 
Mstep: Class 6 contains 12393 members 
Mstep: Class 7 contains 21006 members 
Mstep: Class 8 contains 146863 members 
Mstep: Class 9 contains 10707 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69335 members 
Mstep: Class 12 contains 1813 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127537 members 
Mstep: Class 15 contains 17131 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22226 members 
Mstep: Class 18 contains 54780 members 
Mstep: Class 19 contains 18152 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63973 members 
Mstep: Class 22 contains 5987 members 
Mstep: Class 23 contains 29465 members 
Mstep: Class 24 contains 13524 members 
Mstep: Class 25 contains 31150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248256.000000 Penalty: 206468.734375
Iteration 111Q: 26 clusters Score -1.572483e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 31057 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12078 members 
Mstep: Class 5 contains 6434 members 
Mstep: Class 6 contains 12388 members 
Mstep: Class 7 contains 20998 members 
Mstep: Class 8 contains 146872 members 
Mstep: Class 9 contains 10706 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69336 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127536 members 
Mstep: Class 15 contains 17128 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22221 members 
Mstep: Class 18 contains 54797 members 
Mstep: Class 19 contains 18153 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63974 members 
Mstep: Class 22 contains 5987 members 
Mstep: Class 23 contains 29464 members 
Mstep: Class 24 contains 13525 members 
Mstep: Class 25 contains 31154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248528.000000 Penalty: 206468.734375
Iteration 112Q: 26 clusters Score -1.572485e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 31048 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12082 members 
Mstep: Class 5 contains 6435 members 
Mstep: Class 6 contains 12384 members 
Mstep: Class 7 contains 20989 members 
Mstep: Class 8 contains 146880 members 
Mstep: Class 9 contains 10704 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69334 members 
Mstep: Class 12 contains 1809 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127536 members 
Mstep: Class 15 contains 17128 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22213 members 
Mstep: Class 18 contains 54813 members 
Mstep: Class 19 contains 18153 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63980 members 
Mstep: Class 22 contains 5987 members 
Mstep: Class 23 contains 29462 members 
Mstep: Class 24 contains 13526 members 
Mstep: Class 25 contains 31158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248464.000000 Penalty: 206468.734375
Iteration 113Q: 26 clusters Score -1.572485e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 31039 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12083 members 
Mstep: Class 5 contains 6435 members 
Mstep: Class 6 contains 12382 members 
Mstep: Class 7 contains 20969 members 
Mstep: Class 8 contains 146896 members 
Mstep: Class 9 contains 10706 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69336 members 
Mstep: Class 12 contains 1806 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127534 members 
Mstep: Class 15 contains 17126 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22209 members 
Mstep: Class 18 contains 54839 members 
Mstep: Class 19 contains 18153 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63981 members 
Mstep: Class 22 contains 5987 members 
Mstep: Class 23 contains 29458 members 
Mstep: Class 24 contains 13525 members 
Mstep: Class 25 contains 31159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248416.000000 Penalty: 206468.734375
Iteration 114Q: 26 clusters Score -1.572484e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 31032 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12083 members 
Mstep: Class 5 contains 6435 members 
Mstep: Class 6 contains 12380 members 
Mstep: Class 7 contains 20953 members 
Mstep: Class 8 contains 146905 members 
Mstep: Class 9 contains 10707 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69334 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127536 members 
Mstep: Class 15 contains 17127 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22210 members 
Mstep: Class 18 contains 54850 members 
Mstep: Class 19 contains 18152 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63985 members 
Mstep: Class 22 contains 5987 members 
Mstep: Class 23 contains 29455 members 
Mstep: Class 24 contains 13521 members 
Mstep: Class 25 contains 31165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248352.000000 Penalty: 206468.734375
Iteration 115Q: 26 clusters Score -1.572484e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 31020 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12087 members 
Mstep: Class 5 contains 6435 members 
Mstep: Class 6 contains 12375 members 
Mstep: Class 7 contains 20940 members 
Mstep: Class 8 contains 146916 members 
Mstep: Class 9 contains 10710 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69330 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127533 members 
Mstep: Class 15 contains 17125 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22211 members 
Mstep: Class 18 contains 54864 members 
Mstep: Class 19 contains 18151 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63990 members 
Mstep: Class 22 contains 5987 members 
Mstep: Class 23 contains 29452 members 
Mstep: Class 24 contains 13517 members 
Mstep: Class 25 contains 31170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248448.000000 Penalty: 206468.734375
Iteration 116Q: 26 clusters Score -1.572484e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 31011 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12087 members 
Mstep: Class 5 contains 6435 members 
Mstep: Class 6 contains 12374 members 
Mstep: Class 7 contains 20927 members 
Mstep: Class 8 contains 146925 members 
Mstep: Class 9 contains 10710 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69333 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127533 members 
Mstep: Class 15 contains 17127 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22210 members 
Mstep: Class 18 contains 54876 members 
Mstep: Class 19 contains 18152 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63992 members 
Mstep: Class 22 contains 5987 members 
Mstep: Class 23 contains 29444 members 
Mstep: Class 24 contains 13515 members 
Mstep: Class 25 contains 31174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248496.000000 Penalty: 206468.734375
Iteration 117Q: 26 clusters Score -1.572485e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 31009 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12086 members 
Mstep: Class 5 contains 6435 members 
Mstep: Class 6 contains 12371 members 
Mstep: Class 7 contains 20915 members 
Mstep: Class 8 contains 146930 members 
Mstep: Class 9 contains 10710 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69338 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127533 members 
Mstep: Class 15 contains 17129 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22210 members 
Mstep: Class 18 contains 54884 members 
Mstep: Class 19 contains 18153 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63992 members 
Mstep: Class 22 contains 5987 members 
Mstep: Class 23 contains 29441 members 
Mstep: Class 24 contains 13515 members 
Mstep: Class 25 contains 31178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248448.000000 Penalty: 206468.734375
Iteration 118Q: 26 clusters Score -1.572484e+08 nChanged 41
Entering ConstructFrom: 
Score: -157248448.000000 Penalty: 206468.734375
Entering ConstructFrom: 
Trying to split cluster 1 (14151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Entering Unmasked Estep 
Score: -3030229.250000 Penalty: 5853.993652
	Iteration 0F: 2 clusters Score -3030229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -3017395.750000 Penalty: 11707.987305
	Iteration 0F: 3 clusters Score -3017396 nChanged 5546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -3020443.750000 Penalty: 11707.987305
	Iteration 1F: 3 clusters Score -3020444 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -3021155.000000 Penalty: 11707.987305
	Iteration 2F: 3 clusters Score -3021155 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -3021780.250000 Penalty: 11707.987305
	Iteration 3F: 3 clusters Score -3021780 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -3022482.750000 Penalty: 11707.987305
	Iteration 4F: 3 clusters Score -3022483 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -3023215.000000 Penalty: 11707.987305
	Iteration 5F: 3 clusters Score -3023215 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -3023863.500000 Penalty: 11707.987305
	Iteration 6F: 3 clusters Score -3023864 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -3024388.500000 Penalty: 11707.987305
	Iteration 7Q: 3 clusters Score -3024388 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -3024761.250000 Penalty: 11707.987305
	Iteration 8Q: 3 clusters Score -3024761 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -3025069.000000 Penalty: 11707.987305
	Iteration 9Q: 3 clusters Score -3025069 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -3025283.750000 Penalty: 11707.987305
	Iteration 10Q: 3 clusters Score -3025284 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -3025483.000000 Penalty: 11707.987305
	Iteration 11Q: 3 clusters Score -3025483 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -3025672.000000 Penalty: 11707.987305
	Iteration 12Q: 3 clusters Score -3025672 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -3025829.750000 Penalty: 11707.987305
	Iteration 13Q: 3 clusters Score -3025830 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -3026026.000000 Penalty: 11707.987305
	Iteration 14Q: 3 clusters Score -3026026 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -3026199.250000 Penalty: 11707.987305
	Iteration 15Q: 3 clusters Score -3026199 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -3026375.000000 Penalty: 11707.987305
	Iteration 16Q: 3 clusters Score -3026375 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -3026543.250000 Penalty: 11707.987305
	Iteration 17Q: 3 clusters Score -3026543 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -3026703.500000 Penalty: 11707.987305
	Iteration 18Q: 3 clusters Score -3026704 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -3026816.500000 Penalty: 11707.987305
	Iteration 19Q: 3 clusters Score -3026816 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -3026939.000000 Penalty: 11707.987305
	Iteration 20F: 3 clusters Score -3026939 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -3027032.250000 Penalty: 11707.987305
	Iteration 21Q: 3 clusters Score -3027032 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -3027113.000000 Penalty: 11707.987305
	Iteration 22Q: 3 clusters Score -3027113 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -3027171.250000 Penalty: 11707.987305
	Iteration 23Q: 3 clusters Score -3027171 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -3027226.750000 Penalty: 11707.987305
	Iteration 24Q: 3 clusters Score -3027227 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -3027256.500000 Penalty: 11707.987305
	Iteration 25Q: 3 clusters Score -3027256 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -3027300.500000 Penalty: 11707.987305
	Iteration 26Q: 3 clusters Score -3027300 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -3027318.000000 Penalty: 11707.987305
	Iteration 27Q: 3 clusters Score -3027318 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -3027334.500000 Penalty: 11707.987305
	Iteration 28Q: 3 clusters Score -3027334 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -3027356.500000 Penalty: 11707.987305
	Iteration 29Q: 3 clusters Score -3027356 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -3027360.000000 Penalty: 11707.987305
	Iteration 30Q: 3 clusters Score -3027360 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -3027377.750000 Penalty: 11707.987305
	Iteration 31Q: 3 clusters Score -3027378 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -3027378.750000 Penalty: 11707.987305
	Iteration 32Q: 3 clusters Score -3027379 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -3027379.250000 Penalty: 11707.987305
	Iteration 33Q: 3 clusters Score -3027379 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -3027386.500000 Penalty: 11707.987305
	Iteration 34Q: 3 clusters Score -3027386 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -3027387.500000 Penalty: 11707.987305
	Iteration 35Q: 3 clusters Score -3027388 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -3027402.000000 Penalty: 11707.987305
	Iteration 36Q: 3 clusters Score -3027402 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -3027423.250000 Penalty: 11707.987305
	Iteration 37Q: 3 clusters Score -3027423 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -3027425.750000 Penalty: 11707.987305
	Iteration 38Q: 3 clusters Score -3027426 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -3027435.250000 Penalty: 11707.987305
	Iteration 39Q: 3 clusters Score -3027435 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -3027441.750000 Penalty: 11707.987305
	Iteration 40F: 3 clusters Score -3027442 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -3027444.250000 Penalty: 11707.987305
	Iteration 41Q: 3 clusters Score -3027444 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -3027449.250000 Penalty: 11707.987305
	Iteration 42Q: 3 clusters Score -3027449 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -3027453.750000 Penalty: 11707.987305
	Iteration 43Q: 3 clusters Score -3027454 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -3027456.000000 Penalty: 11707.987305
	Iteration 44Q: 3 clusters Score -3027456 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -3027459.500000 Penalty: 11707.987305
	Iteration 45Q: 3 clusters Score -3027460 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -3027477.000000 Penalty: 11707.987305
	Iteration 46Q: 3 clusters Score -3027477 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -3027485.750000 Penalty: 11707.987305
	Iteration 47Q: 3 clusters Score -3027486 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -3027500.500000 Penalty: 11707.987305
	Iteration 48Q: 3 clusters Score -3027500 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -3027503.250000 Penalty: 11707.987305
	Iteration 49Q: 3 clusters Score -3027503 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -3027512.000000 Penalty: 11707.987305
	Iteration 50Q: 3 clusters Score -3027512 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -3027526.250000 Penalty: 11707.987305
	Iteration 51Q: 3 clusters Score -3027526 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -3027543.500000 Penalty: 11707.987305
	Iteration 52Q: 3 clusters Score -3027544 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -3027558.500000 Penalty: 11707.987305
	Iteration 53Q: 3 clusters Score -3027558 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -3027566.000000 Penalty: 11707.987305
	Iteration 54Q: 3 clusters Score -3027566 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -3027588.500000 Penalty: 11707.987305
	Iteration 55Q: 3 clusters Score -3027588 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -3027606.500000 Penalty: 11707.987305
	Iteration 56Q: 3 clusters Score -3027606 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -3027619.750000 Penalty: 11707.987305
	Iteration 57Q: 3 clusters Score -3027620 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -3027632.000000 Penalty: 11707.987305
	Iteration 58Q: 3 clusters Score -3027632 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -3027652.500000 Penalty: 11707.987305
	Iteration 59Q: 3 clusters Score -3027652 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -3027667.250000 Penalty: 11707.987305
	Iteration 60F: 3 clusters Score -3027667 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -3027698.000000 Penalty: 11707.987305
	Iteration 61Q: 3 clusters Score -3027698 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -3027709.500000 Penalty: 11707.987305
	Iteration 62Q: 3 clusters Score -3027710 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -3027728.000000 Penalty: 11707.987305
	Iteration 63Q: 3 clusters Score -3027728 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -3027743.750000 Penalty: 11707.987305
	Iteration 64Q: 3 clusters Score -3027744 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -3027756.000000 Penalty: 11707.987305
	Iteration 65Q: 3 clusters Score -3027756 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -3027764.500000 Penalty: 11707.987305
	Iteration 66Q: 3 clusters Score -3027764 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -3027778.250000 Penalty: 11707.987305
	Iteration 67Q: 3 clusters Score -3027778 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -3027796.500000 Penalty: 11707.987305
	Iteration 68Q: 3 clusters Score -3027796 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -3027812.000000 Penalty: 11707.987305
	Iteration 69Q: 3 clusters Score -3027812 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -3027831.500000 Penalty: 11707.987305
	Iteration 70Q: 3 clusters Score -3027832 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -3027848.250000 Penalty: 11707.987305
	Iteration 71Q: 3 clusters Score -3027848 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -3027873.250000 Penalty: 11707.987305
	Iteration 72Q: 3 clusters Score -3027873 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -3027898.000000 Penalty: 11707.987305
	Iteration 73Q: 3 clusters Score -3027898 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -3027924.500000 Penalty: 11707.987305
	Iteration 74Q: 3 clusters Score -3027924 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -3027948.500000 Penalty: 11707.987305
	Iteration 75Q: 3 clusters Score -3027948 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -3027980.750000 Penalty: 11707.987305
	Iteration 76Q: 3 clusters Score -3027981 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -3028005.500000 Penalty: 11707.987305
	Iteration 77Q: 3 clusters Score -3028006 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -3028035.250000 Penalty: 11707.987305
	Iteration 78Q: 3 clusters Score -3028035 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -3028042.250000 Penalty: 11707.987305
	Iteration 79Q: 3 clusters Score -3028042 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -3028070.750000 Penalty: 11707.987305
	Iteration 80F: 3 clusters Score -3028071 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -3028102.250000 Penalty: 11707.987305
	Iteration 81Q: 3 clusters Score -3028102 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -3028122.500000 Penalty: 11707.987305
	Iteration 82Q: 3 clusters Score -3028122 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -3028149.500000 Penalty: 11707.987305
	Iteration 83Q: 3 clusters Score -3028150 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -3028169.750000 Penalty: 11707.987305
	Iteration 84Q: 3 clusters Score -3028170 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -3028190.250000 Penalty: 11707.987305
	Iteration 85Q: 3 clusters Score -3028190 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -3028216.500000 Penalty: 11707.987305
	Iteration 86Q: 3 clusters Score -3028216 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -3028230.500000 Penalty: 11707.987305
	Iteration 87Q: 3 clusters Score -3028230 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -3028242.250000 Penalty: 11707.987305
	Iteration 88Q: 3 clusters Score -3028242 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -3028251.750000 Penalty: 11707.987305
	Iteration 89Q: 3 clusters Score -3028252 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -3028273.000000 Penalty: 11707.987305
	Iteration 90Q: 3 clusters Score -3028273 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -3028274.500000 Penalty: 11707.987305
	Iteration 91Q: 3 clusters Score -3028274 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -3028285.000000 Penalty: 11707.987305
	Iteration 92Q: 3 clusters Score -3028285 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -3028285.500000 Penalty: 11707.987305
	Iteration 93Q: 3 clusters Score -3028286 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -3028288.500000 Penalty: 11707.987305
	Iteration 94Q: 3 clusters Score -3028288 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -3028293.250000 Penalty: 11707.987305
	Iteration 95Q: 3 clusters Score -3028293 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -3028297.500000 Penalty: 11707.987305
	Iteration 96Q: 3 clusters Score -3028298 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -3028296.500000 Penalty: 11707.987305
	Iteration 97Q: 3 clusters Score -3028296 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -3028301.250000 Penalty: 11707.987305
	Iteration 98Q: 3 clusters Score -3028301 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -3028305.500000 Penalty: 11707.987305
	Iteration 99Q: 3 clusters Score -3028306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -3028310.250000 Penalty: 11707.987305
	Iteration 100F: 3 clusters Score -3028310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -3028313.250000 Penalty: 11707.987305
	Iteration 101Q: 3 clusters Score -3028313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -3028312.250000 Penalty: 11707.987305
	Iteration 102Q: 3 clusters Score -3028312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -3028319.250000 Penalty: 11707.987305
	Iteration 103Q: 3 clusters Score -3028319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -3028319.250000 Penalty: 11707.987305
	Iteration 104Q: 3 clusters Score -3028319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -3028323.500000 Penalty: 11707.987305
	Iteration 105Q: 3 clusters Score -3028324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -3028325.500000 Penalty: 11707.987305
	Iteration 106Q: 3 clusters Score -3028326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -3028324.750000 Penalty: 11707.987305
	Iteration 107Q: 3 clusters Score -3028325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -3028322.500000 Penalty: 11707.987305
	Iteration 108Q: 3 clusters Score -3028322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -3028326.750000 Penalty: 11707.987305
	Iteration 109Q: 3 clusters Score -3028327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -3028326.250000 Penalty: 11707.987305
	Iteration 110Q: 3 clusters Score -3028326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -3028329.500000 Penalty: 11707.987305
	Iteration 111Q: 3 clusters Score -3028330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -3028326.500000 Penalty: 11707.987305
	Iteration 112Q: 3 clusters Score -3028326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -3028330.750000 Penalty: 11707.987305
	Iteration 113Q: 3 clusters Score -3028331 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -3028341.000000 Penalty: 11707.987305
	Iteration 114Q: 3 clusters Score -3028341 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -3028344.750000 Penalty: 11707.987305
	Iteration 115Q: 3 clusters Score -3028345 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -3028351.250000 Penalty: 11707.987305
	Iteration 116Q: 3 clusters Score -3028351 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -3028360.250000 Penalty: 11707.987305
	Iteration 117Q: 3 clusters Score -3028360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -3028355.250000 Penalty: 11707.987305
	Iteration 118Q: 3 clusters Score -3028355 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -3028360.750000 Penalty: 11707.987305
	Iteration 119Q: 3 clusters Score -3028361 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -3028371.000000 Penalty: 11707.987305
	Iteration 120F: 3 clusters Score -3028371 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -3028377.500000 Penalty: 11707.987305
	Iteration 121Q: 3 clusters Score -3028378 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -3028384.500000 Penalty: 11707.987305
	Iteration 122Q: 3 clusters Score -3028384 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -3028386.250000 Penalty: 11707.987305
	Iteration 123Q: 3 clusters Score -3028386 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -3028394.000000 Penalty: 11707.987305
	Iteration 124Q: 3 clusters Score -3028394 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -3028405.000000 Penalty: 11707.987305
	Iteration 125Q: 3 clusters Score -3028405 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -3028426.250000 Penalty: 11707.987305
	Iteration 126Q: 3 clusters Score -3028426 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -3028438.500000 Penalty: 11707.987305
	Iteration 127Q: 3 clusters Score -3028438 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -3028449.500000 Penalty: 11707.987305
	Iteration 128Q: 3 clusters Score -3028450 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -3028466.250000 Penalty: 11707.987305
	Iteration 129Q: 3 clusters Score -3028466 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -3028483.750000 Penalty: 11707.987305
	Iteration 130Q: 3 clusters Score -3028484 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -3028487.500000 Penalty: 11707.987305
	Iteration 131Q: 3 clusters Score -3028488 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -3028490.000000 Penalty: 11707.987305
	Iteration 132Q: 3 clusters Score -3028490 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -3028502.000000 Penalty: 11707.987305
	Iteration 133Q: 3 clusters Score -3028502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -3028508.500000 Penalty: 11707.987305
	Iteration 134Q: 3 clusters Score -3028508 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -3028519.250000 Penalty: 11707.987305
	Iteration 135Q: 3 clusters Score -3028519 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -3028521.500000 Penalty: 11707.987305
	Iteration 136Q: 3 clusters Score -3028522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -3028527.500000 Penalty: 11707.987305
	Iteration 137Q: 3 clusters Score -3028528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -3028522.750000 Penalty: 11707.987305
	Iteration 138Q: 3 clusters Score -3028523 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -3028520.500000 Penalty: 11707.987305
	Iteration 139Q: 3 clusters Score -3028520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -3028525.750000 Penalty: 11707.987305
	Iteration 140F: 3 clusters Score -3028526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -3028529.750000 Penalty: 11707.987305
	Iteration 141Q: 3 clusters Score -3028530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -3028533.500000 Penalty: 11707.987305
	Iteration 142Q: 3 clusters Score -3028534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -3028535.250000 Penalty: 11707.987305
	Iteration 143Q: 3 clusters Score -3028535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -3028531.250000 Penalty: 11707.987305
	Iteration 144Q: 3 clusters Score -3028531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -3028531.000000 Penalty: 11707.987305
	Iteration 145Q: 3 clusters Score -3028531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -3028537.250000 Penalty: 11707.987305
	Iteration 146Q: 3 clusters Score -3028537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -3028534.250000 Penalty: 11707.987305
	Iteration 147Q: 3 clusters Score -3028534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -3028534.500000 Penalty: 11707.987305
	Iteration 148Q: 3 clusters Score -3028534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -3028539.750000 Penalty: 11707.987305
	Iteration 149Q: 3 clusters Score -3028540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -3028536.500000 Penalty: 11707.987305
	Iteration 150Q: 3 clusters Score -3028536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -3028529.250000 Penalty: 11707.987305
	Iteration 151Q: 3 clusters Score -3028529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -3028530.750000 Penalty: 11707.987305
	Iteration 152Q: 3 clusters Score -3028531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -3028534.250000 Penalty: 11707.987305
	Iteration 153Q: 3 clusters Score -3028534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -3028530.750000 Penalty: 11707.987305
	Iteration 154Q: 3 clusters Score -3028531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -3028535.000000 Penalty: 11707.987305
	Iteration 155Q: 3 clusters Score -3028535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -3028535.000000 Penalty: 11707.987305
	Iteration 156Q: 3 clusters Score -3028535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -3028535.000000 Penalty: 11707.987305
	Iteration 157F: 3 clusters Score -3028535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (31007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Entering Unmasked Estep 
Score: -6809044.500000 Penalty: 6334.455566
	Iteration 0F: 2 clusters Score -6809044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -6785485.500000 Penalty: 12668.911133
	Iteration 0F: 3 clusters Score -6785486 nChanged 13084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -6792318.000000 Penalty: 12668.911133
	Iteration 1F: 3 clusters Score -6792318 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -6793060.500000 Penalty: 12668.911133
	Iteration 2F: 3 clusters Score -6793060 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -6793554.000000 Penalty: 12668.911133
	Iteration 3Q: 3 clusters Score -6793554 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -6793889.500000 Penalty: 12668.911133
	Iteration 4Q: 3 clusters Score -6793890 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -6794164.500000 Penalty: 12668.911133
	Iteration 5Q: 3 clusters Score -6794164 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -6794407.500000 Penalty: 12668.911133
	Iteration 6Q: 3 clusters Score -6794408 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -6794668.000000 Penalty: 12668.911133
	Iteration 7Q: 3 clusters Score -6794668 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -6794938.000000 Penalty: 12668.911133
	Iteration 8Q: 3 clusters Score -6794938 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -6795211.000000 Penalty: 12668.911133
	Iteration 9Q: 3 clusters Score -6795211 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -6795510.500000 Penalty: 12668.911133
	Iteration 10Q: 3 clusters Score -6795510 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -6795799.000000 Penalty: 12668.911133
	Iteration 11Q: 3 clusters Score -6795799 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -6796140.000000 Penalty: 12668.911133
	Iteration 12Q: 3 clusters Score -6796140 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -6796423.000000 Penalty: 12668.911133
	Iteration 13Q: 3 clusters Score -6796423 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -6796648.500000 Penalty: 12668.911133
	Iteration 14Q: 3 clusters Score -6796648 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -6796899.000000 Penalty: 12668.911133
	Iteration 15Q: 3 clusters Score -6796899 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -6797106.000000 Penalty: 12668.911133
	Iteration 16Q: 3 clusters Score -6797106 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -6797292.500000 Penalty: 12668.911133
	Iteration 17Q: 3 clusters Score -6797292 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -6797543.000000 Penalty: 12668.911133
	Iteration 18Q: 3 clusters Score -6797543 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -6797756.000000 Penalty: 12668.911133
	Iteration 19Q: 3 clusters Score -6797756 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -6797952.000000 Penalty: 12668.911133
	Iteration 20F: 3 clusters Score -6797952 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -6798175.500000 Penalty: 12668.911133
	Iteration 21Q: 3 clusters Score -6798176 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -6798382.500000 Penalty: 12668.911133
	Iteration 22Q: 3 clusters Score -6798382 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -6798575.500000 Penalty: 12668.911133
	Iteration 23Q: 3 clusters Score -6798576 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -6798760.500000 Penalty: 12668.911133
	Iteration 24Q: 3 clusters Score -6798760 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -6798912.500000 Penalty: 12668.911133
	Iteration 25Q: 3 clusters Score -6798912 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -6799139.500000 Penalty: 12668.911133
	Iteration 26Q: 3 clusters Score -6799140 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -6799347.000000 Penalty: 12668.911133
	Iteration 27Q: 3 clusters Score -6799347 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -6799565.500000 Penalty: 12668.911133
	Iteration 28Q: 3 clusters Score -6799566 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -6799743.500000 Penalty: 12668.911133
	Iteration 29Q: 3 clusters Score -6799744 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -6799973.500000 Penalty: 12668.911133
	Iteration 30Q: 3 clusters Score -6799974 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -6800180.500000 Penalty: 12668.911133
	Iteration 31Q: 3 clusters Score -6800180 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -6800370.000000 Penalty: 12668.911133
	Iteration 32Q: 3 clusters Score -6800370 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -6800583.500000 Penalty: 12668.911133
	Iteration 33Q: 3 clusters Score -6800584 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -6800809.000000 Penalty: 12668.911133
	Iteration 34Q: 3 clusters Score -6800809 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -6801031.000000 Penalty: 12668.911133
	Iteration 35Q: 3 clusters Score -6801031 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -6801251.000000 Penalty: 12668.911133
	Iteration 36Q: 3 clusters Score -6801251 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -6801447.500000 Penalty: 12668.911133
	Iteration 37Q: 3 clusters Score -6801448 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -6801692.000000 Penalty: 12668.911133
	Iteration 38Q: 3 clusters Score -6801692 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25097 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -6801865.000000 Penalty: 12668.911133
	Iteration 39Q: 3 clusters Score -6801865 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25523 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -6802078.500000 Penalty: 12668.911133
	Iteration 40F: 3 clusters Score -6802078 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25924 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -6802271.500000 Penalty: 12668.911133
	Iteration 41Q: 3 clusters Score -6802272 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26302 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -6802433.000000 Penalty: 12668.911133
	Iteration 42Q: 3 clusters Score -6802433 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -6802578.000000 Penalty: 12668.911133
	Iteration 43Q: 3 clusters Score -6802578 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26894 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -6802727.500000 Penalty: 12668.911133
	Iteration 44Q: 3 clusters Score -6802728 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -6802861.500000 Penalty: 12668.911133
	Iteration 45Q: 3 clusters Score -6802862 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27405 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -6802992.500000 Penalty: 12668.911133
	Iteration 46Q: 3 clusters Score -6802992 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -6803084.500000 Penalty: 12668.911133
	Iteration 47Q: 3 clusters Score -6803084 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -6803154.000000 Penalty: 12668.911133
	Iteration 48Q: 3 clusters Score -6803154 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -6803198.000000 Penalty: 12668.911133
	Iteration 49Q: 3 clusters Score -6803198 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -6803260.500000 Penalty: 12668.911133
	Iteration 50Q: 3 clusters Score -6803260 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -6803336.500000 Penalty: 12668.911133
	Iteration 51Q: 3 clusters Score -6803336 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28200 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -6803382.500000 Penalty: 12668.911133
	Iteration 52Q: 3 clusters Score -6803382 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28296 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -6803440.500000 Penalty: 12668.911133
	Iteration 53Q: 3 clusters Score -6803440 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28381 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -6803470.500000 Penalty: 12668.911133
	Iteration 54Q: 3 clusters Score -6803470 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28441 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -6803516.000000 Penalty: 12668.911133
	Iteration 55Q: 3 clusters Score -6803516 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28488 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -6803546.500000 Penalty: 12668.911133
	Iteration 56Q: 3 clusters Score -6803546 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -6803588.500000 Penalty: 12668.911133
	Iteration 57Q: 3 clusters Score -6803588 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -6803624.500000 Penalty: 12668.911133
	Iteration 58Q: 3 clusters Score -6803624 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28614 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -6803629.500000 Penalty: 12668.911133
	Iteration 59Q: 3 clusters Score -6803630 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -6803640.500000 Penalty: 12668.911133
	Iteration 60F: 3 clusters Score -6803640 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -6803675.000000 Penalty: 12668.911133
	Iteration 61Q: 3 clusters Score -6803675 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28716 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -6803674.000000 Penalty: 12668.911133
	Iteration 62Q: 3 clusters Score -6803674 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28742 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -6803687.000000 Penalty: 12668.911133
	Iteration 63Q: 3 clusters Score -6803687 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28767 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -6803706.500000 Penalty: 12668.911133
	Iteration 64Q: 3 clusters Score -6803706 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28791 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -6803709.000000 Penalty: 12668.911133
	Iteration 65Q: 3 clusters Score -6803709 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28813 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -6803707.000000 Penalty: 12668.911133
	Iteration 66Q: 3 clusters Score -6803707 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28839 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -6803731.500000 Penalty: 12668.911133
	Iteration 67Q: 3 clusters Score -6803732 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28854 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -6803723.500000 Penalty: 12668.911133
	Iteration 68Q: 3 clusters Score -6803724 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28871 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -6803736.500000 Penalty: 12668.911133
	Iteration 69Q: 3 clusters Score -6803736 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28890 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -6803755.500000 Penalty: 12668.911133
	Iteration 70Q: 3 clusters Score -6803756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28906 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -6803772.500000 Penalty: 12668.911133
	Iteration 71Q: 3 clusters Score -6803772 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28921 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -6803775.500000 Penalty: 12668.911133
	Iteration 72Q: 3 clusters Score -6803776 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28941 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -6803798.500000 Penalty: 12668.911133
	Iteration 73Q: 3 clusters Score -6803798 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28969 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -6803791.500000 Penalty: 12668.911133
	Iteration 74Q: 3 clusters Score -6803792 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28990 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -6803808.500000 Penalty: 12668.911133
	Iteration 75Q: 3 clusters Score -6803808 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -6803824.500000 Penalty: 12668.911133
	Iteration 76Q: 3 clusters Score -6803824 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29024 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -6803826.500000 Penalty: 12668.911133
	Iteration 77Q: 3 clusters Score -6803826 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29036 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -6803837.000000 Penalty: 12668.911133
	Iteration 78Q: 3 clusters Score -6803837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29040 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -6803832.500000 Penalty: 12668.911133
	Iteration 79Q: 3 clusters Score -6803832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -6803835.500000 Penalty: 12668.911133
	Iteration 80F: 3 clusters Score -6803836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29048 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -6803840.500000 Penalty: 12668.911133
	Iteration 81Q: 3 clusters Score -6803840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -6803840.000000 Penalty: 12668.911133
	Iteration 82Q: 3 clusters Score -6803840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29054 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -6803838.500000 Penalty: 12668.911133
	Iteration 83Q: 3 clusters Score -6803838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29055 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -6803846.500000 Penalty: 12668.911133
	Iteration 84Q: 3 clusters Score -6803846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29056 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -6803852.000000 Penalty: 12668.911133
	Iteration 85Q: 3 clusters Score -6803852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29057 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -6803850.500000 Penalty: 12668.911133
	Iteration 86Q: 3 clusters Score -6803850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29057 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -6803850.500000 Penalty: 12668.911133
	Iteration 87F: 3 clusters Score -6803850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Entering Unmasked Estep 
Score: -654444.812500 Penalty: 4904.919922
	Iteration 0F: 2 clusters Score -654444.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -648711.812500 Penalty: 9809.839844
	Iteration 0F: 3 clusters Score -648711.8 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -649630.125000 Penalty: 9809.839844
	Iteration 1F: 3 clusters Score -649630.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -650169.312500 Penalty: 9809.839844
	Iteration 2F: 3 clusters Score -650169.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -650710.562500 Penalty: 9809.839844
	Iteration 3F: 3 clusters Score -650710.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -651362.687500 Penalty: 9809.839844
	Iteration 4F: 3 clusters Score -651362.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -652057.875000 Penalty: 9809.839844
	Iteration 5F: 3 clusters Score -652057.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -653110.875000 Penalty: 9809.839844
	Iteration 6F: 3 clusters Score -653110.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -655093.937500 Penalty: 9809.839844
	Iteration 7F: 3 clusters Score -655093.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -656268.500000 Penalty: 9809.839844
	Iteration 8Q: 3 clusters Score -656268.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -656524.750000 Penalty: 9809.839844
	Iteration 9Q: 3 clusters Score -656524.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -656582.375000 Penalty: 9809.839844
	Iteration 10Q: 3 clusters Score -656582.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -656591.812500 Penalty: 9809.839844
	Iteration 11Q: 3 clusters Score -656591.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -656592.750000 Penalty: 9809.839844
	Iteration 12Q: 3 clusters Score -656592.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -656592.750000 Penalty: 9809.839844
	Iteration 13F: 3 clusters Score -656592.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 31007 members 
Mstep: Class 3 contains 1795 members 
Mstep: Class 4 contains 12087 members 
Mstep: Class 5 contains 6435 members 
Mstep: Class 6 contains 12368 members 
Mstep: Class 7 contains 20908 members 
Mstep: Class 8 contains 146931 members 
Mstep: Class 9 contains 10712 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69338 members 
Mstep: Class 12 contains 1803 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127533 members 
Mstep: Class 15 contains 17132 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22214 members 
Mstep: Class 18 contains 54893 members 
Mstep: Class 19 contains 18153 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63992 members 
Mstep: Class 22 contains 5987 members 
Mstep: Class 23 contains 29436 members 
Mstep: Class 24 contains 13514 members 
Mstep: Class 25 contains 31179 members 
Mstep: Class 26 contains 1210 members 
Entering Unmasked Estep 
Score: -157246992.000000 Penalty: 214727.484375
Splitting cluster 3 changes total score from -157248448.000000 to -157246992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (12087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Entering Unmasked Estep 
Score: -2708486.750000 Penalty: 5757.430176
	Iteration 0F: 2 clusters Score -2708487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -2696907.000000 Penalty: 11514.860352
	Iteration 0F: 3 clusters Score -2696907 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -2699504.000000 Penalty: 11514.860352
	Iteration 1F: 3 clusters Score -2699504 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -2700041.000000 Penalty: 11514.860352
	Iteration 2F: 3 clusters Score -2700041 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -2700293.500000 Penalty: 11514.860352
	Iteration 3Q: 3 clusters Score -2700294 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -2700454.000000 Penalty: 11514.860352
	Iteration 4Q: 3 clusters Score -2700454 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -2700584.250000 Penalty: 11514.860352
	Iteration 5Q: 3 clusters Score -2700584 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -2700665.750000 Penalty: 11514.860352
	Iteration 6Q: 3 clusters Score -2700666 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -2700741.500000 Penalty: 11514.860352
	Iteration 7Q: 3 clusters Score -2700742 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -2700786.250000 Penalty: 11514.860352
	Iteration 8Q: 3 clusters Score -2700786 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -2700843.000000 Penalty: 11514.860352
	Iteration 9Q: 3 clusters Score -2700843 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -2700868.750000 Penalty: 11514.860352
	Iteration 10Q: 3 clusters Score -2700869 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -2700898.000000 Penalty: 11514.860352
	Iteration 11Q: 3 clusters Score -2700898 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -2700923.500000 Penalty: 11514.860352
	Iteration 12Q: 3 clusters Score -2700924 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -2700939.000000 Penalty: 11514.860352
	Iteration 13Q: 3 clusters Score -2700939 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -2700959.500000 Penalty: 11514.860352
	Iteration 14Q: 3 clusters Score -2700960 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -2700977.000000 Penalty: 11514.860352
	Iteration 15Q: 3 clusters Score -2700977 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -2700990.250000 Penalty: 11514.860352
	Iteration 16Q: 3 clusters Score -2700990 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -2701001.000000 Penalty: 11514.860352
	Iteration 17Q: 3 clusters Score -2701001 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -2701010.500000 Penalty: 11514.860352
	Iteration 18Q: 3 clusters Score -2701010 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -2701023.500000 Penalty: 11514.860352
	Iteration 19Q: 3 clusters Score -2701024 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -2701038.250000 Penalty: 11514.860352
	Iteration 20F: 3 clusters Score -2701038 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -2701043.000000 Penalty: 11514.860352
	Iteration 21Q: 3 clusters Score -2701043 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -2701053.250000 Penalty: 11514.860352
	Iteration 22Q: 3 clusters Score -2701053 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -2701056.750000 Penalty: 11514.860352
	Iteration 23Q: 3 clusters Score -2701057 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -2701071.000000 Penalty: 11514.860352
	Iteration 24Q: 3 clusters Score -2701071 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -2701072.250000 Penalty: 11514.860352
	Iteration 25Q: 3 clusters Score -2701072 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -2701076.500000 Penalty: 11514.860352
	Iteration 26Q: 3 clusters Score -2701076 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -2701074.250000 Penalty: 11514.860352
	Iteration 27Q: 3 clusters Score -2701074 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -2701087.500000 Penalty: 11514.860352
	Iteration 28Q: 3 clusters Score -2701088 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -2701098.500000 Penalty: 11514.860352
	Iteration 29Q: 3 clusters Score -2701098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -2701098.000000 Penalty: 11514.860352
	Iteration 30Q: 3 clusters Score -2701098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -2701105.500000 Penalty: 11514.860352
	Iteration 31Q: 3 clusters Score -2701106 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -2701111.000000 Penalty: 11514.860352
	Iteration 32Q: 3 clusters Score -2701111 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -2701115.750000 Penalty: 11514.860352
	Iteration 33Q: 3 clusters Score -2701116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -2701120.750000 Penalty: 11514.860352
	Iteration 34Q: 3 clusters Score -2701121 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -2701125.750000 Penalty: 11514.860352
	Iteration 35Q: 3 clusters Score -2701126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -2701124.500000 Penalty: 11514.860352
	Iteration 36Q: 3 clusters Score -2701124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -2701130.000000 Penalty: 11514.860352
	Iteration 37Q: 3 clusters Score -2701130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -2701132.250000 Penalty: 11514.860352
	Iteration 38Q: 3 clusters Score -2701132 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -2701143.000000 Penalty: 11514.860352
	Iteration 39Q: 3 clusters Score -2701143 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -2701148.500000 Penalty: 11514.860352
	Iteration 40F: 3 clusters Score -2701148 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -2701149.500000 Penalty: 11514.860352
	Iteration 41Q: 3 clusters Score -2701150 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -2701153.500000 Penalty: 11514.860352
	Iteration 42Q: 3 clusters Score -2701154 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -2701162.500000 Penalty: 11514.860352
	Iteration 43Q: 3 clusters Score -2701162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -2701165.000000 Penalty: 11514.860352
	Iteration 44Q: 3 clusters Score -2701165 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -2701170.750000 Penalty: 11514.860352
	Iteration 45Q: 3 clusters Score -2701171 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -2701172.250000 Penalty: 11514.860352
	Iteration 46Q: 3 clusters Score -2701172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -2701182.000000 Penalty: 11514.860352
	Iteration 47Q: 3 clusters Score -2701182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -2701181.750000 Penalty: 11514.860352
	Iteration 48Q: 3 clusters Score -2701182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -2701196.500000 Penalty: 11514.860352
	Iteration 49Q: 3 clusters Score -2701196 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -2701192.750000 Penalty: 11514.860352
	Iteration 50Q: 3 clusters Score -2701193 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -2701204.000000 Penalty: 11514.860352
	Iteration 51Q: 3 clusters Score -2701204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -2701201.500000 Penalty: 11514.860352
	Iteration 52Q: 3 clusters Score -2701202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -2701207.000000 Penalty: 11514.860352
	Iteration 53Q: 3 clusters Score -2701207 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -2701212.000000 Penalty: 11514.860352
	Iteration 54Q: 3 clusters Score -2701212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -2701212.000000 Penalty: 11514.860352
	Iteration 55Q: 3 clusters Score -2701212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -2701221.750000 Penalty: 11514.860352
	Iteration 56Q: 3 clusters Score -2701222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -2701220.750000 Penalty: 11514.860352
	Iteration 57Q: 3 clusters Score -2701221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -2701222.500000 Penalty: 11514.860352
	Iteration 58Q: 3 clusters Score -2701222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -2701225.750000 Penalty: 11514.860352
	Iteration 59Q: 3 clusters Score -2701226 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -2701225.500000 Penalty: 11514.860352
	Iteration 60F: 3 clusters Score -2701226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -2701225.000000 Penalty: 11514.860352
	Iteration 61Q: 3 clusters Score -2701225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -2701227.750000 Penalty: 11514.860352
	Iteration 62Q: 3 clusters Score -2701228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -2701229.000000 Penalty: 11514.860352
	Iteration 63Q: 3 clusters Score -2701229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -2701227.250000 Penalty: 11514.860352
	Iteration 64Q: 3 clusters Score -2701227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -2701229.000000 Penalty: 11514.860352
	Iteration 65Q: 3 clusters Score -2701229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -2701227.750000 Penalty: 11514.860352
	Iteration 66Q: 3 clusters Score -2701228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -2701227.750000 Penalty: 11514.860352
	Iteration 67F: 3 clusters Score -2701228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -1434980.250000 Penalty: 5371.323242
	Iteration 0F: 2 clusters Score -1434980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1426988.625000 Penalty: 10742.646484
	Iteration 0F: 3 clusters Score -1426989 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1428432.250000 Penalty: 10742.646484
	Iteration 1F: 3 clusters Score -1428432 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1428832.750000 Penalty: 10742.646484
	Iteration 2F: 3 clusters Score -1428833 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1429069.375000 Penalty: 10742.646484
	Iteration 3Q: 3 clusters Score -1429069 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1429257.750000 Penalty: 10742.646484
	Iteration 4Q: 3 clusters Score -1429258 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1429431.875000 Penalty: 10742.646484
	Iteration 5Q: 3 clusters Score -1429432 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1429568.500000 Penalty: 10742.646484
	Iteration 6Q: 3 clusters Score -1429568 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1429703.500000 Penalty: 10742.646484
	Iteration 7Q: 3 clusters Score -1429704 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1429834.875000 Penalty: 10742.646484
	Iteration 8Q: 3 clusters Score -1429835 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1429941.500000 Penalty: 10742.646484
	Iteration 9Q: 3 clusters Score -1429942 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1430048.125000 Penalty: 10742.646484
	Iteration 10Q: 3 clusters Score -1430048 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1430165.250000 Penalty: 10742.646484
	Iteration 11Q: 3 clusters Score -1430165 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1430274.625000 Penalty: 10742.646484
	Iteration 12Q: 3 clusters Score -1430275 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1430380.250000 Penalty: 10742.646484
	Iteration 13Q: 3 clusters Score -1430380 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1430476.125000 Penalty: 10742.646484
	Iteration 14Q: 3 clusters Score -1430476 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1430553.125000 Penalty: 10742.646484
	Iteration 15Q: 3 clusters Score -1430553 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1430636.125000 Penalty: 10742.646484
	Iteration 16Q: 3 clusters Score -1430636 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1430723.375000 Penalty: 10742.646484
	Iteration 17Q: 3 clusters Score -1430723 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1430823.250000 Penalty: 10742.646484
	Iteration 18Q: 3 clusters Score -1430823 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1430908.375000 Penalty: 10742.646484
	Iteration 19Q: 3 clusters Score -1430908 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1430981.625000 Penalty: 10742.646484
	Iteration 20F: 3 clusters Score -1430982 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1431051.250000 Penalty: 10742.646484
	Iteration 21Q: 3 clusters Score -1431051 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1431120.875000 Penalty: 10742.646484
	Iteration 22Q: 3 clusters Score -1431121 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1431191.375000 Penalty: 10742.646484
	Iteration 23Q: 3 clusters Score -1431191 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1431261.250000 Penalty: 10742.646484
	Iteration 24Q: 3 clusters Score -1431261 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1431318.250000 Penalty: 10742.646484
	Iteration 25Q: 3 clusters Score -1431318 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1431366.000000 Penalty: 10742.646484
	Iteration 26Q: 3 clusters Score -1431366 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1431409.750000 Penalty: 10742.646484
	Iteration 27Q: 3 clusters Score -1431410 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1431448.250000 Penalty: 10742.646484
	Iteration 28Q: 3 clusters Score -1431448 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1431489.375000 Penalty: 10742.646484
	Iteration 29Q: 3 clusters Score -1431489 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1431529.000000 Penalty: 10742.646484
	Iteration 30Q: 3 clusters Score -1431529 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1431571.125000 Penalty: 10742.646484
	Iteration 31Q: 3 clusters Score -1431571 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1431595.875000 Penalty: 10742.646484
	Iteration 32Q: 3 clusters Score -1431596 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1431622.625000 Penalty: 10742.646484
	Iteration 33Q: 3 clusters Score -1431623 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1431633.750000 Penalty: 10742.646484
	Iteration 34Q: 3 clusters Score -1431634 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1431656.500000 Penalty: 10742.646484
	Iteration 35Q: 3 clusters Score -1431656 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1431674.500000 Penalty: 10742.646484
	Iteration 36Q: 3 clusters Score -1431674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1431679.625000 Penalty: 10742.646484
	Iteration 37Q: 3 clusters Score -1431680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1431685.875000 Penalty: 10742.646484
	Iteration 38Q: 3 clusters Score -1431686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1431686.875000 Penalty: 10742.646484
	Iteration 39Q: 3 clusters Score -1431687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1431690.625000 Penalty: 10742.646484
	Iteration 40F: 3 clusters Score -1431691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1431692.375000 Penalty: 10742.646484
	Iteration 41Q: 3 clusters Score -1431692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1431696.250000 Penalty: 10742.646484
	Iteration 42Q: 3 clusters Score -1431696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1431697.375000 Penalty: 10742.646484
	Iteration 43Q: 3 clusters Score -1431697 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1431701.000000 Penalty: 10742.646484
	Iteration 44Q: 3 clusters Score -1431701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1431706.625000 Penalty: 10742.646484
	Iteration 45Q: 3 clusters Score -1431707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1431706.500000 Penalty: 10742.646484
	Iteration 46Q: 3 clusters Score -1431706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1431706.000000 Penalty: 10742.646484
	Iteration 47Q: 3 clusters Score -1431706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1431708.250000 Penalty: 10742.646484
	Iteration 48Q: 3 clusters Score -1431708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1431708.875000 Penalty: 10742.646484
	Iteration 49Q: 3 clusters Score -1431709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1431709.375000 Penalty: 10742.646484
	Iteration 50Q: 3 clusters Score -1431709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1431711.500000 Penalty: 10742.646484
	Iteration 51Q: 3 clusters Score -1431712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1431711.500000 Penalty: 10742.646484
	Iteration 52F: 3 clusters Score -1431712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Entering Unmasked Estep 
Score: -2775486.250000 Penalty: 5771.506348
	Iteration 0F: 2 clusters Score -2775486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -2763753.750000 Penalty: 11543.012695
	Iteration 0F: 3 clusters Score -2763754 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -2766486.250000 Penalty: 11543.012695
	Iteration 1F: 3 clusters Score -2766486 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -2767009.750000 Penalty: 11543.012695
	Iteration 2F: 3 clusters Score -2767010 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -2767341.250000 Penalty: 11543.012695
	Iteration 3Q: 3 clusters Score -2767341 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -2767598.250000 Penalty: 11543.012695
	Iteration 4Q: 3 clusters Score -2767598 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -2767762.750000 Penalty: 11543.012695
	Iteration 5Q: 3 clusters Score -2767763 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -2767909.500000 Penalty: 11543.012695
	Iteration 6Q: 3 clusters Score -2767910 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -2767997.500000 Penalty: 11543.012695
	Iteration 7Q: 3 clusters Score -2767998 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -2768075.250000 Penalty: 11543.012695
	Iteration 8Q: 3 clusters Score -2768075 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -2768139.250000 Penalty: 11543.012695
	Iteration 9Q: 3 clusters Score -2768139 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -2768194.250000 Penalty: 11543.012695
	Iteration 10Q: 3 clusters Score -2768194 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -2768248.500000 Penalty: 11543.012695
	Iteration 11Q: 3 clusters Score -2768248 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -2768296.500000 Penalty: 11543.012695
	Iteration 12Q: 3 clusters Score -2768296 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -2768355.000000 Penalty: 11543.012695
	Iteration 13Q: 3 clusters Score -2768355 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -2768404.750000 Penalty: 11543.012695
	Iteration 14Q: 3 clusters Score -2768405 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -2768461.500000 Penalty: 11543.012695
	Iteration 15Q: 3 clusters Score -2768462 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -2768490.500000 Penalty: 11543.012695
	Iteration 16Q: 3 clusters Score -2768490 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -2768537.750000 Penalty: 11543.012695
	Iteration 17Q: 3 clusters Score -2768538 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -2768570.500000 Penalty: 11543.012695
	Iteration 18Q: 3 clusters Score -2768570 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -2768606.000000 Penalty: 11543.012695
	Iteration 19Q: 3 clusters Score -2768606 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -2768643.750000 Penalty: 11543.012695
	Iteration 20F: 3 clusters Score -2768644 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -2768692.250000 Penalty: 11543.012695
	Iteration 21Q: 3 clusters Score -2768692 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -2768737.500000 Penalty: 11543.012695
	Iteration 22Q: 3 clusters Score -2768738 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -2768782.000000 Penalty: 11543.012695
	Iteration 23Q: 3 clusters Score -2768782 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -2768823.500000 Penalty: 11543.012695
	Iteration 24Q: 3 clusters Score -2768824 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -2768874.000000 Penalty: 11543.012695
	Iteration 25Q: 3 clusters Score -2768874 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -2768939.500000 Penalty: 11543.012695
	Iteration 26Q: 3 clusters Score -2768940 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -2769036.500000 Penalty: 11543.012695
	Iteration 27Q: 3 clusters Score -2769036 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -2769114.750000 Penalty: 11543.012695
	Iteration 28Q: 3 clusters Score -2769115 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -2769191.250000 Penalty: 11543.012695
	Iteration 29Q: 3 clusters Score -2769191 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -2769284.750000 Penalty: 11543.012695
	Iteration 30Q: 3 clusters Score -2769285 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -2769367.000000 Penalty: 11543.012695
	Iteration 31Q: 3 clusters Score -2769367 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -2769442.000000 Penalty: 11543.012695
	Iteration 32Q: 3 clusters Score -2769442 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -2769526.000000 Penalty: 11543.012695
	Iteration 33Q: 3 clusters Score -2769526 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2769601.000000 Penalty: 11543.012695
	Iteration 34Q: 3 clusters Score -2769601 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -2769687.250000 Penalty: 11543.012695
	Iteration 35Q: 3 clusters Score -2769687 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -2769773.250000 Penalty: 11543.012695
	Iteration 36Q: 3 clusters Score -2769773 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -2769852.750000 Penalty: 11543.012695
	Iteration 37Q: 3 clusters Score -2769853 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2769927.000000 Penalty: 11543.012695
	Iteration 38Q: 3 clusters Score -2769927 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -2769998.000000 Penalty: 11543.012695
	Iteration 39Q: 3 clusters Score -2769998 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -2770076.250000 Penalty: 11543.012695
	Iteration 40F: 3 clusters Score -2770076 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2770142.750000 Penalty: 11543.012695
	Iteration 41Q: 3 clusters Score -2770143 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2770193.250000 Penalty: 11543.012695
	Iteration 42Q: 3 clusters Score -2770193 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2770231.500000 Penalty: 11543.012695
	Iteration 43Q: 3 clusters Score -2770232 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2770288.250000 Penalty: 11543.012695
	Iteration 44Q: 3 clusters Score -2770288 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2770333.250000 Penalty: 11543.012695
	Iteration 45Q: 3 clusters Score -2770333 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2770358.000000 Penalty: 11543.012695
	Iteration 46Q: 3 clusters Score -2770358 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2770392.250000 Penalty: 11543.012695
	Iteration 47Q: 3 clusters Score -2770392 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2770422.750000 Penalty: 11543.012695
	Iteration 48Q: 3 clusters Score -2770423 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2770452.500000 Penalty: 11543.012695
	Iteration 49Q: 3 clusters Score -2770452 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2770475.250000 Penalty: 11543.012695
	Iteration 50Q: 3 clusters Score -2770475 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2770501.000000 Penalty: 11543.012695
	Iteration 51Q: 3 clusters Score -2770501 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2770520.500000 Penalty: 11543.012695
	Iteration 52Q: 3 clusters Score -2770520 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2770528.250000 Penalty: 11543.012695
	Iteration 53Q: 3 clusters Score -2770528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2770547.500000 Penalty: 11543.012695
	Iteration 54Q: 3 clusters Score -2770548 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2770549.000000 Penalty: 11543.012695
	Iteration 55Q: 3 clusters Score -2770549 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2770562.250000 Penalty: 11543.012695
	Iteration 56Q: 3 clusters Score -2770562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2770558.250000 Penalty: 11543.012695
	Iteration 57Q: 3 clusters Score -2770558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2770570.500000 Penalty: 11543.012695
	Iteration 58Q: 3 clusters Score -2770570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2770566.000000 Penalty: 11543.012695
	Iteration 59Q: 3 clusters Score -2770566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2770569.250000 Penalty: 11543.012695
	Iteration 60F: 3 clusters Score -2770569 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2770581.000000 Penalty: 11543.012695
	Iteration 61Q: 3 clusters Score -2770581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2770595.500000 Penalty: 11543.012695
	Iteration 62Q: 3 clusters Score -2770596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2770589.250000 Penalty: 11543.012695
	Iteration 63Q: 3 clusters Score -2770589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2770599.000000 Penalty: 11543.012695
	Iteration 64Q: 3 clusters Score -2770599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2770596.000000 Penalty: 11543.012695
	Iteration 65Q: 3 clusters Score -2770596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2770598.000000 Penalty: 11543.012695
	Iteration 66Q: 3 clusters Score -2770598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2770598.000000 Penalty: 11543.012695
	Iteration 67F: 3 clusters Score -2770598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Entering Unmasked Estep 
Score: -4491003.000000 Penalty: 6093.081055
	Iteration 0F: 2 clusters Score -4491003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -4473971.000000 Penalty: 12186.162109
	Iteration 0F: 3 clusters Score -4473971 nChanged 8529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -4478823.500000 Penalty: 12186.162109
	Iteration 1F: 3 clusters Score -4478824 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -4479873.500000 Penalty: 12186.162109
	Iteration 2F: 3 clusters Score -4479874 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -4480857.500000 Penalty: 12186.162109
	Iteration 3F: 3 clusters Score -4480858 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -4481773.500000 Penalty: 12186.162109
	Iteration 4F: 3 clusters Score -4481774 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -4482670.500000 Penalty: 12186.162109
	Iteration 5F: 3 clusters Score -4482670 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -4483478.000000 Penalty: 12186.162109
	Iteration 6F: 3 clusters Score -4483478 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -4484265.500000 Penalty: 12186.162109
	Iteration 7F: 3 clusters Score -4484266 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -4484996.000000 Penalty: 12186.162109
	Iteration 8Q: 3 clusters Score -4484996 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -4485622.500000 Penalty: 12186.162109
	Iteration 9Q: 3 clusters Score -4485622 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -4486136.500000 Penalty: 12186.162109
	Iteration 10Q: 3 clusters Score -4486136 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -4486525.500000 Penalty: 12186.162109
	Iteration 11Q: 3 clusters Score -4486526 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -4486780.500000 Penalty: 12186.162109
	Iteration 12Q: 3 clusters Score -4486780 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -4486960.000000 Penalty: 12186.162109
	Iteration 13Q: 3 clusters Score -4486960 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -4487096.500000 Penalty: 12186.162109
	Iteration 14Q: 3 clusters Score -4487096 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -4487151.000000 Penalty: 12186.162109
	Iteration 15Q: 3 clusters Score -4487151 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -4487211.500000 Penalty: 12186.162109
	Iteration 16Q: 3 clusters Score -4487212 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -4487232.000000 Penalty: 12186.162109
	Iteration 17Q: 3 clusters Score -4487232 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -4487250.000000 Penalty: 12186.162109
	Iteration 18Q: 3 clusters Score -4487250 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -4487275.000000 Penalty: 12186.162109
	Iteration 19Q: 3 clusters Score -4487275 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -4487277.500000 Penalty: 12186.162109
	Iteration 20F: 3 clusters Score -4487278 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -4487281.500000 Penalty: 12186.162109
	Iteration 21Q: 3 clusters Score -4487282 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -4487281.000000 Penalty: 12186.162109
	Iteration 22Q: 3 clusters Score -4487281 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -4487286.000000 Penalty: 12186.162109
	Iteration 23Q: 3 clusters Score -4487286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -4487285.500000 Penalty: 12186.162109
	Iteration 24Q: 3 clusters Score -4487286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -4487288.000000 Penalty: 12186.162109
	Iteration 25Q: 3 clusters Score -4487288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -4487290.500000 Penalty: 12186.162109
	Iteration 26Q: 3 clusters Score -4487290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -4487288.500000 Penalty: 12186.162109
	Iteration 27Q: 3 clusters Score -4487288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -4487286.500000 Penalty: 12186.162109
	Iteration 28Q: 3 clusters Score -4487286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -4487288.000000 Penalty: 12186.162109
	Iteration 29Q: 3 clusters Score -4487288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -4487290.000000 Penalty: 12186.162109
	Iteration 30Q: 3 clusters Score -4487290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -4487294.500000 Penalty: 12186.162109
	Iteration 31Q: 3 clusters Score -4487294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -4487290.000000 Penalty: 12186.162109
	Iteration 32Q: 3 clusters Score -4487290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -4487293.500000 Penalty: 12186.162109
	Iteration 33Q: 3 clusters Score -4487294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -4487297.500000 Penalty: 12186.162109
	Iteration 34Q: 3 clusters Score -4487298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -4487299.000000 Penalty: 12186.162109
	Iteration 35Q: 3 clusters Score -4487299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -4487299.000000 Penalty: 12186.162109
	Iteration 36F: 3 clusters Score -4487299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (146931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146931 members 
Entering Unmasked Estep 
Score: -32571356.000000 Penalty: 7287.352539
	Iteration 0F: 2 clusters Score -3.257136e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73441 members 
Mstep: Class 2 contains 73490 members 
Entering Unmasked Estep 
Score: -32472444.000000 Penalty: 14574.705078
	Iteration 0F: 3 clusters Score -3.247244e+07 nChanged 68303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72252 members 
Mstep: Class 2 contains 74679 members 
Entering Unmasked Estep 
Score: -32510148.000000 Penalty: 14574.705078
	Iteration 1F: 3 clusters Score -3.251015e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71815 members 
Mstep: Class 2 contains 75116 members 
Entering Unmasked Estep 
Score: -32511522.000000 Penalty: 14574.705078
	Iteration 2Q: 3 clusters Score -3.251152e+07 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71169 members 
Mstep: Class 2 contains 75762 members 
Entering Unmasked Estep 
Score: -32512682.000000 Penalty: 14574.705078
	Iteration 3Q: 3 clusters Score -3.251268e+07 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70198 members 
Mstep: Class 2 contains 76733 members 
Entering Unmasked Estep 
Score: -32513658.000000 Penalty: 14574.705078
	Iteration 4Q: 3 clusters Score -3.251366e+07 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68836 members 
Mstep: Class 2 contains 78095 members 
Entering Unmasked Estep 
Score: -32514696.000000 Penalty: 14574.705078
	Iteration 5Q: 3 clusters Score -3.25147e+07 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67033 members 
Mstep: Class 2 contains 79898 members 
Entering Unmasked Estep 
Score: -32515586.000000 Penalty: 14574.705078
	Iteration 6Q: 3 clusters Score -3.251559e+07 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64504 members 
Mstep: Class 2 contains 82427 members 
Entering Unmasked Estep 
Score: -32516940.000000 Penalty: 14574.705078
	Iteration 7Q: 3 clusters Score -3.251694e+07 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60959 members 
Mstep: Class 2 contains 85972 members 
Entering Unmasked Estep 
Score: -32518596.000000 Penalty: 14574.705078
	Iteration 8Q: 3 clusters Score -3.25186e+07 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56182 members 
Mstep: Class 2 contains 90749 members 
Entering Unmasked Estep 
Score: -32521090.000000 Penalty: 14574.705078
	Iteration 9Q: 3 clusters Score -3.252109e+07 nChanged 7039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49775 members 
Mstep: Class 2 contains 97156 members 
Entering Unmasked Estep 
Score: -32524588.000000 Penalty: 14574.705078
	Iteration 10Q: 3 clusters Score -3.252459e+07 nChanged 8635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41448 members 
Mstep: Class 2 contains 105483 members 
Entering Unmasked Estep 
Score: -32530490.000000 Penalty: 14574.705078
	Iteration 11F: 3 clusters Score -3.253049e+07 nChanged 9861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31721 members 
Mstep: Class 2 contains 115210 members 
Entering Unmasked Estep 
Score: -32538214.000000 Penalty: 14574.705078
	Iteration 12F: 3 clusters Score -3.253821e+07 nChanged 10037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 125203 members 
Entering Unmasked Estep 
Score: -32546564.000000 Penalty: 14574.705078
	Iteration 13F: 3 clusters Score -3.254656e+07 nChanged 8540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 133725 members 
Entering Unmasked Estep 
Score: -32553950.000000 Penalty: 14574.705078
	Iteration 14F: 3 clusters Score -3.255395e+07 nChanged 5753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 139470 members 
Entering Unmasked Estep 
Score: -32559074.000000 Penalty: 14574.705078
	Iteration 15Q: 3 clusters Score -3.255907e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 142835 members 
Entering Unmasked Estep 
Score: -32562156.000000 Penalty: 14574.705078
	Iteration 16Q: 3 clusters Score -3.256216e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 144466 members 
Entering Unmasked Estep 
Score: -32563638.000000 Penalty: 14574.705078
	Iteration 17Q: 3 clusters Score -3.256364e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 145239 members 
Entering Unmasked Estep 
Score: -32564264.000000 Penalty: 14574.705078
	Iteration 18Q: 3 clusters Score -3.256426e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 145616 members 
Entering Unmasked Estep 
Score: -32564594.000000 Penalty: 14574.705078
	Iteration 19Q: 3 clusters Score -3.256459e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 145776 members 
Entering Unmasked Estep 
Score: -32564796.000000 Penalty: 14574.705078
	Iteration 20F: 3 clusters Score -3.25648e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 145872 members 
Entering Unmasked Estep 
Score: -32564848.000000 Penalty: 14574.705078
	Iteration 21Q: 3 clusters Score -3.256485e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 145933 members 
Entering Unmasked Estep 
Score: -32564936.000000 Penalty: 14574.705078
	Iteration 22Q: 3 clusters Score -3.256494e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 145974 members 
Entering Unmasked Estep 
Score: -32564976.000000 Penalty: 14574.705078
	Iteration 23Q: 3 clusters Score -3.256498e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 146002 members 
Entering Unmasked Estep 
Score: -32564980.000000 Penalty: 14574.705078
	Iteration 24Q: 3 clusters Score -3.256498e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 146034 members 
Entering Unmasked Estep 
Score: -32565006.000000 Penalty: 14574.705078
	Iteration 25Q: 3 clusters Score -3.256501e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 146049 members 
Entering Unmasked Estep 
Score: -32565060.000000 Penalty: 14574.705078
	Iteration 26Q: 3 clusters Score -3.256506e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 146060 members 
Entering Unmasked Estep 
Score: -32565080.000000 Penalty: 14574.705078
	Iteration 27Q: 3 clusters Score -3.256508e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 146067 members 
Entering Unmasked Estep 
Score: -32565086.000000 Penalty: 14574.705078
	Iteration 28Q: 3 clusters Score -3.256509e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 146069 members 
Entering Unmasked Estep 
Score: -32565108.000000 Penalty: 14574.705078
	Iteration 29Q: 3 clusters Score -3.256511e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 146072 members 
Entering Unmasked Estep 
Score: -32565078.000000 Penalty: 14574.705078
	Iteration 30Q: 3 clusters Score -3.256508e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 146078 members 
Entering Unmasked Estep 
Score: -32565094.000000 Penalty: 14574.705078
	Iteration 31Q: 3 clusters Score -3.256509e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 146080 members 
Entering Unmasked Estep 
Score: -32565090.000000 Penalty: 14574.705078
	Iteration 32Q: 3 clusters Score -3.256509e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 146080 members 
Entering Unmasked Estep 
Score: -32565086.000000 Penalty: 14574.705078
	Iteration 33Q: 3 clusters Score -3.256509e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 146081 members 
Entering Unmasked Estep 
Score: -32565084.000000 Penalty: 14574.705078
	Iteration 34Q: 3 clusters Score -3.256508e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 146082 members 
Entering Unmasked Estep 
Score: -32565100.000000 Penalty: 14574.705078
	Iteration 35Q: 3 clusters Score -3.25651e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 146084 members 
Entering Unmasked Estep 
Score: -32565112.000000 Penalty: 14574.705078
	Iteration 36Q: 3 clusters Score -3.256511e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 146085 members 
Entering Unmasked Estep 
Score: -32565114.000000 Penalty: 14574.705078
	Iteration 37Q: 3 clusters Score -3.256511e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 146087 members 
Entering Unmasked Estep 
Score: -32565120.000000 Penalty: 14574.705078
	Iteration 38Q: 3 clusters Score -3.256512e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 146087 members 
Entering Unmasked Estep 
Score: -32565120.000000 Penalty: 14574.705078
	Iteration 39F: 3 clusters Score -3.256512e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Entering Unmasked Estep 
Score: -2301564.250000 Penalty: 5683.460449
	Iteration 0F: 2 clusters Score -2301564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -2290940.500000 Penalty: 11366.920898
	Iteration 0F: 3 clusters Score -2290940 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -2293444.250000 Penalty: 11366.920898
	Iteration 1F: 3 clusters Score -2293444 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -2294250.250000 Penalty: 11366.920898
	Iteration 2F: 3 clusters Score -2294250 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -2294971.250000 Penalty: 11366.920898
	Iteration 3F: 3 clusters Score -2294971 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -2295579.500000 Penalty: 11366.920898
	Iteration 4F: 3 clusters Score -2295580 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -2296039.500000 Penalty: 11366.920898
	Iteration 5F: 3 clusters Score -2296040 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -2296395.000000 Penalty: 11366.920898
	Iteration 6Q: 3 clusters Score -2296395 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -2296699.750000 Penalty: 11366.920898
	Iteration 7Q: 3 clusters Score -2296700 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -2296996.000000 Penalty: 11366.920898
	Iteration 8Q: 3 clusters Score -2296996 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -2297290.500000 Penalty: 11366.920898
	Iteration 9Q: 3 clusters Score -2297290 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -2297594.750000 Penalty: 11366.920898
	Iteration 10Q: 3 clusters Score -2297595 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -2297913.000000 Penalty: 11366.920898
	Iteration 11Q: 3 clusters Score -2297913 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -2298204.250000 Penalty: 11366.920898
	Iteration 12Q: 3 clusters Score -2298204 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -2298468.500000 Penalty: 11366.920898
	Iteration 13Q: 3 clusters Score -2298468 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -2298692.250000 Penalty: 11366.920898
	Iteration 14Q: 3 clusters Score -2298692 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -2298841.750000 Penalty: 11366.920898
	Iteration 15Q: 3 clusters Score -2298842 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -2298977.500000 Penalty: 11366.920898
	Iteration 16Q: 3 clusters Score -2298978 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -2299057.250000 Penalty: 11366.920898
	Iteration 17Q: 3 clusters Score -2299057 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -2299098.750000 Penalty: 11366.920898
	Iteration 18Q: 3 clusters Score -2299099 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -2299128.250000 Penalty: 11366.920898
	Iteration 19Q: 3 clusters Score -2299128 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -2299143.750000 Penalty: 11366.920898
	Iteration 20F: 3 clusters Score -2299144 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -2299160.500000 Penalty: 11366.920898
	Iteration 21Q: 3 clusters Score -2299160 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -2299176.250000 Penalty: 11366.920898
	Iteration 22Q: 3 clusters Score -2299176 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -2299194.250000 Penalty: 11366.920898
	Iteration 23Q: 3 clusters Score -2299194 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -2299207.000000 Penalty: 11366.920898
	Iteration 24Q: 3 clusters Score -2299207 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -2299217.750000 Penalty: 11366.920898
	Iteration 25Q: 3 clusters Score -2299218 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -2299233.500000 Penalty: 11366.920898
	Iteration 26Q: 3 clusters Score -2299234 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -2299242.250000 Penalty: 11366.920898
	Iteration 27Q: 3 clusters Score -2299242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -2299246.250000 Penalty: 11366.920898
	Iteration 28Q: 3 clusters Score -2299246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -2299252.000000 Penalty: 11366.920898
	Iteration 29Q: 3 clusters Score -2299252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -2299257.750000 Penalty: 11366.920898
	Iteration 30Q: 3 clusters Score -2299258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -2299262.000000 Penalty: 11366.920898
	Iteration 31Q: 3 clusters Score -2299262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -2299266.000000 Penalty: 11366.920898
	Iteration 32Q: 3 clusters Score -2299266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -2299266.750000 Penalty: 11366.920898
	Iteration 33Q: 3 clusters Score -2299267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -2299273.500000 Penalty: 11366.920898
	Iteration 34Q: 3 clusters Score -2299274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -2299271.000000 Penalty: 11366.920898
	Iteration 35Q: 3 clusters Score -2299271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -2299269.750000 Penalty: 11366.920898
	Iteration 36Q: 3 clusters Score -2299270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -2299273.000000 Penalty: 11366.920898
	Iteration 37Q: 3 clusters Score -2299273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -2299273.000000 Penalty: 11366.920898
	Iteration 38F: 3 clusters Score -2299273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Entering Unmasked Estep 
Score: -184289.203125 Penalty: 4209.812988
	Iteration 0F: 2 clusters Score -184289.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -180411.125000 Penalty: 8419.625977
	Iteration 0F: 3 clusters Score -180411.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -180879.984375 Penalty: 8419.625977
	Iteration 1F: 3 clusters Score -180880 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -181054.765625 Penalty: 8419.625977
	Iteration 2F: 3 clusters Score -181054.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -181139.031250 Penalty: 8419.625977
	Iteration 3Q: 3 clusters Score -181139 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -181221.562500 Penalty: 8419.625977
	Iteration 4Q: 3 clusters Score -181221.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -181277.015625 Penalty: 8419.625977
	Iteration 5Q: 3 clusters Score -181277 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -181302.171875 Penalty: 8419.625977
	Iteration 6Q: 3 clusters Score -181302.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -181329.968750 Penalty: 8419.625977
	Iteration 7Q: 3 clusters Score -181330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -181357.265625 Penalty: 8419.625977
	Iteration 8Q: 3 clusters Score -181357.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -181363.406250 Penalty: 8419.625977
	Iteration 9Q: 3 clusters Score -181363.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -181370.484375 Penalty: 8419.625977
	Iteration 10Q: 3 clusters Score -181370.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -181392.437500 Penalty: 8419.625977
	Iteration 11Q: 3 clusters Score -181392.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -181402.562500 Penalty: 8419.625977
	Iteration 12Q: 3 clusters Score -181402.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -181412.671875 Penalty: 8419.625977
	Iteration 13Q: 3 clusters Score -181412.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -181415.515625 Penalty: 8419.625977
	Iteration 14Q: 3 clusters Score -181415.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -181417.062500 Penalty: 8419.625977
	Iteration 15Q: 3 clusters Score -181417.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -181418.109375 Penalty: 8419.625977
	Iteration 16Q: 3 clusters Score -181418.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -181430.687500 Penalty: 8419.625977
	Iteration 17Q: 3 clusters Score -181430.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -181438.468750 Penalty: 8419.625977
	Iteration 18Q: 3 clusters Score -181438.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -181441.078125 Penalty: 8419.625977
	Iteration 19Q: 3 clusters Score -181441.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -181466.109375 Penalty: 8419.625977
	Iteration 20F: 3 clusters Score -181466.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -181469.171875 Penalty: 8419.625977
	Iteration 21Q: 3 clusters Score -181469.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -181470.812500 Penalty: 8419.625977
	Iteration 22Q: 3 clusters Score -181470.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -181472.843750 Penalty: 8419.625977
	Iteration 23Q: 3 clusters Score -181472.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -181479.187500 Penalty: 8419.625977
	Iteration 24Q: 3 clusters Score -181479.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -181489.187500 Penalty: 8419.625977
	Iteration 25Q: 3 clusters Score -181489.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -181489.187500 Penalty: 8419.625977
	Iteration 26F: 3 clusters Score -181489.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (69338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69338 members 
Entering Unmasked Estep 
Score: -15496815.000000 Penalty: 6827.383301
	Iteration 0F: 2 clusters Score -1.549682e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34761 members 
Mstep: Class 2 contains 34577 members 
Entering Unmasked Estep 
Score: -15448564.000000 Penalty: 13654.766602
	Iteration 0F: 3 clusters Score -1.544856e+07 nChanged 31279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34714 members 
Mstep: Class 2 contains 34624 members 
Entering Unmasked Estep 
Score: -15465509.000000 Penalty: 13654.766602
	Iteration 1F: 3 clusters Score -1.546551e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34608 members 
Mstep: Class 2 contains 34730 members 
Entering Unmasked Estep 
Score: -15466562.000000 Penalty: 13654.766602
	Iteration 2Q: 3 clusters Score -1.546656e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34452 members 
Mstep: Class 2 contains 34886 members 
Entering Unmasked Estep 
Score: -15467424.000000 Penalty: 13654.766602
	Iteration 3Q: 3 clusters Score -1.546742e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34222 members 
Mstep: Class 2 contains 35116 members 
Entering Unmasked Estep 
Score: -15468462.000000 Penalty: 13654.766602
	Iteration 4Q: 3 clusters Score -1.546846e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33944 members 
Mstep: Class 2 contains 35394 members 
Entering Unmasked Estep 
Score: -15469677.000000 Penalty: 13654.766602
	Iteration 5Q: 3 clusters Score -1.546968e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33580 members 
Mstep: Class 2 contains 35758 members 
Entering Unmasked Estep 
Score: -15471063.000000 Penalty: 13654.766602
	Iteration 6Q: 3 clusters Score -1.547106e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 36406 members 
Entering Unmasked Estep 
Score: -15472557.000000 Penalty: 13654.766602
	Iteration 7Q: 3 clusters Score -1.547256e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31928 members 
Mstep: Class 2 contains 37410 members 
Entering Unmasked Estep 
Score: -15474057.000000 Penalty: 13654.766602
	Iteration 8Q: 3 clusters Score -1.547406e+07 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30577 members 
Mstep: Class 2 contains 38761 members 
Entering Unmasked Estep 
Score: -15475443.000000 Penalty: 13654.766602
	Iteration 9Q: 3 clusters Score -1.547544e+07 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28959 members 
Mstep: Class 2 contains 40379 members 
Entering Unmasked Estep 
Score: -15476746.000000 Penalty: 13654.766602
	Iteration 10Q: 3 clusters Score -1.547675e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27110 members 
Mstep: Class 2 contains 42228 members 
Entering Unmasked Estep 
Score: -15478028.000000 Penalty: 13654.766602
	Iteration 11Q: 3 clusters Score -1.547803e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 44243 members 
Entering Unmasked Estep 
Score: -15479346.000000 Penalty: 13654.766602
	Iteration 12Q: 3 clusters Score -1.547935e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 46478 members 
Entering Unmasked Estep 
Score: -15480393.000000 Penalty: 13654.766602
	Iteration 13Q: 3 clusters Score -1.548039e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 48778 members 
Entering Unmasked Estep 
Score: -15481578.000000 Penalty: 13654.766602
	Iteration 14Q: 3 clusters Score -1.548158e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 51185 members 
Entering Unmasked Estep 
Score: -15482858.000000 Penalty: 13654.766602
	Iteration 15Q: 3 clusters Score -1.548286e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 53661 members 
Entering Unmasked Estep 
Score: -15484222.000000 Penalty: 13654.766602
	Iteration 16Q: 3 clusters Score -1.548422e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 56060 members 
Entering Unmasked Estep 
Score: -15485705.000000 Penalty: 13654.766602
	Iteration 17Q: 3 clusters Score -1.54857e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 58273 members 
Entering Unmasked Estep 
Score: -15487131.000000 Penalty: 13654.766602
	Iteration 18Q: 3 clusters Score -1.548713e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 60253 members 
Entering Unmasked Estep 
Score: -15488641.000000 Penalty: 13654.766602
	Iteration 19Q: 3 clusters Score -1.548864e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 61870 members 
Entering Unmasked Estep 
Score: -15489862.000000 Penalty: 13654.766602
	Iteration 20F: 3 clusters Score -1.548986e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 63058 members 
Entering Unmasked Estep 
Score: -15491093.000000 Penalty: 13654.766602
	Iteration 21Q: 3 clusters Score -1.549109e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 63887 members 
Entering Unmasked Estep 
Score: -15492045.000000 Penalty: 13654.766602
	Iteration 22Q: 3 clusters Score -1.549204e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 64461 members 
Entering Unmasked Estep 
Score: -15492593.000000 Penalty: 13654.766602
	Iteration 23Q: 3 clusters Score -1.549259e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 64884 members 
Entering Unmasked Estep 
Score: -15492943.000000 Penalty: 13654.766602
	Iteration 24Q: 3 clusters Score -1.549294e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 65169 members 
Entering Unmasked Estep 
Score: -15493177.000000 Penalty: 13654.766602
	Iteration 25Q: 3 clusters Score -1.549318e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 65362 members 
Entering Unmasked Estep 
Score: -15493309.000000 Penalty: 13654.766602
	Iteration 26Q: 3 clusters Score -1.549331e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 65508 members 
Entering Unmasked Estep 
Score: -15493401.000000 Penalty: 13654.766602
	Iteration 27Q: 3 clusters Score -1.54934e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 65639 members 
Entering Unmasked Estep 
Score: -15493457.000000 Penalty: 13654.766602
	Iteration 28Q: 3 clusters Score -1.549346e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 65745 members 
Entering Unmasked Estep 
Score: -15493500.000000 Penalty: 13654.766602
	Iteration 29Q: 3 clusters Score -1.54935e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 65848 members 
Entering Unmasked Estep 
Score: -15493553.000000 Penalty: 13654.766602
	Iteration 30Q: 3 clusters Score -1.549355e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 65933 members 
Entering Unmasked Estep 
Score: -15493585.000000 Penalty: 13654.766602
	Iteration 31Q: 3 clusters Score -1.549358e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 66025 members 
Entering Unmasked Estep 
Score: -15493641.000000 Penalty: 13654.766602
	Iteration 32Q: 3 clusters Score -1.549364e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 66110 members 
Entering Unmasked Estep 
Score: -15493666.000000 Penalty: 13654.766602
	Iteration 33Q: 3 clusters Score -1.549367e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 66214 members 
Entering Unmasked Estep 
Score: -15493764.000000 Penalty: 13654.766602
	Iteration 34Q: 3 clusters Score -1.549376e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 66321 members 
Entering Unmasked Estep 
Score: -15493846.000000 Penalty: 13654.766602
	Iteration 35Q: 3 clusters Score -1.549385e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 66400 members 
Entering Unmasked Estep 
Score: -15493914.000000 Penalty: 13654.766602
	Iteration 36Q: 3 clusters Score -1.549391e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 66468 members 
Entering Unmasked Estep 
Score: -15493924.000000 Penalty: 13654.766602
	Iteration 37Q: 3 clusters Score -1.549392e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 66525 members 
Entering Unmasked Estep 
Score: -15493959.000000 Penalty: 13654.766602
	Iteration 38Q: 3 clusters Score -1.549396e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 66560 members 
Entering Unmasked Estep 
Score: -15493972.000000 Penalty: 13654.766602
	Iteration 39Q: 3 clusters Score -1.549397e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 66588 members 
Entering Unmasked Estep 
Score: -15493981.000000 Penalty: 13654.766602
	Iteration 40F: 3 clusters Score -1.549398e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 66610 members 
Entering Unmasked Estep 
Score: -15494002.000000 Penalty: 13654.766602
	Iteration 41Q: 3 clusters Score -1.5494e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 66635 members 
Entering Unmasked Estep 
Score: -15494008.000000 Penalty: 13654.766602
	Iteration 42Q: 3 clusters Score -1.549401e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 66645 members 
Entering Unmasked Estep 
Score: -15494006.000000 Penalty: 13654.766602
	Iteration 43Q: 3 clusters Score -1.549401e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 66651 members 
Entering Unmasked Estep 
Score: -15493995.000000 Penalty: 13654.766602
	Iteration 44Q: 3 clusters Score -1.5494e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 66656 members 
Entering Unmasked Estep 
Score: -15494003.000000 Penalty: 13654.766602
	Iteration 45Q: 3 clusters Score -1.5494e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 66659 members 
Entering Unmasked Estep 
Score: -15494006.000000 Penalty: 13654.766602
	Iteration 46Q: 3 clusters Score -1.549401e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 66661 members 
Entering Unmasked Estep 
Score: -15494008.000000 Penalty: 13654.766602
	Iteration 47Q: 3 clusters Score -1.549401e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 66661 members 
Entering Unmasked Estep 
Score: -15494008.000000 Penalty: 13654.766602
	Iteration 48F: 3 clusters Score -1.549401e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Entering Unmasked Estep 
Score: -372024.375000 Penalty: 4592.039551
	Iteration 0F: 2 clusters Score -372024.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -367450.468750 Penalty: 9184.079102
	Iteration 0F: 3 clusters Score -367450.5 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -368238.000000 Penalty: 9184.079102
	Iteration 1F: 3 clusters Score -368238 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -368763.906250 Penalty: 9184.079102
	Iteration 2F: 3 clusters Score -368763.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -369244.562500 Penalty: 9184.079102
	Iteration 3F: 3 clusters Score -369244.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -369526.156250 Penalty: 9184.079102
	Iteration 4F: 3 clusters Score -369526.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -369696.750000 Penalty: 9184.079102
	Iteration 5Q: 3 clusters Score -369696.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -369837.093750 Penalty: 9184.079102
	Iteration 6Q: 3 clusters Score -369837.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -369951.250000 Penalty: 9184.079102
	Iteration 7Q: 3 clusters Score -369951.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -370050.218750 Penalty: 9184.079102
	Iteration 8Q: 3 clusters Score -370050.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -370125.968750 Penalty: 9184.079102
	Iteration 9Q: 3 clusters Score -370126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -370167.500000 Penalty: 9184.079102
	Iteration 10Q: 3 clusters Score -370167.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -370195.125000 Penalty: 9184.079102
	Iteration 11Q: 3 clusters Score -370195.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -370198.250000 Penalty: 9184.079102
	Iteration 12Q: 3 clusters Score -370198.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -370200.406250 Penalty: 9184.079102
	Iteration 13Q: 3 clusters Score -370200.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -370200.406250 Penalty: 9184.079102
	Iteration 14F: 3 clusters Score -370200.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Entering Unmasked Estep 
Score: -269829.468750 Penalty: 4420.684082
	Iteration 0F: 2 clusters Score -269829.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -265510.218750 Penalty: 8841.368164
	Iteration 0F: 3 clusters Score -265510.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -266145.343750 Penalty: 8841.368164
	Iteration 1F: 3 clusters Score -266145.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -266579.562500 Penalty: 8841.368164
	Iteration 2F: 3 clusters Score -266579.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -267140.562500 Penalty: 8841.368164
	Iteration 3F: 3 clusters Score -267140.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -267743.062500 Penalty: 8841.368164
	Iteration 4F: 3 clusters Score -267743.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -268272.718750 Penalty: 8841.368164
	Iteration 5Q: 3 clusters Score -268272.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -268591.468750 Penalty: 8841.368164
	Iteration 6Q: 3 clusters Score -268591.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -268758.937500 Penalty: 8841.368164
	Iteration 7Q: 3 clusters Score -268758.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -268951.500000 Penalty: 8841.368164
	Iteration 8Q: 3 clusters Score -268951.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -268997.156250 Penalty: 8841.368164
	Iteration 9Q: 3 clusters Score -268997.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -269024.093750 Penalty: 8841.368164
	Iteration 10Q: 3 clusters Score -269024.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -269043.250000 Penalty: 8841.368164
	Iteration 11Q: 3 clusters Score -269043.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -269061.187500 Penalty: 8841.368164
	Iteration 12Q: 3 clusters Score -269061.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -269072.406250 Penalty: 8841.368164
	Iteration 13Q: 3 clusters Score -269072.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -269074.437500 Penalty: 8841.368164
	Iteration 14Q: 3 clusters Score -269074.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -269079.750000 Penalty: 8841.368164
	Iteration 15Q: 3 clusters Score -269079.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -269079.750000 Penalty: 8841.368164
	Iteration 16F: 3 clusters Score -269079.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (127533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127533 members 
Entering Unmasked Estep 
Score: -28488656.000000 Penalty: 7200.629883
	Iteration 0F: 2 clusters Score -2.848866e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63970 members 
Mstep: Class 2 contains 63563 members 
Entering Unmasked Estep 
Score: -28403434.000000 Penalty: 14401.259766
	Iteration 0F: 3 clusters Score -2.840343e+07 nChanged 58866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65632 members 
Mstep: Class 2 contains 61901 members 
Entering Unmasked Estep 
Score: -28435854.000000 Penalty: 14401.259766
	Iteration 1F: 3 clusters Score -2.843585e+07 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66699 members 
Mstep: Class 2 contains 60834 members 
Entering Unmasked Estep 
Score: -28437286.000000 Penalty: 14401.259766
	Iteration 2Q: 3 clusters Score -2.843729e+07 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68245 members 
Mstep: Class 2 contains 59288 members 
Entering Unmasked Estep 
Score: -28438524.000000 Penalty: 14401.259766
	Iteration 3Q: 3 clusters Score -2.843852e+07 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70524 members 
Mstep: Class 2 contains 57009 members 
Entering Unmasked Estep 
Score: -28440202.000000 Penalty: 14401.259766
	Iteration 4Q: 3 clusters Score -2.84402e+07 nChanged 5795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73905 members 
Mstep: Class 2 contains 53628 members 
Entering Unmasked Estep 
Score: -28442906.000000 Penalty: 14401.259766
	Iteration 5Q: 3 clusters Score -2.844291e+07 nChanged 6946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78691 members 
Mstep: Class 2 contains 48842 members 
Entering Unmasked Estep 
Score: -28446640.000000 Penalty: 14401.259766
	Iteration 6F: 3 clusters Score -2.844664e+07 nChanged 8412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85253 members 
Mstep: Class 2 contains 42280 members 
Entering Unmasked Estep 
Score: -28452026.000000 Penalty: 14401.259766
	Iteration 7F: 3 clusters Score -2.845203e+07 nChanged 9466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93375 members 
Mstep: Class 2 contains 34158 members 
Entering Unmasked Estep 
Score: -28458712.000000 Penalty: 14401.259766
	Iteration 8F: 3 clusters Score -2.845871e+07 nChanged 9284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101893 members 
Mstep: Class 2 contains 25640 members 
Entering Unmasked Estep 
Score: -28465780.000000 Penalty: 14401.259766
	Iteration 9F: 3 clusters Score -2.846578e+07 nChanged 7638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109229 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -28471362.000000 Penalty: 14401.259766
	Iteration 10F: 3 clusters Score -2.847136e+07 nChanged 5625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114774 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -28475468.000000 Penalty: 14401.259766
	Iteration 11Q: 3 clusters Score -2.847547e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118525 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -28478100.000000 Penalty: 14401.259766
	Iteration 12Q: 3 clusters Score -2.84781e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120958 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -28479646.000000 Penalty: 14401.259766
	Iteration 13Q: 3 clusters Score -2.847965e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122456 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -28480712.000000 Penalty: 14401.259766
	Iteration 14Q: 3 clusters Score -2.848071e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123430 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -28481150.000000 Penalty: 14401.259766
	Iteration 15Q: 3 clusters Score -2.848115e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124055 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -28481554.000000 Penalty: 14401.259766
	Iteration 16Q: 3 clusters Score -2.848155e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124492 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -28481760.000000 Penalty: 14401.259766
	Iteration 17Q: 3 clusters Score -2.848176e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124799 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -28481946.000000 Penalty: 14401.259766
	Iteration 18Q: 3 clusters Score -2.848195e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125039 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -28482050.000000 Penalty: 14401.259766
	Iteration 19Q: 3 clusters Score -2.848205e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125218 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -28482180.000000 Penalty: 14401.259766
	Iteration 20F: 3 clusters Score -2.848218e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125356 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -28482222.000000 Penalty: 14401.259766
	Iteration 21Q: 3 clusters Score -2.848222e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125452 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -28482304.000000 Penalty: 14401.259766
	Iteration 22Q: 3 clusters Score -2.84823e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125545 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -28482346.000000 Penalty: 14401.259766
	Iteration 23Q: 3 clusters Score -2.848235e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125617 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -28482340.000000 Penalty: 14401.259766
	Iteration 24Q: 3 clusters Score -2.848234e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125687 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -28482384.000000 Penalty: 14401.259766
	Iteration 25Q: 3 clusters Score -2.848238e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125748 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -28482470.000000 Penalty: 14401.259766
	Iteration 26Q: 3 clusters Score -2.848247e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125792 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -28482520.000000 Penalty: 14401.259766
	Iteration 27Q: 3 clusters Score -2.848252e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125831 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -28482586.000000 Penalty: 14401.259766
	Iteration 28Q: 3 clusters Score -2.848259e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125850 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -28482588.000000 Penalty: 14401.259766
	Iteration 29Q: 3 clusters Score -2.848259e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125869 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -28482620.000000 Penalty: 14401.259766
	Iteration 30Q: 3 clusters Score -2.848262e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125889 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -28482658.000000 Penalty: 14401.259766
	Iteration 31Q: 3 clusters Score -2.848266e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125913 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -28482706.000000 Penalty: 14401.259766
	Iteration 32Q: 3 clusters Score -2.848271e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125925 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -28482688.000000 Penalty: 14401.259766
	Iteration 33Q: 3 clusters Score -2.848269e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125936 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -28482676.000000 Penalty: 14401.259766
	Iteration 34Q: 3 clusters Score -2.848268e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125947 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -28482690.000000 Penalty: 14401.259766
	Iteration 35Q: 3 clusters Score -2.848269e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125956 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -28482702.000000 Penalty: 14401.259766
	Iteration 36Q: 3 clusters Score -2.84827e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125966 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -28482692.000000 Penalty: 14401.259766
	Iteration 37Q: 3 clusters Score -2.848269e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125974 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -28482718.000000 Penalty: 14401.259766
	Iteration 38Q: 3 clusters Score -2.848272e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125981 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -28482730.000000 Penalty: 14401.259766
	Iteration 39Q: 3 clusters Score -2.848273e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125988 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -28482732.000000 Penalty: 14401.259766
	Iteration 40F: 3 clusters Score -2.848273e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125996 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -28482754.000000 Penalty: 14401.259766
	Iteration 41Q: 3 clusters Score -2.848275e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126002 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -28482724.000000 Penalty: 14401.259766
	Iteration 42Q: 3 clusters Score -2.848272e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126010 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -28482748.000000 Penalty: 14401.259766
	Iteration 43Q: 3 clusters Score -2.848275e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126013 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -28482730.000000 Penalty: 14401.259766
	Iteration 44Q: 3 clusters Score -2.848273e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126017 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -28482732.000000 Penalty: 14401.259766
	Iteration 45Q: 3 clusters Score -2.848273e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126023 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -28482744.000000 Penalty: 14401.259766
	Iteration 46Q: 3 clusters Score -2.848274e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126030 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -28482760.000000 Penalty: 14401.259766
	Iteration 47Q: 3 clusters Score -2.848276e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126031 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -28482768.000000 Penalty: 14401.259766
	Iteration 48Q: 3 clusters Score -2.848277e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126036 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -28482778.000000 Penalty: 14401.259766
	Iteration 49Q: 3 clusters Score -2.848278e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126042 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -28482774.000000 Penalty: 14401.259766
	Iteration 50Q: 3 clusters Score -2.848277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126044 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -28482766.000000 Penalty: 14401.259766
	Iteration 51Q: 3 clusters Score -2.848277e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126045 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -28482764.000000 Penalty: 14401.259766
	Iteration 52Q: 3 clusters Score -2.848276e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126049 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -28482770.000000 Penalty: 14401.259766
	Iteration 53Q: 3 clusters Score -2.848277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126049 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -28482760.000000 Penalty: 14401.259766
	Iteration 54Q: 3 clusters Score -2.848276e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126049 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -28482760.000000 Penalty: 14401.259766
	Iteration 55F: 3 clusters Score -2.848276e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Entering Unmasked Estep 
Score: -3836812.750000 Penalty: 5971.080566
	Iteration 0F: 2 clusters Score -3836813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -3822109.000000 Penalty: 11942.161133
	Iteration 0F: 3 clusters Score -3822109 nChanged 6800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -3825716.000000 Penalty: 11942.161133
	Iteration 1F: 3 clusters Score -3825716 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -3826297.750000 Penalty: 11942.161133
	Iteration 2F: 3 clusters Score -3826298 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -3826712.750000 Penalty: 11942.161133
	Iteration 3F: 3 clusters Score -3826713 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -3827052.500000 Penalty: 11942.161133
	Iteration 4Q: 3 clusters Score -3827052 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -3827355.250000 Penalty: 11942.161133
	Iteration 5Q: 3 clusters Score -3827355 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -3827640.750000 Penalty: 11942.161133
	Iteration 6Q: 3 clusters Score -3827641 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -3827939.000000 Penalty: 11942.161133
	Iteration 7Q: 3 clusters Score -3827939 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -3828255.500000 Penalty: 11942.161133
	Iteration 8Q: 3 clusters Score -3828256 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -3828569.250000 Penalty: 11942.161133
	Iteration 9Q: 3 clusters Score -3828569 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -3828919.750000 Penalty: 11942.161133
	Iteration 10Q: 3 clusters Score -3828920 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -3829297.250000 Penalty: 11942.161133
	Iteration 11Q: 3 clusters Score -3829297 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -3829797.250000 Penalty: 11942.161133
	Iteration 12Q: 3 clusters Score -3829797 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -3830446.750000 Penalty: 11942.161133
	Iteration 13Q: 3 clusters Score -3830447 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -3831422.750000 Penalty: 11942.161133
	Iteration 14Q: 3 clusters Score -3831423 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -3832975.000000 Penalty: 11942.161133
	Iteration 15F: 3 clusters Score -3832975 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -3834889.750000 Penalty: 11942.161133
	Iteration 16F: 3 clusters Score -3834890 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -3836108.000000 Penalty: 11942.161133
	Iteration 17Q: 3 clusters Score -3836108 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -3836353.000000 Penalty: 11942.161133
	Iteration 18Q: 3 clusters Score -3836353 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -3836389.000000 Penalty: 11942.161133
	Iteration 19Q: 3 clusters Score -3836389 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -3836391.500000 Penalty: 11942.161133
	Iteration 20F: 3 clusters Score -3836392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -3836394.500000 Penalty: 11942.161133
	Iteration 21Q: 3 clusters Score -3836394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -3836400.250000 Penalty: 11942.161133
	Iteration 22Q: 3 clusters Score -3836400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -3836394.250000 Penalty: 11942.161133
	Iteration 23Q: 3 clusters Score -3836394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -3836398.000000 Penalty: 11942.161133
	Iteration 24Q: 3 clusters Score -3836398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -3836399.500000 Penalty: 11942.161133
	Iteration 25Q: 3 clusters Score -3836400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -3836401.000000 Penalty: 11942.161133
	Iteration 26Q: 3 clusters Score -3836401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -3836401.000000 Penalty: 11942.161133
	Iteration 27F: 3 clusters Score -3836401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Entering Unmasked Estep 
Score: -255599.828125 Penalty: 4386.018066
	Iteration 0F: 2 clusters Score -255599.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -251367.703125 Penalty: 8772.036133
	Iteration 0F: 3 clusters Score -251367.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -251851.109375 Penalty: 8772.036133
	Iteration 1F: 3 clusters Score -251851.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -252061.500000 Penalty: 8772.036133
	Iteration 2F: 3 clusters Score -252061.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -252209.406250 Penalty: 8772.036133
	Iteration 3Q: 3 clusters Score -252209.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -252347.781250 Penalty: 8772.036133
	Iteration 4Q: 3 clusters Score -252347.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -252460.875000 Penalty: 8772.036133
	Iteration 5Q: 3 clusters Score -252460.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -252546.750000 Penalty: 8772.036133
	Iteration 6Q: 3 clusters Score -252546.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -252609.859375 Penalty: 8772.036133
	Iteration 7Q: 3 clusters Score -252609.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -252642.546875 Penalty: 8772.036133
	Iteration 8Q: 3 clusters Score -252642.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -252667.546875 Penalty: 8772.036133
	Iteration 9Q: 3 clusters Score -252667.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -252684.343750 Penalty: 8772.036133
	Iteration 10Q: 3 clusters Score -252684.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -252692.125000 Penalty: 8772.036133
	Iteration 11Q: 3 clusters Score -252692.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -252694.046875 Penalty: 8772.036133
	Iteration 12Q: 3 clusters Score -252694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -252696.625000 Penalty: 8772.036133
	Iteration 13Q: 3 clusters Score -252696.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -252701.046875 Penalty: 8772.036133
	Iteration 14Q: 3 clusters Score -252701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -252704.468750 Penalty: 8772.036133
	Iteration 15Q: 3 clusters Score -252704.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -252707.671875 Penalty: 8772.036133
	Iteration 16Q: 3 clusters Score -252707.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -252707.671875 Penalty: 8772.036133
	Iteration 17F: 3 clusters Score -252707.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (22214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Entering Unmasked Estep 
Score: -4759203.500000 Penalty: 6130.192871
	Iteration 0F: 2 clusters Score -4759204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -4741463.000000 Penalty: 12260.385742
	Iteration 0F: 3 clusters Score -4741463 nChanged 9044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -4746785.500000 Penalty: 12260.385742
	Iteration 1F: 3 clusters Score -4746786 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -4747925.000000 Penalty: 12260.385742
	Iteration 2F: 3 clusters Score -4747925 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -4749167.000000 Penalty: 12260.385742
	Iteration 3F: 3 clusters Score -4749167 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -4750410.500000 Penalty: 12260.385742
	Iteration 4F: 3 clusters Score -4750410 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -4751627.500000 Penalty: 12260.385742
	Iteration 5F: 3 clusters Score -4751628 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -4752867.000000 Penalty: 12260.385742
	Iteration 6F: 3 clusters Score -4752867 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -4753950.500000 Penalty: 12260.385742
	Iteration 7F: 3 clusters Score -4753950 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -4754708.000000 Penalty: 12260.385742
	Iteration 8Q: 3 clusters Score -4754708 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -4755205.000000 Penalty: 12260.385742
	Iteration 9Q: 3 clusters Score -4755205 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -4755537.500000 Penalty: 12260.385742
	Iteration 10Q: 3 clusters Score -4755538 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -4755782.000000 Penalty: 12260.385742
	Iteration 11Q: 3 clusters Score -4755782 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -4755947.000000 Penalty: 12260.385742
	Iteration 12Q: 3 clusters Score -4755947 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -4756087.500000 Penalty: 12260.385742
	Iteration 13Q: 3 clusters Score -4756088 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -4756180.500000 Penalty: 12260.385742
	Iteration 14Q: 3 clusters Score -4756180 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -4756241.000000 Penalty: 12260.385742
	Iteration 15Q: 3 clusters Score -4756241 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -4756301.500000 Penalty: 12260.385742
	Iteration 16Q: 3 clusters Score -4756302 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -4756323.000000 Penalty: 12260.385742
	Iteration 17Q: 3 clusters Score -4756323 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -4756352.500000 Penalty: 12260.385742
	Iteration 18Q: 3 clusters Score -4756352 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -4756391.000000 Penalty: 12260.385742
	Iteration 19Q: 3 clusters Score -4756391 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -4756417.500000 Penalty: 12260.385742
	Iteration 20F: 3 clusters Score -4756418 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -4756435.000000 Penalty: 12260.385742
	Iteration 21Q: 3 clusters Score -4756435 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -4756465.500000 Penalty: 12260.385742
	Iteration 22Q: 3 clusters Score -4756466 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -4756492.500000 Penalty: 12260.385742
	Iteration 23Q: 3 clusters Score -4756492 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -4756530.000000 Penalty: 12260.385742
	Iteration 24Q: 3 clusters Score -4756530 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -4756548.000000 Penalty: 12260.385742
	Iteration 25Q: 3 clusters Score -4756548 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -4756566.500000 Penalty: 12260.385742
	Iteration 26Q: 3 clusters Score -4756566 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -4756574.500000 Penalty: 12260.385742
	Iteration 27Q: 3 clusters Score -4756574 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -4756577.000000 Penalty: 12260.385742
	Iteration 28Q: 3 clusters Score -4756577 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -4756588.000000 Penalty: 12260.385742
	Iteration 29Q: 3 clusters Score -4756588 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -4756608.000000 Penalty: 12260.385742
	Iteration 30Q: 3 clusters Score -4756608 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -4756616.000000 Penalty: 12260.385742
	Iteration 31Q: 3 clusters Score -4756616 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -4756635.000000 Penalty: 12260.385742
	Iteration 32Q: 3 clusters Score -4756635 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -4756639.000000 Penalty: 12260.385742
	Iteration 33Q: 3 clusters Score -4756639 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -4756635.000000 Penalty: 12260.385742
	Iteration 34Q: 3 clusters Score -4756635 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -4756654.000000 Penalty: 12260.385742
	Iteration 35Q: 3 clusters Score -4756654 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -4756666.500000 Penalty: 12260.385742
	Iteration 36Q: 3 clusters Score -4756666 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -4756666.500000 Penalty: 12260.385742
	Iteration 37Q: 3 clusters Score -4756666 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -4756681.000000 Penalty: 12260.385742
	Iteration 38Q: 3 clusters Score -4756681 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -4756691.000000 Penalty: 12260.385742
	Iteration 39Q: 3 clusters Score -4756691 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -4756699.000000 Penalty: 12260.385742
	Iteration 40F: 3 clusters Score -4756699 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -4756697.500000 Penalty: 12260.385742
	Iteration 41Q: 3 clusters Score -4756698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -4756702.000000 Penalty: 12260.385742
	Iteration 42Q: 3 clusters Score -4756702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -4756714.000000 Penalty: 12260.385742
	Iteration 43Q: 3 clusters Score -4756714 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -4756707.000000 Penalty: 12260.385742
	Iteration 44Q: 3 clusters Score -4756707 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -4756702.500000 Penalty: 12260.385742
	Iteration 45Q: 3 clusters Score -4756702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -4756720.000000 Penalty: 12260.385742
	Iteration 46Q: 3 clusters Score -4756720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -4756711.500000 Penalty: 12260.385742
	Iteration 47Q: 3 clusters Score -4756712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -4756715.000000 Penalty: 12260.385742
	Iteration 48Q: 3 clusters Score -4756715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -4756717.000000 Penalty: 12260.385742
	Iteration 49Q: 3 clusters Score -4756717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -4756714.500000 Penalty: 12260.385742
	Iteration 50Q: 3 clusters Score -4756714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -4756720.000000 Penalty: 12260.385742
	Iteration 51Q: 3 clusters Score -4756720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -4756720.000000 Penalty: 12260.385742
	Iteration 52Q: 3 clusters Score -4756720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -4756726.000000 Penalty: 12260.385742
	Iteration 53Q: 3 clusters Score -4756726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -4756717.500000 Penalty: 12260.385742
	Iteration 54Q: 3 clusters Score -4756718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -4756717.500000 Penalty: 12260.385742
	Iteration 55Q: 3 clusters Score -4756718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -4756717.500000 Penalty: 12260.385742
	Iteration 56F: 3 clusters Score -4756718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (54893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54893 members 
Entering Unmasked Estep 
Score: -12273310.000000 Penalty: 6684.298828
	Iteration 0F: 2 clusters Score -1.227331e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27338 members 
Mstep: Class 2 contains 27555 members 
Entering Unmasked Estep 
Score: -12234387.000000 Penalty: 13368.597656
	Iteration 0F: 3 clusters Score -1.223439e+07 nChanged 24360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26674 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -12247445.000000 Penalty: 13368.597656
	Iteration 1F: 3 clusters Score -1.224744e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -12248441.000000 Penalty: 13368.597656
	Iteration 2F: 3 clusters Score -1.224844e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 29200 members 
Entering Unmasked Estep 
Score: -12249257.000000 Penalty: 13368.597656
	Iteration 3Q: 3 clusters Score -1.224926e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 29895 members 
Entering Unmasked Estep 
Score: -12250139.000000 Penalty: 13368.597656
	Iteration 4Q: 3 clusters Score -1.225014e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 30696 members 
Entering Unmasked Estep 
Score: -12251200.000000 Penalty: 13368.597656
	Iteration 5Q: 3 clusters Score -1.22512e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 31618 members 
Entering Unmasked Estep 
Score: -12252393.000000 Penalty: 13368.597656
	Iteration 6Q: 3 clusters Score -1.225239e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 32702 members 
Entering Unmasked Estep 
Score: -12253646.000000 Penalty: 13368.597656
	Iteration 7Q: 3 clusters Score -1.225365e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 33964 members 
Entering Unmasked Estep 
Score: -12255399.000000 Penalty: 13368.597656
	Iteration 8Q: 3 clusters Score -1.22554e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 35284 members 
Entering Unmasked Estep 
Score: -12257293.000000 Penalty: 13368.597656
	Iteration 9Q: 3 clusters Score -1.225729e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 36614 members 
Entering Unmasked Estep 
Score: -12259236.000000 Penalty: 13368.597656
	Iteration 10F: 3 clusters Score -1.225924e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 37883 members 
Entering Unmasked Estep 
Score: -12261352.000000 Penalty: 13368.597656
	Iteration 11Q: 3 clusters Score -1.226135e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 38984 members 
Entering Unmasked Estep 
Score: -12263216.000000 Penalty: 13368.597656
	Iteration 12Q: 3 clusters Score -1.226322e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 39903 members 
Entering Unmasked Estep 
Score: -12264745.000000 Penalty: 13368.597656
	Iteration 13Q: 3 clusters Score -1.226474e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 40668 members 
Entering Unmasked Estep 
Score: -12265793.000000 Penalty: 13368.597656
	Iteration 14Q: 3 clusters Score -1.226579e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 41230 members 
Entering Unmasked Estep 
Score: -12266385.000000 Penalty: 13368.597656
	Iteration 15Q: 3 clusters Score -1.226638e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 41666 members 
Entering Unmasked Estep 
Score: -12266775.000000 Penalty: 13368.597656
	Iteration 16Q: 3 clusters Score -1.226678e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 42041 members 
Entering Unmasked Estep 
Score: -12267071.000000 Penalty: 13368.597656
	Iteration 17Q: 3 clusters Score -1.226707e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 42401 members 
Entering Unmasked Estep 
Score: -12267293.000000 Penalty: 13368.597656
	Iteration 18Q: 3 clusters Score -1.226729e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 42746 members 
Entering Unmasked Estep 
Score: -12267484.000000 Penalty: 13368.597656
	Iteration 19Q: 3 clusters Score -1.226748e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 43087 members 
Entering Unmasked Estep 
Score: -12267576.000000 Penalty: 13368.597656
	Iteration 20F: 3 clusters Score -1.226758e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 43394 members 
Entering Unmasked Estep 
Score: -12267760.000000 Penalty: 13368.597656
	Iteration 21Q: 3 clusters Score -1.226776e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 43683 members 
Entering Unmasked Estep 
Score: -12267840.000000 Penalty: 13368.597656
	Iteration 22Q: 3 clusters Score -1.226784e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 43946 members 
Entering Unmasked Estep 
Score: -12267895.000000 Penalty: 13368.597656
	Iteration 23Q: 3 clusters Score -1.22679e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 44161 members 
Entering Unmasked Estep 
Score: -12268004.000000 Penalty: 13368.597656
	Iteration 24Q: 3 clusters Score -1.2268e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 44348 members 
Entering Unmasked Estep 
Score: -12268115.000000 Penalty: 13368.597656
	Iteration 25Q: 3 clusters Score -1.226812e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 44569 members 
Entering Unmasked Estep 
Score: -12268243.000000 Penalty: 13368.597656
	Iteration 26Q: 3 clusters Score -1.226824e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 44824 members 
Entering Unmasked Estep 
Score: -12268442.000000 Penalty: 13368.597656
	Iteration 27Q: 3 clusters Score -1.226844e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 45115 members 
Entering Unmasked Estep 
Score: -12268730.000000 Penalty: 13368.597656
	Iteration 28Q: 3 clusters Score -1.226873e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 45428 members 
Entering Unmasked Estep 
Score: -12268967.000000 Penalty: 13368.597656
	Iteration 29Q: 3 clusters Score -1.226897e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 45709 members 
Entering Unmasked Estep 
Score: -12269206.000000 Penalty: 13368.597656
	Iteration 30Q: 3 clusters Score -1.226921e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 45958 members 
Entering Unmasked Estep 
Score: -12269358.000000 Penalty: 13368.597656
	Iteration 31Q: 3 clusters Score -1.226936e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 46188 members 
Entering Unmasked Estep 
Score: -12269512.000000 Penalty: 13368.597656
	Iteration 32Q: 3 clusters Score -1.226951e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 46376 members 
Entering Unmasked Estep 
Score: -12269624.000000 Penalty: 13368.597656
	Iteration 33Q: 3 clusters Score -1.226962e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 46535 members 
Entering Unmasked Estep 
Score: -12269674.000000 Penalty: 13368.597656
	Iteration 34Q: 3 clusters Score -1.226967e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 46637 members 
Entering Unmasked Estep 
Score: -12269685.000000 Penalty: 13368.597656
	Iteration 35Q: 3 clusters Score -1.226968e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 46740 members 
Entering Unmasked Estep 
Score: -12269716.000000 Penalty: 13368.597656
	Iteration 36Q: 3 clusters Score -1.226972e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 46817 members 
Entering Unmasked Estep 
Score: -12269727.000000 Penalty: 13368.597656
	Iteration 37Q: 3 clusters Score -1.226973e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 46877 members 
Entering Unmasked Estep 
Score: -12269735.000000 Penalty: 13368.597656
	Iteration 38Q: 3 clusters Score -1.226974e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 46925 members 
Entering Unmasked Estep 
Score: -12269742.000000 Penalty: 13368.597656
	Iteration 39Q: 3 clusters Score -1.226974e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 46957 members 
Entering Unmasked Estep 
Score: -12269744.000000 Penalty: 13368.597656
	Iteration 40F: 3 clusters Score -1.226974e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 46993 members 
Entering Unmasked Estep 
Score: -12269735.000000 Penalty: 13368.597656
	Iteration 41Q: 3 clusters Score -1.226974e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 47022 members 
Entering Unmasked Estep 
Score: -12269741.000000 Penalty: 13368.597656
	Iteration 42Q: 3 clusters Score -1.226974e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 47047 members 
Entering Unmasked Estep 
Score: -12269764.000000 Penalty: 13368.597656
	Iteration 43Q: 3 clusters Score -1.226976e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 47078 members 
Entering Unmasked Estep 
Score: -12269757.000000 Penalty: 13368.597656
	Iteration 44Q: 3 clusters Score -1.226976e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 47104 members 
Entering Unmasked Estep 
Score: -12269784.000000 Penalty: 13368.597656
	Iteration 45Q: 3 clusters Score -1.226978e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 47123 members 
Entering Unmasked Estep 
Score: -12269778.000000 Penalty: 13368.597656
	Iteration 46Q: 3 clusters Score -1.226978e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 47139 members 
Entering Unmasked Estep 
Score: -12269764.000000 Penalty: 13368.597656
	Iteration 47Q: 3 clusters Score -1.226976e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 47159 members 
Entering Unmasked Estep 
Score: -12269776.000000 Penalty: 13368.597656
	Iteration 48Q: 3 clusters Score -1.226978e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 47181 members 
Entering Unmasked Estep 
Score: -12269764.000000 Penalty: 13368.597656
	Iteration 49Q: 3 clusters Score -1.226976e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 47198 members 
Entering Unmasked Estep 
Score: -12269771.000000 Penalty: 13368.597656
	Iteration 50Q: 3 clusters Score -1.226977e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 47212 members 
Entering Unmasked Estep 
Score: -12269775.000000 Penalty: 13368.597656
	Iteration 51Q: 3 clusters Score -1.226978e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 47227 members 
Entering Unmasked Estep 
Score: -12269774.000000 Penalty: 13368.597656
	Iteration 52Q: 3 clusters Score -1.226977e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 47243 members 
Entering Unmasked Estep 
Score: -12269774.000000 Penalty: 13368.597656
	Iteration 53Q: 3 clusters Score -1.226977e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 47253 members 
Entering Unmasked Estep 
Score: -12269782.000000 Penalty: 13368.597656
	Iteration 54Q: 3 clusters Score -1.226978e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 47272 members 
Entering Unmasked Estep 
Score: -12269792.000000 Penalty: 13368.597656
	Iteration 55Q: 3 clusters Score -1.226979e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 47286 members 
Entering Unmasked Estep 
Score: -12269787.000000 Penalty: 13368.597656
	Iteration 56Q: 3 clusters Score -1.226979e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 47290 members 
Entering Unmasked Estep 
Score: -12269783.000000 Penalty: 13368.597656
	Iteration 57Q: 3 clusters Score -1.226978e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 47295 members 
Entering Unmasked Estep 
Score: -12269799.000000 Penalty: 13368.597656
	Iteration 58Q: 3 clusters Score -1.22698e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 47298 members 
Entering Unmasked Estep 
Score: -12269790.000000 Penalty: 13368.597656
	Iteration 59Q: 3 clusters Score -1.226979e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 47307 members 
Entering Unmasked Estep 
Score: -12269798.000000 Penalty: 13368.597656
	Iteration 60F: 3 clusters Score -1.22698e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 47315 members 
Entering Unmasked Estep 
Score: -12269809.000000 Penalty: 13368.597656
	Iteration 61Q: 3 clusters Score -1.226981e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 47323 members 
Entering Unmasked Estep 
Score: -12269809.000000 Penalty: 13368.597656
	Iteration 62Q: 3 clusters Score -1.226981e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 47328 members 
Entering Unmasked Estep 
Score: -12269811.000000 Penalty: 13368.597656
	Iteration 63Q: 3 clusters Score -1.226981e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 47330 members 
Entering Unmasked Estep 
Score: -12269820.000000 Penalty: 13368.597656
	Iteration 64Q: 3 clusters Score -1.226982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 47332 members 
Entering Unmasked Estep 
Score: -12269809.000000 Penalty: 13368.597656
	Iteration 65Q: 3 clusters Score -1.226981e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 47332 members 
Entering Unmasked Estep 
Score: -12269809.000000 Penalty: 13368.597656
	Iteration 66F: 3 clusters Score -1.226981e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (18153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Entering Unmasked Estep 
Score: -3925683.250000 Penalty: 6006.537109
	Iteration 0F: 2 clusters Score -3925683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -3910255.750000 Penalty: 12013.074219
	Iteration 0F: 3 clusters Score -3910256 nChanged 7370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -3914285.000000 Penalty: 12013.074219
	Iteration 1F: 3 clusters Score -3914285 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -3914980.750000 Penalty: 12013.074219
	Iteration 2F: 3 clusters Score -3914981 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -3915549.250000 Penalty: 12013.074219
	Iteration 3F: 3 clusters Score -3915549 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -3916096.000000 Penalty: 12013.074219
	Iteration 4Q: 3 clusters Score -3916096 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -3916739.250000 Penalty: 12013.074219
	Iteration 5Q: 3 clusters Score -3916739 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -3917486.750000 Penalty: 12013.074219
	Iteration 6Q: 3 clusters Score -3917487 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -3918290.750000 Penalty: 12013.074219
	Iteration 7F: 3 clusters Score -3918291 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -3919030.750000 Penalty: 12013.074219
	Iteration 8F: 3 clusters Score -3919031 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -3919621.750000 Penalty: 12013.074219
	Iteration 9Q: 3 clusters Score -3919622 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -3920115.500000 Penalty: 12013.074219
	Iteration 10Q: 3 clusters Score -3920116 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -3920499.250000 Penalty: 12013.074219
	Iteration 11Q: 3 clusters Score -3920499 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -3920769.250000 Penalty: 12013.074219
	Iteration 12Q: 3 clusters Score -3920769 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -3920930.000000 Penalty: 12013.074219
	Iteration 13Q: 3 clusters Score -3920930 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -3921044.000000 Penalty: 12013.074219
	Iteration 14Q: 3 clusters Score -3921044 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -3921128.500000 Penalty: 12013.074219
	Iteration 15Q: 3 clusters Score -3921128 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -3921180.000000 Penalty: 12013.074219
	Iteration 16Q: 3 clusters Score -3921180 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -3921207.750000 Penalty: 12013.074219
	Iteration 17Q: 3 clusters Score -3921208 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -3921241.000000 Penalty: 12013.074219
	Iteration 18Q: 3 clusters Score -3921241 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -3921256.750000 Penalty: 12013.074219
	Iteration 19Q: 3 clusters Score -3921257 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -3921261.250000 Penalty: 12013.074219
	Iteration 20F: 3 clusters Score -3921261 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -3921274.000000 Penalty: 12013.074219
	Iteration 21Q: 3 clusters Score -3921274 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -3921296.500000 Penalty: 12013.074219
	Iteration 22Q: 3 clusters Score -3921296 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -3921296.000000 Penalty: 12013.074219
	Iteration 23Q: 3 clusters Score -3921296 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -3921301.750000 Penalty: 12013.074219
	Iteration 24Q: 3 clusters Score -3921302 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -3921306.500000 Penalty: 12013.074219
	Iteration 25Q: 3 clusters Score -3921306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -3921307.250000 Penalty: 12013.074219
	Iteration 26Q: 3 clusters Score -3921307 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -3921302.000000 Penalty: 12013.074219
	Iteration 27Q: 3 clusters Score -3921302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -3921306.750000 Penalty: 12013.074219
	Iteration 28Q: 3 clusters Score -3921307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -3921300.500000 Penalty: 12013.074219
	Iteration 29Q: 3 clusters Score -3921300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -3921307.000000 Penalty: 12013.074219
	Iteration 30Q: 3 clusters Score -3921307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -3921312.500000 Penalty: 12013.074219
	Iteration 31Q: 3 clusters Score -3921312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -3921315.750000 Penalty: 12013.074219
	Iteration 32Q: 3 clusters Score -3921316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -3921316.750000 Penalty: 12013.074219
	Iteration 33Q: 3 clusters Score -3921317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -3921314.750000 Penalty: 12013.074219
	Iteration 34Q: 3 clusters Score -3921315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -3921314.750000 Penalty: 12013.074219
	Iteration 35F: 3 clusters Score -3921315 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -252525.609375 Penalty: 4326.117188
	Iteration 0F: 2 clusters Score -252525.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -248243.156250 Penalty: 8652.234375
	Iteration 0F: 3 clusters Score -248243.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -248598.968750 Penalty: 8652.234375
	Iteration 1F: 3 clusters Score -248599 nChanged 48
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: -248717.546875 Penalty: 8652.234375
	Iteration 2Q: 3 clusters Score -248717.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -248769.812500 Penalty: 8652.234375
	Iteration 3Q: 3 clusters Score -248769.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -248802.328125 Penalty: 8652.234375
	Iteration 4Q: 3 clusters Score -248802.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -248815.859375 Penalty: 8652.234375
	Iteration 5Q: 3 clusters Score -248815.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -248825.500000 Penalty: 8652.234375
	Iteration 6Q: 3 clusters Score -248825.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -248832.718750 Penalty: 8652.234375
	Iteration 7Q: 3 clusters Score -248832.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -248834.296875 Penalty: 8652.234375
	Iteration 8Q: 3 clusters Score -248834.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -248834.296875 Penalty: 8652.234375
	Iteration 9F: 3 clusters Score -248834.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (63992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63992 members 
Entering Unmasked Estep 
Score: -14445936.000000 Penalty: 6778.239258
	Iteration 0F: 2 clusters Score -1.444594e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32212 members 
Mstep: Class 2 contains 31780 members 
Entering Unmasked Estep 
Score: -14401223.000000 Penalty: 13556.478516
	Iteration 0F: 3 clusters Score -1.440122e+07 nChanged 28455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33411 members 
Mstep: Class 2 contains 30581 members 
Entering Unmasked Estep 
Score: -14416548.000000 Penalty: 13556.478516
	Iteration 1F: 3 clusters Score -1.441655e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 29819 members 
Entering Unmasked Estep 
Score: -14417634.000000 Penalty: 13556.478516
	Iteration 2Q: 3 clusters Score -1.441763e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35179 members 
Mstep: Class 2 contains 28813 members 
Entering Unmasked Estep 
Score: -14418599.000000 Penalty: 13556.478516
	Iteration 3Q: 3 clusters Score -1.44186e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36550 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -14419537.000000 Penalty: 13556.478516
	Iteration 4Q: 3 clusters Score -1.441954e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38296 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -14420747.000000 Penalty: 13556.478516
	Iteration 5Q: 3 clusters Score -1.442075e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40536 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -14422005.000000 Penalty: 13556.478516
	Iteration 6Q: 3 clusters Score -1.4422e+07 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43390 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -14423700.000000 Penalty: 13556.478516
	Iteration 7Q: 3 clusters Score -1.44237e+07 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46871 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -14425937.000000 Penalty: 13556.478516
	Iteration 8F: 3 clusters Score -1.442594e+07 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50923 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -14429019.000000 Penalty: 13556.478516
	Iteration 9F: 3 clusters Score -1.442902e+07 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55057 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -14432539.000000 Penalty: 13556.478516
	Iteration 10F: 3 clusters Score -1.443254e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58458 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -14435492.000000 Penalty: 13556.478516
	Iteration 11F: 3 clusters Score -1.443549e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60748 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -14437572.000000 Penalty: 13556.478516
	Iteration 12Q: 3 clusters Score -1.443757e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62016 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -14438731.000000 Penalty: 13556.478516
	Iteration 13Q: 3 clusters Score -1.443873e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62618 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -14439284.000000 Penalty: 13556.478516
	Iteration 14Q: 3 clusters Score -1.443928e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62890 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -14439570.000000 Penalty: 13556.478516
	Iteration 15Q: 3 clusters Score -1.443957e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63021 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -14439749.000000 Penalty: 13556.478516
	Iteration 16Q: 3 clusters Score -1.443975e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63114 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -14439852.000000 Penalty: 13556.478516
	Iteration 17Q: 3 clusters Score -1.443985e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63160 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -14439905.000000 Penalty: 13556.478516
	Iteration 18Q: 3 clusters Score -1.44399e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63191 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -14439956.000000 Penalty: 13556.478516
	Iteration 19Q: 3 clusters Score -1.443996e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63215 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -14439997.000000 Penalty: 13556.478516
	Iteration 20F: 3 clusters Score -1.444e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63233 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -14440037.000000 Penalty: 13556.478516
	Iteration 21Q: 3 clusters Score -1.444004e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63245 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -14440057.000000 Penalty: 13556.478516
	Iteration 22Q: 3 clusters Score -1.444006e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63252 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -14440072.000000 Penalty: 13556.478516
	Iteration 23Q: 3 clusters Score -1.444007e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63259 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -14440083.000000 Penalty: 13556.478516
	Iteration 24Q: 3 clusters Score -1.444008e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63267 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -14440100.000000 Penalty: 13556.478516
	Iteration 25Q: 3 clusters Score -1.44401e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63273 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -14440095.000000 Penalty: 13556.478516
	Iteration 26Q: 3 clusters Score -1.44401e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63285 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -14440122.000000 Penalty: 13556.478516
	Iteration 27Q: 3 clusters Score -1.444012e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63291 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -14440135.000000 Penalty: 13556.478516
	Iteration 28Q: 3 clusters Score -1.444014e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63296 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -14440132.000000 Penalty: 13556.478516
	Iteration 29Q: 3 clusters Score -1.444013e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63299 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -14440141.000000 Penalty: 13556.478516
	Iteration 30Q: 3 clusters Score -1.444014e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63301 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -14440153.000000 Penalty: 13556.478516
	Iteration 31Q: 3 clusters Score -1.444015e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63303 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -14440152.000000 Penalty: 13556.478516
	Iteration 32Q: 3 clusters Score -1.444015e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63305 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -14440157.000000 Penalty: 13556.478516
	Iteration 33Q: 3 clusters Score -1.444016e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63307 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -14440171.000000 Penalty: 13556.478516
	Iteration 34Q: 3 clusters Score -1.444017e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63306 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -14440179.000000 Penalty: 13556.478516
	Iteration 35Q: 3 clusters Score -1.444018e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63305 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -14440173.000000 Penalty: 13556.478516
	Iteration 36Q: 3 clusters Score -1.444017e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63306 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -14440177.000000 Penalty: 13556.478516
	Iteration 37Q: 3 clusters Score -1.444018e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63306 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -14440177.000000 Penalty: 13556.478516
	Iteration 38F: 3 clusters Score -1.444018e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Entering Unmasked Estep 
Score: -1280652.875000 Penalty: 5327.124023
	Iteration 0F: 2 clusters Score -1280653 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 2926 members 
Entering Unmasked Estep 
Score: -1272928.875000 Penalty: 10654.248047
	Iteration 0F: 3 clusters Score -1272929 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1274292.500000 Penalty: 10654.248047
	Iteration 1F: 3 clusters Score -1274292 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1274688.625000 Penalty: 10654.248047
	Iteration 2F: 3 clusters Score -1274689 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1274978.750000 Penalty: 10654.248047
	Iteration 3Q: 3 clusters Score -1274979 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1275239.875000 Penalty: 10654.248047
	Iteration 4Q: 3 clusters Score -1275240 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1275540.500000 Penalty: 10654.248047
	Iteration 5Q: 3 clusters Score -1275540 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1275810.000000 Penalty: 10654.248047
	Iteration 6Q: 3 clusters Score -1275810 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1276044.750000 Penalty: 10654.248047
	Iteration 7Q: 3 clusters Score -1276045 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1276286.750000 Penalty: 10654.248047
	Iteration 8Q: 3 clusters Score -1276287 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1276575.875000 Penalty: 10654.248047
	Iteration 9Q: 3 clusters Score -1276576 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1276894.125000 Penalty: 10654.248047
	Iteration 10Q: 3 clusters Score -1276894 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1277220.000000 Penalty: 10654.248047
	Iteration 11Q: 3 clusters Score -1277220 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1277456.375000 Penalty: 10654.248047
	Iteration 12Q: 3 clusters Score -1277456 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1277614.500000 Penalty: 10654.248047
	Iteration 13Q: 3 clusters Score -1277614 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1277747.375000 Penalty: 10654.248047
	Iteration 14Q: 3 clusters Score -1277747 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1277829.500000 Penalty: 10654.248047
	Iteration 15Q: 3 clusters Score -1277830 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1277898.750000 Penalty: 10654.248047
	Iteration 16Q: 3 clusters Score -1277899 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1277945.375000 Penalty: 10654.248047
	Iteration 17Q: 3 clusters Score -1277945 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1277983.625000 Penalty: 10654.248047
	Iteration 18Q: 3 clusters Score -1277984 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1278003.250000 Penalty: 10654.248047
	Iteration 19Q: 3 clusters Score -1278003 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1278023.375000 Penalty: 10654.248047
	Iteration 20F: 3 clusters Score -1278023 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1278030.875000 Penalty: 10654.248047
	Iteration 21Q: 3 clusters Score -1278031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1278038.250000 Penalty: 10654.248047
	Iteration 22Q: 3 clusters Score -1278038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1278041.000000 Penalty: 10654.248047
	Iteration 23Q: 3 clusters Score -1278041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1278046.125000 Penalty: 10654.248047
	Iteration 24Q: 3 clusters Score -1278046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1278048.750000 Penalty: 10654.248047
	Iteration 25Q: 3 clusters Score -1278049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1278050.875000 Penalty: 10654.248047
	Iteration 26Q: 3 clusters Score -1278051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1278052.875000 Penalty: 10654.248047
	Iteration 27Q: 3 clusters Score -1278053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1278055.250000 Penalty: 10654.248047
	Iteration 28Q: 3 clusters Score -1278055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1278056.375000 Penalty: 10654.248047
	Iteration 29Q: 3 clusters Score -1278056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1278059.500000 Penalty: 10654.248047
	Iteration 30Q: 3 clusters Score -1278060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1278059.750000 Penalty: 10654.248047
	Iteration 31Q: 3 clusters Score -1278060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1278061.375000 Penalty: 10654.248047
	Iteration 32Q: 3 clusters Score -1278061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1278062.750000 Penalty: 10654.248047
	Iteration 33Q: 3 clusters Score -1278063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1278063.750000 Penalty: 10654.248047
	Iteration 34Q: 3 clusters Score -1278064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1278063.750000 Penalty: 10654.248047
	Iteration 35F: 3 clusters Score -1278064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (29436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29436 members 
Entering Unmasked Estep 
Score: -6573215.000000 Penalty: 6302.608398
	Iteration 0F: 2 clusters Score -6573215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -6550851.500000 Penalty: 12605.216797
	Iteration 0F: 3 clusters Score -6550852 nChanged 12464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -6557389.500000 Penalty: 12605.216797
	Iteration 1F: 3 clusters Score -6557390 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -6558123.000000 Penalty: 12605.216797
	Iteration 2F: 3 clusters Score -6558123 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -6558698.000000 Penalty: 12605.216797
	Iteration 3Q: 3 clusters Score -6558698 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -6559206.000000 Penalty: 12605.216797
	Iteration 4Q: 3 clusters Score -6559206 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -6559697.000000 Penalty: 12605.216797
	Iteration 5Q: 3 clusters Score -6559697 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -6560205.000000 Penalty: 12605.216797
	Iteration 6Q: 3 clusters Score -6560205 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -6560777.000000 Penalty: 12605.216797
	Iteration 7Q: 3 clusters Score -6560777 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -6561302.000000 Penalty: 12605.216797
	Iteration 8Q: 3 clusters Score -6561302 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -6561796.500000 Penalty: 12605.216797
	Iteration 9Q: 3 clusters Score -6561796 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -6562308.500000 Penalty: 12605.216797
	Iteration 10Q: 3 clusters Score -6562308 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -6562763.500000 Penalty: 12605.216797
	Iteration 11Q: 3 clusters Score -6562764 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -6563208.000000 Penalty: 12605.216797
	Iteration 12Q: 3 clusters Score -6563208 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -6563605.500000 Penalty: 12605.216797
	Iteration 13Q: 3 clusters Score -6563606 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -6564010.000000 Penalty: 12605.216797
	Iteration 14Q: 3 clusters Score -6564010 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -6564425.000000 Penalty: 12605.216797
	Iteration 15Q: 3 clusters Score -6564425 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -6564792.000000 Penalty: 12605.216797
	Iteration 16Q: 3 clusters Score -6564792 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -6565179.000000 Penalty: 12605.216797
	Iteration 17Q: 3 clusters Score -6565179 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -6565594.500000 Penalty: 12605.216797
	Iteration 18Q: 3 clusters Score -6565594 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -6565988.500000 Penalty: 12605.216797
	Iteration 19Q: 3 clusters Score -6565988 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -6566315.000000 Penalty: 12605.216797
	Iteration 20F: 3 clusters Score -6566315 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -6566594.500000 Penalty: 12605.216797
	Iteration 21Q: 3 clusters Score -6566594 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -6566848.500000 Penalty: 12605.216797
	Iteration 22Q: 3 clusters Score -6566848 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -6567044.000000 Penalty: 12605.216797
	Iteration 23Q: 3 clusters Score -6567044 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -6567144.500000 Penalty: 12605.216797
	Iteration 24Q: 3 clusters Score -6567144 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 22935 members 
Entering Unmasked Estep 
Score: -6567261.000000 Penalty: 12605.216797
	Iteration 25Q: 3 clusters Score -6567261 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -6567340.000000 Penalty: 12605.216797
	Iteration 26Q: 3 clusters Score -6567340 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -6567432.500000 Penalty: 12605.216797
	Iteration 27Q: 3 clusters Score -6567432 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -6567491.500000 Penalty: 12605.216797
	Iteration 28Q: 3 clusters Score -6567492 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -6567569.500000 Penalty: 12605.216797
	Iteration 29Q: 3 clusters Score -6567570 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -6567658.500000 Penalty: 12605.216797
	Iteration 30Q: 3 clusters Score -6567658 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -6567711.500000 Penalty: 12605.216797
	Iteration 31Q: 3 clusters Score -6567712 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -6567797.000000 Penalty: 12605.216797
	Iteration 32Q: 3 clusters Score -6567797 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -6567925.500000 Penalty: 12605.216797
	Iteration 33Q: 3 clusters Score -6567926 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -6568045.000000 Penalty: 12605.216797
	Iteration 34Q: 3 clusters Score -6568045 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 24650 members 
Entering Unmasked Estep 
Score: -6568152.000000 Penalty: 12605.216797
	Iteration 35Q: 3 clusters Score -6568152 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 24819 members 
Entering Unmasked Estep 
Score: -6568269.500000 Penalty: 12605.216797
	Iteration 36Q: 3 clusters Score -6568270 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -6568355.000000 Penalty: 12605.216797
	Iteration 37Q: 3 clusters Score -6568355 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -6568420.000000 Penalty: 12605.216797
	Iteration 38Q: 3 clusters Score -6568420 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
Score: -6568458.000000 Penalty: 12605.216797
	Iteration 39Q: 3 clusters Score -6568458 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -6568499.500000 Penalty: 12605.216797
	Iteration 40F: 3 clusters Score -6568500 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 25376 members 
Entering Unmasked Estep 
Score: -6568541.000000 Penalty: 12605.216797
	Iteration 41Q: 3 clusters Score -6568541 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 25438 members 
Entering Unmasked Estep 
Score: -6568556.500000 Penalty: 12605.216797
	Iteration 42Q: 3 clusters Score -6568556 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -6568567.500000 Penalty: 12605.216797
	Iteration 43Q: 3 clusters Score -6568568 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -6568588.000000 Penalty: 12605.216797
	Iteration 44Q: 3 clusters Score -6568588 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
Score: -6568601.000000 Penalty: 12605.216797
	Iteration 45Q: 3 clusters Score -6568601 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -6568594.000000 Penalty: 12605.216797
	Iteration 46Q: 3 clusters Score -6568594 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 25609 members 
Entering Unmasked Estep 
Score: -6568605.000000 Penalty: 12605.216797
	Iteration 47Q: 3 clusters Score -6568605 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -6568616.500000 Penalty: 12605.216797
	Iteration 48Q: 3 clusters Score -6568616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 25640 members 
Entering Unmasked Estep 
Score: -6568610.500000 Penalty: 12605.216797
	Iteration 49Q: 3 clusters Score -6568610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -6568610.500000 Penalty: 12605.216797
	Iteration 50Q: 3 clusters Score -6568610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 25656 members 
Entering Unmasked Estep 
Score: -6568625.500000 Penalty: 12605.216797
	Iteration 51Q: 3 clusters Score -6568626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -6568635.000000 Penalty: 12605.216797
	Iteration 52Q: 3 clusters Score -6568635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 25668 members 
Entering Unmasked Estep 
Score: -6568630.500000 Penalty: 12605.216797
	Iteration 53Q: 3 clusters Score -6568630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -6568632.000000 Penalty: 12605.216797
	Iteration 54Q: 3 clusters Score -6568632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -6568629.000000 Penalty: 12605.216797
	Iteration 55Q: 3 clusters Score -6568629 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -6568649.000000 Penalty: 12605.216797
	Iteration 56Q: 3 clusters Score -6568649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -6568645.500000 Penalty: 12605.216797
	Iteration 57Q: 3 clusters Score -6568646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -6568660.000000 Penalty: 12605.216797
	Iteration 58Q: 3 clusters Score -6568660 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -6568658.000000 Penalty: 12605.216797
	Iteration 59Q: 3 clusters Score -6568658 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -6568665.000000 Penalty: 12605.216797
	Iteration 60F: 3 clusters Score -6568665 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -6568677.000000 Penalty: 12605.216797
	Iteration 61Q: 3 clusters Score -6568677 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -6568683.500000 Penalty: 12605.216797
	Iteration 62Q: 3 clusters Score -6568684 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -6568674.500000 Penalty: 12605.216797
	Iteration 63Q: 3 clusters Score -6568674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -6568692.500000 Penalty: 12605.216797
	Iteration 64Q: 3 clusters Score -6568692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 25850 members 
Entering Unmasked Estep 
Score: -6568692.500000 Penalty: 12605.216797
	Iteration 65Q: 3 clusters Score -6568692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -6568701.500000 Penalty: 12605.216797
	Iteration 66Q: 3 clusters Score -6568702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -6568700.000000 Penalty: 12605.216797
	Iteration 67Q: 3 clusters Score -6568700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 25872 members 
Entering Unmasked Estep 
Score: -6568710.500000 Penalty: 12605.216797
	Iteration 68Q: 3 clusters Score -6568710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 25876 members 
Entering Unmasked Estep 
Score: -6568714.000000 Penalty: 12605.216797
	Iteration 69Q: 3 clusters Score -6568714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 25878 members 
Entering Unmasked Estep 
Score: -6568711.500000 Penalty: 12605.216797
	Iteration 70Q: 3 clusters Score -6568712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 25884 members 
Entering Unmasked Estep 
Score: -6568719.500000 Penalty: 12605.216797
	Iteration 71Q: 3 clusters Score -6568720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 25887 members 
Entering Unmasked Estep 
Score: -6568714.500000 Penalty: 12605.216797
	Iteration 72Q: 3 clusters Score -6568714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -6568717.500000 Penalty: 12605.216797
	Iteration 73Q: 3 clusters Score -6568718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -6568717.000000 Penalty: 12605.216797
	Iteration 74Q: 3 clusters Score -6568717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 25894 members 
Entering Unmasked Estep 
Score: -6568719.000000 Penalty: 12605.216797
	Iteration 75Q: 3 clusters Score -6568719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -6568719.500000 Penalty: 12605.216797
	Iteration 76Q: 3 clusters Score -6568720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -6568713.000000 Penalty: 12605.216797
	Iteration 77Q: 3 clusters Score -6568713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 25898 members 
Entering Unmasked Estep 
Score: -6568710.500000 Penalty: 12605.216797
	Iteration 78Q: 3 clusters Score -6568710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -6568711.500000 Penalty: 12605.216797
	Iteration 79Q: 3 clusters Score -6568712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -6568711.500000 Penalty: 12605.216797
	Iteration 80F: 3 clusters Score -6568712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Entering Unmasked Estep 
Score: -2988567.500000 Penalty: 5825.782227
	Iteration 0F: 2 clusters Score -2988568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -2976159.750000 Penalty: 11651.564453
	Iteration 0F: 3 clusters Score -2976160 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -2978982.750000 Penalty: 11651.564453
	Iteration 1F: 3 clusters Score -2978983 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -2979508.750000 Penalty: 11651.564453
	Iteration 2F: 3 clusters Score -2979509 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -2979859.500000 Penalty: 11651.564453
	Iteration 3Q: 3 clusters Score -2979860 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -2980116.750000 Penalty: 11651.564453
	Iteration 4Q: 3 clusters Score -2980117 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -2980321.000000 Penalty: 11651.564453
	Iteration 5Q: 3 clusters Score -2980321 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -2980498.250000 Penalty: 11651.564453
	Iteration 6Q: 3 clusters Score -2980498 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -2980655.250000 Penalty: 11651.564453
	Iteration 7Q: 3 clusters Score -2980655 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -2980797.250000 Penalty: 11651.564453
	Iteration 8Q: 3 clusters Score -2980797 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -2980925.000000 Penalty: 11651.564453
	Iteration 9Q: 3 clusters Score -2980925 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -2981028.500000 Penalty: 11651.564453
	Iteration 10Q: 3 clusters Score -2981028 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -2981160.000000 Penalty: 11651.564453
	Iteration 11Q: 3 clusters Score -2981160 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -2981294.250000 Penalty: 11651.564453
	Iteration 12Q: 3 clusters Score -2981294 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -2981439.750000 Penalty: 11651.564453
	Iteration 13Q: 3 clusters Score -2981440 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -2981584.750000 Penalty: 11651.564453
	Iteration 14Q: 3 clusters Score -2981585 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -2981737.000000 Penalty: 11651.564453
	Iteration 15Q: 3 clusters Score -2981737 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -2981893.750000 Penalty: 11651.564453
	Iteration 16Q: 3 clusters Score -2981894 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -2982039.000000 Penalty: 11651.564453
	Iteration 17Q: 3 clusters Score -2982039 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -2982192.250000 Penalty: 11651.564453
	Iteration 18Q: 3 clusters Score -2982192 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -2982340.750000 Penalty: 11651.564453
	Iteration 19Q: 3 clusters Score -2982341 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -2982464.000000 Penalty: 11651.564453
	Iteration 20F: 3 clusters Score -2982464 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -2982593.500000 Penalty: 11651.564453
	Iteration 21Q: 3 clusters Score -2982594 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -2982722.500000 Penalty: 11651.564453
	Iteration 22Q: 3 clusters Score -2982722 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -2982829.250000 Penalty: 11651.564453
	Iteration 23Q: 3 clusters Score -2982829 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -2982908.500000 Penalty: 11651.564453
	Iteration 24Q: 3 clusters Score -2982908 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -2983002.500000 Penalty: 11651.564453
	Iteration 25Q: 3 clusters Score -2983002 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -2983086.750000 Penalty: 11651.564453
	Iteration 26Q: 3 clusters Score -2983087 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -2983150.250000 Penalty: 11651.564453
	Iteration 27Q: 3 clusters Score -2983150 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -2983219.750000 Penalty: 11651.564453
	Iteration 28Q: 3 clusters Score -2983220 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -2983294.750000 Penalty: 11651.564453
	Iteration 29Q: 3 clusters Score -2983295 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -2983343.750000 Penalty: 11651.564453
	Iteration 30Q: 3 clusters Score -2983344 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -2983410.750000 Penalty: 11651.564453
	Iteration 31Q: 3 clusters Score -2983411 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -2983474.500000 Penalty: 11651.564453
	Iteration 32Q: 3 clusters Score -2983474 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -2983511.000000 Penalty: 11651.564453
	Iteration 33Q: 3 clusters Score -2983511 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2983554.000000 Penalty: 11651.564453
	Iteration 34Q: 3 clusters Score -2983554 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2983597.500000 Penalty: 11651.564453
	Iteration 35Q: 3 clusters Score -2983598 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -2983622.750000 Penalty: 11651.564453
	Iteration 36Q: 3 clusters Score -2983623 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2983650.500000 Penalty: 11651.564453
	Iteration 37Q: 3 clusters Score -2983650 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2983678.500000 Penalty: 11651.564453
	Iteration 38Q: 3 clusters Score -2983678 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -2983693.750000 Penalty: 11651.564453
	Iteration 39Q: 3 clusters Score -2983694 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -2983713.500000 Penalty: 11651.564453
	Iteration 40F: 3 clusters Score -2983714 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2983728.750000 Penalty: 11651.564453
	Iteration 41Q: 3 clusters Score -2983729 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2983735.500000 Penalty: 11651.564453
	Iteration 42Q: 3 clusters Score -2983736 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -2983744.250000 Penalty: 11651.564453
	Iteration 43Q: 3 clusters Score -2983744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -2983754.000000 Penalty: 11651.564453
	Iteration 44Q: 3 clusters Score -2983754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -2983756.000000 Penalty: 11651.564453
	Iteration 45Q: 3 clusters Score -2983756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2983762.000000 Penalty: 11651.564453
	Iteration 46Q: 3 clusters Score -2983762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2983763.500000 Penalty: 11651.564453
	Iteration 47Q: 3 clusters Score -2983764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2983762.750000 Penalty: 11651.564453
	Iteration 48Q: 3 clusters Score -2983763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2983766.500000 Penalty: 11651.564453
	Iteration 49Q: 3 clusters Score -2983766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2983768.500000 Penalty: 11651.564453
	Iteration 50Q: 3 clusters Score -2983768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -2983768.750000 Penalty: 11651.564453
	Iteration 51Q: 3 clusters Score -2983769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2983772.000000 Penalty: 11651.564453
	Iteration 52Q: 3 clusters Score -2983772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2983769.250000 Penalty: 11651.564453
	Iteration 53Q: 3 clusters Score -2983769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2983769.250000 Penalty: 11651.564453
	Iteration 54F: 3 clusters Score -2983769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (31179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Entering Unmasked Estep 
Score: -6955748.000000 Penalty: 6337.843750
	Iteration 0F: 2 clusters Score -6955748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -6932221.500000 Penalty: 12675.687500
	Iteration 0F: 3 clusters Score -6932222 nChanged 13165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -6939159.000000 Penalty: 12675.687500
	Iteration 1F: 3 clusters Score -6939159 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -6939861.000000 Penalty: 12675.687500
	Iteration 2F: 3 clusters Score -6939861 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -6940364.500000 Penalty: 12675.687500
	Iteration 3Q: 3 clusters Score -6940364 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -6940724.500000 Penalty: 12675.687500
	Iteration 4Q: 3 clusters Score -6940724 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -6941037.000000 Penalty: 12675.687500
	Iteration 5Q: 3 clusters Score -6941037 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -6941325.500000 Penalty: 12675.687500
	Iteration 6Q: 3 clusters Score -6941326 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -6941612.500000 Penalty: 12675.687500
	Iteration 7Q: 3 clusters Score -6941612 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -6941926.000000 Penalty: 12675.687500
	Iteration 8Q: 3 clusters Score -6941926 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -6942328.500000 Penalty: 12675.687500
	Iteration 9Q: 3 clusters Score -6942328 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -6942792.500000 Penalty: 12675.687500
	Iteration 10Q: 3 clusters Score -6942792 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -6943324.500000 Penalty: 12675.687500
	Iteration 11Q: 3 clusters Score -6943324 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -6944000.500000 Penalty: 12675.687500
	Iteration 12Q: 3 clusters Score -6944000 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -6944744.500000 Penalty: 12675.687500
	Iteration 13Q: 3 clusters Score -6944744 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -6945608.500000 Penalty: 12675.687500
	Iteration 14Q: 3 clusters Score -6945608 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -6946503.000000 Penalty: 12675.687500
	Iteration 15Q: 3 clusters Score -6946503 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 25946 members 
Entering Unmasked Estep 
Score: -6947339.500000 Penalty: 12675.687500
	Iteration 16Q: 3 clusters Score -6947340 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 26758 members 
Entering Unmasked Estep 
Score: -6948127.500000 Penalty: 12675.687500
	Iteration 17Q: 3 clusters Score -6948128 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -6948787.500000 Penalty: 12675.687500
	Iteration 18Q: 3 clusters Score -6948788 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 27860 members 
Entering Unmasked Estep 
Score: -6949226.500000 Penalty: 12675.687500
	Iteration 19Q: 3 clusters Score -6949226 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 28171 members 
Entering Unmasked Estep 
Score: -6949489.500000 Penalty: 12675.687500
	Iteration 20F: 3 clusters Score -6949490 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 28407 members 
Entering Unmasked Estep 
Score: -6949702.000000 Penalty: 12675.687500
	Iteration 21Q: 3 clusters Score -6949702 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 28588 members 
Entering Unmasked Estep 
Score: -6949859.000000 Penalty: 12675.687500
	Iteration 22Q: 3 clusters Score -6949859 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 28693 members 
Entering Unmasked Estep 
Score: -6949959.000000 Penalty: 12675.687500
	Iteration 23Q: 3 clusters Score -6949959 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 28799 members 
Entering Unmasked Estep 
Score: -6950035.000000 Penalty: 12675.687500
	Iteration 24Q: 3 clusters Score -6950035 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 28876 members 
Entering Unmasked Estep 
Score: -6950105.000000 Penalty: 12675.687500
	Iteration 25Q: 3 clusters Score -6950105 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 28940 members 
Entering Unmasked Estep 
Score: -6950134.500000 Penalty: 12675.687500
	Iteration 26Q: 3 clusters Score -6950134 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 28994 members 
Entering Unmasked Estep 
Score: -6950160.500000 Penalty: 12675.687500
	Iteration 27Q: 3 clusters Score -6950160 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 29035 members 
Entering Unmasked Estep 
Score: -6950196.000000 Penalty: 12675.687500
	Iteration 28Q: 3 clusters Score -6950196 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 29076 members 
Entering Unmasked Estep 
Score: -6950216.500000 Penalty: 12675.687500
	Iteration 29Q: 3 clusters Score -6950216 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 29113 members 
Entering Unmasked Estep 
Score: -6950250.000000 Penalty: 12675.687500
	Iteration 30Q: 3 clusters Score -6950250 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 29130 members 
Entering Unmasked Estep 
Score: -6950275.000000 Penalty: 12675.687500
	Iteration 31Q: 3 clusters Score -6950275 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 29144 members 
Entering Unmasked Estep 
Score: -6950280.500000 Penalty: 12675.687500
	Iteration 32Q: 3 clusters Score -6950280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 29154 members 
Entering Unmasked Estep 
Score: -6950287.500000 Penalty: 12675.687500
	Iteration 33Q: 3 clusters Score -6950288 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 29167 members 
Entering Unmasked Estep 
Score: -6950287.000000 Penalty: 12675.687500
	Iteration 34Q: 3 clusters Score -6950287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 29171 members 
Entering Unmasked Estep 
Score: -6950301.000000 Penalty: 12675.687500
	Iteration 35Q: 3 clusters Score -6950301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 29174 members 
Entering Unmasked Estep 
Score: -6950298.000000 Penalty: 12675.687500
	Iteration 36Q: 3 clusters Score -6950298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -6950298.500000 Penalty: 12675.687500
	Iteration 37Q: 3 clusters Score -6950298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -6950298.500000 Penalty: 12675.687500
	Iteration 38F: 3 clusters Score -6950298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 31007 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12087 members 
Mstep: Class 5 contains 6435 members 
Mstep: Class 6 contains 12368 members 
Mstep: Class 7 contains 20908 members 
Mstep: Class 8 contains 146931 members 
Mstep: Class 9 contains 10712 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69338 members 
Mstep: Class 12 contains 1803 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127533 members 
Mstep: Class 15 contains 17132 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22214 members 
Mstep: Class 18 contains 54893 members 
Mstep: Class 19 contains 18153 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63992 members 
Mstep: Class 22 contains 5987 members 
Mstep: Class 23 contains 29436 members 
Mstep: Class 24 contains 13514 members 
Mstep: Class 25 contains 31179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248400.000000 Penalty: 206468.734375
Iteration 119Q: 26 clusters Score -1.572484e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 31003 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12088 members 
Mstep: Class 5 contains 6435 members 
Mstep: Class 6 contains 12361 members 
Mstep: Class 7 contains 20901 members 
Mstep: Class 8 contains 146929 members 
Mstep: Class 9 contains 10715 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69336 members 
Mstep: Class 12 contains 1803 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127534 members 
Mstep: Class 15 contains 17136 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22218 members 
Mstep: Class 18 contains 54901 members 
Mstep: Class 19 contains 18154 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63996 members 
Mstep: Class 22 contains 5988 members 
Mstep: Class 23 contains 29433 members 
Mstep: Class 24 contains 13514 members 
Mstep: Class 25 contains 31179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248352.000000 Penalty: 206468.734375
Iteration 120F: 26 clusters Score -1.572484e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 30996 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12090 members 
Mstep: Class 5 contains 6436 members 
Mstep: Class 6 contains 12358 members 
Mstep: Class 7 contains 20893 members 
Mstep: Class 8 contains 146936 members 
Mstep: Class 9 contains 10718 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69337 members 
Mstep: Class 12 contains 1802 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127532 members 
Mstep: Class 15 contains 17138 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22219 members 
Mstep: Class 18 contains 54910 members 
Mstep: Class 19 contains 18154 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63995 members 
Mstep: Class 22 contains 5988 members 
Mstep: Class 23 contains 29427 members 
Mstep: Class 24 contains 13514 members 
Mstep: Class 25 contains 31181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248368.000000 Penalty: 206468.734375
Iteration 121Q: 26 clusters Score -1.572484e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 30991 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12092 members 
Mstep: Class 5 contains 6436 members 
Mstep: Class 6 contains 12352 members 
Mstep: Class 7 contains 20887 members 
Mstep: Class 8 contains 146940 members 
Mstep: Class 9 contains 10718 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69341 members 
Mstep: Class 12 contains 1802 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127530 members 
Mstep: Class 15 contains 17140 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22220 members 
Mstep: Class 18 contains 54916 members 
Mstep: Class 19 contains 18157 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 63997 members 
Mstep: Class 22 contains 5988 members 
Mstep: Class 23 contains 29422 members 
Mstep: Class 24 contains 13514 members 
Mstep: Class 25 contains 31182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248352.000000 Penalty: 206468.734375
Iteration 122Q: 26 clusters Score -1.572484e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 30982 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12091 members 
Mstep: Class 5 contains 6436 members 
Mstep: Class 6 contains 12345 members 
Mstep: Class 7 contains 20880 members 
Mstep: Class 8 contains 146947 members 
Mstep: Class 9 contains 10717 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69340 members 
Mstep: Class 12 contains 1802 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127530 members 
Mstep: Class 15 contains 17144 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22218 members 
Mstep: Class 18 contains 54929 members 
Mstep: Class 19 contains 18156 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 64002 members 
Mstep: Class 22 contains 5988 members 
Mstep: Class 23 contains 29419 members 
Mstep: Class 24 contains 13514 members 
Mstep: Class 25 contains 31185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248352.000000 Penalty: 206468.734375
Iteration 123Q: 26 clusters Score -1.572484e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 30976 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12093 members 
Mstep: Class 5 contains 6436 members 
Mstep: Class 6 contains 12337 members 
Mstep: Class 7 contains 20868 members 
Mstep: Class 8 contains 146954 members 
Mstep: Class 9 contains 10716 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69342 members 
Mstep: Class 12 contains 1802 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127530 members 
Mstep: Class 15 contains 17146 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22217 members 
Mstep: Class 18 contains 54940 members 
Mstep: Class 19 contains 18159 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 64005 members 
Mstep: Class 22 contains 5988 members 
Mstep: Class 23 contains 29417 members 
Mstep: Class 24 contains 13514 members 
Mstep: Class 25 contains 31188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248400.000000 Penalty: 206468.734375
Iteration 124Q: 26 clusters Score -1.572484e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 30969 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12093 members 
Mstep: Class 5 contains 6436 members 
Mstep: Class 6 contains 12334 members 
Mstep: Class 7 contains 20859 members 
Mstep: Class 8 contains 146964 members 
Mstep: Class 9 contains 10718 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69343 members 
Mstep: Class 12 contains 1802 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127529 members 
Mstep: Class 15 contains 17147 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22218 members 
Mstep: Class 18 contains 54948 members 
Mstep: Class 19 contains 18160 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 64004 members 
Mstep: Class 22 contains 5988 members 
Mstep: Class 23 contains 29416 members 
Mstep: Class 24 contains 13514 members 
Mstep: Class 25 contains 31188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248304.000000 Penalty: 206468.734375
Iteration 125Q: 26 clusters Score -1.572483e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 30966 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12095 members 
Mstep: Class 5 contains 6436 members 
Mstep: Class 6 contains 12330 members 
Mstep: Class 7 contains 20852 members 
Mstep: Class 8 contains 146967 members 
Mstep: Class 9 contains 10721 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69344 members 
Mstep: Class 12 contains 1801 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127527 members 
Mstep: Class 15 contains 17146 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22216 members 
Mstep: Class 18 contains 54954 members 
Mstep: Class 19 contains 18162 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 64004 members 
Mstep: Class 22 contains 5988 members 
Mstep: Class 23 contains 29414 members 
Mstep: Class 24 contains 13514 members 
Mstep: Class 25 contains 31192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248320.000000 Penalty: 206468.734375
Iteration 126Q: 26 clusters Score -1.572483e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 30964 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12096 members 
Mstep: Class 5 contains 6436 members 
Mstep: Class 6 contains 12326 members 
Mstep: Class 7 contains 20849 members 
Mstep: Class 8 contains 146970 members 
Mstep: Class 9 contains 10721 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69344 members 
Mstep: Class 12 contains 1801 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127526 members 
Mstep: Class 15 contains 17145 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22211 members 
Mstep: Class 18 contains 54962 members 
Mstep: Class 19 contains 18164 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 64007 members 
Mstep: Class 22 contains 5988 members 
Mstep: Class 23 contains 29413 members 
Mstep: Class 24 contains 13514 members 
Mstep: Class 25 contains 31192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248336.000000 Penalty: 206468.734375
Iteration 127Q: 26 clusters Score -1.572483e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 30961 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12098 members 
Mstep: Class 5 contains 6436 members 
Mstep: Class 6 contains 12324 members 
Mstep: Class 7 contains 20846 members 
Mstep: Class 8 contains 146972 members 
Mstep: Class 9 contains 10721 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69345 members 
Mstep: Class 12 contains 1799 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127526 members 
Mstep: Class 15 contains 17147 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22211 members 
Mstep: Class 18 contains 54966 members 
Mstep: Class 19 contains 18164 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 64008 members 
Mstep: Class 22 contains 5988 members 
Mstep: Class 23 contains 29412 members 
Mstep: Class 24 contains 13514 members 
Mstep: Class 25 contains 31191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248304.000000 Penalty: 206468.734375
Iteration 128Q: 26 clusters Score -1.572483e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 30958 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12099 members 
Mstep: Class 5 contains 6436 members 
Mstep: Class 6 contains 12315 members 
Mstep: Class 7 contains 20847 members 
Mstep: Class 8 contains 146975 members 
Mstep: Class 9 contains 10723 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69343 members 
Mstep: Class 12 contains 1799 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127526 members 
Mstep: Class 15 contains 17151 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22205 members 
Mstep: Class 18 contains 54968 members 
Mstep: Class 19 contains 18166 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 64013 members 
Mstep: Class 22 contains 5988 members 
Mstep: Class 23 contains 29412 members 
Mstep: Class 24 contains 13514 members 
Mstep: Class 25 contains 31190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248304.000000 Penalty: 206468.734375
Iteration 129Q: 26 clusters Score -1.572483e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 30955 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12101 members 
Mstep: Class 5 contains 6436 members 
Mstep: Class 6 contains 12310 members 
Mstep: Class 7 contains 20848 members 
Mstep: Class 8 contains 146976 members 
Mstep: Class 9 contains 10722 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69342 members 
Mstep: Class 12 contains 1799 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127527 members 
Mstep: Class 15 contains 17153 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22201 members 
Mstep: Class 18 contains 54973 members 
Mstep: Class 19 contains 18165 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 64016 members 
Mstep: Class 22 contains 5988 members 
Mstep: Class 23 contains 29409 members 
Mstep: Class 24 contains 13514 members 
Mstep: Class 25 contains 31191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248288.000000 Penalty: 206468.734375
Iteration 130Q: 26 clusters Score -1.572483e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 30951 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12103 members 
Mstep: Class 5 contains 6437 members 
Mstep: Class 6 contains 12302 members 
Mstep: Class 7 contains 20842 members 
Mstep: Class 8 contains 146979 members 
Mstep: Class 9 contains 10722 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69342 members 
Mstep: Class 12 contains 1799 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127525 members 
Mstep: Class 15 contains 17153 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22198 members 
Mstep: Class 18 contains 54981 members 
Mstep: Class 19 contains 18167 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 64022 members 
Mstep: Class 22 contains 5987 members 
Mstep: Class 23 contains 29408 members 
Mstep: Class 24 contains 13515 members 
Mstep: Class 25 contains 31192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248448.000000 Penalty: 206468.734375
Iteration 131Q: 26 clusters Score -1.572484e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 30947 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12106 members 
Mstep: Class 5 contains 6438 members 
Mstep: Class 6 contains 12296 members 
Mstep: Class 7 contains 20841 members 
Mstep: Class 8 contains 146985 members 
Mstep: Class 9 contains 10722 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69343 members 
Mstep: Class 12 contains 1799 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127525 members 
Mstep: Class 15 contains 17152 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22194 members 
Mstep: Class 18 contains 54984 members 
Mstep: Class 19 contains 18168 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 64024 members 
Mstep: Class 22 contains 5987 members 
Mstep: Class 23 contains 29407 members 
Mstep: Class 24 contains 13515 members 
Mstep: Class 25 contains 31192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248400.000000 Penalty: 206468.734375
Iteration 132Q: 26 clusters Score -1.572484e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 30945 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12111 members 
Mstep: Class 5 contains 6438 members 
Mstep: Class 6 contains 12293 members 
Mstep: Class 7 contains 20841 members 
Mstep: Class 8 contains 146985 members 
Mstep: Class 9 contains 10722 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69342 members 
Mstep: Class 12 contains 1799 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127521 members 
Mstep: Class 15 contains 17154 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22191 members 
Mstep: Class 18 contains 54985 members 
Mstep: Class 19 contains 18170 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 64024 members 
Mstep: Class 22 contains 5987 members 
Mstep: Class 23 contains 29409 members 
Mstep: Class 24 contains 13515 members 
Mstep: Class 25 contains 31191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248464.000000 Penalty: 206468.734375
Iteration 133Q: 26 clusters Score -1.572485e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 30943 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12116 members 
Mstep: Class 5 contains 6438 members 
Mstep: Class 6 contains 12288 members 
Mstep: Class 7 contains 20837 members 
Mstep: Class 8 contains 146982 members 
Mstep: Class 9 contains 10722 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69341 members 
Mstep: Class 12 contains 1798 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127521 members 
Mstep: Class 15 contains 17154 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22189 members 
Mstep: Class 18 contains 54989 members 
Mstep: Class 19 contains 18171 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 64029 members 
Mstep: Class 22 contains 5987 members 
Mstep: Class 23 contains 29410 members 
Mstep: Class 24 contains 13516 members 
Mstep: Class 25 contains 31191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248448.000000 Penalty: 206468.734375
Iteration 134Q: 26 clusters Score -1.572484e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 30938 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12117 members 
Mstep: Class 5 contains 6438 members 
Mstep: Class 6 contains 12290 members 
Mstep: Class 7 contains 20838 members 
Mstep: Class 8 contains 146986 members 
Mstep: Class 9 contains 10722 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69339 members 
Mstep: Class 12 contains 1798 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127523 members 
Mstep: Class 15 contains 17154 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22188 members 
Mstep: Class 18 contains 54992 members 
Mstep: Class 19 contains 18170 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 64028 members 
Mstep: Class 22 contains 5987 members 
Mstep: Class 23 contains 29410 members 
Mstep: Class 24 contains 13516 members 
Mstep: Class 25 contains 31190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248352.000000 Penalty: 206468.734375
Iteration 135Q: 26 clusters Score -1.572484e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 30935 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12117 members 
Mstep: Class 5 contains 6438 members 
Mstep: Class 6 contains 12291 members 
Mstep: Class 7 contains 20832 members 
Mstep: Class 8 contains 146989 members 
Mstep: Class 9 contains 10722 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69339 members 
Mstep: Class 12 contains 1798 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127522 members 
Mstep: Class 15 contains 17154 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22187 members 
Mstep: Class 18 contains 54994 members 
Mstep: Class 19 contains 18171 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 64028 members 
Mstep: Class 22 contains 5987 members 
Mstep: Class 23 contains 29412 members 
Mstep: Class 24 contains 13516 members 
Mstep: Class 25 contains 31192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248512.000000 Penalty: 206468.734375
Iteration 136Q: 26 clusters Score -1.572485e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 30933 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12117 members 
Mstep: Class 5 contains 6438 members 
Mstep: Class 6 contains 12293 members 
Mstep: Class 7 contains 20828 members 
Mstep: Class 8 contains 146990 members 
Mstep: Class 9 contains 10722 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69337 members 
Mstep: Class 12 contains 1798 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127522 members 
Mstep: Class 15 contains 17155 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22188 members 
Mstep: Class 18 contains 54994 members 
Mstep: Class 19 contains 18171 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 64030 members 
Mstep: Class 22 contains 5987 members 
Mstep: Class 23 contains 29413 members 
Mstep: Class 24 contains 13516 members 
Mstep: Class 25 contains 31192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248496.000000 Penalty: 206468.734375
Iteration 137Q: 26 clusters Score -1.572485e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 30933 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12118 members 
Mstep: Class 5 contains 6438 members 
Mstep: Class 6 contains 12290 members 
Mstep: Class 7 contains 20824 members 
Mstep: Class 8 contains 146988 members 
Mstep: Class 9 contains 10722 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69336 members 
Mstep: Class 12 contains 1798 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127521 members 
Mstep: Class 15 contains 17158 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22188 members 
Mstep: Class 18 contains 54998 members 
Mstep: Class 19 contains 18171 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 64033 members 
Mstep: Class 22 contains 5987 members 
Mstep: Class 23 contains 29413 members 
Mstep: Class 24 contains 13516 members 
Mstep: Class 25 contains 31192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248512.000000 Penalty: 206468.734375
Iteration 138Q: 26 clusters Score -1.572485e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 30932 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12118 members 
Mstep: Class 5 contains 6438 members 
Mstep: Class 6 contains 12282 members 
Mstep: Class 7 contains 20822 members 
Mstep: Class 8 contains 146990 members 
Mstep: Class 9 contains 10723 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69336 members 
Mstep: Class 12 contains 1798 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127522 members 
Mstep: Class 15 contains 17158 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22188 members 
Mstep: Class 18 contains 55001 members 
Mstep: Class 19 contains 18170 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 64038 members 
Mstep: Class 22 contains 5987 members 
Mstep: Class 23 contains 29413 members 
Mstep: Class 24 contains 13516 members 
Mstep: Class 25 contains 31192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248496.000000 Penalty: 206468.734375
Iteration 139Q: 26 clusters Score -1.572485e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 30929 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12118 members 
Mstep: Class 5 contains 6438 members 
Mstep: Class 6 contains 12277 members 
Mstep: Class 7 contains 20819 members 
Mstep: Class 8 contains 146994 members 
Mstep: Class 9 contains 10723 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69336 members 
Mstep: Class 12 contains 1798 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127521 members 
Mstep: Class 15 contains 17159 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22188 members 
Mstep: Class 18 contains 55003 members 
Mstep: Class 19 contains 18170 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 64043 members 
Mstep: Class 22 contains 5987 members 
Mstep: Class 23 contains 29413 members 
Mstep: Class 24 contains 13515 members 
Mstep: Class 25 contains 31193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248432.000000 Penalty: 206468.734375
Iteration 140F: 26 clusters Score -1.572484e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 30929 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12119 members 
Mstep: Class 5 contains 6438 members 
Mstep: Class 6 contains 12272 members 
Mstep: Class 7 contains 20817 members 
Mstep: Class 8 contains 146995 members 
Mstep: Class 9 contains 10723 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69337 members 
Mstep: Class 12 contains 1798 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127522 members 
Mstep: Class 15 contains 17160 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22187 members 
Mstep: Class 18 contains 55007 members 
Mstep: Class 19 contains 18170 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 64044 members 
Mstep: Class 22 contains 5987 members 
Mstep: Class 23 contains 29412 members 
Mstep: Class 24 contains 13514 members 
Mstep: Class 25 contains 31193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248304.000000 Penalty: 206468.734375
Iteration 141Q: 26 clusters Score -1.572483e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 30929 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12122 members 
Mstep: Class 5 contains 6439 members 
Mstep: Class 6 contains 12267 members 
Mstep: Class 7 contains 20810 members 
Mstep: Class 8 contains 146994 members 
Mstep: Class 9 contains 10723 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69337 members 
Mstep: Class 12 contains 1798 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127522 members 
Mstep: Class 15 contains 17161 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22189 members 
Mstep: Class 18 contains 55010 members 
Mstep: Class 19 contains 18170 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 64046 members 
Mstep: Class 22 contains 5987 members 
Mstep: Class 23 contains 29411 members 
Mstep: Class 24 contains 13514 members 
Mstep: Class 25 contains 31195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248304.000000 Penalty: 206468.734375
Iteration 142Q: 26 clusters Score -1.572483e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 30929 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12127 members 
Mstep: Class 5 contains 6444 members 
Mstep: Class 6 contains 12262 members 
Mstep: Class 7 contains 20802 members 
Mstep: Class 8 contains 146994 members 
Mstep: Class 9 contains 10723 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69336 members 
Mstep: Class 12 contains 1798 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127521 members 
Mstep: Class 15 contains 17161 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22193 members 
Mstep: Class 18 contains 55014 members 
Mstep: Class 19 contains 18170 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 64044 members 
Mstep: Class 22 contains 5987 members 
Mstep: Class 23 contains 29409 members 
Mstep: Class 24 contains 13514 members 
Mstep: Class 25 contains 31197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248384.000000 Penalty: 206468.734375
Iteration 143Q: 26 clusters Score -1.572484e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 30929 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12132 members 
Mstep: Class 5 contains 6448 members 
Mstep: Class 6 contains 12250 members 
Mstep: Class 7 contains 20802 members 
Mstep: Class 8 contains 146990 members 
Mstep: Class 9 contains 10722 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69336 members 
Mstep: Class 12 contains 1798 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127521 members 
Mstep: Class 15 contains 17163 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22193 members 
Mstep: Class 18 contains 55014 members 
Mstep: Class 19 contains 18169 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 64050 members 
Mstep: Class 22 contains 5987 members 
Mstep: Class 23 contains 29408 members 
Mstep: Class 24 contains 13514 members 
Mstep: Class 25 contains 31198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248336.000000 Penalty: 206468.734375
Iteration 144Q: 26 clusters Score -1.572483e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 30928 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12139 members 
Mstep: Class 5 contains 6449 members 
Mstep: Class 6 contains 12243 members 
Mstep: Class 7 contains 20801 members 
Mstep: Class 8 contains 146989 members 
Mstep: Class 9 contains 10722 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69336 members 
Mstep: Class 12 contains 1798 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127521 members 
Mstep: Class 15 contains 17162 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22193 members 
Mstep: Class 18 contains 55015 members 
Mstep: Class 19 contains 18169 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 64053 members 
Mstep: Class 22 contains 5987 members 
Mstep: Class 23 contains 29407 members 
Mstep: Class 24 contains 13516 members 
Mstep: Class 25 contains 31197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248544.000000 Penalty: 206468.734375
Iteration 145Q: 26 clusters Score -1.572485e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 30928 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12142 members 
Mstep: Class 5 contains 6449 members 
Mstep: Class 6 contains 12239 members 
Mstep: Class 7 contains 20806 members 
Mstep: Class 8 contains 146991 members 
Mstep: Class 9 contains 10722 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69335 members 
Mstep: Class 12 contains 1798 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127521 members 
Mstep: Class 15 contains 17159 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22191 members 
Mstep: Class 18 contains 55016 members 
Mstep: Class 19 contains 18168 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 64055 members 
Mstep: Class 22 contains 5987 members 
Mstep: Class 23 contains 29407 members 
Mstep: Class 24 contains 13518 members 
Mstep: Class 25 contains 31195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248576.000000 Penalty: 206468.734375
Iteration 146Q: 26 clusters Score -1.572486e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 30928 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12143 members 
Mstep: Class 5 contains 6450 members 
Mstep: Class 6 contains 12231 members 
Mstep: Class 7 contains 20806 members 
Mstep: Class 8 contains 146993 members 
Mstep: Class 9 contains 10723 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69336 members 
Mstep: Class 12 contains 1798 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127520 members 
Mstep: Class 15 contains 17159 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22192 members 
Mstep: Class 18 contains 55017 members 
Mstep: Class 19 contains 18168 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 64057 members 
Mstep: Class 22 contains 5987 members 
Mstep: Class 23 contains 29407 members 
Mstep: Class 24 contains 13518 members 
Mstep: Class 25 contains 31194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248544.000000 Penalty: 206468.734375
Iteration 147Q: 26 clusters Score -1.572485e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 30928 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12143 members 
Mstep: Class 5 contains 6452 members 
Mstep: Class 6 contains 12226 members 
Mstep: Class 7 contains 20810 members 
Mstep: Class 8 contains 146991 members 
Mstep: Class 9 contains 10722 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69337 members 
Mstep: Class 12 contains 1798 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127520 members 
Mstep: Class 15 contains 17159 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22189 members 
Mstep: Class 18 contains 55017 members 
Mstep: Class 19 contains 18169 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 64061 members 
Mstep: Class 22 contains 5987 members 
Mstep: Class 23 contains 29406 members 
Mstep: Class 24 contains 13518 members 
Mstep: Class 25 contains 31194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248560.000000 Penalty: 206468.734375
Iteration 148Q: 26 clusters Score -1.572486e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 30928 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12144 members 
Mstep: Class 5 contains 6454 members 
Mstep: Class 6 contains 12223 members 
Mstep: Class 7 contains 20816 members 
Mstep: Class 8 contains 146991 members 
Mstep: Class 9 contains 10722 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69336 members 
Mstep: Class 12 contains 1798 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127520 members 
Mstep: Class 15 contains 17158 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22186 members 
Mstep: Class 18 contains 55018 members 
Mstep: Class 19 contains 18168 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 64061 members 
Mstep: Class 22 contains 5987 members 
Mstep: Class 23 contains 29406 members 
Mstep: Class 24 contains 13518 members 
Mstep: Class 25 contains 31194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248528.000000 Penalty: 206468.734375
Iteration 149Q: 26 clusters Score -1.572485e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 30928 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12147 members 
Mstep: Class 5 contains 6457 members 
Mstep: Class 6 contains 12218 members 
Mstep: Class 7 contains 20814 members 
Mstep: Class 8 contains 146989 members 
Mstep: Class 9 contains 10722 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69336 members 
Mstep: Class 12 contains 1798 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127520 members 
Mstep: Class 15 contains 17159 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22182 members 
Mstep: Class 18 contains 55020 members 
Mstep: Class 19 contains 18169 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 64060 members 
Mstep: Class 22 contains 5986 members 
Mstep: Class 23 contains 29406 members 
Mstep: Class 24 contains 13518 members 
Mstep: Class 25 contains 31197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248576.000000 Penalty: 206468.734375
Iteration 150Q: 26 clusters Score -1.572486e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 30928 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12149 members 
Mstep: Class 5 contains 6460 members 
Mstep: Class 6 contains 12216 members 
Mstep: Class 7 contains 20810 members 
Mstep: Class 8 contains 146987 members 
Mstep: Class 9 contains 10721 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69335 members 
Mstep: Class 12 contains 1798 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127520 members 
Mstep: Class 15 contains 17158 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22179 members 
Mstep: Class 18 contains 55022 members 
Mstep: Class 19 contains 18170 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 64059 members 
Mstep: Class 22 contains 5986 members 
Mstep: Class 23 contains 29406 members 
Mstep: Class 24 contains 13520 members 
Mstep: Class 25 contains 31199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248544.000000 Penalty: 206468.734375
Iteration 151Q: 26 clusters Score -1.572485e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 30928 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12152 members 
Mstep: Class 5 contains 6461 members 
Mstep: Class 6 contains 12213 members 
Mstep: Class 7 contains 20806 members 
Mstep: Class 8 contains 146986 members 
Mstep: Class 9 contains 10721 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69335 members 
Mstep: Class 12 contains 1798 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127521 members 
Mstep: Class 15 contains 17158 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22177 members 
Mstep: Class 18 contains 55027 members 
Mstep: Class 19 contains 18169 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 64057 members 
Mstep: Class 22 contains 5986 members 
Mstep: Class 23 contains 29406 members 
Mstep: Class 24 contains 13519 members 
Mstep: Class 25 contains 31201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248576.000000 Penalty: 206468.734375
Iteration 152Q: 26 clusters Score -1.572486e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 30928 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12154 members 
Mstep: Class 5 contains 6462 members 
Mstep: Class 6 contains 12210 members 
Mstep: Class 7 contains 20803 members 
Mstep: Class 8 contains 146984 members 
Mstep: Class 9 contains 10721 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69333 members 
Mstep: Class 12 contains 1799 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127522 members 
Mstep: Class 15 contains 17159 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22174 members 
Mstep: Class 18 contains 55033 members 
Mstep: Class 19 contains 18168 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 64058 members 
Mstep: Class 22 contains 5986 members 
Mstep: Class 23 contains 29408 members 
Mstep: Class 24 contains 13517 members 
Mstep: Class 25 contains 31201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248624.000000 Penalty: 206468.734375
Iteration 153Q: 26 clusters Score -1.572486e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 30928 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12158 members 
Mstep: Class 5 contains 6463 members 
Mstep: Class 6 contains 12207 members 
Mstep: Class 7 contains 20797 members 
Mstep: Class 8 contains 146982 members 
Mstep: Class 9 contains 10720 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69330 members 
Mstep: Class 12 contains 1799 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127521 members 
Mstep: Class 15 contains 17159 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22173 members 
Mstep: Class 18 contains 55042 members 
Mstep: Class 19 contains 18168 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 64058 members 
Mstep: Class 22 contains 5986 members 
Mstep: Class 23 contains 29410 members 
Mstep: Class 24 contains 13517 members 
Mstep: Class 25 contains 31201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248576.000000 Penalty: 206468.734375
Iteration 154Q: 26 clusters Score -1.572486e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 30928 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12158 members 
Mstep: Class 5 contains 6463 members 
Mstep: Class 6 contains 12205 members 
Mstep: Class 7 contains 20796 members 
Mstep: Class 8 contains 146981 members 
Mstep: Class 9 contains 10720 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69329 members 
Mstep: Class 12 contains 1799 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127520 members 
Mstep: Class 15 contains 17158 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22173 members 
Mstep: Class 18 contains 55047 members 
Mstep: Class 19 contains 18167 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 64059 members 
Mstep: Class 22 contains 5986 members 
Mstep: Class 23 contains 29410 members 
Mstep: Class 24 contains 13517 members 
Mstep: Class 25 contains 31202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248656.000000 Penalty: 206468.734375
Iteration 155Q: 26 clusters Score -1.572487e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 30928 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12158 members 
Mstep: Class 5 contains 6463 members 
Mstep: Class 6 contains 12205 members 
Mstep: Class 7 contains 20794 members 
Mstep: Class 8 contains 146982 members 
Mstep: Class 9 contains 10720 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69329 members 
Mstep: Class 12 contains 1799 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127520 members 
Mstep: Class 15 contains 17158 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22174 members 
Mstep: Class 18 contains 55051 members 
Mstep: Class 19 contains 18166 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 64060 members 
Mstep: Class 22 contains 5986 members 
Mstep: Class 23 contains 29409 members 
Mstep: Class 24 contains 13515 members 
Mstep: Class 25 contains 31201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248704.000000 Penalty: 206468.734375
Iteration 156Q: 26 clusters Score -1.572487e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 30928 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12158 members 
Mstep: Class 5 contains 6463 members 
Mstep: Class 6 contains 12205 members 
Mstep: Class 7 contains 20791 members 
Mstep: Class 8 contains 146982 members 
Mstep: Class 9 contains 10720 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69329 members 
Mstep: Class 12 contains 1799 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127521 members 
Mstep: Class 15 contains 17158 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22175 members 
Mstep: Class 18 contains 55053 members 
Mstep: Class 19 contains 18166 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 64060 members 
Mstep: Class 22 contains 5986 members 
Mstep: Class 23 contains 29408 members 
Mstep: Class 24 contains 13513 members 
Mstep: Class 25 contains 31203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248608.000000 Penalty: 206468.734375
Iteration 157Q: 26 clusters Score -1.572486e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 30928 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12158 members 
Mstep: Class 5 contains 6463 members 
Mstep: Class 6 contains 12205 members 
Mstep: Class 7 contains 20789 members 
Mstep: Class 8 contains 146982 members 
Mstep: Class 9 contains 10720 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69328 members 
Mstep: Class 12 contains 1799 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127521 members 
Mstep: Class 15 contains 17158 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22176 members 
Mstep: Class 18 contains 55056 members 
Mstep: Class 19 contains 18165 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 64060 members 
Mstep: Class 22 contains 5986 members 
Mstep: Class 23 contains 29408 members 
Mstep: Class 24 contains 13513 members 
Mstep: Class 25 contains 31203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248640.000000 Penalty: 206468.734375
Iteration 158Q: 26 clusters Score -1.572486e+08 nChanged 9
Entering ConstructFrom: 
Score: -157248640.000000 Penalty: 206468.734375
Entering ConstructFrom: 
Trying to split cluster 1 (14155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Entering Unmasked Estep 
Score: -3031265.000000 Penalty: 5854.166504
	Iteration 0F: 2 clusters Score -3031265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -3018463.250000 Penalty: 11708.333008
	Iteration 0F: 3 clusters Score -3018463 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -3021710.750000 Penalty: 11708.333008
	Iteration 1F: 3 clusters Score -3021711 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -3022493.500000 Penalty: 11708.333008
	Iteration 2F: 3 clusters Score -3022494 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -3023188.250000 Penalty: 11708.333008
	Iteration 3F: 3 clusters Score -3023188 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -3024032.000000 Penalty: 11708.333008
	Iteration 4F: 3 clusters Score -3024032 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -3025091.750000 Penalty: 11708.333008
	Iteration 5F: 3 clusters Score -3025092 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -3026244.500000 Penalty: 11708.333008
	Iteration 6F: 3 clusters Score -3026244 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -3027317.250000 Penalty: 11708.333008
	Iteration 7F: 3 clusters Score -3027317 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -3028099.750000 Penalty: 11708.333008
	Iteration 8F: 3 clusters Score -3028100 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -3028563.750000 Penalty: 11708.333008
	Iteration 9Q: 3 clusters Score -3028564 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -3028879.750000 Penalty: 11708.333008
	Iteration 10Q: 3 clusters Score -3028880 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -3029082.250000 Penalty: 11708.333008
	Iteration 11Q: 3 clusters Score -3029082 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -3029191.750000 Penalty: 11708.333008
	Iteration 12Q: 3 clusters Score -3029192 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -3029278.000000 Penalty: 11708.333008
	Iteration 13Q: 3 clusters Score -3029278 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -3029307.500000 Penalty: 11708.333008
	Iteration 14Q: 3 clusters Score -3029308 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -3029329.500000 Penalty: 11708.333008
	Iteration 15Q: 3 clusters Score -3029330 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -3029351.250000 Penalty: 11708.333008
	Iteration 16Q: 3 clusters Score -3029351 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -3029372.000000 Penalty: 11708.333008
	Iteration 17Q: 3 clusters Score -3029372 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -3029396.250000 Penalty: 11708.333008
	Iteration 18Q: 3 clusters Score -3029396 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -3029400.500000 Penalty: 11708.333008
	Iteration 19Q: 3 clusters Score -3029400 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -3029410.500000 Penalty: 11708.333008
	Iteration 20F: 3 clusters Score -3029410 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -3029414.750000 Penalty: 11708.333008
	Iteration 21Q: 3 clusters Score -3029415 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -3029424.500000 Penalty: 11708.333008
	Iteration 22Q: 3 clusters Score -3029424 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -3029429.750000 Penalty: 11708.333008
	Iteration 23Q: 3 clusters Score -3029430 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -3029443.250000 Penalty: 11708.333008
	Iteration 24Q: 3 clusters Score -3029443 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -3029450.750000 Penalty: 11708.333008
	Iteration 25Q: 3 clusters Score -3029451 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -3029449.250000 Penalty: 11708.333008
	Iteration 26Q: 3 clusters Score -3029449 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -3029469.750000 Penalty: 11708.333008
	Iteration 27Q: 3 clusters Score -3029470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -3029467.250000 Penalty: 11708.333008
	Iteration 28Q: 3 clusters Score -3029467 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -3029476.500000 Penalty: 11708.333008
	Iteration 29Q: 3 clusters Score -3029476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -3029473.000000 Penalty: 11708.333008
	Iteration 30Q: 3 clusters Score -3029473 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -3029474.750000 Penalty: 11708.333008
	Iteration 31Q: 3 clusters Score -3029475 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -3029473.500000 Penalty: 11708.333008
	Iteration 32Q: 3 clusters Score -3029474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -3029478.000000 Penalty: 11708.333008
	Iteration 33Q: 3 clusters Score -3029478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -3029478.500000 Penalty: 11708.333008
	Iteration 34Q: 3 clusters Score -3029478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -3029473.750000 Penalty: 11708.333008
	Iteration 35Q: 3 clusters Score -3029474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -3029473.250000 Penalty: 11708.333008
	Iteration 36Q: 3 clusters Score -3029473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -3029476.000000 Penalty: 11708.333008
	Iteration 37Q: 3 clusters Score -3029476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -3029476.000000 Penalty: 11708.333008
	Iteration 38F: 3 clusters Score -3029476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (30928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Entering Unmasked Estep 
Score: -6791446.000000 Penalty: 6332.893066
	Iteration 0F: 2 clusters Score -6791446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -6768079.000000 Penalty: 12665.786133
	Iteration 0F: 3 clusters Score -6768079 nChanged 13048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -6774867.000000 Penalty: 12665.786133
	Iteration 1F: 3 clusters Score -6774867 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -6775625.500000 Penalty: 12665.786133
	Iteration 2F: 3 clusters Score -6775626 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -6776182.500000 Penalty: 12665.786133
	Iteration 3Q: 3 clusters Score -6776182 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -6776722.000000 Penalty: 12665.786133
	Iteration 4Q: 3 clusters Score -6776722 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -6777147.500000 Penalty: 12665.786133
	Iteration 5Q: 3 clusters Score -6777148 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -6777586.500000 Penalty: 12665.786133
	Iteration 6Q: 3 clusters Score -6777586 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -6777964.000000 Penalty: 12665.786133
	Iteration 7Q: 3 clusters Score -6777964 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -6778344.000000 Penalty: 12665.786133
	Iteration 8Q: 3 clusters Score -6778344 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -6778698.500000 Penalty: 12665.786133
	Iteration 9Q: 3 clusters Score -6778698 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -6779021.000000 Penalty: 12665.786133
	Iteration 10Q: 3 clusters Score -6779021 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -6779296.500000 Penalty: 12665.786133
	Iteration 11Q: 3 clusters Score -6779296 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -6779581.000000 Penalty: 12665.786133
	Iteration 12Q: 3 clusters Score -6779581 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -6779838.000000 Penalty: 12665.786133
	Iteration 13Q: 3 clusters Score -6779838 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -6780080.500000 Penalty: 12665.786133
	Iteration 14Q: 3 clusters Score -6780080 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -6780327.500000 Penalty: 12665.786133
	Iteration 15Q: 3 clusters Score -6780328 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -6780529.000000 Penalty: 12665.786133
	Iteration 16Q: 3 clusters Score -6780529 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -6780764.500000 Penalty: 12665.786133
	Iteration 17Q: 3 clusters Score -6780764 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -6780987.500000 Penalty: 12665.786133
	Iteration 18Q: 3 clusters Score -6780988 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -6781183.500000 Penalty: 12665.786133
	Iteration 19Q: 3 clusters Score -6781184 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -6781354.500000 Penalty: 12665.786133
	Iteration 20F: 3 clusters Score -6781354 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -6781486.000000 Penalty: 12665.786133
	Iteration 21Q: 3 clusters Score -6781486 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -6781619.000000 Penalty: 12665.786133
	Iteration 22Q: 3 clusters Score -6781619 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -6781721.000000 Penalty: 12665.786133
	Iteration 23Q: 3 clusters Score -6781721 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -6781833.500000 Penalty: 12665.786133
	Iteration 24Q: 3 clusters Score -6781834 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -6781944.000000 Penalty: 12665.786133
	Iteration 25Q: 3 clusters Score -6781944 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -6782033.000000 Penalty: 12665.786133
	Iteration 26Q: 3 clusters Score -6782033 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -6782167.000000 Penalty: 12665.786133
	Iteration 27Q: 3 clusters Score -6782167 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -6782261.000000 Penalty: 12665.786133
	Iteration 28Q: 3 clusters Score -6782261 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -6782382.500000 Penalty: 12665.786133
	Iteration 29Q: 3 clusters Score -6782382 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -6782504.500000 Penalty: 12665.786133
	Iteration 30Q: 3 clusters Score -6782504 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -6782639.000000 Penalty: 12665.786133
	Iteration 31Q: 3 clusters Score -6782639 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -6782797.500000 Penalty: 12665.786133
	Iteration 32Q: 3 clusters Score -6782798 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -6782975.000000 Penalty: 12665.786133
	Iteration 33Q: 3 clusters Score -6782975 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -6783145.500000 Penalty: 12665.786133
	Iteration 34Q: 3 clusters Score -6783146 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -6783348.000000 Penalty: 12665.786133
	Iteration 35Q: 3 clusters Score -6783348 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -6783537.500000 Penalty: 12665.786133
	Iteration 36Q: 3 clusters Score -6783538 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -6783750.000000 Penalty: 12665.786133
	Iteration 37Q: 3 clusters Score -6783750 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -6783973.000000 Penalty: 12665.786133
	Iteration 38Q: 3 clusters Score -6783973 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -6784175.500000 Penalty: 12665.786133
	Iteration 39Q: 3 clusters Score -6784176 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -6784390.500000 Penalty: 12665.786133
	Iteration 40F: 3 clusters Score -6784390 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -6784631.000000 Penalty: 12665.786133
	Iteration 41Q: 3 clusters Score -6784631 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -6784828.500000 Penalty: 12665.786133
	Iteration 42Q: 3 clusters Score -6784828 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -6785030.500000 Penalty: 12665.786133
	Iteration 43Q: 3 clusters Score -6785030 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 24854 members 
Entering Unmasked Estep 
Score: -6785201.000000 Penalty: 12665.786133
	Iteration 44Q: 3 clusters Score -6785201 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 25211 members 
Entering Unmasked Estep 
Score: -6785381.000000 Penalty: 12665.786133
	Iteration 45Q: 3 clusters Score -6785381 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 25493 members 
Entering Unmasked Estep 
Score: -6785467.500000 Penalty: 12665.786133
	Iteration 46Q: 3 clusters Score -6785468 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -6785569.500000 Penalty: 12665.786133
	Iteration 47Q: 3 clusters Score -6785570 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -6785658.500000 Penalty: 12665.786133
	Iteration 48Q: 3 clusters Score -6785658 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -6785732.000000 Penalty: 12665.786133
	Iteration 49Q: 3 clusters Score -6785732 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -6785798.000000 Penalty: 12665.786133
	Iteration 50Q: 3 clusters Score -6785798 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 26426 members 
Entering Unmasked Estep 
Score: -6785837.500000 Penalty: 12665.786133
	Iteration 51Q: 3 clusters Score -6785838 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -6785894.500000 Penalty: 12665.786133
	Iteration 52Q: 3 clusters Score -6785894 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 26580 members 
Entering Unmasked Estep 
Score: -6785900.500000 Penalty: 12665.786133
	Iteration 53Q: 3 clusters Score -6785900 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 26650 members 
Entering Unmasked Estep 
Score: -6785931.000000 Penalty: 12665.786133
	Iteration 54Q: 3 clusters Score -6785931 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
Score: -6785975.500000 Penalty: 12665.786133
	Iteration 55Q: 3 clusters Score -6785976 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 26785 members 
Entering Unmasked Estep 
Score: -6785993.000000 Penalty: 12665.786133
	Iteration 56Q: 3 clusters Score -6785993 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 26854 members 
Entering Unmasked Estep 
Score: -6786016.500000 Penalty: 12665.786133
	Iteration 57Q: 3 clusters Score -6786016 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -6786032.000000 Penalty: 12665.786133
	Iteration 58Q: 3 clusters Score -6786032 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 26961 members 
Entering Unmasked Estep 
Score: -6786055.500000 Penalty: 12665.786133
	Iteration 59Q: 3 clusters Score -6786056 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 26990 members 
Entering Unmasked Estep 
Score: -6786046.500000 Penalty: 12665.786133
	Iteration 60F: 3 clusters Score -6786046 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 27017 members 
Entering Unmasked Estep 
Score: -6786066.000000 Penalty: 12665.786133
	Iteration 61Q: 3 clusters Score -6786066 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -6786077.500000 Penalty: 12665.786133
	Iteration 62Q: 3 clusters Score -6786078 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 27077 members 
Entering Unmasked Estep 
Score: -6786086.000000 Penalty: 12665.786133
	Iteration 63Q: 3 clusters Score -6786086 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 27103 members 
Entering Unmasked Estep 
Score: -6786084.500000 Penalty: 12665.786133
	Iteration 64Q: 3 clusters Score -6786084 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -6786087.500000 Penalty: 12665.786133
	Iteration 65Q: 3 clusters Score -6786088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 27144 members 
Entering Unmasked Estep 
Score: -6786091.000000 Penalty: 12665.786133
	Iteration 66Q: 3 clusters Score -6786091 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -6786091.000000 Penalty: 12665.786133
	Iteration 67Q: 3 clusters Score -6786091 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -6786100.500000 Penalty: 12665.786133
	Iteration 68Q: 3 clusters Score -6786100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
Score: -6786107.000000 Penalty: 12665.786133
	Iteration 69Q: 3 clusters Score -6786107 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -6786104.000000 Penalty: 12665.786133
	Iteration 70Q: 3 clusters Score -6786104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -6786115.000000 Penalty: 12665.786133
	Iteration 71Q: 3 clusters Score -6786115 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 27232 members 
Entering Unmasked Estep 
Score: -6786116.500000 Penalty: 12665.786133
	Iteration 72Q: 3 clusters Score -6786116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 27245 members 
Entering Unmasked Estep 
Score: -6786121.500000 Penalty: 12665.786133
	Iteration 73Q: 3 clusters Score -6786122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 27256 members 
Entering Unmasked Estep 
Score: -6786118.000000 Penalty: 12665.786133
	Iteration 74Q: 3 clusters Score -6786118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -6786116.500000 Penalty: 12665.786133
	Iteration 75Q: 3 clusters Score -6786116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 27289 members 
Entering Unmasked Estep 
Score: -6786115.000000 Penalty: 12665.786133
	Iteration 76Q: 3 clusters Score -6786115 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
Score: -6786132.000000 Penalty: 12665.786133
	Iteration 77Q: 3 clusters Score -6786132 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
Score: -6786138.000000 Penalty: 12665.786133
	Iteration 78Q: 3 clusters Score -6786138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 27341 members 
Entering Unmasked Estep 
Score: -6786146.500000 Penalty: 12665.786133
	Iteration 79Q: 3 clusters Score -6786146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 27353 members 
Entering Unmasked Estep 
Score: -6786156.500000 Penalty: 12665.786133
	Iteration 80F: 3 clusters Score -6786156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -6786159.000000 Penalty: 12665.786133
	Iteration 81Q: 3 clusters Score -6786159 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 27373 members 
Entering Unmasked Estep 
Score: -6786150.000000 Penalty: 12665.786133
	Iteration 82Q: 3 clusters Score -6786150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -6786153.500000 Penalty: 12665.786133
	Iteration 83Q: 3 clusters Score -6786154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 27397 members 
Entering Unmasked Estep 
Score: -6786157.000000 Penalty: 12665.786133
	Iteration 84Q: 3 clusters Score -6786157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -6786158.500000 Penalty: 12665.786133
	Iteration 85Q: 3 clusters Score -6786158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 27413 members 
Entering Unmasked Estep 
Score: -6786172.500000 Penalty: 12665.786133
	Iteration 86Q: 3 clusters Score -6786172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
Score: -6786164.500000 Penalty: 12665.786133
	Iteration 87Q: 3 clusters Score -6786164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
Score: -6786161.500000 Penalty: 12665.786133
	Iteration 88Q: 3 clusters Score -6786162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -6786177.500000 Penalty: 12665.786133
	Iteration 89Q: 3 clusters Score -6786178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -6786168.000000 Penalty: 12665.786133
	Iteration 90Q: 3 clusters Score -6786168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 27447 members 
Entering Unmasked Estep 
Score: -6786176.000000 Penalty: 12665.786133
	Iteration 91Q: 3 clusters Score -6786176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 27450 members 
Entering Unmasked Estep 
Score: -6786177.000000 Penalty: 12665.786133
	Iteration 92Q: 3 clusters Score -6786177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -6786178.000000 Penalty: 12665.786133
	Iteration 93Q: 3 clusters Score -6786178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -6786185.000000 Penalty: 12665.786133
	Iteration 94Q: 3 clusters Score -6786185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -6786181.000000 Penalty: 12665.786133
	Iteration 95Q: 3 clusters Score -6786181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -6786180.500000 Penalty: 12665.786133
	Iteration 96Q: 3 clusters Score -6786180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -6786180.000000 Penalty: 12665.786133
	Iteration 97Q: 3 clusters Score -6786180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -6786188.000000 Penalty: 12665.786133
	Iteration 98Q: 3 clusters Score -6786188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 27465 members 
Entering Unmasked Estep 
Score: -6786187.500000 Penalty: 12665.786133
	Iteration 99Q: 3 clusters Score -6786188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 27466 members 
Entering Unmasked Estep 
Score: -6786183.500000 Penalty: 12665.786133
	Iteration 100F: 3 clusters Score -6786184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -6786186.000000 Penalty: 12665.786133
	Iteration 101Q: 3 clusters Score -6786186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -6786186.000000 Penalty: 12665.786133
	Iteration 102F: 3 clusters Score -6786186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Entering Unmasked Estep 
Score: -654444.812500 Penalty: 4904.919922
	Iteration 0F: 2 clusters Score -654444.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -648815.250000 Penalty: 9809.839844
	Iteration 0F: 3 clusters Score -648815.2 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -650090.187500 Penalty: 9809.839844
	Iteration 1F: 3 clusters Score -650090.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -650852.125000 Penalty: 9809.839844
	Iteration 2F: 3 clusters Score -650852.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -651521.562500 Penalty: 9809.839844
	Iteration 3F: 3 clusters Score -651521.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -652154.062500 Penalty: 9809.839844
	Iteration 4F: 3 clusters Score -652154.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -652719.250000 Penalty: 9809.839844
	Iteration 5F: 3 clusters Score -652719.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -653193.125000 Penalty: 9809.839844
	Iteration 6Q: 3 clusters Score -653193.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -653538.687500 Penalty: 9809.839844
	Iteration 7Q: 3 clusters Score -653538.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -653775.250000 Penalty: 9809.839844
	Iteration 8Q: 3 clusters Score -653775.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -653966.187500 Penalty: 9809.839844
	Iteration 9Q: 3 clusters Score -653966.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -654147.437500 Penalty: 9809.839844
	Iteration 10Q: 3 clusters Score -654147.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -654541.500000 Penalty: 9809.839844
	Iteration 11Q: 3 clusters Score -654541.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -655572.437500 Penalty: 9809.839844
	Iteration 12Q: 3 clusters Score -655572.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -656167.687500 Penalty: 9809.839844
	Iteration 13Q: 3 clusters Score -656167.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -656454.562500 Penalty: 9809.839844
	Iteration 14Q: 3 clusters Score -656454.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -656567.937500 Penalty: 9809.839844
	Iteration 15Q: 3 clusters Score -656567.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -656584.437500 Penalty: 9809.839844
	Iteration 16Q: 3 clusters Score -656584.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -656589.375000 Penalty: 9809.839844
	Iteration 17Q: 3 clusters Score -656589.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -656589.375000 Penalty: 9809.839844
	Iteration 18F: 3 clusters Score -656589.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 30928 members 
Mstep: Class 3 contains 1211 members 
Mstep: Class 4 contains 12158 members 
Mstep: Class 5 contains 6463 members 
Mstep: Class 6 contains 12205 members 
Mstep: Class 7 contains 20785 members 
Mstep: Class 8 contains 146982 members 
Mstep: Class 9 contains 10720 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69327 members 
Mstep: Class 12 contains 1799 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127521 members 
Mstep: Class 15 contains 17158 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22175 members 
Mstep: Class 18 contains 55063 members 
Mstep: Class 19 contains 18165 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 64060 members 
Mstep: Class 22 contains 5986 members 
Mstep: Class 23 contains 29407 members 
Mstep: Class 24 contains 13513 members 
Mstep: Class 25 contains 31203 members 
Mstep: Class 26 contains 1794 members 
Entering Unmasked Estep 
Score: -157247248.000000 Penalty: 214727.484375
Splitting cluster 3 changes total score from -157248640.000000 to -157247248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (12158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Entering Unmasked Estep 
Score: -2724474.000000 Penalty: 5761.017578
	Iteration 0F: 2 clusters Score -2724474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -2712782.750000 Penalty: 11522.035156
	Iteration 0F: 3 clusters Score -2712783 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -2715359.500000 Penalty: 11522.035156
	Iteration 1F: 3 clusters Score -2715360 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -2715867.500000 Penalty: 11522.035156
	Iteration 2F: 3 clusters Score -2715868 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -2716147.750000 Penalty: 11522.035156
	Iteration 3Q: 3 clusters Score -2716148 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -2716364.500000 Penalty: 11522.035156
	Iteration 4Q: 3 clusters Score -2716364 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -2716517.750000 Penalty: 11522.035156
	Iteration 5Q: 3 clusters Score -2716518 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -2716629.500000 Penalty: 11522.035156
	Iteration 6Q: 3 clusters Score -2716630 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -2716731.750000 Penalty: 11522.035156
	Iteration 7Q: 3 clusters Score -2716732 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -2716821.000000 Penalty: 11522.035156
	Iteration 8Q: 3 clusters Score -2716821 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -2716913.500000 Penalty: 11522.035156
	Iteration 9Q: 3 clusters Score -2716914 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -2716985.250000 Penalty: 11522.035156
	Iteration 10Q: 3 clusters Score -2716985 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -2717054.000000 Penalty: 11522.035156
	Iteration 11Q: 3 clusters Score -2717054 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -2717119.500000 Penalty: 11522.035156
	Iteration 12Q: 3 clusters Score -2717120 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -2717191.500000 Penalty: 11522.035156
	Iteration 13Q: 3 clusters Score -2717192 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -2717262.250000 Penalty: 11522.035156
	Iteration 14Q: 3 clusters Score -2717262 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -2717331.000000 Penalty: 11522.035156
	Iteration 15Q: 3 clusters Score -2717331 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -2717406.000000 Penalty: 11522.035156
	Iteration 16Q: 3 clusters Score -2717406 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -2717483.000000 Penalty: 11522.035156
	Iteration 17Q: 3 clusters Score -2717483 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -2717557.750000 Penalty: 11522.035156
	Iteration 18Q: 3 clusters Score -2717558 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -2717622.250000 Penalty: 11522.035156
	Iteration 19Q: 3 clusters Score -2717622 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -2717696.750000 Penalty: 11522.035156
	Iteration 20F: 3 clusters Score -2717697 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -2717787.750000 Penalty: 11522.035156
	Iteration 21Q: 3 clusters Score -2717788 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -2717884.750000 Penalty: 11522.035156
	Iteration 22Q: 3 clusters Score -2717885 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -2717984.500000 Penalty: 11522.035156
	Iteration 23Q: 3 clusters Score -2717984 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -2718101.000000 Penalty: 11522.035156
	Iteration 24Q: 3 clusters Score -2718101 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -2718233.500000 Penalty: 11522.035156
	Iteration 25Q: 3 clusters Score -2718234 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -2718357.000000 Penalty: 11522.035156
	Iteration 26Q: 3 clusters Score -2718357 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -2718483.750000 Penalty: 11522.035156
	Iteration 27Q: 3 clusters Score -2718484 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -2718634.250000 Penalty: 11522.035156
	Iteration 28Q: 3 clusters Score -2718634 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -2718799.250000 Penalty: 11522.035156
	Iteration 29Q: 3 clusters Score -2718799 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -2718937.500000 Penalty: 11522.035156
	Iteration 30Q: 3 clusters Score -2718938 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -2719057.500000 Penalty: 11522.035156
	Iteration 31Q: 3 clusters Score -2719058 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -2719164.500000 Penalty: 11522.035156
	Iteration 32Q: 3 clusters Score -2719164 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -2719265.750000 Penalty: 11522.035156
	Iteration 33Q: 3 clusters Score -2719266 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -2719336.250000 Penalty: 11522.035156
	Iteration 34Q: 3 clusters Score -2719336 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -2719413.750000 Penalty: 11522.035156
	Iteration 35Q: 3 clusters Score -2719414 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -2719448.250000 Penalty: 11522.035156
	Iteration 36Q: 3 clusters Score -2719448 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -2719495.000000 Penalty: 11522.035156
	Iteration 37Q: 3 clusters Score -2719495 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -2719531.250000 Penalty: 11522.035156
	Iteration 38Q: 3 clusters Score -2719531 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -2719557.250000 Penalty: 11522.035156
	Iteration 39Q: 3 clusters Score -2719557 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -2719575.500000 Penalty: 11522.035156
	Iteration 40F: 3 clusters Score -2719576 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -2719594.500000 Penalty: 11522.035156
	Iteration 41Q: 3 clusters Score -2719594 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -2719604.500000 Penalty: 11522.035156
	Iteration 42Q: 3 clusters Score -2719604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -2719610.000000 Penalty: 11522.035156
	Iteration 43Q: 3 clusters Score -2719610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -2719617.750000 Penalty: 11522.035156
	Iteration 44Q: 3 clusters Score -2719618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -2719625.250000 Penalty: 11522.035156
	Iteration 45Q: 3 clusters Score -2719625 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -2719634.500000 Penalty: 11522.035156
	Iteration 46Q: 3 clusters Score -2719634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -2719644.750000 Penalty: 11522.035156
	Iteration 47Q: 3 clusters Score -2719645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -2719655.500000 Penalty: 11522.035156
	Iteration 48Q: 3 clusters Score -2719656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -2719659.000000 Penalty: 11522.035156
	Iteration 49Q: 3 clusters Score -2719659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -2719663.500000 Penalty: 11522.035156
	Iteration 50Q: 3 clusters Score -2719664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -2719669.500000 Penalty: 11522.035156
	Iteration 51Q: 3 clusters Score -2719670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -2719678.250000 Penalty: 11522.035156
	Iteration 52Q: 3 clusters Score -2719678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -2719684.000000 Penalty: 11522.035156
	Iteration 53Q: 3 clusters Score -2719684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -2719681.500000 Penalty: 11522.035156
	Iteration 54Q: 3 clusters Score -2719682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -2719693.750000 Penalty: 11522.035156
	Iteration 55Q: 3 clusters Score -2719694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -2719700.250000 Penalty: 11522.035156
	Iteration 56Q: 3 clusters Score -2719700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -2719708.000000 Penalty: 11522.035156
	Iteration 57Q: 3 clusters Score -2719708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -2719706.750000 Penalty: 11522.035156
	Iteration 58Q: 3 clusters Score -2719707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -2719705.250000 Penalty: 11522.035156
	Iteration 59Q: 3 clusters Score -2719705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -2719706.250000 Penalty: 11522.035156
	Iteration 60F: 3 clusters Score -2719706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -2719708.750000 Penalty: 11522.035156
	Iteration 61Q: 3 clusters Score -2719709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -2719709.750000 Penalty: 11522.035156
	Iteration 62Q: 3 clusters Score -2719710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -2719712.250000 Penalty: 11522.035156
	Iteration 63Q: 3 clusters Score -2719712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -2719712.250000 Penalty: 11522.035156
	Iteration 64F: 3 clusters Score -2719712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Entering Unmasked Estep 
Score: -1441232.375000 Penalty: 5373.982422
	Iteration 0F: 2 clusters Score -1441232 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 3276 members 
Entering Unmasked Estep 
Score: -1433200.625000 Penalty: 10747.964844
	Iteration 0F: 3 clusters Score -1433201 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1434597.625000 Penalty: 10747.964844
	Iteration 1F: 3 clusters Score -1434598 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1434940.500000 Penalty: 10747.964844
	Iteration 2F: 3 clusters Score -1434940 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1435153.875000 Penalty: 10747.964844
	Iteration 3Q: 3 clusters Score -1435154 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1435282.500000 Penalty: 10747.964844
	Iteration 4Q: 3 clusters Score -1435282 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1435378.125000 Penalty: 10747.964844
	Iteration 5Q: 3 clusters Score -1435378 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1435447.625000 Penalty: 10747.964844
	Iteration 6Q: 3 clusters Score -1435448 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1435504.000000 Penalty: 10747.964844
	Iteration 7Q: 3 clusters Score -1435504 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1435561.500000 Penalty: 10747.964844
	Iteration 8Q: 3 clusters Score -1435562 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1435612.125000 Penalty: 10747.964844
	Iteration 9Q: 3 clusters Score -1435612 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1435665.125000 Penalty: 10747.964844
	Iteration 10Q: 3 clusters Score -1435665 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1435708.500000 Penalty: 10747.964844
	Iteration 11Q: 3 clusters Score -1435708 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1435762.750000 Penalty: 10747.964844
	Iteration 12Q: 3 clusters Score -1435763 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1435818.625000 Penalty: 10747.964844
	Iteration 13Q: 3 clusters Score -1435819 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1435880.375000 Penalty: 10747.964844
	Iteration 14Q: 3 clusters Score -1435880 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1435964.750000 Penalty: 10747.964844
	Iteration 15Q: 3 clusters Score -1435965 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1436069.250000 Penalty: 10747.964844
	Iteration 16Q: 3 clusters Score -1436069 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1436163.250000 Penalty: 10747.964844
	Iteration 17Q: 3 clusters Score -1436163 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1436268.500000 Penalty: 10747.964844
	Iteration 18Q: 3 clusters Score -1436268 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1436390.250000 Penalty: 10747.964844
	Iteration 19Q: 3 clusters Score -1436390 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1436520.750000 Penalty: 10747.964844
	Iteration 20F: 3 clusters Score -1436521 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1436645.375000 Penalty: 10747.964844
	Iteration 21Q: 3 clusters Score -1436645 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1436770.500000 Penalty: 10747.964844
	Iteration 22Q: 3 clusters Score -1436770 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1436918.250000 Penalty: 10747.964844
	Iteration 23Q: 3 clusters Score -1436918 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1437088.875000 Penalty: 10747.964844
	Iteration 24Q: 3 clusters Score -1437089 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1437235.250000 Penalty: 10747.964844
	Iteration 25Q: 3 clusters Score -1437235 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1437395.000000 Penalty: 10747.964844
	Iteration 26Q: 3 clusters Score -1437395 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1437543.750000 Penalty: 10747.964844
	Iteration 27Q: 3 clusters Score -1437544 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1437673.375000 Penalty: 10747.964844
	Iteration 28Q: 3 clusters Score -1437673 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1437762.875000 Penalty: 10747.964844
	Iteration 29Q: 3 clusters Score -1437763 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1437825.500000 Penalty: 10747.964844
	Iteration 30Q: 3 clusters Score -1437826 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1437867.000000 Penalty: 10747.964844
	Iteration 31Q: 3 clusters Score -1437867 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1437901.375000 Penalty: 10747.964844
	Iteration 32Q: 3 clusters Score -1437901 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1437923.875000 Penalty: 10747.964844
	Iteration 33Q: 3 clusters Score -1437924 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1437939.875000 Penalty: 10747.964844
	Iteration 34Q: 3 clusters Score -1437940 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1437952.250000 Penalty: 10747.964844
	Iteration 35Q: 3 clusters Score -1437952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1437964.250000 Penalty: 10747.964844
	Iteration 36Q: 3 clusters Score -1437964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1437969.375000 Penalty: 10747.964844
	Iteration 37Q: 3 clusters Score -1437969 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1437976.250000 Penalty: 10747.964844
	Iteration 38Q: 3 clusters Score -1437976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1437984.000000 Penalty: 10747.964844
	Iteration 39Q: 3 clusters Score -1437984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1437990.875000 Penalty: 10747.964844
	Iteration 40F: 3 clusters Score -1437991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1437993.125000 Penalty: 10747.964844
	Iteration 41Q: 3 clusters Score -1437993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1437997.750000 Penalty: 10747.964844
	Iteration 42Q: 3 clusters Score -1437998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1437999.750000 Penalty: 10747.964844
	Iteration 43Q: 3 clusters Score -1438000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1438000.875000 Penalty: 10747.964844
	Iteration 44Q: 3 clusters Score -1438001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1438000.875000 Penalty: 10747.964844
	Iteration 45F: 3 clusters Score -1438001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Entering Unmasked Estep 
Score: -2738514.500000 Penalty: 5763.380859
	Iteration 0F: 2 clusters Score -2738514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -2726871.500000 Penalty: 11526.761719
	Iteration 0F: 3 clusters Score -2726872 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -2729432.500000 Penalty: 11526.761719
	Iteration 1F: 3 clusters Score -2729432 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -2729874.250000 Penalty: 11526.761719
	Iteration 2F: 3 clusters Score -2729874 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -2730174.500000 Penalty: 11526.761719
	Iteration 3Q: 3 clusters Score -2730174 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -2730368.500000 Penalty: 11526.761719
	Iteration 4Q: 3 clusters Score -2730368 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -2730520.500000 Penalty: 11526.761719
	Iteration 5Q: 3 clusters Score -2730520 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -2730639.750000 Penalty: 11526.761719
	Iteration 6Q: 3 clusters Score -2730640 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -2730747.250000 Penalty: 11526.761719
	Iteration 7Q: 3 clusters Score -2730747 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -2730821.750000 Penalty: 11526.761719
	Iteration 8Q: 3 clusters Score -2730822 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -2730901.500000 Penalty: 11526.761719
	Iteration 9Q: 3 clusters Score -2730902 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -2730962.750000 Penalty: 11526.761719
	Iteration 10Q: 3 clusters Score -2730963 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -2731029.750000 Penalty: 11526.761719
	Iteration 11Q: 3 clusters Score -2731030 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -2731095.000000 Penalty: 11526.761719
	Iteration 12Q: 3 clusters Score -2731095 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -2731147.750000 Penalty: 11526.761719
	Iteration 13Q: 3 clusters Score -2731148 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -2731200.250000 Penalty: 11526.761719
	Iteration 14Q: 3 clusters Score -2731200 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -2731243.000000 Penalty: 11526.761719
	Iteration 15Q: 3 clusters Score -2731243 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -2731284.750000 Penalty: 11526.761719
	Iteration 16Q: 3 clusters Score -2731285 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -2731306.000000 Penalty: 11526.761719
	Iteration 17Q: 3 clusters Score -2731306 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -2731336.500000 Penalty: 11526.761719
	Iteration 18Q: 3 clusters Score -2731336 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -2731356.500000 Penalty: 11526.761719
	Iteration 19Q: 3 clusters Score -2731356 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -2731383.250000 Penalty: 11526.761719
	Iteration 20F: 3 clusters Score -2731383 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -2731408.250000 Penalty: 11526.761719
	Iteration 21Q: 3 clusters Score -2731408 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -2731425.500000 Penalty: 11526.761719
	Iteration 22Q: 3 clusters Score -2731426 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -2731454.250000 Penalty: 11526.761719
	Iteration 23Q: 3 clusters Score -2731454 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -2731485.250000 Penalty: 11526.761719
	Iteration 24Q: 3 clusters Score -2731485 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -2731505.250000 Penalty: 11526.761719
	Iteration 25Q: 3 clusters Score -2731505 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -2731528.250000 Penalty: 11526.761719
	Iteration 26Q: 3 clusters Score -2731528 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -2731533.750000 Penalty: 11526.761719
	Iteration 27Q: 3 clusters Score -2731534 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -2731549.750000 Penalty: 11526.761719
	Iteration 28Q: 3 clusters Score -2731550 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -2731570.500000 Penalty: 11526.761719
	Iteration 29Q: 3 clusters Score -2731570 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -2731585.250000 Penalty: 11526.761719
	Iteration 30Q: 3 clusters Score -2731585 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -2731612.000000 Penalty: 11526.761719
	Iteration 31Q: 3 clusters Score -2731612 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -2731633.500000 Penalty: 11526.761719
	Iteration 32Q: 3 clusters Score -2731634 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -2731654.750000 Penalty: 11526.761719
	Iteration 33Q: 3 clusters Score -2731655 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -2731676.750000 Penalty: 11526.761719
	Iteration 34Q: 3 clusters Score -2731677 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -2731708.250000 Penalty: 11526.761719
	Iteration 35Q: 3 clusters Score -2731708 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -2731759.750000 Penalty: 11526.761719
	Iteration 36Q: 3 clusters Score -2731760 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -2731807.000000 Penalty: 11526.761719
	Iteration 37Q: 3 clusters Score -2731807 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -2731846.750000 Penalty: 11526.761719
	Iteration 38Q: 3 clusters Score -2731847 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -2731880.500000 Penalty: 11526.761719
	Iteration 39Q: 3 clusters Score -2731880 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -2731908.250000 Penalty: 11526.761719
	Iteration 40F: 3 clusters Score -2731908 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -2731935.000000 Penalty: 11526.761719
	Iteration 41Q: 3 clusters Score -2731935 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -2731963.500000 Penalty: 11526.761719
	Iteration 42Q: 3 clusters Score -2731964 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -2731989.000000 Penalty: 11526.761719
	Iteration 43Q: 3 clusters Score -2731989 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -2732016.000000 Penalty: 11526.761719
	Iteration 44Q: 3 clusters Score -2732016 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -2732049.000000 Penalty: 11526.761719
	Iteration 45Q: 3 clusters Score -2732049 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -2732086.000000 Penalty: 11526.761719
	Iteration 46Q: 3 clusters Score -2732086 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -2732102.750000 Penalty: 11526.761719
	Iteration 47Q: 3 clusters Score -2732103 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -2732119.250000 Penalty: 11526.761719
	Iteration 48Q: 3 clusters Score -2732119 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -2732142.500000 Penalty: 11526.761719
	Iteration 49Q: 3 clusters Score -2732142 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -2732160.250000 Penalty: 11526.761719
	Iteration 50Q: 3 clusters Score -2732160 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -2732184.500000 Penalty: 11526.761719
	Iteration 51Q: 3 clusters Score -2732184 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -2732192.000000 Penalty: 11526.761719
	Iteration 52Q: 3 clusters Score -2732192 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -2732211.000000 Penalty: 11526.761719
	Iteration 53Q: 3 clusters Score -2732211 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -2732230.250000 Penalty: 11526.761719
	Iteration 54Q: 3 clusters Score -2732230 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -2732233.250000 Penalty: 11526.761719
	Iteration 55Q: 3 clusters Score -2732233 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -2732238.750000 Penalty: 11526.761719
	Iteration 56Q: 3 clusters Score -2732239 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -2732248.750000 Penalty: 11526.761719
	Iteration 57Q: 3 clusters Score -2732249 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -2732260.250000 Penalty: 11526.761719
	Iteration 58Q: 3 clusters Score -2732260 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -2732268.500000 Penalty: 11526.761719
	Iteration 59Q: 3 clusters Score -2732268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -2732270.500000 Penalty: 11526.761719
	Iteration 60F: 3 clusters Score -2732270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -2732278.000000 Penalty: 11526.761719
	Iteration 61Q: 3 clusters Score -2732278 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -2732278.500000 Penalty: 11526.761719
	Iteration 62Q: 3 clusters Score -2732278 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -2732280.750000 Penalty: 11526.761719
	Iteration 63Q: 3 clusters Score -2732281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -2732282.250000 Penalty: 11526.761719
	Iteration 64Q: 3 clusters Score -2732282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -2732290.000000 Penalty: 11526.761719
	Iteration 65Q: 3 clusters Score -2732290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -2732291.500000 Penalty: 11526.761719
	Iteration 66Q: 3 clusters Score -2732292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -2732293.750000 Penalty: 11526.761719
	Iteration 67Q: 3 clusters Score -2732294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -2732288.750000 Penalty: 11526.761719
	Iteration 68Q: 3 clusters Score -2732289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -2732293.000000 Penalty: 11526.761719
	Iteration 69Q: 3 clusters Score -2732293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -2732289.000000 Penalty: 11526.761719
	Iteration 70Q: 3 clusters Score -2732289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -2732290.750000 Penalty: 11526.761719
	Iteration 71Q: 3 clusters Score -2732291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -2732291.250000 Penalty: 11526.761719
	Iteration 72Q: 3 clusters Score -2732291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -2732294.500000 Penalty: 11526.761719
	Iteration 73Q: 3 clusters Score -2732294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -2732296.250000 Penalty: 11526.761719
	Iteration 74Q: 3 clusters Score -2732296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -2732295.750000 Penalty: 11526.761719
	Iteration 75Q: 3 clusters Score -2732296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -2732297.000000 Penalty: 11526.761719
	Iteration 76Q: 3 clusters Score -2732297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -2732298.500000 Penalty: 11526.761719
	Iteration 77Q: 3 clusters Score -2732298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -2732295.750000 Penalty: 11526.761719
	Iteration 78Q: 3 clusters Score -2732296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -2732298.250000 Penalty: 11526.761719
	Iteration 79Q: 3 clusters Score -2732298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -2732299.750000 Penalty: 11526.761719
	Iteration 80F: 3 clusters Score -2732300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -2732300.500000 Penalty: 11526.761719
	Iteration 81Q: 3 clusters Score -2732300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -2732297.750000 Penalty: 11526.761719
	Iteration 82Q: 3 clusters Score -2732298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -2732301.500000 Penalty: 11526.761719
	Iteration 83Q: 3 clusters Score -2732302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -2732303.000000 Penalty: 11526.761719
	Iteration 84Q: 3 clusters Score -2732303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -2732306.500000 Penalty: 11526.761719
	Iteration 85Q: 3 clusters Score -2732306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -2732303.250000 Penalty: 11526.761719
	Iteration 86Q: 3 clusters Score -2732303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -2732310.500000 Penalty: 11526.761719
	Iteration 87Q: 3 clusters Score -2732310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -2732308.750000 Penalty: 11526.761719
	Iteration 88Q: 3 clusters Score -2732309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -2732306.250000 Penalty: 11526.761719
	Iteration 89Q: 3 clusters Score -2732306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -2732309.000000 Penalty: 11526.761719
	Iteration 90Q: 3 clusters Score -2732309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -2732308.500000 Penalty: 11526.761719
	Iteration 91Q: 3 clusters Score -2732308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -2732307.000000 Penalty: 11526.761719
	Iteration 92Q: 3 clusters Score -2732307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -2732307.250000 Penalty: 11526.761719
	Iteration 93Q: 3 clusters Score -2732307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -2732310.000000 Penalty: 11526.761719
	Iteration 94Q: 3 clusters Score -2732310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -2732311.250000 Penalty: 11526.761719
	Iteration 95Q: 3 clusters Score -2732311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -2732310.250000 Penalty: 11526.761719
	Iteration 96Q: 3 clusters Score -2732310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -2732311.500000 Penalty: 11526.761719
	Iteration 97Q: 3 clusters Score -2732312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -2732309.000000 Penalty: 11526.761719
	Iteration 98Q: 3 clusters Score -2732309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -2732309.000000 Penalty: 11526.761719
	Iteration 99F: 3 clusters Score -2732309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Entering Unmasked Estep 
Score: -4463328.500000 Penalty: 6089.467285
	Iteration 0F: 2 clusters Score -4463328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -4446191.500000 Penalty: 12178.934570
	Iteration 0F: 3 clusters Score -4446192 nChanged 8438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -4450870.000000 Penalty: 12178.934570
	Iteration 1F: 3 clusters Score -4450870 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -4451682.500000 Penalty: 12178.934570
	Iteration 2F: 3 clusters Score -4451682 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -4452299.500000 Penalty: 12178.934570
	Iteration 3F: 3 clusters Score -4452300 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -4452805.500000 Penalty: 12178.934570
	Iteration 4Q: 3 clusters Score -4452806 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -4453297.000000 Penalty: 12178.934570
	Iteration 5Q: 3 clusters Score -4453297 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -4453763.500000 Penalty: 12178.934570
	Iteration 6Q: 3 clusters Score -4453764 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -4454190.500000 Penalty: 12178.934570
	Iteration 7Q: 3 clusters Score -4454190 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -4454622.500000 Penalty: 12178.934570
	Iteration 8Q: 3 clusters Score -4454622 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -4455020.500000 Penalty: 12178.934570
	Iteration 9Q: 3 clusters Score -4455020 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -4455411.500000 Penalty: 12178.934570
	Iteration 10Q: 3 clusters Score -4455412 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -4455767.000000 Penalty: 12178.934570
	Iteration 11Q: 3 clusters Score -4455767 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -4456179.500000 Penalty: 12178.934570
	Iteration 12Q: 3 clusters Score -4456180 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -4456557.500000 Penalty: 12178.934570
	Iteration 13Q: 3 clusters Score -4456558 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -4456861.500000 Penalty: 12178.934570
	Iteration 14Q: 3 clusters Score -4456862 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -4457128.500000 Penalty: 12178.934570
	Iteration 15Q: 3 clusters Score -4457128 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -4457414.500000 Penalty: 12178.934570
	Iteration 16Q: 3 clusters Score -4457414 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -4457680.000000 Penalty: 12178.934570
	Iteration 17Q: 3 clusters Score -4457680 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -4457913.500000 Penalty: 12178.934570
	Iteration 18Q: 3 clusters Score -4457914 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -4458113.500000 Penalty: 12178.934570
	Iteration 19Q: 3 clusters Score -4458114 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -4458297.500000 Penalty: 12178.934570
	Iteration 20F: 3 clusters Score -4458298 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -4458427.000000 Penalty: 12178.934570
	Iteration 21Q: 3 clusters Score -4458427 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -4458507.000000 Penalty: 12178.934570
	Iteration 22Q: 3 clusters Score -4458507 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -4458622.500000 Penalty: 12178.934570
	Iteration 23Q: 3 clusters Score -4458622 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -4458723.000000 Penalty: 12178.934570
	Iteration 24Q: 3 clusters Score -4458723 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -4458831.000000 Penalty: 12178.934570
	Iteration 25Q: 3 clusters Score -4458831 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -4458910.000000 Penalty: 12178.934570
	Iteration 26Q: 3 clusters Score -4458910 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -4458974.500000 Penalty: 12178.934570
	Iteration 27Q: 3 clusters Score -4458974 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -4459031.500000 Penalty: 12178.934570
	Iteration 28Q: 3 clusters Score -4459032 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -4459089.000000 Penalty: 12178.934570
	Iteration 29Q: 3 clusters Score -4459089 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -4459115.500000 Penalty: 12178.934570
	Iteration 30Q: 3 clusters Score -4459116 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -4459131.000000 Penalty: 12178.934570
	Iteration 31Q: 3 clusters Score -4459131 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -4459166.500000 Penalty: 12178.934570
	Iteration 32Q: 3 clusters Score -4459166 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -4459167.500000 Penalty: 12178.934570
	Iteration 33Q: 3 clusters Score -4459168 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -4459195.000000 Penalty: 12178.934570
	Iteration 34Q: 3 clusters Score -4459195 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -4459208.500000 Penalty: 12178.934570
	Iteration 35Q: 3 clusters Score -4459208 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -4459208.500000 Penalty: 12178.934570
	Iteration 36Q: 3 clusters Score -4459208 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -4459219.500000 Penalty: 12178.934570
	Iteration 37Q: 3 clusters Score -4459220 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -4459221.000000 Penalty: 12178.934570
	Iteration 38Q: 3 clusters Score -4459221 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -4459227.500000 Penalty: 12178.934570
	Iteration 39Q: 3 clusters Score -4459228 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -4459242.500000 Penalty: 12178.934570
	Iteration 40F: 3 clusters Score -4459242 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -4459245.000000 Penalty: 12178.934570
	Iteration 41Q: 3 clusters Score -4459245 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -4459246.000000 Penalty: 12178.934570
	Iteration 42Q: 3 clusters Score -4459246 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -4459252.500000 Penalty: 12178.934570
	Iteration 43Q: 3 clusters Score -4459252 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -4459253.500000 Penalty: 12178.934570
	Iteration 44Q: 3 clusters Score -4459254 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -4459260.500000 Penalty: 12178.934570
	Iteration 45Q: 3 clusters Score -4459260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -4459273.500000 Penalty: 12178.934570
	Iteration 46Q: 3 clusters Score -4459274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -4459283.000000 Penalty: 12178.934570
	Iteration 47Q: 3 clusters Score -4459283 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -4459285.000000 Penalty: 12178.934570
	Iteration 48Q: 3 clusters Score -4459285 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -4459291.000000 Penalty: 12178.934570
	Iteration 49Q: 3 clusters Score -4459291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -4459296.500000 Penalty: 12178.934570
	Iteration 50Q: 3 clusters Score -4459296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -4459299.000000 Penalty: 12178.934570
	Iteration 51Q: 3 clusters Score -4459299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -4459295.500000 Penalty: 12178.934570
	Iteration 52Q: 3 clusters Score -4459296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -4459295.500000 Penalty: 12178.934570
	Iteration 53Q: 3 clusters Score -4459296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -4459293.000000 Penalty: 12178.934570
	Iteration 54Q: 3 clusters Score -4459293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -4459293.000000 Penalty: 12178.934570
	Iteration 55F: 3 clusters Score -4459293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (146982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146982 members 
Entering Unmasked Estep 
Score: -32582778.000000 Penalty: 7287.564941
	Iteration 0F: 2 clusters Score -3.258278e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73272 members 
Mstep: Class 2 contains 73710 members 
Entering Unmasked Estep 
Score: -32483266.000000 Penalty: 14575.129883
	Iteration 0F: 3 clusters Score -3.248327e+07 nChanged 68474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71152 members 
Mstep: Class 2 contains 75830 members 
Entering Unmasked Estep 
Score: -32521466.000000 Penalty: 14575.129883
	Iteration 1F: 3 clusters Score -3.252147e+07 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69623 members 
Mstep: Class 2 contains 77359 members 
Entering Unmasked Estep 
Score: -32522942.000000 Penalty: 14575.129883
	Iteration 2Q: 3 clusters Score -3.252294e+07 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67352 members 
Mstep: Class 2 contains 79630 members 
Entering Unmasked Estep 
Score: -32524556.000000 Penalty: 14575.129883
	Iteration 3Q: 3 clusters Score -3.252456e+07 nChanged 5842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64004 members 
Mstep: Class 2 contains 82978 members 
Entering Unmasked Estep 
Score: -32526652.000000 Penalty: 14575.129883
	Iteration 4Q: 3 clusters Score -3.252665e+07 nChanged 6629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59211 members 
Mstep: Class 2 contains 87771 members 
Entering Unmasked Estep 
Score: -32529226.000000 Penalty: 14575.129883
	Iteration 5Q: 3 clusters Score -3.252923e+07 nChanged 7942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52485 members 
Mstep: Class 2 contains 94497 members 
Entering Unmasked Estep 
Score: -32533558.000000 Penalty: 14575.129883
	Iteration 6F: 3 clusters Score -3.253356e+07 nChanged 9664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43615 members 
Mstep: Class 2 contains 103367 members 
Entering Unmasked Estep 
Score: -32540372.000000 Penalty: 14575.129883
	Iteration 7F: 3 clusters Score -3.254037e+07 nChanged 11032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33089 members 
Mstep: Class 2 contains 113893 members 
Entering Unmasked Estep 
Score: -32549404.000000 Penalty: 14575.129883
	Iteration 8F: 3 clusters Score -3.25494e+07 nChanged 10748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 124365 members 
Entering Unmasked Estep 
Score: -32558578.000000 Penalty: 14575.129883
	Iteration 9F: 3 clusters Score -3.255858e+07 nChanged 8695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 132942 members 
Entering Unmasked Estep 
Score: -32566182.000000 Penalty: 14575.129883
	Iteration 10F: 3 clusters Score -3.256618e+07 nChanged 5917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 138775 members 
Entering Unmasked Estep 
Score: -32571530.000000 Penalty: 14575.129883
	Iteration 11Q: 3 clusters Score -3.257153e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 142036 members 
Entering Unmasked Estep 
Score: -32574094.000000 Penalty: 14575.129883
	Iteration 12Q: 3 clusters Score -3.257409e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 143700 members 
Entering Unmasked Estep 
Score: -32575248.000000 Penalty: 14575.129883
	Iteration 13Q: 3 clusters Score -3.257525e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 144501 members 
Entering Unmasked Estep 
Score: -32575702.000000 Penalty: 14575.129883
	Iteration 14Q: 3 clusters Score -3.25757e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 144899 members 
Entering Unmasked Estep 
Score: -32575996.000000 Penalty: 14575.129883
	Iteration 15Q: 3 clusters Score -3.2576e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 145110 members 
Entering Unmasked Estep 
Score: -32576180.000000 Penalty: 14575.129883
	Iteration 16Q: 3 clusters Score -3.257618e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 145232 members 
Entering Unmasked Estep 
Score: -32576334.000000 Penalty: 14575.129883
	Iteration 17Q: 3 clusters Score -3.257633e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 145317 members 
Entering Unmasked Estep 
Score: -32576438.000000 Penalty: 14575.129883
	Iteration 18Q: 3 clusters Score -3.257644e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 145379 members 
Entering Unmasked Estep 
Score: -32576426.000000 Penalty: 14575.129883
	Iteration 19Q: 3 clusters Score -3.257643e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 145421 members 
Entering Unmasked Estep 
Score: -32576536.000000 Penalty: 14575.129883
	Iteration 20F: 3 clusters Score -3.257654e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 145454 members 
Entering Unmasked Estep 
Score: -32576558.000000 Penalty: 14575.129883
	Iteration 21Q: 3 clusters Score -3.257656e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 145479 members 
Entering Unmasked Estep 
Score: -32576602.000000 Penalty: 14575.129883
	Iteration 22Q: 3 clusters Score -3.25766e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 145502 members 
Entering Unmasked Estep 
Score: -32576642.000000 Penalty: 14575.129883
	Iteration 23Q: 3 clusters Score -3.257664e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 145509 members 
Entering Unmasked Estep 
Score: -32576658.000000 Penalty: 14575.129883
	Iteration 24Q: 3 clusters Score -3.257666e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 145510 members 
Entering Unmasked Estep 
Score: -32576674.000000 Penalty: 14575.129883
	Iteration 25Q: 3 clusters Score -3.257667e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 145514 members 
Entering Unmasked Estep 
Score: -32576666.000000 Penalty: 14575.129883
	Iteration 26Q: 3 clusters Score -3.257667e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 145518 members 
Entering Unmasked Estep 
Score: -32576680.000000 Penalty: 14575.129883
	Iteration 27Q: 3 clusters Score -3.257668e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 145522 members 
Entering Unmasked Estep 
Score: -32576686.000000 Penalty: 14575.129883
	Iteration 28Q: 3 clusters Score -3.257669e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 145525 members 
Entering Unmasked Estep 
Score: -32576644.000000 Penalty: 14575.129883
	Iteration 29Q: 3 clusters Score -3.257664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 145525 members 
Entering Unmasked Estep 
Score: -32576676.000000 Penalty: 14575.129883
	Iteration 30Q: 3 clusters Score -3.257668e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 145526 members 
Entering Unmasked Estep 
Score: -32576678.000000 Penalty: 14575.129883
	Iteration 31Q: 3 clusters Score -3.257668e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 145526 members 
Entering Unmasked Estep 
Score: -32576678.000000 Penalty: 14575.129883
	Iteration 32F: 3 clusters Score -3.257668e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Entering Unmasked Estep 
Score: -2303289.000000 Penalty: 5683.917969
	Iteration 0F: 2 clusters Score -2303289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -2292554.500000 Penalty: 11367.835938
	Iteration 0F: 3 clusters Score -2292554 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -2295013.000000 Penalty: 11367.835938
	Iteration 1F: 3 clusters Score -2295013 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -2295584.250000 Penalty: 11367.835938
	Iteration 2F: 3 clusters Score -2295584 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -2296029.250000 Penalty: 11367.835938
	Iteration 3F: 3 clusters Score -2296029 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -2296536.000000 Penalty: 11367.835938
	Iteration 4Q: 3 clusters Score -2296536 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -2297151.250000 Penalty: 11367.835938
	Iteration 5Q: 3 clusters Score -2297151 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -2297817.750000 Penalty: 11367.835938
	Iteration 6Q: 3 clusters Score -2297818 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -2298315.000000 Penalty: 11367.835938
	Iteration 7Q: 3 clusters Score -2298315 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -2298671.250000 Penalty: 11367.835938
	Iteration 8Q: 3 clusters Score -2298671 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -2298916.250000 Penalty: 11367.835938
	Iteration 9Q: 3 clusters Score -2298916 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -2299108.750000 Penalty: 11367.835938
	Iteration 10Q: 3 clusters Score -2299109 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -2299250.000000 Penalty: 11367.835938
	Iteration 11Q: 3 clusters Score -2299250 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -2299357.750000 Penalty: 11367.835938
	Iteration 12Q: 3 clusters Score -2299358 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -2299437.500000 Penalty: 11367.835938
	Iteration 13Q: 3 clusters Score -2299438 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -2299507.500000 Penalty: 11367.835938
	Iteration 14Q: 3 clusters Score -2299508 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -2299578.000000 Penalty: 11367.835938
	Iteration 15Q: 3 clusters Score -2299578 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -2299649.250000 Penalty: 11367.835938
	Iteration 16Q: 3 clusters Score -2299649 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -2299726.000000 Penalty: 11367.835938
	Iteration 17Q: 3 clusters Score -2299726 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -2299804.000000 Penalty: 11367.835938
	Iteration 18Q: 3 clusters Score -2299804 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -2299885.000000 Penalty: 11367.835938
	Iteration 19Q: 3 clusters Score -2299885 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -2299973.750000 Penalty: 11367.835938
	Iteration 20F: 3 clusters Score -2299974 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -2300043.250000 Penalty: 11367.835938
	Iteration 21Q: 3 clusters Score -2300043 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -2300125.500000 Penalty: 11367.835938
	Iteration 22Q: 3 clusters Score -2300126 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -2300205.500000 Penalty: 11367.835938
	Iteration 23Q: 3 clusters Score -2300206 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -2300257.500000 Penalty: 11367.835938
	Iteration 24Q: 3 clusters Score -2300258 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -2300299.750000 Penalty: 11367.835938
	Iteration 25Q: 3 clusters Score -2300300 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -2300336.750000 Penalty: 11367.835938
	Iteration 26Q: 3 clusters Score -2300337 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -2300371.000000 Penalty: 11367.835938
	Iteration 27Q: 3 clusters Score -2300371 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -2300392.750000 Penalty: 11367.835938
	Iteration 28Q: 3 clusters Score -2300393 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -2300409.250000 Penalty: 11367.835938
	Iteration 29Q: 3 clusters Score -2300409 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -2300420.250000 Penalty: 11367.835938
	Iteration 30Q: 3 clusters Score -2300420 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -2300426.750000 Penalty: 11367.835938
	Iteration 31Q: 3 clusters Score -2300427 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -2300435.500000 Penalty: 11367.835938
	Iteration 32Q: 3 clusters Score -2300436 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -2300444.750000 Penalty: 11367.835938
	Iteration 33Q: 3 clusters Score -2300445 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -2300445.250000 Penalty: 11367.835938
	Iteration 34Q: 3 clusters Score -2300445 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -2300450.250000 Penalty: 11367.835938
	Iteration 35Q: 3 clusters Score -2300450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -2300455.250000 Penalty: 11367.835938
	Iteration 36Q: 3 clusters Score -2300455 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -2300454.250000 Penalty: 11367.835938
	Iteration 37Q: 3 clusters Score -2300454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -2300466.250000 Penalty: 11367.835938
	Iteration 38Q: 3 clusters Score -2300466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -2300470.500000 Penalty: 11367.835938
	Iteration 39Q: 3 clusters Score -2300470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -2300471.250000 Penalty: 11367.835938
	Iteration 40F: 3 clusters Score -2300471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -2300472.250000 Penalty: 11367.835938
	Iteration 41Q: 3 clusters Score -2300472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -2300473.500000 Penalty: 11367.835938
	Iteration 42Q: 3 clusters Score -2300474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -2300477.250000 Penalty: 11367.835938
	Iteration 43Q: 3 clusters Score -2300477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -2300478.000000 Penalty: 11367.835938
	Iteration 44Q: 3 clusters Score -2300478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -2300472.500000 Penalty: 11367.835938
	Iteration 45Q: 3 clusters Score -2300472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -2300474.500000 Penalty: 11367.835938
	Iteration 46Q: 3 clusters Score -2300474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -2300477.250000 Penalty: 11367.835938
	Iteration 47Q: 3 clusters Score -2300477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -2300473.000000 Penalty: 11367.835938
	Iteration 48Q: 3 clusters Score -2300473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -2300473.000000 Penalty: 11367.835938
	Iteration 49Q: 3 clusters Score -2300473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -2300477.000000 Penalty: 11367.835938
	Iteration 50Q: 3 clusters Score -2300477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -2300477.000000 Penalty: 11367.835938
	Iteration 51F: 3 clusters Score -2300477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Entering Unmasked Estep 
Score: -184289.203125 Penalty: 4209.812988
	Iteration 0F: 2 clusters Score -184289.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -180537.218750 Penalty: 8419.625977
	Iteration 0F: 3 clusters Score -180537.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -181211.781250 Penalty: 8419.625977
	Iteration 1F: 3 clusters Score -181211.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -181498.015625 Penalty: 8419.625977
	Iteration 2F: 3 clusters Score -181498 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -181676.015625 Penalty: 8419.625977
	Iteration 3Q: 3 clusters Score -181676 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -181760.281250 Penalty: 8419.625977
	Iteration 4Q: 3 clusters Score -181760.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -181801.203125 Penalty: 8419.625977
	Iteration 5Q: 3 clusters Score -181801.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -181838.703125 Penalty: 8419.625977
	Iteration 6Q: 3 clusters Score -181838.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -181883.937500 Penalty: 8419.625977
	Iteration 7Q: 3 clusters Score -181883.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -181912.921875 Penalty: 8419.625977
	Iteration 8Q: 3 clusters Score -181912.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -181927.953125 Penalty: 8419.625977
	Iteration 9Q: 3 clusters Score -181928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -182002.421875 Penalty: 8419.625977
	Iteration 10Q: 3 clusters Score -182002.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -182059.843750 Penalty: 8419.625977
	Iteration 11Q: 3 clusters Score -182059.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -182094.500000 Penalty: 8419.625977
	Iteration 12Q: 3 clusters Score -182094.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -182116.484375 Penalty: 8419.625977
	Iteration 13Q: 3 clusters Score -182116.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -182128.453125 Penalty: 8419.625977
	Iteration 14Q: 3 clusters Score -182128.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -182141.859375 Penalty: 8419.625977
	Iteration 15Q: 3 clusters Score -182141.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -182149.250000 Penalty: 8419.625977
	Iteration 16Q: 3 clusters Score -182149.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -182153.484375 Penalty: 8419.625977
	Iteration 17Q: 3 clusters Score -182153.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -182154.640625 Penalty: 8419.625977
	Iteration 18Q: 3 clusters Score -182154.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -182158.687500 Penalty: 8419.625977
	Iteration 19Q: 3 clusters Score -182158.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -182158.687500 Penalty: 8419.625977
	Iteration 20F: 3 clusters Score -182158.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (69327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69327 members 
Entering Unmasked Estep 
Score: -15494344.000000 Penalty: 6827.286133
	Iteration 0F: 2 clusters Score -1.549434e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34555 members 
Mstep: Class 2 contains 34772 members 
Entering Unmasked Estep 
Score: -15446362.000000 Penalty: 13654.572266
	Iteration 0F: 3 clusters Score -1.544636e+07 nChanged 31074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 35154 members 
Entering Unmasked Estep 
Score: -15463349.000000 Penalty: 13654.572266
	Iteration 1F: 3 clusters Score -1.546335e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34007 members 
Mstep: Class 2 contains 35320 members 
Entering Unmasked Estep 
Score: -15464845.000000 Penalty: 13654.572266
	Iteration 2Q: 3 clusters Score -1.546484e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33920 members 
Mstep: Class 2 contains 35407 members 
Entering Unmasked Estep 
Score: -15466510.000000 Penalty: 13654.572266
	Iteration 3Q: 3 clusters Score -1.546651e+07 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33924 members 
Mstep: Class 2 contains 35403 members 
Entering Unmasked Estep 
Score: -15467892.000000 Penalty: 13654.572266
	Iteration 4Q: 3 clusters Score -1.546789e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34106 members 
Mstep: Class 2 contains 35221 members 
Entering Unmasked Estep 
Score: -15469122.000000 Penalty: 13654.572266
	Iteration 5Q: 3 clusters Score -1.546912e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34488 members 
Mstep: Class 2 contains 34839 members 
Entering Unmasked Estep 
Score: -15470107.000000 Penalty: 13654.572266
	Iteration 6Q: 3 clusters Score -1.547011e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35078 members 
Mstep: Class 2 contains 34249 members 
Entering Unmasked Estep 
Score: -15471101.000000 Penalty: 13654.572266
	Iteration 7Q: 3 clusters Score -1.54711e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35703 members 
Mstep: Class 2 contains 33624 members 
Entering Unmasked Estep 
Score: -15472283.000000 Penalty: 13654.572266
	Iteration 8Q: 3 clusters Score -1.547228e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36534 members 
Mstep: Class 2 contains 32793 members 
Entering Unmasked Estep 
Score: -15473435.000000 Penalty: 13654.572266
	Iteration 9Q: 3 clusters Score -1.547344e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37585 members 
Mstep: Class 2 contains 31742 members 
Entering Unmasked Estep 
Score: -15474812.000000 Penalty: 13654.572266
	Iteration 10Q: 3 clusters Score -1.547481e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38752 members 
Mstep: Class 2 contains 30575 members 
Entering Unmasked Estep 
Score: -15476258.000000 Penalty: 13654.572266
	Iteration 11Q: 3 clusters Score -1.547626e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40017 members 
Mstep: Class 2 contains 29310 members 
Entering Unmasked Estep 
Score: -15477494.000000 Penalty: 13654.572266
	Iteration 12Q: 3 clusters Score -1.547749e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41200 members 
Mstep: Class 2 contains 28127 members 
Entering Unmasked Estep 
Score: -15478660.000000 Penalty: 13654.572266
	Iteration 13Q: 3 clusters Score -1.547866e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42318 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -15479903.000000 Penalty: 13654.572266
	Iteration 14Q: 3 clusters Score -1.54799e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43361 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -15480841.000000 Penalty: 13654.572266
	Iteration 15Q: 3 clusters Score -1.548084e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44389 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -15481669.000000 Penalty: 13654.572266
	Iteration 16Q: 3 clusters Score -1.548167e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45369 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -15482369.000000 Penalty: 13654.572266
	Iteration 17Q: 3 clusters Score -1.548237e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46316 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -15482857.000000 Penalty: 13654.572266
	Iteration 18Q: 3 clusters Score -1.548286e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47217 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -15483272.000000 Penalty: 13654.572266
	Iteration 19Q: 3 clusters Score -1.548327e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48077 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -15483522.000000 Penalty: 13654.572266
	Iteration 20F: 3 clusters Score -1.548352e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48903 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -15483739.000000 Penalty: 13654.572266
	Iteration 21Q: 3 clusters Score -1.548374e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49686 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -15483945.000000 Penalty: 13654.572266
	Iteration 22Q: 3 clusters Score -1.548394e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50510 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -15484192.000000 Penalty: 13654.572266
	Iteration 23Q: 3 clusters Score -1.548419e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51321 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -15484476.000000 Penalty: 13654.572266
	Iteration 24Q: 3 clusters Score -1.548448e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52098 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -15484657.000000 Penalty: 13654.572266
	Iteration 25Q: 3 clusters Score -1.548466e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52864 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -15484881.000000 Penalty: 13654.572266
	Iteration 26Q: 3 clusters Score -1.548488e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53614 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -15485110.000000 Penalty: 13654.572266
	Iteration 27Q: 3 clusters Score -1.548511e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54374 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -15485376.000000 Penalty: 13654.572266
	Iteration 28Q: 3 clusters Score -1.548538e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55124 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -15485616.000000 Penalty: 13654.572266
	Iteration 29Q: 3 clusters Score -1.548562e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55903 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -15485838.000000 Penalty: 13654.572266
	Iteration 30Q: 3 clusters Score -1.548584e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56678 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -15486082.000000 Penalty: 13654.572266
	Iteration 31Q: 3 clusters Score -1.548608e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57395 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -15486332.000000 Penalty: 13654.572266
	Iteration 32Q: 3 clusters Score -1.548633e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58106 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -15486651.000000 Penalty: 13654.572266
	Iteration 33Q: 3 clusters Score -1.548665e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58823 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -15487026.000000 Penalty: 13654.572266
	Iteration 34Q: 3 clusters Score -1.548703e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59564 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -15487343.000000 Penalty: 13654.572266
	Iteration 35Q: 3 clusters Score -1.548734e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60300 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -15487706.000000 Penalty: 13654.572266
	Iteration 36Q: 3 clusters Score -1.548771e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61035 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -15488190.000000 Penalty: 13654.572266
	Iteration 37Q: 3 clusters Score -1.548819e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61757 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -15488784.000000 Penalty: 13654.572266
	Iteration 38Q: 3 clusters Score -1.548878e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62385 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -15489250.000000 Penalty: 13654.572266
	Iteration 39Q: 3 clusters Score -1.548925e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62925 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -15489682.000000 Penalty: 13654.572266
	Iteration 40F: 3 clusters Score -1.548968e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63398 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -15489986.000000 Penalty: 13654.572266
	Iteration 41Q: 3 clusters Score -1.548999e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63821 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -15490216.000000 Penalty: 13654.572266
	Iteration 42Q: 3 clusters Score -1.549022e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64164 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -15490413.000000 Penalty: 13654.572266
	Iteration 43Q: 3 clusters Score -1.549041e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64434 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -15490551.000000 Penalty: 13654.572266
	Iteration 44Q: 3 clusters Score -1.549055e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64629 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -15490616.000000 Penalty: 13654.572266
	Iteration 45Q: 3 clusters Score -1.549062e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64791 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -15490652.000000 Penalty: 13654.572266
	Iteration 46Q: 3 clusters Score -1.549065e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64958 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -15490707.000000 Penalty: 13654.572266
	Iteration 47Q: 3 clusters Score -1.549071e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65103 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -15490810.000000 Penalty: 13654.572266
	Iteration 48Q: 3 clusters Score -1.549081e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65218 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -15490868.000000 Penalty: 13654.572266
	Iteration 49Q: 3 clusters Score -1.549087e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65302 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -15490858.000000 Penalty: 13654.572266
	Iteration 50Q: 3 clusters Score -1.549086e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65380 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -15490862.000000 Penalty: 13654.572266
	Iteration 51Q: 3 clusters Score -1.549086e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65449 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -15490913.000000 Penalty: 13654.572266
	Iteration 52Q: 3 clusters Score -1.549091e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65503 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -15490931.000000 Penalty: 13654.572266
	Iteration 53Q: 3 clusters Score -1.549093e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65558 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -15490960.000000 Penalty: 13654.572266
	Iteration 54Q: 3 clusters Score -1.549096e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65625 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -15490996.000000 Penalty: 13654.572266
	Iteration 55Q: 3 clusters Score -1.5491e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65693 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -15491006.000000 Penalty: 13654.572266
	Iteration 56Q: 3 clusters Score -1.549101e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65767 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -15491017.000000 Penalty: 13654.572266
	Iteration 57Q: 3 clusters Score -1.549102e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65845 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -15491085.000000 Penalty: 13654.572266
	Iteration 58Q: 3 clusters Score -1.549108e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65920 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -15491111.000000 Penalty: 13654.572266
	Iteration 59Q: 3 clusters Score -1.549111e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65981 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -15491098.000000 Penalty: 13654.572266
	Iteration 60F: 3 clusters Score -1.54911e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66048 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -15491140.000000 Penalty: 13654.572266
	Iteration 61Q: 3 clusters Score -1.549114e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66116 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -15491177.000000 Penalty: 13654.572266
	Iteration 62Q: 3 clusters Score -1.549118e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66209 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -15491263.000000 Penalty: 13654.572266
	Iteration 63Q: 3 clusters Score -1.549126e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66306 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -15491317.000000 Penalty: 13654.572266
	Iteration 64Q: 3 clusters Score -1.549132e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66399 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -15491371.000000 Penalty: 13654.572266
	Iteration 65Q: 3 clusters Score -1.549137e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66466 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -15491413.000000 Penalty: 13654.572266
	Iteration 66Q: 3 clusters Score -1.549141e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66521 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -15491483.000000 Penalty: 13654.572266
	Iteration 67Q: 3 clusters Score -1.549148e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66560 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -15491475.000000 Penalty: 13654.572266
	Iteration 68Q: 3 clusters Score -1.549148e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66598 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -15491521.000000 Penalty: 13654.572266
	Iteration 69Q: 3 clusters Score -1.549152e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66622 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -15491504.000000 Penalty: 13654.572266
	Iteration 70Q: 3 clusters Score -1.54915e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66637 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -15491528.000000 Penalty: 13654.572266
	Iteration 71Q: 3 clusters Score -1.549153e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66651 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -15491529.000000 Penalty: 13654.572266
	Iteration 72Q: 3 clusters Score -1.549153e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66666 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -15491526.000000 Penalty: 13654.572266
	Iteration 73Q: 3 clusters Score -1.549153e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66679 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -15491524.000000 Penalty: 13654.572266
	Iteration 74Q: 3 clusters Score -1.549152e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66684 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -15491531.000000 Penalty: 13654.572266
	Iteration 75Q: 3 clusters Score -1.549153e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66687 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -15491533.000000 Penalty: 13654.572266
	Iteration 76Q: 3 clusters Score -1.549153e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66688 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -15491534.000000 Penalty: 13654.572266
	Iteration 77Q: 3 clusters Score -1.549153e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66689 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -15491537.000000 Penalty: 13654.572266
	Iteration 78Q: 3 clusters Score -1.549154e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66689 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -15491537.000000 Penalty: 13654.572266
	Iteration 79F: 3 clusters Score -1.549154e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Entering Unmasked Estep 
Score: -371137.562500 Penalty: 4590.679199
	Iteration 0F: 2 clusters Score -371137.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -366478.937500 Penalty: 9181.358398
	Iteration 0F: 3 clusters Score -366478.9 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -367051.843750 Penalty: 9181.358398
	Iteration 1F: 3 clusters Score -367051.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -367279.718750 Penalty: 9181.358398
	Iteration 2F: 3 clusters Score -367279.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -367454.968750 Penalty: 9181.358398
	Iteration 3Q: 3 clusters Score -367455 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -367568.656250 Penalty: 9181.358398
	Iteration 4Q: 3 clusters Score -367568.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -367634.875000 Penalty: 9181.358398
	Iteration 5Q: 3 clusters Score -367634.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -367704.187500 Penalty: 9181.358398
	Iteration 6Q: 3 clusters Score -367704.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -367747.031250 Penalty: 9181.358398
	Iteration 7Q: 3 clusters Score -367747 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -367787.718750 Penalty: 9181.358398
	Iteration 8Q: 3 clusters Score -367787.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -367823.125000 Penalty: 9181.358398
	Iteration 9Q: 3 clusters Score -367823.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -367861.125000 Penalty: 9181.358398
	Iteration 10Q: 3 clusters Score -367861.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -367898.062500 Penalty: 9181.358398
	Iteration 11Q: 3 clusters Score -367898.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -367937.562500 Penalty: 9181.358398
	Iteration 12Q: 3 clusters Score -367937.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -367975.156250 Penalty: 9181.358398
	Iteration 13Q: 3 clusters Score -367975.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -368014.843750 Penalty: 9181.358398
	Iteration 14Q: 3 clusters Score -368014.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -368048.937500 Penalty: 9181.358398
	Iteration 15Q: 3 clusters Score -368048.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -368117.031250 Penalty: 9181.358398
	Iteration 16Q: 3 clusters Score -368117 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -368204.093750 Penalty: 9181.358398
	Iteration 17Q: 3 clusters Score -368204.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -368266.093750 Penalty: 9181.358398
	Iteration 18Q: 3 clusters Score -368266.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -368352.281250 Penalty: 9181.358398
	Iteration 19Q: 3 clusters Score -368352.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -368515.843750 Penalty: 9181.358398
	Iteration 20F: 3 clusters Score -368515.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -368757.687500 Penalty: 9181.358398
	Iteration 21Q: 3 clusters Score -368757.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -368898.937500 Penalty: 9181.358398
	Iteration 22Q: 3 clusters Score -368898.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -368972.875000 Penalty: 9181.358398
	Iteration 23Q: 3 clusters Score -368972.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -369016.625000 Penalty: 9181.358398
	Iteration 24Q: 3 clusters Score -369016.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -369033.531250 Penalty: 9181.358398
	Iteration 25Q: 3 clusters Score -369033.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -369053.656250 Penalty: 9181.358398
	Iteration 26Q: 3 clusters Score -369053.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -369073.031250 Penalty: 9181.358398
	Iteration 27Q: 3 clusters Score -369073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -369091.656250 Penalty: 9181.358398
	Iteration 28Q: 3 clusters Score -369091.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -369095.625000 Penalty: 9181.358398
	Iteration 29Q: 3 clusters Score -369095.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -369098.531250 Penalty: 9181.358398
	Iteration 30Q: 3 clusters Score -369098.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -369103.375000 Penalty: 9181.358398
	Iteration 31Q: 3 clusters Score -369103.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -369113.093750 Penalty: 9181.358398
	Iteration 32Q: 3 clusters Score -369113.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -369113.093750 Penalty: 9181.358398
	Iteration 33F: 3 clusters Score -369113.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Entering Unmasked Estep 
Score: -269829.468750 Penalty: 4420.684082
	Iteration 0F: 2 clusters Score -269829.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -265630.968750 Penalty: 8841.368164
	Iteration 0F: 3 clusters Score -265631 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -266578.718750 Penalty: 8841.368164
	Iteration 1F: 3 clusters Score -266578.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -266979.093750 Penalty: 8841.368164
	Iteration 2F: 3 clusters Score -266979.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -267469.437500 Penalty: 8841.368164
	Iteration 3F: 3 clusters Score -267469.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -268157.531250 Penalty: 8841.368164
	Iteration 4F: 3 clusters Score -268157.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -268822.937500 Penalty: 8841.368164
	Iteration 5F: 3 clusters Score -268822.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -269205.531250 Penalty: 8841.368164
	Iteration 6Q: 3 clusters Score -269205.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -269348.437500 Penalty: 8841.368164
	Iteration 7Q: 3 clusters Score -269348.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -269385.531250 Penalty: 8841.368164
	Iteration 8Q: 3 clusters Score -269385.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -269405.750000 Penalty: 8841.368164
	Iteration 9Q: 3 clusters Score -269405.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -269420.250000 Penalty: 8841.368164
	Iteration 10Q: 3 clusters Score -269420.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -269421.593750 Penalty: 8841.368164
	Iteration 11Q: 3 clusters Score -269421.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -269422.781250 Penalty: 8841.368164
	Iteration 12Q: 3 clusters Score -269422.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -269422.781250 Penalty: 8841.368164
	Iteration 13F: 3 clusters Score -269422.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (127521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127521 members 
Entering Unmasked Estep 
Score: -28486008.000000 Penalty: 7200.572754
	Iteration 0F: 2 clusters Score -2.848601e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64064 members 
Mstep: Class 2 contains 63457 members 
Entering Unmasked Estep 
Score: -28400418.000000 Penalty: 14401.145508
	Iteration 0F: 3 clusters Score -2.840042e+07 nChanged 59184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65670 members 
Mstep: Class 2 contains 61851 members 
Entering Unmasked Estep 
Score: -28433390.000000 Penalty: 14401.145508
	Iteration 1F: 3 clusters Score -2.843339e+07 nChanged 4922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66614 members 
Mstep: Class 2 contains 60907 members 
Entering Unmasked Estep 
Score: -28434954.000000 Penalty: 14401.145508
	Iteration 2Q: 3 clusters Score -2.843495e+07 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68005 members 
Mstep: Class 2 contains 59516 members 
Entering Unmasked Estep 
Score: -28436188.000000 Penalty: 14401.145508
	Iteration 3Q: 3 clusters Score -2.843619e+07 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69859 members 
Mstep: Class 2 contains 57662 members 
Entering Unmasked Estep 
Score: -28437846.000000 Penalty: 14401.145508
	Iteration 4Q: 3 clusters Score -2.843785e+07 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72354 members 
Mstep: Class 2 contains 55167 members 
Entering Unmasked Estep 
Score: -28439788.000000 Penalty: 14401.145508
	Iteration 5Q: 3 clusters Score -2.843979e+07 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75708 members 
Mstep: Class 2 contains 51813 members 
Entering Unmasked Estep 
Score: -28442214.000000 Penalty: 14401.145508
	Iteration 6Q: 3 clusters Score -2.844221e+07 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80169 members 
Mstep: Class 2 contains 47352 members 
Entering Unmasked Estep 
Score: -28445714.000000 Penalty: 14401.145508
	Iteration 7Q: 3 clusters Score -2.844571e+07 nChanged 6710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85761 members 
Mstep: Class 2 contains 41760 members 
Entering Unmasked Estep 
Score: -28449890.000000 Penalty: 14401.145508
	Iteration 8F: 3 clusters Score -2.844989e+07 nChanged 7151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92066 members 
Mstep: Class 2 contains 35455 members 
Entering Unmasked Estep 
Score: -28454610.000000 Penalty: 14401.145508
	Iteration 9F: 3 clusters Score -2.845461e+07 nChanged 7569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99201 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -28460300.000000 Penalty: 14401.145508
	Iteration 10F: 3 clusters Score -2.84603e+07 nChanged 7296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106287 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -28465772.000000 Penalty: 14401.145508
	Iteration 11F: 3 clusters Score -2.846577e+07 nChanged 6259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112446 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -28470428.000000 Penalty: 14401.145508
	Iteration 12Q: 3 clusters Score -2.847043e+07 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117239 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -28474116.000000 Penalty: 14401.145508
	Iteration 13Q: 3 clusters Score -2.847412e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120500 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -28476354.000000 Penalty: 14401.145508
	Iteration 14Q: 3 clusters Score -2.847635e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122502 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -28477620.000000 Penalty: 14401.145508
	Iteration 15Q: 3 clusters Score -2.847762e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123703 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -28478494.000000 Penalty: 14401.145508
	Iteration 16Q: 3 clusters Score -2.847849e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124450 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -28479082.000000 Penalty: 14401.145508
	Iteration 17Q: 3 clusters Score -2.847908e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124931 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -28479488.000000 Penalty: 14401.145508
	Iteration 18Q: 3 clusters Score -2.847949e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125222 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -28479862.000000 Penalty: 14401.145508
	Iteration 19Q: 3 clusters Score -2.847986e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125406 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -28480312.000000 Penalty: 14401.145508
	Iteration 20F: 3 clusters Score -2.848031e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125475 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -28480722.000000 Penalty: 14401.145508
	Iteration 21Q: 3 clusters Score -2.848072e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125441 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -28480914.000000 Penalty: 14401.145508
	Iteration 22Q: 3 clusters Score -2.848091e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125370 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -28481070.000000 Penalty: 14401.145508
	Iteration 23Q: 3 clusters Score -2.848107e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125326 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -28481158.000000 Penalty: 14401.145508
	Iteration 24Q: 3 clusters Score -2.848116e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125255 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -28481210.000000 Penalty: 14401.145508
	Iteration 25Q: 3 clusters Score -2.848121e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125187 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -28481272.000000 Penalty: 14401.145508
	Iteration 26Q: 3 clusters Score -2.848127e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125131 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -28481322.000000 Penalty: 14401.145508
	Iteration 27Q: 3 clusters Score -2.848132e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125087 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -28481302.000000 Penalty: 14401.145508
	Iteration 28Q: 3 clusters Score -2.84813e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125040 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -28481310.000000 Penalty: 14401.145508
	Iteration 29Q: 3 clusters Score -2.848131e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125011 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -28481370.000000 Penalty: 14401.145508
	Iteration 30Q: 3 clusters Score -2.848137e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124980 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -28481384.000000 Penalty: 14401.145508
	Iteration 31Q: 3 clusters Score -2.848138e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124957 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -28481406.000000 Penalty: 14401.145508
	Iteration 32Q: 3 clusters Score -2.848141e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124927 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -28481410.000000 Penalty: 14401.145508
	Iteration 33Q: 3 clusters Score -2.848141e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124901 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -28481452.000000 Penalty: 14401.145508
	Iteration 34Q: 3 clusters Score -2.848145e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124872 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -28481458.000000 Penalty: 14401.145508
	Iteration 35Q: 3 clusters Score -2.848146e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124846 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -28481482.000000 Penalty: 14401.145508
	Iteration 36Q: 3 clusters Score -2.848148e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124825 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -28481520.000000 Penalty: 14401.145508
	Iteration 37Q: 3 clusters Score -2.848152e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124796 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -28481520.000000 Penalty: 14401.145508
	Iteration 38Q: 3 clusters Score -2.848152e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124777 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -28481516.000000 Penalty: 14401.145508
	Iteration 39Q: 3 clusters Score -2.848152e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124765 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -28481532.000000 Penalty: 14401.145508
	Iteration 40F: 3 clusters Score -2.848153e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124755 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -28481544.000000 Penalty: 14401.145508
	Iteration 41Q: 3 clusters Score -2.848154e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124734 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -28481528.000000 Penalty: 14401.145508
	Iteration 42Q: 3 clusters Score -2.848153e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124719 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -28481538.000000 Penalty: 14401.145508
	Iteration 43Q: 3 clusters Score -2.848154e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124702 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -28481574.000000 Penalty: 14401.145508
	Iteration 44Q: 3 clusters Score -2.848157e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124691 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -28481560.000000 Penalty: 14401.145508
	Iteration 45Q: 3 clusters Score -2.848156e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124681 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -28481578.000000 Penalty: 14401.145508
	Iteration 46Q: 3 clusters Score -2.848158e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124666 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -28481606.000000 Penalty: 14401.145508
	Iteration 47Q: 3 clusters Score -2.848161e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124664 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -28481606.000000 Penalty: 14401.145508
	Iteration 48Q: 3 clusters Score -2.848161e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124656 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -28481624.000000 Penalty: 14401.145508
	Iteration 49Q: 3 clusters Score -2.848162e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124657 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -28481612.000000 Penalty: 14401.145508
	Iteration 50Q: 3 clusters Score -2.848161e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124641 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -28481628.000000 Penalty: 14401.145508
	Iteration 51Q: 3 clusters Score -2.848163e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124632 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -28481646.000000 Penalty: 14401.145508
	Iteration 52Q: 3 clusters Score -2.848165e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124621 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -28481668.000000 Penalty: 14401.145508
	Iteration 53Q: 3 clusters Score -2.848167e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124609 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -28481688.000000 Penalty: 14401.145508
	Iteration 54Q: 3 clusters Score -2.848169e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124596 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -28481712.000000 Penalty: 14401.145508
	Iteration 55Q: 3 clusters Score -2.848171e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124577 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -28481712.000000 Penalty: 14401.145508
	Iteration 56Q: 3 clusters Score -2.848171e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124564 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -28481680.000000 Penalty: 14401.145508
	Iteration 57Q: 3 clusters Score -2.848168e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124545 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -28481660.000000 Penalty: 14401.145508
	Iteration 58Q: 3 clusters Score -2.848166e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124535 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -28481686.000000 Penalty: 14401.145508
	Iteration 59Q: 3 clusters Score -2.848169e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124523 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -28481676.000000 Penalty: 14401.145508
	Iteration 60F: 3 clusters Score -2.848168e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124506 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -28481696.000000 Penalty: 14401.145508
	Iteration 61Q: 3 clusters Score -2.84817e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124495 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -28481700.000000 Penalty: 14401.145508
	Iteration 62Q: 3 clusters Score -2.84817e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124485 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -28481714.000000 Penalty: 14401.145508
	Iteration 63Q: 3 clusters Score -2.848171e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124476 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -28481702.000000 Penalty: 14401.145508
	Iteration 64Q: 3 clusters Score -2.84817e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124469 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -28481680.000000 Penalty: 14401.145508
	Iteration 65Q: 3 clusters Score -2.848168e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124456 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -28481724.000000 Penalty: 14401.145508
	Iteration 66Q: 3 clusters Score -2.848172e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124453 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -28481732.000000 Penalty: 14401.145508
	Iteration 67Q: 3 clusters Score -2.848173e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124438 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -28481746.000000 Penalty: 14401.145508
	Iteration 68Q: 3 clusters Score -2.848175e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124426 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -28481724.000000 Penalty: 14401.145508
	Iteration 69Q: 3 clusters Score -2.848172e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124417 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -28481720.000000 Penalty: 14401.145508
	Iteration 70Q: 3 clusters Score -2.848172e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124415 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -28481724.000000 Penalty: 14401.145508
	Iteration 71Q: 3 clusters Score -2.848172e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124411 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -28481728.000000 Penalty: 14401.145508
	Iteration 72Q: 3 clusters Score -2.848173e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124404 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -28481744.000000 Penalty: 14401.145508
	Iteration 73Q: 3 clusters Score -2.848174e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124402 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -28481736.000000 Penalty: 14401.145508
	Iteration 74Q: 3 clusters Score -2.848174e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124402 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -28481736.000000 Penalty: 14401.145508
	Iteration 75F: 3 clusters Score -2.848174e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Entering Unmasked Estep 
Score: -3842732.500000 Penalty: 5972.009277
	Iteration 0F: 2 clusters Score -3842732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -3828012.500000 Penalty: 11944.018555
	Iteration 0F: 3 clusters Score -3828012 nChanged 6813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -3831720.750000 Penalty: 11944.018555
	Iteration 1F: 3 clusters Score -3831721 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -3832286.250000 Penalty: 11944.018555
	Iteration 2F: 3 clusters Score -3832286 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -3832680.250000 Penalty: 11944.018555
	Iteration 3Q: 3 clusters Score -3832680 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -3833006.000000 Penalty: 11944.018555
	Iteration 4Q: 3 clusters Score -3833006 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -3833245.000000 Penalty: 11944.018555
	Iteration 5Q: 3 clusters Score -3833245 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -3833491.250000 Penalty: 11944.018555
	Iteration 6Q: 3 clusters Score -3833491 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -3833739.500000 Penalty: 11944.018555
	Iteration 7Q: 3 clusters Score -3833740 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -3833980.250000 Penalty: 11944.018555
	Iteration 8Q: 3 clusters Score -3833980 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -3834230.250000 Penalty: 11944.018555
	Iteration 9Q: 3 clusters Score -3834230 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -3834521.500000 Penalty: 11944.018555
	Iteration 10Q: 3 clusters Score -3834522 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -3834811.250000 Penalty: 11944.018555
	Iteration 11Q: 3 clusters Score -3834811 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -3835199.000000 Penalty: 11944.018555
	Iteration 12Q: 3 clusters Score -3835199 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -3835592.750000 Penalty: 11944.018555
	Iteration 13Q: 3 clusters Score -3835593 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -3835982.000000 Penalty: 11944.018555
	Iteration 14Q: 3 clusters Score -3835982 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -3836310.750000 Penalty: 11944.018555
	Iteration 15Q: 3 clusters Score -3836311 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -3836573.250000 Penalty: 11944.018555
	Iteration 16Q: 3 clusters Score -3836573 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -3836777.750000 Penalty: 11944.018555
	Iteration 17Q: 3 clusters Score -3836778 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -3836931.750000 Penalty: 11944.018555
	Iteration 18Q: 3 clusters Score -3836932 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -3837096.250000 Penalty: 11944.018555
	Iteration 19Q: 3 clusters Score -3837096 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -3837217.500000 Penalty: 11944.018555
	Iteration 20F: 3 clusters Score -3837218 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -3837309.750000 Penalty: 11944.018555
	Iteration 21Q: 3 clusters Score -3837310 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -3837390.000000 Penalty: 11944.018555
	Iteration 22Q: 3 clusters Score -3837390 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -3837429.000000 Penalty: 11944.018555
	Iteration 23Q: 3 clusters Score -3837429 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -3837467.000000 Penalty: 11944.018555
	Iteration 24Q: 3 clusters Score -3837467 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -3837495.250000 Penalty: 11944.018555
	Iteration 25Q: 3 clusters Score -3837495 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -3837527.250000 Penalty: 11944.018555
	Iteration 26Q: 3 clusters Score -3837527 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -3837561.250000 Penalty: 11944.018555
	Iteration 27Q: 3 clusters Score -3837561 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -3837587.000000 Penalty: 11944.018555
	Iteration 28Q: 3 clusters Score -3837587 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -3837605.250000 Penalty: 11944.018555
	Iteration 29Q: 3 clusters Score -3837605 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -3837621.000000 Penalty: 11944.018555
	Iteration 30Q: 3 clusters Score -3837621 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -3837633.000000 Penalty: 11944.018555
	Iteration 31Q: 3 clusters Score -3837633 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -3837648.000000 Penalty: 11944.018555
	Iteration 32Q: 3 clusters Score -3837648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -3837658.500000 Penalty: 11944.018555
	Iteration 33Q: 3 clusters Score -3837658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -3837668.750000 Penalty: 11944.018555
	Iteration 34Q: 3 clusters Score -3837669 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -3837684.250000 Penalty: 11944.018555
	Iteration 35Q: 3 clusters Score -3837684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -3837688.500000 Penalty: 11944.018555
	Iteration 36Q: 3 clusters Score -3837688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -3837691.500000 Penalty: 11944.018555
	Iteration 37Q: 3 clusters Score -3837692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -3837695.000000 Penalty: 11944.018555
	Iteration 38Q: 3 clusters Score -3837695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -3837700.750000 Penalty: 11944.018555
	Iteration 39Q: 3 clusters Score -3837701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -3837699.500000 Penalty: 11944.018555
	Iteration 40F: 3 clusters Score -3837700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Entering Unmasked Estep 
Score: -255599.828125 Penalty: 4386.018066
	Iteration 0F: 2 clusters Score -255599.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -251249.937500 Penalty: 8772.036133
	Iteration 0F: 3 clusters Score -251249.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -251855.656250 Penalty: 8772.036133
	Iteration 1F: 3 clusters Score -251855.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -252219.546875 Penalty: 8772.036133
	Iteration 2F: 3 clusters Score -252219.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -252529.312500 Penalty: 8772.036133
	Iteration 3F: 3 clusters Score -252529.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -252896.250000 Penalty: 8772.036133
	Iteration 4F: 3 clusters Score -252896.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -253369.671875 Penalty: 8772.036133
	Iteration 5F: 3 clusters Score -253369.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -253983.734375 Penalty: 8772.036133
	Iteration 6F: 3 clusters Score -253983.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -254219.265625 Penalty: 8772.036133
	Iteration 7Q: 3 clusters Score -254219.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -254358.062500 Penalty: 8772.036133
	Iteration 8Q: 3 clusters Score -254358.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -254449.015625 Penalty: 8772.036133
	Iteration 9Q: 3 clusters Score -254449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -254479.796875 Penalty: 8772.036133
	Iteration 10Q: 3 clusters Score -254479.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -254489.718750 Penalty: 8772.036133
	Iteration 11Q: 3 clusters Score -254489.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -254498.734375 Penalty: 8772.036133
	Iteration 12Q: 3 clusters Score -254498.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -254525.296875 Penalty: 8772.036133
	Iteration 13Q: 3 clusters Score -254525.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -254557.968750 Penalty: 8772.036133
	Iteration 14Q: 3 clusters Score -254558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -254602.531250 Penalty: 8772.036133
	Iteration 15Q: 3 clusters Score -254602.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -254604.796875 Penalty: 8772.036133
	Iteration 16Q: 3 clusters Score -254604.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -254607.671875 Penalty: 8772.036133
	Iteration 17Q: 3 clusters Score -254607.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -254607.671875 Penalty: 8772.036133
	Iteration 18F: 3 clusters Score -254607.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (22175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Entering Unmasked Estep 
Score: -4751115.000000 Penalty: 6129.116211
	Iteration 0F: 2 clusters Score -4751115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -4733313.000000 Penalty: 12258.232422
	Iteration 0F: 3 clusters Score -4733313 nChanged 9052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -4738449.500000 Penalty: 12258.232422
	Iteration 1F: 3 clusters Score -4738450 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -4739723.500000 Penalty: 12258.232422
	Iteration 2F: 3 clusters Score -4739724 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -4741073.500000 Penalty: 12258.232422
	Iteration 3F: 3 clusters Score -4741074 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -4742619.000000 Penalty: 12258.232422
	Iteration 4F: 3 clusters Score -4742619 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -4744184.000000 Penalty: 12258.232422
	Iteration 5F: 3 clusters Score -4744184 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -4745388.000000 Penalty: 12258.232422
	Iteration 6F: 3 clusters Score -4745388 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -4746214.500000 Penalty: 12258.232422
	Iteration 7F: 3 clusters Score -4746214 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -4746746.500000 Penalty: 12258.232422
	Iteration 8Q: 3 clusters Score -4746746 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -4747028.500000 Penalty: 12258.232422
	Iteration 9Q: 3 clusters Score -4747028 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -4747183.000000 Penalty: 12258.232422
	Iteration 10Q: 3 clusters Score -4747183 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -4747285.000000 Penalty: 12258.232422
	Iteration 11Q: 3 clusters Score -4747285 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -4747379.500000 Penalty: 12258.232422
	Iteration 12Q: 3 clusters Score -4747380 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -4747437.500000 Penalty: 12258.232422
	Iteration 13Q: 3 clusters Score -4747438 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -4747473.500000 Penalty: 12258.232422
	Iteration 14Q: 3 clusters Score -4747474 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -4747495.000000 Penalty: 12258.232422
	Iteration 15Q: 3 clusters Score -4747495 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -4747515.000000 Penalty: 12258.232422
	Iteration 16Q: 3 clusters Score -4747515 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -4747524.000000 Penalty: 12258.232422
	Iteration 17Q: 3 clusters Score -4747524 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -4747546.500000 Penalty: 12258.232422
	Iteration 18Q: 3 clusters Score -4747546 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -4747570.000000 Penalty: 12258.232422
	Iteration 19Q: 3 clusters Score -4747570 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -4747574.000000 Penalty: 12258.232422
	Iteration 20F: 3 clusters Score -4747574 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -4747579.000000 Penalty: 12258.232422
	Iteration 21Q: 3 clusters Score -4747579 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -4747589.000000 Penalty: 12258.232422
	Iteration 22Q: 3 clusters Score -4747589 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -4747587.000000 Penalty: 12258.232422
	Iteration 23Q: 3 clusters Score -4747587 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -4747593.000000 Penalty: 12258.232422
	Iteration 24Q: 3 clusters Score -4747593 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -4747596.000000 Penalty: 12258.232422
	Iteration 25Q: 3 clusters Score -4747596 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -4747608.500000 Penalty: 12258.232422
	Iteration 26Q: 3 clusters Score -4747608 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -4747603.000000 Penalty: 12258.232422
	Iteration 27Q: 3 clusters Score -4747603 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -4747605.500000 Penalty: 12258.232422
	Iteration 28Q: 3 clusters Score -4747606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -4747611.500000 Penalty: 12258.232422
	Iteration 29Q: 3 clusters Score -4747612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -4747606.000000 Penalty: 12258.232422
	Iteration 30Q: 3 clusters Score -4747606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -4747605.500000 Penalty: 12258.232422
	Iteration 31Q: 3 clusters Score -4747606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -4747609.500000 Penalty: 12258.232422
	Iteration 32Q: 3 clusters Score -4747610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -4747612.000000 Penalty: 12258.232422
	Iteration 33Q: 3 clusters Score -4747612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -4747610.500000 Penalty: 12258.232422
	Iteration 34Q: 3 clusters Score -4747610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -4747605.500000 Penalty: 12258.232422
	Iteration 35Q: 3 clusters Score -4747606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -4747615.000000 Penalty: 12258.232422
	Iteration 36Q: 3 clusters Score -4747615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -4747615.000000 Penalty: 12258.232422
	Iteration 37Q: 3 clusters Score -4747615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -4747620.000000 Penalty: 12258.232422
	Iteration 38Q: 3 clusters Score -4747620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -4747614.000000 Penalty: 12258.232422
	Iteration 39Q: 3 clusters Score -4747614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -4747615.500000 Penalty: 12258.232422
	Iteration 40F: 3 clusters Score -4747616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (55063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55063 members 
Entering Unmasked Estep 
Score: -12310609.000000 Penalty: 6686.192871
	Iteration 0F: 2 clusters Score -1.231061e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 27556 members 
Entering Unmasked Estep 
Score: -12271824.000000 Penalty: 13372.385742
	Iteration 0F: 3 clusters Score -1.227182e+07 nChanged 24199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 27443 members 
Entering Unmasked Estep 
Score: -12284696.000000 Penalty: 13372.385742
	Iteration 1F: 3 clusters Score -1.22847e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -12285802.000000 Penalty: 13372.385742
	Iteration 2F: 3 clusters Score -1.22858e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27923 members 
Mstep: Class 2 contains 27140 members 
Entering Unmasked Estep 
Score: -12286557.000000 Penalty: 13372.385742
	Iteration 3Q: 3 clusters Score -1.228656e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28167 members 
Mstep: Class 2 contains 26896 members 
Entering Unmasked Estep 
Score: -12287363.000000 Penalty: 13372.385742
	Iteration 4Q: 3 clusters Score -1.228736e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 26615 members 
Entering Unmasked Estep 
Score: -12288362.000000 Penalty: 13372.385742
	Iteration 5Q: 3 clusters Score -1.228836e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28879 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -12289243.000000 Penalty: 13372.385742
	Iteration 6Q: 3 clusters Score -1.228924e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 25607 members 
Entering Unmasked Estep 
Score: -12290381.000000 Penalty: 13372.385742
	Iteration 7Q: 3 clusters Score -1.229038e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -12291986.000000 Penalty: 13372.385742
	Iteration 8Q: 3 clusters Score -1.229199e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31235 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -12293873.000000 Penalty: 13372.385742
	Iteration 9F: 3 clusters Score -1.229387e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32302 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -12296239.000000 Penalty: 13372.385742
	Iteration 10F: 3 clusters Score -1.229624e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33204 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -12298625.000000 Penalty: 13372.385742
	Iteration 11F: 3 clusters Score -1.229862e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33809 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -12300534.000000 Penalty: 13372.385742
	Iteration 12F: 3 clusters Score -1.230053e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34203 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -12301668.000000 Penalty: 13372.385742
	Iteration 13Q: 3 clusters Score -1.230167e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -12302487.000000 Penalty: 13372.385742
	Iteration 14Q: 3 clusters Score -1.230249e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34737 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -12302999.000000 Penalty: 13372.385742
	Iteration 15Q: 3 clusters Score -1.2303e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35049 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -12303306.000000 Penalty: 13372.385742
	Iteration 16Q: 3 clusters Score -1.230331e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35351 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -12303631.000000 Penalty: 13372.385742
	Iteration 17Q: 3 clusters Score -1.230363e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35707 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -12303830.000000 Penalty: 13372.385742
	Iteration 18Q: 3 clusters Score -1.230383e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -12304062.000000 Penalty: 13372.385742
	Iteration 19Q: 3 clusters Score -1.230406e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36483 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -12304251.000000 Penalty: 13372.385742
	Iteration 20F: 3 clusters Score -1.230425e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36880 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -12304476.000000 Penalty: 13372.385742
	Iteration 21Q: 3 clusters Score -1.230448e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37278 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -12304641.000000 Penalty: 13372.385742
	Iteration 22Q: 3 clusters Score -1.230464e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37631 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -12304782.000000 Penalty: 13372.385742
	Iteration 23Q: 3 clusters Score -1.230478e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37938 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -12304853.000000 Penalty: 13372.385742
	Iteration 24Q: 3 clusters Score -1.230485e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38193 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -12304947.000000 Penalty: 13372.385742
	Iteration 25Q: 3 clusters Score -1.230495e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38439 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -12305015.000000 Penalty: 13372.385742
	Iteration 26Q: 3 clusters Score -1.230502e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38642 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -12305059.000000 Penalty: 13372.385742
	Iteration 27Q: 3 clusters Score -1.230506e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38813 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -12305038.000000 Penalty: 13372.385742
	Iteration 28Q: 3 clusters Score -1.230504e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38938 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -12305081.000000 Penalty: 13372.385742
	Iteration 29Q: 3 clusters Score -1.230508e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39036 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -12305111.000000 Penalty: 13372.385742
	Iteration 30Q: 3 clusters Score -1.230511e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39131 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -12305131.000000 Penalty: 13372.385742
	Iteration 31Q: 3 clusters Score -1.230513e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39210 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -12305131.000000 Penalty: 13372.385742
	Iteration 32Q: 3 clusters Score -1.230513e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39285 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -12305155.000000 Penalty: 13372.385742
	Iteration 33Q: 3 clusters Score -1.230516e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39344 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -12305181.000000 Penalty: 13372.385742
	Iteration 34Q: 3 clusters Score -1.230518e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39389 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -12305180.000000 Penalty: 13372.385742
	Iteration 35Q: 3 clusters Score -1.230518e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39434 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -12305207.000000 Penalty: 13372.385742
	Iteration 36Q: 3 clusters Score -1.230521e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39480 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -12305217.000000 Penalty: 13372.385742
	Iteration 37Q: 3 clusters Score -1.230522e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39525 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -12305213.000000 Penalty: 13372.385742
	Iteration 38Q: 3 clusters Score -1.230521e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39571 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -12305221.000000 Penalty: 13372.385742
	Iteration 39Q: 3 clusters Score -1.230522e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39616 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -12305233.000000 Penalty: 13372.385742
	Iteration 40F: 3 clusters Score -1.230523e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39649 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -12305247.000000 Penalty: 13372.385742
	Iteration 41Q: 3 clusters Score -1.230525e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39679 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -12305264.000000 Penalty: 13372.385742
	Iteration 42Q: 3 clusters Score -1.230526e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39704 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -12305248.000000 Penalty: 13372.385742
	Iteration 43Q: 3 clusters Score -1.230525e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39733 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -12305238.000000 Penalty: 13372.385742
	Iteration 44Q: 3 clusters Score -1.230524e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39759 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -12305225.000000 Penalty: 13372.385742
	Iteration 45Q: 3 clusters Score -1.230522e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39775 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -12305228.000000 Penalty: 13372.385742
	Iteration 46Q: 3 clusters Score -1.230523e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39787 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -12305229.000000 Penalty: 13372.385742
	Iteration 47Q: 3 clusters Score -1.230523e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39795 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -12305245.000000 Penalty: 13372.385742
	Iteration 48Q: 3 clusters Score -1.230524e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39811 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -12305243.000000 Penalty: 13372.385742
	Iteration 49Q: 3 clusters Score -1.230524e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39831 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -12305243.000000 Penalty: 13372.385742
	Iteration 50Q: 3 clusters Score -1.230524e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39848 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -12305240.000000 Penalty: 13372.385742
	Iteration 51Q: 3 clusters Score -1.230524e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39861 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -12305239.000000 Penalty: 13372.385742
	Iteration 52Q: 3 clusters Score -1.230524e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39877 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -12305237.000000 Penalty: 13372.385742
	Iteration 53Q: 3 clusters Score -1.230524e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39884 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -12305225.000000 Penalty: 13372.385742
	Iteration 54Q: 3 clusters Score -1.230522e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39894 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -12305236.000000 Penalty: 13372.385742
	Iteration 55Q: 3 clusters Score -1.230524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39899 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -12305232.000000 Penalty: 13372.385742
	Iteration 56Q: 3 clusters Score -1.230523e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39905 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -12305236.000000 Penalty: 13372.385742
	Iteration 57Q: 3 clusters Score -1.230524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39908 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -12305240.000000 Penalty: 13372.385742
	Iteration 58Q: 3 clusters Score -1.230524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39910 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -12305245.000000 Penalty: 13372.385742
	Iteration 59Q: 3 clusters Score -1.230524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39915 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -12305247.000000 Penalty: 13372.385742
	Iteration 60F: 3 clusters Score -1.230525e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39921 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -12305242.000000 Penalty: 13372.385742
	Iteration 61Q: 3 clusters Score -1.230524e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39925 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -12305238.000000 Penalty: 13372.385742
	Iteration 62Q: 3 clusters Score -1.230524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39928 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -12305251.000000 Penalty: 13372.385742
	Iteration 63Q: 3 clusters Score -1.230525e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39931 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -12305243.000000 Penalty: 13372.385742
	Iteration 64Q: 3 clusters Score -1.230524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39933 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -12305231.000000 Penalty: 13372.385742
	Iteration 65Q: 3 clusters Score -1.230523e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39933 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -12305231.000000 Penalty: 13372.385742
	Iteration 66F: 3 clusters Score -1.230523e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (18165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Entering Unmasked Estep 
Score: -3928304.000000 Penalty: 6006.941895
	Iteration 0F: 2 clusters Score -3928304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -3913012.750000 Penalty: 12013.883789
	Iteration 0F: 3 clusters Score -3913013 nChanged 7246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -3916923.500000 Penalty: 12013.883789
	Iteration 1F: 3 clusters Score -3916924 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -3917546.750000 Penalty: 12013.883789
	Iteration 2F: 3 clusters Score -3917547 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -3918045.000000 Penalty: 12013.883789
	Iteration 3F: 3 clusters Score -3918045 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -3918433.750000 Penalty: 12013.883789
	Iteration 4Q: 3 clusters Score -3918434 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -3918767.750000 Penalty: 12013.883789
	Iteration 5Q: 3 clusters Score -3918768 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -3919036.750000 Penalty: 12013.883789
	Iteration 6Q: 3 clusters Score -3919037 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -3919319.750000 Penalty: 12013.883789
	Iteration 7Q: 3 clusters Score -3919320 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -3919596.250000 Penalty: 12013.883789
	Iteration 8Q: 3 clusters Score -3919596 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -3919889.750000 Penalty: 12013.883789
	Iteration 9Q: 3 clusters Score -3919890 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -3920191.500000 Penalty: 12013.883789
	Iteration 10Q: 3 clusters Score -3920192 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -3920513.250000 Penalty: 12013.883789
	Iteration 11Q: 3 clusters Score -3920513 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -3920908.750000 Penalty: 12013.883789
	Iteration 12Q: 3 clusters Score -3920909 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -3921329.500000 Penalty: 12013.883789
	Iteration 13Q: 3 clusters Score -3921330 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -3921788.250000 Penalty: 12013.883789
	Iteration 14Q: 3 clusters Score -3921788 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -3922244.500000 Penalty: 12013.883789
	Iteration 15Q: 3 clusters Score -3922244 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -3922689.250000 Penalty: 12013.883789
	Iteration 16Q: 3 clusters Score -3922689 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -3923112.750000 Penalty: 12013.883789
	Iteration 17Q: 3 clusters Score -3923113 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -3923477.000000 Penalty: 12013.883789
	Iteration 18Q: 3 clusters Score -3923477 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -3923707.000000 Penalty: 12013.883789
	Iteration 19Q: 3 clusters Score -3923707 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -3923871.250000 Penalty: 12013.883789
	Iteration 20F: 3 clusters Score -3923871 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -3923967.250000 Penalty: 12013.883789
	Iteration 21Q: 3 clusters Score -3923967 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -3924026.750000 Penalty: 12013.883789
	Iteration 22Q: 3 clusters Score -3924027 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -3924066.250000 Penalty: 12013.883789
	Iteration 23Q: 3 clusters Score -3924066 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -3924107.250000 Penalty: 12013.883789
	Iteration 24Q: 3 clusters Score -3924107 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -3924110.000000 Penalty: 12013.883789
	Iteration 25Q: 3 clusters Score -3924110 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -3924128.750000 Penalty: 12013.883789
	Iteration 26Q: 3 clusters Score -3924129 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -3924141.750000 Penalty: 12013.883789
	Iteration 27Q: 3 clusters Score -3924142 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -3924164.250000 Penalty: 12013.883789
	Iteration 28Q: 3 clusters Score -3924164 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -3924162.750000 Penalty: 12013.883789
	Iteration 29Q: 3 clusters Score -3924163 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -3924173.250000 Penalty: 12013.883789
	Iteration 30Q: 3 clusters Score -3924173 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -3924178.000000 Penalty: 12013.883789
	Iteration 31Q: 3 clusters Score -3924178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -3924179.000000 Penalty: 12013.883789
	Iteration 32Q: 3 clusters Score -3924179 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -3924179.250000 Penalty: 12013.883789
	Iteration 33Q: 3 clusters Score -3924179 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -3924191.750000 Penalty: 12013.883789
	Iteration 34Q: 3 clusters Score -3924192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -3924190.750000 Penalty: 12013.883789
	Iteration 35Q: 3 clusters Score -3924191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -3924194.500000 Penalty: 12013.883789
	Iteration 36Q: 3 clusters Score -3924194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -3924195.000000 Penalty: 12013.883789
	Iteration 37Q: 3 clusters Score -3924195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -3924196.750000 Penalty: 12013.883789
	Iteration 38Q: 3 clusters Score -3924197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -3924198.750000 Penalty: 12013.883789
	Iteration 39Q: 3 clusters Score -3924199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -3924203.000000 Penalty: 12013.883789
	Iteration 40F: 3 clusters Score -3924203 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -3924206.500000 Penalty: 12013.883789
	Iteration 41Q: 3 clusters Score -3924206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -3924200.250000 Penalty: 12013.883789
	Iteration 42Q: 3 clusters Score -3924200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -3924209.750000 Penalty: 12013.883789
	Iteration 43Q: 3 clusters Score -3924210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -3924211.250000 Penalty: 12013.883789
	Iteration 44Q: 3 clusters Score -3924211 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -3924211.000000 Penalty: 12013.883789
	Iteration 45Q: 3 clusters Score -3924211 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -3924217.750000 Penalty: 12013.883789
	Iteration 46Q: 3 clusters Score -3924218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -3924212.500000 Penalty: 12013.883789
	Iteration 47Q: 3 clusters Score -3924212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -3924216.000000 Penalty: 12013.883789
	Iteration 48Q: 3 clusters Score -3924216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -3924219.500000 Penalty: 12013.883789
	Iteration 49Q: 3 clusters Score -3924220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -3924218.750000 Penalty: 12013.883789
	Iteration 50Q: 3 clusters Score -3924219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -3924221.750000 Penalty: 12013.883789
	Iteration 51Q: 3 clusters Score -3924222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -3924219.750000 Penalty: 12013.883789
	Iteration 52Q: 3 clusters Score -3924220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -3924223.000000 Penalty: 12013.883789
	Iteration 53Q: 3 clusters Score -3924223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -3924224.250000 Penalty: 12013.883789
	Iteration 54Q: 3 clusters Score -3924224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -3924222.500000 Penalty: 12013.883789
	Iteration 55Q: 3 clusters Score -3924222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -3924229.250000 Penalty: 12013.883789
	Iteration 56Q: 3 clusters Score -3924229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -3924235.750000 Penalty: 12013.883789
	Iteration 57Q: 3 clusters Score -3924236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -3924233.750000 Penalty: 12013.883789
	Iteration 58Q: 3 clusters Score -3924234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -3924232.250000 Penalty: 12013.883789
	Iteration 59Q: 3 clusters Score -3924232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -3924237.500000 Penalty: 12013.883789
	Iteration 60F: 3 clusters Score -3924238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -3924239.500000 Penalty: 12013.883789
	Iteration 61Q: 3 clusters Score -3924240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -3924240.750000 Penalty: 12013.883789
	Iteration 62Q: 3 clusters Score -3924241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -3924238.500000 Penalty: 12013.883789
	Iteration 63Q: 3 clusters Score -3924238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -3924240.750000 Penalty: 12013.883789
	Iteration 64Q: 3 clusters Score -3924241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -3924244.000000 Penalty: 12013.883789
	Iteration 65Q: 3 clusters Score -3924244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -3924244.000000 Penalty: 12013.883789
	Iteration 66F: 3 clusters Score -3924244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -252525.609375 Penalty: 4326.117188
	Iteration 0F: 2 clusters Score -252525.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -248210.109375 Penalty: 8652.234375
	Iteration 0F: 3 clusters Score -248210.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -248592.453125 Penalty: 8652.234375
	Iteration 1F: 3 clusters Score -248592.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -248727.343750 Penalty: 8652.234375
	Iteration 2Q: 3 clusters Score -248727.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -248809.843750 Penalty: 8652.234375
	Iteration 3Q: 3 clusters Score -248809.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -248870.203125 Penalty: 8652.234375
	Iteration 4Q: 3 clusters Score -248870.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -248980.421875 Penalty: 8652.234375
	Iteration 5Q: 3 clusters Score -248980.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -249246.156250 Penalty: 8652.234375
	Iteration 6Q: 3 clusters Score -249246.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -249397.437500 Penalty: 8652.234375
	Iteration 7Q: 3 clusters Score -249397.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -249450.734375 Penalty: 8652.234375
	Iteration 8Q: 3 clusters Score -249450.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -249479.328125 Penalty: 8652.234375
	Iteration 9Q: 3 clusters Score -249479.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -249510.859375 Penalty: 8652.234375
	Iteration 10Q: 3 clusters Score -249510.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -249530.031250 Penalty: 8652.234375
	Iteration 11Q: 3 clusters Score -249530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -249535.093750 Penalty: 8652.234375
	Iteration 12Q: 3 clusters Score -249535.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -249537.562500 Penalty: 8652.234375
	Iteration 13Q: 3 clusters Score -249537.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -249538.500000 Penalty: 8652.234375
	Iteration 14Q: 3 clusters Score -249538.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -249540.125000 Penalty: 8652.234375
	Iteration 15Q: 3 clusters Score -249540.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -249540.125000 Penalty: 8652.234375
	Iteration 16F: 3 clusters Score -249540.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (64060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64060 members 
Entering Unmasked Estep 
Score: -14461287.000000 Penalty: 6778.890137
	Iteration 0F: 2 clusters Score -1.446129e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31794 members 
Mstep: Class 2 contains 32266 members 
Entering Unmasked Estep 
Score: -14416537.000000 Penalty: 13557.780273
	Iteration 0F: 3 clusters Score -1.441654e+07 nChanged 28565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30343 members 
Mstep: Class 2 contains 33717 members 
Entering Unmasked Estep 
Score: -14432133.000000 Penalty: 13557.780273
	Iteration 1F: 3 clusters Score -1.443213e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29327 members 
Mstep: Class 2 contains 34733 members 
Entering Unmasked Estep 
Score: -14433273.000000 Penalty: 13557.780273
	Iteration 2F: 3 clusters Score -1.443327e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 36126 members 
Entering Unmasked Estep 
Score: -14434375.000000 Penalty: 13557.780273
	Iteration 3Q: 3 clusters Score -1.443438e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26097 members 
Mstep: Class 2 contains 37963 members 
Entering Unmasked Estep 
Score: -14435580.000000 Penalty: 13557.780273
	Iteration 4Q: 3 clusters Score -1.443558e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 40323 members 
Entering Unmasked Estep 
Score: -14437183.000000 Penalty: 13557.780273
	Iteration 5Q: 3 clusters Score -1.443718e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 43341 members 
Entering Unmasked Estep 
Score: -14439378.000000 Penalty: 13557.780273
	Iteration 6F: 3 clusters Score -1.443938e+07 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 46844 members 
Entering Unmasked Estep 
Score: -14442393.000000 Penalty: 13557.780273
	Iteration 7F: 3 clusters Score -1.444239e+07 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 50506 members 
Entering Unmasked Estep 
Score: -14445995.000000 Penalty: 13557.780273
	Iteration 8F: 3 clusters Score -1.4446e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 53696 members 
Entering Unmasked Estep 
Score: -14449805.000000 Penalty: 13557.780273
	Iteration 9F: 3 clusters Score -1.44498e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 55695 members 
Entering Unmasked Estep 
Score: -14452922.000000 Penalty: 13557.780273
	Iteration 10Q: 3 clusters Score -1.445292e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 56389 members 
Entering Unmasked Estep 
Score: -14454272.000000 Penalty: 13557.780273
	Iteration 11Q: 3 clusters Score -1.445427e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 56686 members 
Entering Unmasked Estep 
Score: -14454881.000000 Penalty: 13557.780273
	Iteration 12Q: 3 clusters Score -1.445488e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 56812 members 
Entering Unmasked Estep 
Score: -14455332.000000 Penalty: 13557.780273
	Iteration 13Q: 3 clusters Score -1.445533e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 56862 members 
Entering Unmasked Estep 
Score: -14455639.000000 Penalty: 13557.780273
	Iteration 14Q: 3 clusters Score -1.445564e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 56916 members 
Entering Unmasked Estep 
Score: -14455918.000000 Penalty: 13557.780273
	Iteration 15Q: 3 clusters Score -1.445592e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 56906 members 
Entering Unmasked Estep 
Score: -14456064.000000 Penalty: 13557.780273
	Iteration 16Q: 3 clusters Score -1.445606e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 56849 members 
Entering Unmasked Estep 
Score: -14456222.000000 Penalty: 13557.780273
	Iteration 17Q: 3 clusters Score -1.445622e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 56774 members 
Entering Unmasked Estep 
Score: -14456278.000000 Penalty: 13557.780273
	Iteration 18Q: 3 clusters Score -1.445628e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 56690 members 
Entering Unmasked Estep 
Score: -14456353.000000 Penalty: 13557.780273
	Iteration 19Q: 3 clusters Score -1.445635e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 56594 members 
Entering Unmasked Estep 
Score: -14456391.000000 Penalty: 13557.780273
	Iteration 20F: 3 clusters Score -1.445639e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 56477 members 
Entering Unmasked Estep 
Score: -14456494.000000 Penalty: 13557.780273
	Iteration 21Q: 3 clusters Score -1.445649e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 56376 members 
Entering Unmasked Estep 
Score: -14456561.000000 Penalty: 13557.780273
	Iteration 22Q: 3 clusters Score -1.445656e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 56258 members 
Entering Unmasked Estep 
Score: -14456611.000000 Penalty: 13557.780273
	Iteration 23Q: 3 clusters Score -1.445661e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 56161 members 
Entering Unmasked Estep 
Score: -14456663.000000 Penalty: 13557.780273
	Iteration 24Q: 3 clusters Score -1.445666e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 56055 members 
Entering Unmasked Estep 
Score: -14456723.000000 Penalty: 13557.780273
	Iteration 25Q: 3 clusters Score -1.445672e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 55982 members 
Entering Unmasked Estep 
Score: -14456698.000000 Penalty: 13557.780273
	Iteration 26Q: 3 clusters Score -1.44567e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 55912 members 
Entering Unmasked Estep 
Score: -14456722.000000 Penalty: 13557.780273
	Iteration 27Q: 3 clusters Score -1.445672e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 55804 members 
Entering Unmasked Estep 
Score: -14456734.000000 Penalty: 13557.780273
	Iteration 28Q: 3 clusters Score -1.445673e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 55713 members 
Entering Unmasked Estep 
Score: -14456738.000000 Penalty: 13557.780273
	Iteration 29Q: 3 clusters Score -1.445674e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 55621 members 
Entering Unmasked Estep 
Score: -14456763.000000 Penalty: 13557.780273
	Iteration 30Q: 3 clusters Score -1.445676e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 55537 members 
Entering Unmasked Estep 
Score: -14456767.000000 Penalty: 13557.780273
	Iteration 31Q: 3 clusters Score -1.445677e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 55442 members 
Entering Unmasked Estep 
Score: -14456823.000000 Penalty: 13557.780273
	Iteration 32Q: 3 clusters Score -1.445682e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 55353 members 
Entering Unmasked Estep 
Score: -14456860.000000 Penalty: 13557.780273
	Iteration 33Q: 3 clusters Score -1.445686e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 55263 members 
Entering Unmasked Estep 
Score: -14456881.000000 Penalty: 13557.780273
	Iteration 34Q: 3 clusters Score -1.445688e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 55206 members 
Entering Unmasked Estep 
Score: -14456911.000000 Penalty: 13557.780273
	Iteration 35Q: 3 clusters Score -1.445691e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 55150 members 
Entering Unmasked Estep 
Score: -14456912.000000 Penalty: 13557.780273
	Iteration 36Q: 3 clusters Score -1.445691e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 55103 members 
Entering Unmasked Estep 
Score: -14456902.000000 Penalty: 13557.780273
	Iteration 37Q: 3 clusters Score -1.44569e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 55049 members 
Entering Unmasked Estep 
Score: -14456917.000000 Penalty: 13557.780273
	Iteration 38Q: 3 clusters Score -1.445692e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 54989 members 
Entering Unmasked Estep 
Score: -14456951.000000 Penalty: 13557.780273
	Iteration 39Q: 3 clusters Score -1.445695e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 54928 members 
Entering Unmasked Estep 
Score: -14456964.000000 Penalty: 13557.780273
	Iteration 40F: 3 clusters Score -1.445696e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 54850 members 
Entering Unmasked Estep 
Score: -14457003.000000 Penalty: 13557.780273
	Iteration 41Q: 3 clusters Score -1.4457e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 54769 members 
Entering Unmasked Estep 
Score: -14457003.000000 Penalty: 13557.780273
	Iteration 42Q: 3 clusters Score -1.4457e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 54693 members 
Entering Unmasked Estep 
Score: -14456998.000000 Penalty: 13557.780273
	Iteration 43Q: 3 clusters Score -1.4457e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 54634 members 
Entering Unmasked Estep 
Score: -14457005.000000 Penalty: 13557.780273
	Iteration 44Q: 3 clusters Score -1.4457e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 54588 members 
Entering Unmasked Estep 
Score: -14457014.000000 Penalty: 13557.780273
	Iteration 45Q: 3 clusters Score -1.445701e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 54530 members 
Entering Unmasked Estep 
Score: -14457037.000000 Penalty: 13557.780273
	Iteration 46Q: 3 clusters Score -1.445704e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 54467 members 
Entering Unmasked Estep 
Score: -14457075.000000 Penalty: 13557.780273
	Iteration 47Q: 3 clusters Score -1.445708e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 54410 members 
Entering Unmasked Estep 
Score: -14457101.000000 Penalty: 13557.780273
	Iteration 48Q: 3 clusters Score -1.44571e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 54355 members 
Entering Unmasked Estep 
Score: -14457101.000000 Penalty: 13557.780273
	Iteration 49Q: 3 clusters Score -1.44571e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 54306 members 
Entering Unmasked Estep 
Score: -14457131.000000 Penalty: 13557.780273
	Iteration 50Q: 3 clusters Score -1.445713e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 54250 members 
Entering Unmasked Estep 
Score: -14457141.000000 Penalty: 13557.780273
	Iteration 51Q: 3 clusters Score -1.445714e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 54198 members 
Entering Unmasked Estep 
Score: -14457148.000000 Penalty: 13557.780273
	Iteration 52Q: 3 clusters Score -1.445715e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 54152 members 
Entering Unmasked Estep 
Score: -14457135.000000 Penalty: 13557.780273
	Iteration 53Q: 3 clusters Score -1.445714e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 54097 members 
Entering Unmasked Estep 
Score: -14457169.000000 Penalty: 13557.780273
	Iteration 54Q: 3 clusters Score -1.445717e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 54040 members 
Entering Unmasked Estep 
Score: -14457169.000000 Penalty: 13557.780273
	Iteration 55Q: 3 clusters Score -1.445717e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 53985 members 
Entering Unmasked Estep 
Score: -14457164.000000 Penalty: 13557.780273
	Iteration 56Q: 3 clusters Score -1.445716e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 53933 members 
Entering Unmasked Estep 
Score: -14457180.000000 Penalty: 13557.780273
	Iteration 57Q: 3 clusters Score -1.445718e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 53871 members 
Entering Unmasked Estep 
Score: -14457209.000000 Penalty: 13557.780273
	Iteration 58Q: 3 clusters Score -1.445721e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 53801 members 
Entering Unmasked Estep 
Score: -14457230.000000 Penalty: 13557.780273
	Iteration 59Q: 3 clusters Score -1.445723e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 53740 members 
Entering Unmasked Estep 
Score: -14457231.000000 Penalty: 13557.780273
	Iteration 60F: 3 clusters Score -1.445723e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 53689 members 
Entering Unmasked Estep 
Score: -14457231.000000 Penalty: 13557.780273
	Iteration 61Q: 3 clusters Score -1.445723e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 53628 members 
Entering Unmasked Estep 
Score: -14457246.000000 Penalty: 13557.780273
	Iteration 62Q: 3 clusters Score -1.445725e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 53565 members 
Entering Unmasked Estep 
Score: -14457261.000000 Penalty: 13557.780273
	Iteration 63Q: 3 clusters Score -1.445726e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 53511 members 
Entering Unmasked Estep 
Score: -14457275.000000 Penalty: 13557.780273
	Iteration 64Q: 3 clusters Score -1.445728e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 53455 members 
Entering Unmasked Estep 
Score: -14457250.000000 Penalty: 13557.780273
	Iteration 65Q: 3 clusters Score -1.445725e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 53398 members 
Entering Unmasked Estep 
Score: -14457284.000000 Penalty: 13557.780273
	Iteration 66Q: 3 clusters Score -1.445728e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 53327 members 
Entering Unmasked Estep 
Score: -14457256.000000 Penalty: 13557.780273
	Iteration 67Q: 3 clusters Score -1.445726e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 53246 members 
Entering Unmasked Estep 
Score: -14457273.000000 Penalty: 13557.780273
	Iteration 68Q: 3 clusters Score -1.445727e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 53153 members 
Entering Unmasked Estep 
Score: -14457284.000000 Penalty: 13557.780273
	Iteration 69Q: 3 clusters Score -1.445728e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 53053 members 
Entering Unmasked Estep 
Score: -14457333.000000 Penalty: 13557.780273
	Iteration 70Q: 3 clusters Score -1.445733e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 52941 members 
Entering Unmasked Estep 
Score: -14457328.000000 Penalty: 13557.780273
	Iteration 71Q: 3 clusters Score -1.445733e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 52827 members 
Entering Unmasked Estep 
Score: -14457353.000000 Penalty: 13557.780273
	Iteration 72Q: 3 clusters Score -1.445735e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 52712 members 
Entering Unmasked Estep 
Score: -14457366.000000 Penalty: 13557.780273
	Iteration 73Q: 3 clusters Score -1.445737e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 52588 members 
Entering Unmasked Estep 
Score: -14457373.000000 Penalty: 13557.780273
	Iteration 74Q: 3 clusters Score -1.445737e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 52468 members 
Entering Unmasked Estep 
Score: -14457398.000000 Penalty: 13557.780273
	Iteration 75Q: 3 clusters Score -1.44574e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 52340 members 
Entering Unmasked Estep 
Score: -14457423.000000 Penalty: 13557.780273
	Iteration 76Q: 3 clusters Score -1.445742e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 52221 members 
Entering Unmasked Estep 
Score: -14457448.000000 Penalty: 13557.780273
	Iteration 77Q: 3 clusters Score -1.445745e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 52091 members 
Entering Unmasked Estep 
Score: -14457480.000000 Penalty: 13557.780273
	Iteration 78Q: 3 clusters Score -1.445748e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 51941 members 
Entering Unmasked Estep 
Score: -14457503.000000 Penalty: 13557.780273
	Iteration 79Q: 3 clusters Score -1.44575e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 51787 members 
Entering Unmasked Estep 
Score: -14457507.000000 Penalty: 13557.780273
	Iteration 80F: 3 clusters Score -1.445751e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 51620 members 
Entering Unmasked Estep 
Score: -14457508.000000 Penalty: 13557.780273
	Iteration 81Q: 3 clusters Score -1.445751e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 51424 members 
Entering Unmasked Estep 
Score: -14457576.000000 Penalty: 13557.780273
	Iteration 82Q: 3 clusters Score -1.445758e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 51228 members 
Entering Unmasked Estep 
Score: -14457614.000000 Penalty: 13557.780273
	Iteration 83Q: 3 clusters Score -1.445761e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 51021 members 
Entering Unmasked Estep 
Score: -14457632.000000 Penalty: 13557.780273
	Iteration 84Q: 3 clusters Score -1.445763e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 50797 members 
Entering Unmasked Estep 
Score: -14457730.000000 Penalty: 13557.780273
	Iteration 85Q: 3 clusters Score -1.445773e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 50547 members 
Entering Unmasked Estep 
Score: -14457802.000000 Penalty: 13557.780273
	Iteration 86Q: 3 clusters Score -1.44578e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 50261 members 
Entering Unmasked Estep 
Score: -14457845.000000 Penalty: 13557.780273
	Iteration 87Q: 3 clusters Score -1.445784e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 49950 members 
Entering Unmasked Estep 
Score: -14457961.000000 Penalty: 13557.780273
	Iteration 88Q: 3 clusters Score -1.445796e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 49625 members 
Entering Unmasked Estep 
Score: -14457963.000000 Penalty: 13557.780273
	Iteration 89Q: 3 clusters Score -1.445796e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 49303 members 
Entering Unmasked Estep 
Score: -14458040.000000 Penalty: 13557.780273
	Iteration 90Q: 3 clusters Score -1.445804e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 48999 members 
Entering Unmasked Estep 
Score: -14458125.000000 Penalty: 13557.780273
	Iteration 91Q: 3 clusters Score -1.445812e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 48671 members 
Entering Unmasked Estep 
Score: -14458179.000000 Penalty: 13557.780273
	Iteration 92Q: 3 clusters Score -1.445818e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 48336 members 
Entering Unmasked Estep 
Score: -14458268.000000 Penalty: 13557.780273
	Iteration 93Q: 3 clusters Score -1.445827e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 47968 members 
Entering Unmasked Estep 
Score: -14458359.000000 Penalty: 13557.780273
	Iteration 94Q: 3 clusters Score -1.445836e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 47537 members 
Entering Unmasked Estep 
Score: -14458480.000000 Penalty: 13557.780273
	Iteration 95Q: 3 clusters Score -1.445848e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 47052 members 
Entering Unmasked Estep 
Score: -14458573.000000 Penalty: 13557.780273
	Iteration 96Q: 3 clusters Score -1.445857e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 46550 members 
Entering Unmasked Estep 
Score: -14458755.000000 Penalty: 13557.780273
	Iteration 97Q: 3 clusters Score -1.445876e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 45989 members 
Entering Unmasked Estep 
Score: -14458995.000000 Penalty: 13557.780273
	Iteration 98Q: 3 clusters Score -1.4459e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 45401 members 
Entering Unmasked Estep 
Score: -14459223.000000 Penalty: 13557.780273
	Iteration 99Q: 3 clusters Score -1.445922e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 44731 members 
Entering Unmasked Estep 
Score: -14459514.000000 Penalty: 13557.780273
	Iteration 100F: 3 clusters Score -1.445951e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 43979 members 
Entering Unmasked Estep 
Score: -14459848.000000 Penalty: 13557.780273
	Iteration 101Q: 3 clusters Score -1.445985e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 43148 members 
Entering Unmasked Estep 
Score: -14460435.000000 Penalty: 13557.780273
	Iteration 102Q: 3 clusters Score -1.446044e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 42170 members 
Entering Unmasked Estep 
Score: -14461114.000000 Penalty: 13557.780273
	Iteration 103Q: 3 clusters Score -1.446111e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 41109 members 
Entering Unmasked Estep 
Score: -14462002.000000 Penalty: 13557.780273
	Iteration 104Q: 3 clusters Score -1.4462e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 40020 members 
Entering Unmasked Estep 
Score: -14462861.000000 Penalty: 13557.780273
	Iteration 105Q: 3 clusters Score -1.446286e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 39057 members 
Entering Unmasked Estep 
Score: -14463619.000000 Penalty: 13557.780273
	Iteration 106Q: 3 clusters Score -1.446362e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 38222 members 
Entering Unmasked Estep 
Score: -14464092.000000 Penalty: 13557.780273
	Iteration 107Q: 3 clusters Score -1.446409e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 37553 members 
Entering Unmasked Estep 
Score: -14464404.000000 Penalty: 13557.780273
	Iteration 108Q: 3 clusters Score -1.44644e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 37058 members 
Entering Unmasked Estep 
Score: -14464587.000000 Penalty: 13557.780273
	Iteration 109Q: 3 clusters Score -1.446459e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 36696 members 
Entering Unmasked Estep 
Score: -14464724.000000 Penalty: 13557.780273
	Iteration 110Q: 3 clusters Score -1.446472e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 36432 members 
Entering Unmasked Estep 
Score: -14464780.000000 Penalty: 13557.780273
	Iteration 111Q: 3 clusters Score -1.446478e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27837 members 
Mstep: Class 2 contains 36223 members 
Entering Unmasked Estep 
Score: -14464819.000000 Penalty: 13557.780273
	Iteration 112Q: 3 clusters Score -1.446482e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27982 members 
Mstep: Class 2 contains 36078 members 
Entering Unmasked Estep 
Score: -14464859.000000 Penalty: 13557.780273
	Iteration 113Q: 3 clusters Score -1.446486e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 35975 members 
Entering Unmasked Estep 
Score: -14464911.000000 Penalty: 13557.780273
	Iteration 114Q: 3 clusters Score -1.446491e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 35910 members 
Entering Unmasked Estep 
Score: -14464901.000000 Penalty: 13557.780273
	Iteration 115Q: 3 clusters Score -1.44649e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28190 members 
Mstep: Class 2 contains 35870 members 
Entering Unmasked Estep 
Score: -14464904.000000 Penalty: 13557.780273
	Iteration 116Q: 3 clusters Score -1.44649e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28219 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -14464892.000000 Penalty: 13557.780273
	Iteration 117Q: 3 clusters Score -1.446489e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28237 members 
Mstep: Class 2 contains 35823 members 
Entering Unmasked Estep 
Score: -14464907.000000 Penalty: 13557.780273
	Iteration 118Q: 3 clusters Score -1.446491e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28245 members 
Mstep: Class 2 contains 35815 members 
Entering Unmasked Estep 
Score: -14464907.000000 Penalty: 13557.780273
	Iteration 119Q: 3 clusters Score -1.446491e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28253 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -14464982.000000 Penalty: 13557.780273
	Iteration 120F: 3 clusters Score -1.446498e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 35725 members 
Entering Unmasked Estep 
Score: -14465052.000000 Penalty: 13557.780273
	Iteration 121Q: 3 clusters Score -1.446505e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28411 members 
Mstep: Class 2 contains 35649 members 
Entering Unmasked Estep 
Score: -14465035.000000 Penalty: 13557.780273
	Iteration 122Q: 3 clusters Score -1.446504e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28473 members 
Mstep: Class 2 contains 35587 members 
Entering Unmasked Estep 
Score: -14465041.000000 Penalty: 13557.780273
	Iteration 123Q: 3 clusters Score -1.446504e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 35545 members 
Entering Unmasked Estep 
Score: -14465056.000000 Penalty: 13557.780273
	Iteration 124Q: 3 clusters Score -1.446506e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 35519 members 
Entering Unmasked Estep 
Score: -14465057.000000 Penalty: 13557.780273
	Iteration 125Q: 3 clusters Score -1.446506e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28561 members 
Mstep: Class 2 contains 35499 members 
Entering Unmasked Estep 
Score: -14465032.000000 Penalty: 13557.780273
	Iteration 126Q: 3 clusters Score -1.446503e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28568 members 
Mstep: Class 2 contains 35492 members 
Entering Unmasked Estep 
Score: -14465022.000000 Penalty: 13557.780273
	Iteration 127Q: 3 clusters Score -1.446502e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28571 members 
Mstep: Class 2 contains 35489 members 
Entering Unmasked Estep 
Score: -14465018.000000 Penalty: 13557.780273
	Iteration 128Q: 3 clusters Score -1.446502e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 35483 members 
Entering Unmasked Estep 
Score: -14465024.000000 Penalty: 13557.780273
	Iteration 129Q: 3 clusters Score -1.446502e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28585 members 
Mstep: Class 2 contains 35475 members 
Entering Unmasked Estep 
Score: -14465043.000000 Penalty: 13557.780273
	Iteration 130Q: 3 clusters Score -1.446504e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28592 members 
Mstep: Class 2 contains 35468 members 
Entering Unmasked Estep 
Score: -14465021.000000 Penalty: 13557.780273
	Iteration 131Q: 3 clusters Score -1.446502e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28599 members 
Mstep: Class 2 contains 35461 members 
Entering Unmasked Estep 
Score: -14465029.000000 Penalty: 13557.780273
	Iteration 132Q: 3 clusters Score -1.446503e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 35455 members 
Entering Unmasked Estep 
Score: -14465034.000000 Penalty: 13557.780273
	Iteration 133Q: 3 clusters Score -1.446503e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28608 members 
Mstep: Class 2 contains 35452 members 
Entering Unmasked Estep 
Score: -14465047.000000 Penalty: 13557.780273
	Iteration 134Q: 3 clusters Score -1.446505e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28611 members 
Mstep: Class 2 contains 35449 members 
Entering Unmasked Estep 
Score: -14465040.000000 Penalty: 13557.780273
	Iteration 135Q: 3 clusters Score -1.446504e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28612 members 
Mstep: Class 2 contains 35448 members 
Entering Unmasked Estep 
Score: -14465039.000000 Penalty: 13557.780273
	Iteration 136Q: 3 clusters Score -1.446504e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28612 members 
Mstep: Class 2 contains 35448 members 
Entering Unmasked Estep 
Score: -14465039.000000 Penalty: 13557.780273
	Iteration 137F: 3 clusters Score -1.446504e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 30928 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12158 members 
Mstep: Class 5 contains 6463 members 
Mstep: Class 6 contains 12205 members 
Mstep: Class 7 contains 20785 members 
Mstep: Class 8 contains 146982 members 
Mstep: Class 9 contains 10720 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69327 members 
Mstep: Class 12 contains 1799 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127521 members 
Mstep: Class 15 contains 17158 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22175 members 
Mstep: Class 18 contains 55063 members 
Mstep: Class 19 contains 18165 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 28612 members 
Mstep: Class 22 contains 5986 members 
Mstep: Class 23 contains 29407 members 
Mstep: Class 24 contains 13513 members 
Mstep: Class 25 contains 31203 members 
Mstep: Class 26 contains 35448 members 
Entering Unmasked Estep 
Score: -157251456.000000 Penalty: 214727.484375
Splitting cluster 21 changes total score from -157248640.000000 to -157251456.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 22 (5986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Entering Unmasked Estep 
Score: -1280459.875000 Penalty: 5327.021973
	Iteration 0F: 2 clusters Score -1280460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1272805.125000 Penalty: 10654.043945
	Iteration 0F: 3 clusters Score -1272805 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1274162.250000 Penalty: 10654.043945
	Iteration 1F: 3 clusters Score -1274162 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1274546.375000 Penalty: 10654.043945
	Iteration 2F: 3 clusters Score -1274546 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1274794.000000 Penalty: 10654.043945
	Iteration 3Q: 3 clusters Score -1274794 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1275001.250000 Penalty: 10654.043945
	Iteration 4Q: 3 clusters Score -1275001 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1275170.125000 Penalty: 10654.043945
	Iteration 5Q: 3 clusters Score -1275170 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1275321.500000 Penalty: 10654.043945
	Iteration 6Q: 3 clusters Score -1275322 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1275431.875000 Penalty: 10654.043945
	Iteration 7Q: 3 clusters Score -1275432 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1275547.750000 Penalty: 10654.043945
	Iteration 8Q: 3 clusters Score -1275548 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1275698.875000 Penalty: 10654.043945
	Iteration 9Q: 3 clusters Score -1275699 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1275873.500000 Penalty: 10654.043945
	Iteration 10Q: 3 clusters Score -1275874 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1276095.375000 Penalty: 10654.043945
	Iteration 11Q: 3 clusters Score -1276095 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1276326.000000 Penalty: 10654.043945
	Iteration 12Q: 3 clusters Score -1276326 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1276550.250000 Penalty: 10654.043945
	Iteration 13Q: 3 clusters Score -1276550 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1276777.000000 Penalty: 10654.043945
	Iteration 14Q: 3 clusters Score -1276777 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1277016.500000 Penalty: 10654.043945
	Iteration 15Q: 3 clusters Score -1277016 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1277188.500000 Penalty: 10654.043945
	Iteration 16Q: 3 clusters Score -1277188 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1277282.125000 Penalty: 10654.043945
	Iteration 17Q: 3 clusters Score -1277282 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1277340.750000 Penalty: 10654.043945
	Iteration 18Q: 3 clusters Score -1277341 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1277386.750000 Penalty: 10654.043945
	Iteration 19Q: 3 clusters Score -1277387 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1277421.625000 Penalty: 10654.043945
	Iteration 20F: 3 clusters Score -1277422 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1277449.000000 Penalty: 10654.043945
	Iteration 21Q: 3 clusters Score -1277449 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1277463.375000 Penalty: 10654.043945
	Iteration 22Q: 3 clusters Score -1277463 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1277474.375000 Penalty: 10654.043945
	Iteration 23Q: 3 clusters Score -1277474 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1277483.500000 Penalty: 10654.043945
	Iteration 24Q: 3 clusters Score -1277484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1277493.750000 Penalty: 10654.043945
	Iteration 25Q: 3 clusters Score -1277494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1277492.750000 Penalty: 10654.043945
	Iteration 26Q: 3 clusters Score -1277493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1277499.000000 Penalty: 10654.043945
	Iteration 27Q: 3 clusters Score -1277499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1277504.250000 Penalty: 10654.043945
	Iteration 28Q: 3 clusters Score -1277504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1277511.875000 Penalty: 10654.043945
	Iteration 29Q: 3 clusters Score -1277512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1277514.500000 Penalty: 10654.043945
	Iteration 30Q: 3 clusters Score -1277514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1277520.500000 Penalty: 10654.043945
	Iteration 31Q: 3 clusters Score -1277520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1277524.625000 Penalty: 10654.043945
	Iteration 32Q: 3 clusters Score -1277525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1277528.125000 Penalty: 10654.043945
	Iteration 33Q: 3 clusters Score -1277528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1277532.000000 Penalty: 10654.043945
	Iteration 34Q: 3 clusters Score -1277532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1277532.875000 Penalty: 10654.043945
	Iteration 35Q: 3 clusters Score -1277533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1277532.875000 Penalty: 10654.043945
	Iteration 36F: 3 clusters Score -1277533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (29407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29407 members 
Entering Unmasked Estep 
Score: -6566880.000000 Penalty: 6302.005371
	Iteration 0F: 2 clusters Score -6566880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -6544467.500000 Penalty: 12604.010742
	Iteration 0F: 3 clusters Score -6544468 nChanged 12349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -6551031.000000 Penalty: 12604.010742
	Iteration 1F: 3 clusters Score -6551031 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -6551810.000000 Penalty: 12604.010742
	Iteration 2F: 3 clusters Score -6551810 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -6552345.500000 Penalty: 12604.010742
	Iteration 3Q: 3 clusters Score -6552346 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -6552829.000000 Penalty: 12604.010742
	Iteration 4Q: 3 clusters Score -6552829 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -6553273.500000 Penalty: 12604.010742
	Iteration 5Q: 3 clusters Score -6553274 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -6553699.000000 Penalty: 12604.010742
	Iteration 6Q: 3 clusters Score -6553699 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -6554106.000000 Penalty: 12604.010742
	Iteration 7Q: 3 clusters Score -6554106 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -6554561.000000 Penalty: 12604.010742
	Iteration 8Q: 3 clusters Score -6554561 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -6555050.500000 Penalty: 12604.010742
	Iteration 9Q: 3 clusters Score -6555050 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -6555476.500000 Penalty: 12604.010742
	Iteration 10Q: 3 clusters Score -6555476 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -6555979.500000 Penalty: 12604.010742
	Iteration 11Q: 3 clusters Score -6555980 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -6556395.000000 Penalty: 12604.010742
	Iteration 12Q: 3 clusters Score -6556395 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -6556981.500000 Penalty: 12604.010742
	Iteration 13Q: 3 clusters Score -6556982 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -6557470.000000 Penalty: 12604.010742
	Iteration 14Q: 3 clusters Score -6557470 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -6557991.500000 Penalty: 12604.010742
	Iteration 15Q: 3 clusters Score -6557992 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 24139 members 
Entering Unmasked Estep 
Score: -6558510.000000 Penalty: 12604.010742
	Iteration 16Q: 3 clusters Score -6558510 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -6558989.500000 Penalty: 12604.010742
	Iteration 17Q: 3 clusters Score -6558990 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -6559459.000000 Penalty: 12604.010742
	Iteration 18Q: 3 clusters Score -6559459 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 26144 members 
Entering Unmasked Estep 
Score: -6559834.500000 Penalty: 12604.010742
	Iteration 19Q: 3 clusters Score -6559834 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 26628 members 
Entering Unmasked Estep 
Score: -6560184.500000 Penalty: 12604.010742
	Iteration 20F: 3 clusters Score -6560184 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -6560448.000000 Penalty: 12604.010742
	Iteration 21Q: 3 clusters Score -6560448 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -6560624.500000 Penalty: 12604.010742
	Iteration 22Q: 3 clusters Score -6560624 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -6560771.000000 Penalty: 12604.010742
	Iteration 23Q: 3 clusters Score -6560771 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 27662 members 
Entering Unmasked Estep 
Score: -6560903.500000 Penalty: 12604.010742
	Iteration 24Q: 3 clusters Score -6560904 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 27791 members 
Entering Unmasked Estep 
Score: -6561011.500000 Penalty: 12604.010742
	Iteration 25Q: 3 clusters Score -6561012 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 27890 members 
Entering Unmasked Estep 
Score: -6561074.000000 Penalty: 12604.010742
	Iteration 26Q: 3 clusters Score -6561074 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 27978 members 
Entering Unmasked Estep 
Score: -6561145.500000 Penalty: 12604.010742
	Iteration 27Q: 3 clusters Score -6561146 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 28043 members 
Entering Unmasked Estep 
Score: -6561202.500000 Penalty: 12604.010742
	Iteration 28Q: 3 clusters Score -6561202 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 28099 members 
Entering Unmasked Estep 
Score: -6561263.000000 Penalty: 12604.010742
	Iteration 29Q: 3 clusters Score -6561263 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
Score: -6561304.000000 Penalty: 12604.010742
	Iteration 30Q: 3 clusters Score -6561304 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 28196 members 
Entering Unmasked Estep 
Score: -6561350.000000 Penalty: 12604.010742
	Iteration 31Q: 3 clusters Score -6561350 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 28231 members 
Entering Unmasked Estep 
Score: -6561373.000000 Penalty: 12604.010742
	Iteration 32Q: 3 clusters Score -6561373 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -6561399.000000 Penalty: 12604.010742
	Iteration 33Q: 3 clusters Score -6561399 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -6561424.000000 Penalty: 12604.010742
	Iteration 34Q: 3 clusters Score -6561424 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 28314 members 
Entering Unmasked Estep 
Score: -6561458.000000 Penalty: 12604.010742
	Iteration 35Q: 3 clusters Score -6561458 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 28345 members 
Entering Unmasked Estep 
Score: -6561474.500000 Penalty: 12604.010742
	Iteration 36Q: 3 clusters Score -6561474 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
Score: -6561507.000000 Penalty: 12604.010742
	Iteration 37Q: 3 clusters Score -6561507 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 28372 members 
Entering Unmasked Estep 
Score: -6561520.500000 Penalty: 12604.010742
	Iteration 38Q: 3 clusters Score -6561520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -6561525.000000 Penalty: 12604.010742
	Iteration 39Q: 3 clusters Score -6561525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 28383 members 
Entering Unmasked Estep 
Score: -6561531.000000 Penalty: 12604.010742
	Iteration 40F: 3 clusters Score -6561531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 28389 members 
Entering Unmasked Estep 
Score: -6561539.000000 Penalty: 12604.010742
	Iteration 41Q: 3 clusters Score -6561539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
Score: -6561545.000000 Penalty: 12604.010742
	Iteration 42Q: 3 clusters Score -6561545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 28406 members 
Entering Unmasked Estep 
Score: -6561556.500000 Penalty: 12604.010742
	Iteration 43Q: 3 clusters Score -6561556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 28413 members 
Entering Unmasked Estep 
Score: -6561555.000000 Penalty: 12604.010742
	Iteration 44Q: 3 clusters Score -6561555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 28423 members 
Entering Unmasked Estep 
Score: -6561563.000000 Penalty: 12604.010742
	Iteration 45Q: 3 clusters Score -6561563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 28429 members 
Entering Unmasked Estep 
Score: -6561568.000000 Penalty: 12604.010742
	Iteration 46Q: 3 clusters Score -6561568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -6561576.000000 Penalty: 12604.010742
	Iteration 47Q: 3 clusters Score -6561576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 28439 members 
Entering Unmasked Estep 
Score: -6561580.000000 Penalty: 12604.010742
	Iteration 48Q: 3 clusters Score -6561580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 28446 members 
Entering Unmasked Estep 
Score: -6561592.500000 Penalty: 12604.010742
	Iteration 49Q: 3 clusters Score -6561592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 28451 members 
Entering Unmasked Estep 
Score: -6561589.500000 Penalty: 12604.010742
	Iteration 50Q: 3 clusters Score -6561590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 28454 members 
Entering Unmasked Estep 
Score: -6561596.000000 Penalty: 12604.010742
	Iteration 51Q: 3 clusters Score -6561596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 28463 members 
Entering Unmasked Estep 
Score: -6561607.500000 Penalty: 12604.010742
	Iteration 52Q: 3 clusters Score -6561608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 28465 members 
Entering Unmasked Estep 
Score: -6561619.500000 Penalty: 12604.010742
	Iteration 53Q: 3 clusters Score -6561620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 28467 members 
Entering Unmasked Estep 
Score: -6561615.500000 Penalty: 12604.010742
	Iteration 54Q: 3 clusters Score -6561616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 28470 members 
Entering Unmasked Estep 
Score: -6561619.000000 Penalty: 12604.010742
	Iteration 55Q: 3 clusters Score -6561619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 28471 members 
Entering Unmasked Estep 
Score: -6561618.500000 Penalty: 12604.010742
	Iteration 56Q: 3 clusters Score -6561618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 28471 members 
Entering Unmasked Estep 
Score: -6561618.500000 Penalty: 12604.010742
	Iteration 57F: 3 clusters Score -6561618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Entering Unmasked Estep 
Score: -2988372.750000 Penalty: 5825.737305
	Iteration 0F: 2 clusters Score -2988373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -2975988.000000 Penalty: 11651.474609
	Iteration 0F: 3 clusters Score -2975988 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -2978774.000000 Penalty: 11651.474609
	Iteration 1F: 3 clusters Score -2978774 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -2979279.500000 Penalty: 11651.474609
	Iteration 2F: 3 clusters Score -2979280 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -2979622.250000 Penalty: 11651.474609
	Iteration 3Q: 3 clusters Score -2979622 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -2979869.000000 Penalty: 11651.474609
	Iteration 4Q: 3 clusters Score -2979869 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -2980030.750000 Penalty: 11651.474609
	Iteration 5Q: 3 clusters Score -2980031 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -2980161.000000 Penalty: 11651.474609
	Iteration 6Q: 3 clusters Score -2980161 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -2980267.250000 Penalty: 11651.474609
	Iteration 7Q: 3 clusters Score -2980267 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -2980343.500000 Penalty: 11651.474609
	Iteration 8Q: 3 clusters Score -2980344 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -2980427.250000 Penalty: 11651.474609
	Iteration 9Q: 3 clusters Score -2980427 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -2980507.750000 Penalty: 11651.474609
	Iteration 10Q: 3 clusters Score -2980508 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -2980564.250000 Penalty: 11651.474609
	Iteration 11Q: 3 clusters Score -2980564 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -2980645.250000 Penalty: 11651.474609
	Iteration 12Q: 3 clusters Score -2980645 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -2980695.500000 Penalty: 11651.474609
	Iteration 13Q: 3 clusters Score -2980696 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -2980735.000000 Penalty: 11651.474609
	Iteration 14Q: 3 clusters Score -2980735 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -2980766.000000 Penalty: 11651.474609
	Iteration 15Q: 3 clusters Score -2980766 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -2980799.500000 Penalty: 11651.474609
	Iteration 16Q: 3 clusters Score -2980800 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -2980845.750000 Penalty: 11651.474609
	Iteration 17Q: 3 clusters Score -2980846 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -2980893.000000 Penalty: 11651.474609
	Iteration 18Q: 3 clusters Score -2980893 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -2980927.500000 Penalty: 11651.474609
	Iteration 19Q: 3 clusters Score -2980928 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -2980975.500000 Penalty: 11651.474609
	Iteration 20F: 3 clusters Score -2980976 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -2981021.500000 Penalty: 11651.474609
	Iteration 21Q: 3 clusters Score -2981022 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -2981054.250000 Penalty: 11651.474609
	Iteration 22Q: 3 clusters Score -2981054 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -2981085.000000 Penalty: 11651.474609
	Iteration 23Q: 3 clusters Score -2981085 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -2981116.750000 Penalty: 11651.474609
	Iteration 24Q: 3 clusters Score -2981117 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -2981163.750000 Penalty: 11651.474609
	Iteration 25Q: 3 clusters Score -2981164 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -2981206.000000 Penalty: 11651.474609
	Iteration 26Q: 3 clusters Score -2981206 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -2981249.000000 Penalty: 11651.474609
	Iteration 27Q: 3 clusters Score -2981249 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -2981293.000000 Penalty: 11651.474609
	Iteration 28Q: 3 clusters Score -2981293 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -2981334.250000 Penalty: 11651.474609
	Iteration 29Q: 3 clusters Score -2981334 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -2981377.000000 Penalty: 11651.474609
	Iteration 30Q: 3 clusters Score -2981377 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -2981417.500000 Penalty: 11651.474609
	Iteration 31Q: 3 clusters Score -2981418 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -2981466.500000 Penalty: 11651.474609
	Iteration 32Q: 3 clusters Score -2981466 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -2981516.250000 Penalty: 11651.474609
	Iteration 33Q: 3 clusters Score -2981516 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -2981570.250000 Penalty: 11651.474609
	Iteration 34Q: 3 clusters Score -2981570 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -2981627.000000 Penalty: 11651.474609
	Iteration 35Q: 3 clusters Score -2981627 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -2981691.000000 Penalty: 11651.474609
	Iteration 36Q: 3 clusters Score -2981691 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -2981760.250000 Penalty: 11651.474609
	Iteration 37Q: 3 clusters Score -2981760 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -2981817.000000 Penalty: 11651.474609
	Iteration 38Q: 3 clusters Score -2981817 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -2981901.500000 Penalty: 11651.474609
	Iteration 39Q: 3 clusters Score -2981902 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -2982002.750000 Penalty: 11651.474609
	Iteration 40F: 3 clusters Score -2982003 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -2982097.750000 Penalty: 11651.474609
	Iteration 41Q: 3 clusters Score -2982098 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -2982175.750000 Penalty: 11651.474609
	Iteration 42Q: 3 clusters Score -2982176 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -2982253.000000 Penalty: 11651.474609
	Iteration 43Q: 3 clusters Score -2982253 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -2982353.000000 Penalty: 11651.474609
	Iteration 44Q: 3 clusters Score -2982353 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -2982425.750000 Penalty: 11651.474609
	Iteration 45Q: 3 clusters Score -2982426 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -2982505.250000 Penalty: 11651.474609
	Iteration 46Q: 3 clusters Score -2982505 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -2982588.000000 Penalty: 11651.474609
	Iteration 47Q: 3 clusters Score -2982588 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -2982660.000000 Penalty: 11651.474609
	Iteration 48Q: 3 clusters Score -2982660 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -2982725.750000 Penalty: 11651.474609
	Iteration 49Q: 3 clusters Score -2982726 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -2982783.750000 Penalty: 11651.474609
	Iteration 50Q: 3 clusters Score -2982784 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -2982832.750000 Penalty: 11651.474609
	Iteration 51Q: 3 clusters Score -2982833 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -2982894.750000 Penalty: 11651.474609
	Iteration 52Q: 3 clusters Score -2982895 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -2982938.500000 Penalty: 11651.474609
	Iteration 53Q: 3 clusters Score -2982938 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -2982964.500000 Penalty: 11651.474609
	Iteration 54Q: 3 clusters Score -2982964 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -2982997.250000 Penalty: 11651.474609
	Iteration 55Q: 3 clusters Score -2982997 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -2983020.750000 Penalty: 11651.474609
	Iteration 56Q: 3 clusters Score -2983021 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -2983039.250000 Penalty: 11651.474609
	Iteration 57Q: 3 clusters Score -2983039 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -2983048.000000 Penalty: 11651.474609
	Iteration 58Q: 3 clusters Score -2983048 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -2983065.750000 Penalty: 11651.474609
	Iteration 59Q: 3 clusters Score -2983066 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -2983077.750000 Penalty: 11651.474609
	Iteration 60F: 3 clusters Score -2983078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -2983081.000000 Penalty: 11651.474609
	Iteration 61Q: 3 clusters Score -2983081 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -2983084.250000 Penalty: 11651.474609
	Iteration 62Q: 3 clusters Score -2983084 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -2983088.500000 Penalty: 11651.474609
	Iteration 63Q: 3 clusters Score -2983088 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -2983093.000000 Penalty: 11651.474609
	Iteration 64Q: 3 clusters Score -2983093 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -2983104.000000 Penalty: 11651.474609
	Iteration 65Q: 3 clusters Score -2983104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -2983100.250000 Penalty: 11651.474609
	Iteration 66Q: 3 clusters Score -2983100 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -2983106.250000 Penalty: 11651.474609
	Iteration 67Q: 3 clusters Score -2983106 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -2983119.000000 Penalty: 11651.474609
	Iteration 68Q: 3 clusters Score -2983119 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -2983128.250000 Penalty: 11651.474609
	Iteration 69Q: 3 clusters Score -2983128 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -2983137.750000 Penalty: 11651.474609
	Iteration 70Q: 3 clusters Score -2983138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -2983136.750000 Penalty: 11651.474609
	Iteration 71Q: 3 clusters Score -2983137 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -2983147.000000 Penalty: 11651.474609
	Iteration 72Q: 3 clusters Score -2983147 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -2983144.750000 Penalty: 11651.474609
	Iteration 73Q: 3 clusters Score -2983145 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -2983152.000000 Penalty: 11651.474609
	Iteration 74Q: 3 clusters Score -2983152 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -2983154.750000 Penalty: 11651.474609
	Iteration 75Q: 3 clusters Score -2983155 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -2983166.750000 Penalty: 11651.474609
	Iteration 76Q: 3 clusters Score -2983167 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -2983177.000000 Penalty: 11651.474609
	Iteration 77Q: 3 clusters Score -2983177 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -2983177.750000 Penalty: 11651.474609
	Iteration 78Q: 3 clusters Score -2983178 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -2983180.500000 Penalty: 11651.474609
	Iteration 79Q: 3 clusters Score -2983180 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -2983196.000000 Penalty: 11651.474609
	Iteration 80F: 3 clusters Score -2983196 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -2983203.000000 Penalty: 11651.474609
	Iteration 81Q: 3 clusters Score -2983203 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -2983214.250000 Penalty: 11651.474609
	Iteration 82Q: 3 clusters Score -2983214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -2983223.750000 Penalty: 11651.474609
	Iteration 83Q: 3 clusters Score -2983224 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -2983230.750000 Penalty: 11651.474609
	Iteration 84Q: 3 clusters Score -2983231 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -2983228.000000 Penalty: 11651.474609
	Iteration 85Q: 3 clusters Score -2983228 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -2983239.750000 Penalty: 11651.474609
	Iteration 86Q: 3 clusters Score -2983240 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -2983246.500000 Penalty: 11651.474609
	Iteration 87Q: 3 clusters Score -2983246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -2983251.750000 Penalty: 11651.474609
	Iteration 88Q: 3 clusters Score -2983252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -2983257.500000 Penalty: 11651.474609
	Iteration 89Q: 3 clusters Score -2983258 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -2983260.500000 Penalty: 11651.474609
	Iteration 90Q: 3 clusters Score -2983260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -2983265.000000 Penalty: 11651.474609
	Iteration 91Q: 3 clusters Score -2983265 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -2983269.750000 Penalty: 11651.474609
	Iteration 92Q: 3 clusters Score -2983270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -2983281.250000 Penalty: 11651.474609
	Iteration 93Q: 3 clusters Score -2983281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -2983279.000000 Penalty: 11651.474609
	Iteration 94Q: 3 clusters Score -2983279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -2983289.500000 Penalty: 11651.474609
	Iteration 95Q: 3 clusters Score -2983290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -2983287.000000 Penalty: 11651.474609
	Iteration 96Q: 3 clusters Score -2983287 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -2983295.500000 Penalty: 11651.474609
	Iteration 97Q: 3 clusters Score -2983296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -2983303.000000 Penalty: 11651.474609
	Iteration 98Q: 3 clusters Score -2983303 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -2983313.250000 Penalty: 11651.474609
	Iteration 99Q: 3 clusters Score -2983313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -2983302.500000 Penalty: 11651.474609
	Iteration 100F: 3 clusters Score -2983302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -2983307.500000 Penalty: 11651.474609
	Iteration 101Q: 3 clusters Score -2983308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -2983312.500000 Penalty: 11651.474609
	Iteration 102Q: 3 clusters Score -2983312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -2983321.750000 Penalty: 11651.474609
	Iteration 103Q: 3 clusters Score -2983322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -2983319.500000 Penalty: 11651.474609
	Iteration 104Q: 3 clusters Score -2983320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -2983324.750000 Penalty: 11651.474609
	Iteration 105Q: 3 clusters Score -2983325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -2983324.500000 Penalty: 11651.474609
	Iteration 106Q: 3 clusters Score -2983324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -2983319.750000 Penalty: 11651.474609
	Iteration 107Q: 3 clusters Score -2983320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -2983325.500000 Penalty: 11651.474609
	Iteration 108Q: 3 clusters Score -2983326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -2983324.500000 Penalty: 11651.474609
	Iteration 109Q: 3 clusters Score -2983324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -2983328.750000 Penalty: 11651.474609
	Iteration 110Q: 3 clusters Score -2983329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -2983335.250000 Penalty: 11651.474609
	Iteration 111Q: 3 clusters Score -2983335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -2983333.000000 Penalty: 11651.474609
	Iteration 112Q: 3 clusters Score -2983333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -2983334.250000 Penalty: 11651.474609
	Iteration 113Q: 3 clusters Score -2983334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -2983335.500000 Penalty: 11651.474609
	Iteration 114Q: 3 clusters Score -2983336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -2983335.500000 Penalty: 11651.474609
	Iteration 115F: 3 clusters Score -2983336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (31203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31203 members 
Entering Unmasked Estep 
Score: -6960992.000000 Penalty: 6338.314941
	Iteration 0F: 2 clusters Score -6960992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -6937531.000000 Penalty: 12676.629883
	Iteration 0F: 3 clusters Score -6937531 nChanged 13106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -6944408.500000 Penalty: 12676.629883
	Iteration 1F: 3 clusters Score -6944408 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -6945111.000000 Penalty: 12676.629883
	Iteration 2F: 3 clusters Score -6945111 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -6945613.500000 Penalty: 12676.629883
	Iteration 3Q: 3 clusters Score -6945614 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -6945955.000000 Penalty: 12676.629883
	Iteration 4Q: 3 clusters Score -6945955 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -6946220.500000 Penalty: 12676.629883
	Iteration 5Q: 3 clusters Score -6946220 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -6946446.500000 Penalty: 12676.629883
	Iteration 6Q: 3 clusters Score -6946446 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -6946653.000000 Penalty: 12676.629883
	Iteration 7Q: 3 clusters Score -6946653 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -6946841.500000 Penalty: 12676.629883
	Iteration 8Q: 3 clusters Score -6946842 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -6946960.500000 Penalty: 12676.629883
	Iteration 9Q: 3 clusters Score -6946960 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -6947113.000000 Penalty: 12676.629883
	Iteration 10Q: 3 clusters Score -6947113 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -6947234.500000 Penalty: 12676.629883
	Iteration 11Q: 3 clusters Score -6947234 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -6947361.000000 Penalty: 12676.629883
	Iteration 12Q: 3 clusters Score -6947361 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -6947446.500000 Penalty: 12676.629883
	Iteration 13Q: 3 clusters Score -6947446 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -6947515.500000 Penalty: 12676.629883
	Iteration 14Q: 3 clusters Score -6947516 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -6947619.500000 Penalty: 12676.629883
	Iteration 15Q: 3 clusters Score -6947620 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -6947683.500000 Penalty: 12676.629883
	Iteration 16Q: 3 clusters Score -6947684 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -6947844.000000 Penalty: 12676.629883
	Iteration 17Q: 3 clusters Score -6947844 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -6947993.000000 Penalty: 12676.629883
	Iteration 18Q: 3 clusters Score -6947993 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -6948179.500000 Penalty: 12676.629883
	Iteration 19Q: 3 clusters Score -6948180 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -6948410.000000 Penalty: 12676.629883
	Iteration 20F: 3 clusters Score -6948410 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -6948705.500000 Penalty: 12676.629883
	Iteration 21Q: 3 clusters Score -6948706 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -6949106.000000 Penalty: 12676.629883
	Iteration 22Q: 3 clusters Score -6949106 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -6949580.500000 Penalty: 12676.629883
	Iteration 23Q: 3 clusters Score -6949580 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -6950188.500000 Penalty: 12676.629883
	Iteration 24Q: 3 clusters Score -6950188 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -6950890.500000 Penalty: 12676.629883
	Iteration 25Q: 3 clusters Score -6950890 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24886 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -6951692.000000 Penalty: 12676.629883
	Iteration 26Q: 3 clusters Score -6951692 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25894 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -6952389.500000 Penalty: 12676.629883
	Iteration 27Q: 3 clusters Score -6952390 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -6953070.500000 Penalty: 12676.629883
	Iteration 28Q: 3 clusters Score -6953070 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -6953619.500000 Penalty: 12676.629883
	Iteration 29Q: 3 clusters Score -6953620 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -6954009.000000 Penalty: 12676.629883
	Iteration 30Q: 3 clusters Score -6954009 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28678 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -6954378.500000 Penalty: 12676.629883
	Iteration 31Q: 3 clusters Score -6954378 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29054 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -6954689.000000 Penalty: 12676.629883
	Iteration 32Q: 3 clusters Score -6954689 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29337 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -6954896.000000 Penalty: 12676.629883
	Iteration 33Q: 3 clusters Score -6954896 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29559 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -6955067.500000 Penalty: 12676.629883
	Iteration 34Q: 3 clusters Score -6955068 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29729 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -6955244.500000 Penalty: 12676.629883
	Iteration 35Q: 3 clusters Score -6955244 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29831 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -6955303.500000 Penalty: 12676.629883
	Iteration 36Q: 3 clusters Score -6955304 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29915 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -6955381.000000 Penalty: 12676.629883
	Iteration 37Q: 3 clusters Score -6955381 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29976 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -6955408.500000 Penalty: 12676.629883
	Iteration 38Q: 3 clusters Score -6955408 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30017 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -6955430.000000 Penalty: 12676.629883
	Iteration 39Q: 3 clusters Score -6955430 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30050 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -6955464.000000 Penalty: 12676.629883
	Iteration 40F: 3 clusters Score -6955464 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30074 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -6955502.000000 Penalty: 12676.629883
	Iteration 41Q: 3 clusters Score -6955502 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30104 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -6955527.500000 Penalty: 12676.629883
	Iteration 42Q: 3 clusters Score -6955528 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30122 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -6955550.000000 Penalty: 12676.629883
	Iteration 43Q: 3 clusters Score -6955550 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30139 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -6955566.000000 Penalty: 12676.629883
	Iteration 44Q: 3 clusters Score -6955566 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30160 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -6955585.500000 Penalty: 12676.629883
	Iteration 45Q: 3 clusters Score -6955586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30173 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -6955595.500000 Penalty: 12676.629883
	Iteration 46Q: 3 clusters Score -6955596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30186 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -6955610.500000 Penalty: 12676.629883
	Iteration 47Q: 3 clusters Score -6955610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30195 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -6955631.000000 Penalty: 12676.629883
	Iteration 48Q: 3 clusters Score -6955631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30198 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -6955615.500000 Penalty: 12676.629883
	Iteration 49Q: 3 clusters Score -6955616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30199 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -6955621.500000 Penalty: 12676.629883
	Iteration 50Q: 3 clusters Score -6955622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30199 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -6955629.000000 Penalty: 12676.629883
	Iteration 51Q: 3 clusters Score -6955629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30199 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -6955629.000000 Penalty: 12676.629883
	Iteration 52F: 3 clusters Score -6955629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 30928 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12158 members 
Mstep: Class 5 contains 6463 members 
Mstep: Class 6 contains 12205 members 
Mstep: Class 7 contains 20785 members 
Mstep: Class 8 contains 146982 members 
Mstep: Class 9 contains 10720 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69327 members 
Mstep: Class 12 contains 1799 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127521 members 
Mstep: Class 15 contains 17158 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22175 members 
Mstep: Class 18 contains 55063 members 
Mstep: Class 19 contains 18165 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 28612 members 
Mstep: Class 22 contains 5986 members 
Mstep: Class 23 contains 29407 members 
Mstep: Class 24 contains 13513 members 
Mstep: Class 25 contains 31203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157253888.000000 Penalty: 214727.484375
Iteration 159Q: 27 clusters Score -1.572539e+08 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 30928 members 
Mstep: Class 3 contains 3003 members 
Mstep: Class 4 contains 12051 members 
Mstep: Class 5 contains 6294 members 
Mstep: Class 6 contains 11901 members 
Mstep: Class 7 contains 20798 members 
Mstep: Class 8 contains 145894 members 
Mstep: Class 9 contains 10758 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 69340 members 
Mstep: Class 12 contains 1799 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127614 members 
Mstep: Class 15 contains 17001 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22174 members 
Mstep: Class 18 contains 55026 members 
Mstep: Class 19 contains 18181 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 30844 members 
Mstep: Class 22 contains 5966 members 
Mstep: Class 23 contains 29403 members 
Mstep: Class 24 contains 13470 members 
Mstep: Class 25 contains 31116 members 
Mstep: Class 26 contains 35062 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 160F: 27 clusters Score -1.572557e+08 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 30837 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 11973 members 
Mstep: Class 5 contains 6160 members 
Mstep: Class 6 contains 11662 members 
Mstep: Class 7 contains 20782 members 
Mstep: Class 8 contains 145271 members 
Mstep: Class 9 contains 10669 members 
Mstep: Class 10 contains 965 members 
Mstep: Class 11 contains 69328 members 
Mstep: Class 12 contains 1799 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127593 members 
Mstep: Class 15 contains 16869 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22165 members 
Mstep: Class 18 contains 55022 members 
Mstep: Class 19 contains 18173 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 32277 members 
Mstep: Class 22 contains 5963 members 
Mstep: Class 23 contains 29400 members 
Mstep: Class 24 contains 13446 members 
Mstep: Class 25 contains 31052 members 
Mstep: Class 26 contains 35188 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 161Q: 27 clusters Score -1.572566e+08 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 30726 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 11876 members 
Mstep: Class 5 contains 6059 members 
Mstep: Class 6 contains 11407 members 
Mstep: Class 7 contains 20757 members 
Mstep: Class 8 contains 144791 members 
Mstep: Class 9 contains 10621 members 
Mstep: Class 10 contains 964 members 
Mstep: Class 11 contains 69322 members 
Mstep: Class 12 contains 1799 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127583 members 
Mstep: Class 15 contains 16785 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22162 members 
Mstep: Class 18 contains 55024 members 
Mstep: Class 19 contains 18170 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 33460 members 
Mstep: Class 22 contains 5968 members 
Mstep: Class 23 contains 29398 members 
Mstep: Class 24 contains 13430 members 
Mstep: Class 25 contains 31007 members 
Mstep: Class 26 contains 35294 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 162Q: 27 clusters Score -1.572568e+08 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 30598 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 11774 members 
Mstep: Class 5 contains 5969 members 
Mstep: Class 6 contains 11167 members 
Mstep: Class 7 contains 20738 members 
Mstep: Class 8 contains 144499 members 
Mstep: Class 9 contains 10585 members 
Mstep: Class 10 contains 964 members 
Mstep: Class 11 contains 69313 members 
Mstep: Class 12 contains 1799 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127549 members 
Mstep: Class 15 contains 16708 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22156 members 
Mstep: Class 18 contains 55020 members 
Mstep: Class 19 contains 18179 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 34466 members 
Mstep: Class 22 contains 5964 members 
Mstep: Class 23 contains 29397 members 
Mstep: Class 24 contains 13418 members 
Mstep: Class 25 contains 30971 members 
Mstep: Class 26 contains 35375 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 163Q: 27 clusters Score -1.57257e+08 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 30491 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 11676 members 
Mstep: Class 5 contains 5920 members 
Mstep: Class 6 contains 10928 members 
Mstep: Class 7 contains 20722 members 
Mstep: Class 8 contains 144255 members 
Mstep: Class 9 contains 10560 members 
Mstep: Class 10 contains 963 members 
Mstep: Class 11 contains 69307 members 
Mstep: Class 12 contains 1795 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127538 members 
Mstep: Class 15 contains 16651 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22147 members 
Mstep: Class 18 contains 55020 members 
Mstep: Class 19 contains 18180 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 35315 members 
Mstep: Class 22 contains 5968 members 
Mstep: Class 23 contains 29395 members 
Mstep: Class 24 contains 13404 members 
Mstep: Class 25 contains 30942 members 
Mstep: Class 26 contains 35430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157257328.000000 Penalty: 214727.484375
Iteration 164Q: 27 clusters Score -1.572573e+08 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 30379 members 
Mstep: Class 3 contains 3000 members 
Mstep: Class 4 contains 11573 members 
Mstep: Class 5 contains 5871 members 
Mstep: Class 6 contains 10722 members 
Mstep: Class 7 contains 20704 members 
Mstep: Class 8 contains 144096 members 
Mstep: Class 9 contains 10537 members 
Mstep: Class 10 contains 960 members 
Mstep: Class 11 contains 69291 members 
Mstep: Class 12 contains 1790 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127530 members 
Mstep: Class 15 contains 16586 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22138 members 
Mstep: Class 18 contains 55025 members 
Mstep: Class 19 contains 18179 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 36081 members 
Mstep: Class 22 contains 5972 members 
Mstep: Class 23 contains 29389 members 
Mstep: Class 24 contains 13389 members 
Mstep: Class 25 contains 30915 members 
Mstep: Class 26 contains 35479 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 165Q: 27 clusters Score -1.572574e+08 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 30272 members 
Mstep: Class 3 contains 3000 members 
Mstep: Class 4 contains 11499 members 
Mstep: Class 5 contains 5837 members 
Mstep: Class 6 contains 10552 members 
Mstep: Class 7 contains 20687 members 
Mstep: Class 8 contains 143964 members 
Mstep: Class 9 contains 10522 members 
Mstep: Class 10 contains 958 members 
Mstep: Class 11 contains 69284 members 
Mstep: Class 12 contains 1785 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127514 members 
Mstep: Class 15 contains 16535 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22133 members 
Mstep: Class 18 contains 55038 members 
Mstep: Class 19 contains 18184 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 36691 members 
Mstep: Class 22 contains 5974 members 
Mstep: Class 23 contains 29386 members 
Mstep: Class 24 contains 13379 members 
Mstep: Class 25 contains 30890 members 
Mstep: Class 26 contains 35519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157257488.000000 Penalty: 214727.484375
Iteration 166Q: 27 clusters Score -1.572575e+08 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 30175 members 
Mstep: Class 3 contains 3000 members 
Mstep: Class 4 contains 11438 members 
Mstep: Class 5 contains 5805 members 
Mstep: Class 6 contains 10425 members 
Mstep: Class 7 contains 20656 members 
Mstep: Class 8 contains 143848 members 
Mstep: Class 9 contains 10511 members 
Mstep: Class 10 contains 956 members 
Mstep: Class 11 contains 69271 members 
Mstep: Class 12 contains 1783 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127502 members 
Mstep: Class 15 contains 16473 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22133 members 
Mstep: Class 18 contains 55046 members 
Mstep: Class 19 contains 18191 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 37235 members 
Mstep: Class 22 contains 5976 members 
Mstep: Class 23 contains 29388 members 
Mstep: Class 24 contains 13379 members 
Mstep: Class 25 contains 30868 members 
Mstep: Class 26 contains 35545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157258128.000000 Penalty: 214727.484375
Iteration 167Q: 27 clusters Score -1.572581e+08 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 30078 members 
Mstep: Class 3 contains 3000 members 
Mstep: Class 4 contains 11387 members 
Mstep: Class 5 contains 5773 members 
Mstep: Class 6 contains 10304 members 
Mstep: Class 7 contains 20630 members 
Mstep: Class 8 contains 143755 members 
Mstep: Class 9 contains 10506 members 
Mstep: Class 10 contains 955 members 
Mstep: Class 11 contains 69261 members 
Mstep: Class 12 contains 1780 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127491 members 
Mstep: Class 15 contains 16418 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22134 members 
Mstep: Class 18 contains 55050 members 
Mstep: Class 19 contains 18201 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 37733 members 
Mstep: Class 22 contains 5979 members 
Mstep: Class 23 contains 29383 members 
Mstep: Class 24 contains 13377 members 
Mstep: Class 25 contains 30853 members 
Mstep: Class 26 contains 35558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157257936.000000 Penalty: 214727.484375
Iteration 168Q: 27 clusters Score -1.572579e+08 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 29983 members 
Mstep: Class 3 contains 3000 members 
Mstep: Class 4 contains 11342 members 
Mstep: Class 5 contains 5752 members 
Mstep: Class 6 contains 10194 members 
Mstep: Class 7 contains 20615 members 
Mstep: Class 8 contains 143694 members 
Mstep: Class 9 contains 10499 members 
Mstep: Class 10 contains 953 members 
Mstep: Class 11 contains 69251 members 
Mstep: Class 12 contains 1777 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127491 members 
Mstep: Class 15 contains 16375 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22129 members 
Mstep: Class 18 contains 55056 members 
Mstep: Class 19 contains 18201 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 38159 members 
Mstep: Class 22 contains 5981 members 
Mstep: Class 23 contains 29380 members 
Mstep: Class 24 contains 13367 members 
Mstep: Class 25 contains 30833 members 
Mstep: Class 26 contains 35573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157258304.000000 Penalty: 214727.484375
Iteration 169Q: 27 clusters Score -1.572583e+08 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 29886 members 
Mstep: Class 3 contains 3000 members 
Mstep: Class 4 contains 11303 members 
Mstep: Class 5 contains 5734 members 
Mstep: Class 6 contains 10112 members 
Mstep: Class 7 contains 20598 members 
Mstep: Class 8 contains 143666 members 
Mstep: Class 9 contains 10494 members 
Mstep: Class 10 contains 953 members 
Mstep: Class 11 contains 69248 members 
Mstep: Class 12 contains 1774 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127487 members 
Mstep: Class 15 contains 16322 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22114 members 
Mstep: Class 18 contains 55065 members 
Mstep: Class 19 contains 18201 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 38509 members 
Mstep: Class 22 contains 5977 members 
Mstep: Class 23 contains 29378 members 
Mstep: Class 24 contains 13362 members 
Mstep: Class 25 contains 30827 members 
Mstep: Class 26 contains 35593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157257856.000000 Penalty: 214727.484375
Iteration 170Q: 27 clusters Score -1.572579e+08 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 29803 members 
Mstep: Class 3 contains 3000 members 
Mstep: Class 4 contains 11267 members 
Mstep: Class 5 contains 5720 members 
Mstep: Class 6 contains 10067 members 
Mstep: Class 7 contains 20567 members 
Mstep: Class 8 contains 143647 members 
Mstep: Class 9 contains 10492 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 69239 members 
Mstep: Class 12 contains 1772 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127478 members 
Mstep: Class 15 contains 16279 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22109 members 
Mstep: Class 18 contains 55078 members 
Mstep: Class 19 contains 18200 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 38798 members 
Mstep: Class 22 contains 5979 members 
Mstep: Class 23 contains 29373 members 
Mstep: Class 24 contains 13354 members 
Mstep: Class 25 contains 30827 members 
Mstep: Class 26 contains 35606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157257776.000000 Penalty: 214727.484375
Iteration 171Q: 27 clusters Score -1.572578e+08 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 29724 members 
Mstep: Class 3 contains 3000 members 
Mstep: Class 4 contains 11234 members 
Mstep: Class 5 contains 5704 members 
Mstep: Class 6 contains 10041 members 
Mstep: Class 7 contains 20535 members 
Mstep: Class 8 contains 143623 members 
Mstep: Class 9 contains 10494 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 69229 members 
Mstep: Class 12 contains 1771 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127470 members 
Mstep: Class 15 contains 16238 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22104 members 
Mstep: Class 18 contains 55094 members 
Mstep: Class 19 contains 18201 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 39047 members 
Mstep: Class 22 contains 5979 members 
Mstep: Class 23 contains 29368 members 
Mstep: Class 24 contains 13345 members 
Mstep: Class 25 contains 30834 members 
Mstep: Class 26 contains 35619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157257760.000000 Penalty: 214727.484375
Iteration 172Q: 27 clusters Score -1.572578e+08 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 29647 members 
Mstep: Class 3 contains 3000 members 
Mstep: Class 4 contains 11213 members 
Mstep: Class 5 contains 5689 members 
Mstep: Class 6 contains 10033 members 
Mstep: Class 7 contains 20499 members 
Mstep: Class 8 contains 143617 members 
Mstep: Class 9 contains 10493 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 69222 members 
Mstep: Class 12 contains 1770 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127461 members 
Mstep: Class 15 contains 16206 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22097 members 
Mstep: Class 18 contains 55106 members 
Mstep: Class 19 contains 18199 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 39243 members 
Mstep: Class 22 contains 5980 members 
Mstep: Class 23 contains 29367 members 
Mstep: Class 24 contains 13346 members 
Mstep: Class 25 contains 30829 members 
Mstep: Class 26 contains 35635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157257872.000000 Penalty: 214727.484375
Iteration 173Q: 27 clusters Score -1.572579e+08 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 29586 members 
Mstep: Class 3 contains 3000 members 
Mstep: Class 4 contains 11200 members 
Mstep: Class 5 contains 5675 members 
Mstep: Class 6 contains 10017 members 
Mstep: Class 7 contains 20472 members 
Mstep: Class 8 contains 143620 members 
Mstep: Class 9 contains 10488 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 69210 members 
Mstep: Class 12 contains 1767 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127459 members 
Mstep: Class 15 contains 16170 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22084 members 
Mstep: Class 18 contains 55112 members 
Mstep: Class 19 contains 18199 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 39438 members 
Mstep: Class 22 contains 5980 members 
Mstep: Class 23 contains 29367 members 
Mstep: Class 24 contains 13340 members 
Mstep: Class 25 contains 30823 members 
Mstep: Class 26 contains 35645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157258160.000000 Penalty: 214727.484375
Iteration 174Q: 27 clusters Score -1.572582e+08 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 29539 members 
Mstep: Class 3 contains 3000 members 
Mstep: Class 4 contains 11187 members 
Mstep: Class 5 contains 5664 members 
Mstep: Class 6 contains 9985 members 
Mstep: Class 7 contains 20448 members 
Mstep: Class 8 contains 143591 members 
Mstep: Class 9 contains 10488 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 69203 members 
Mstep: Class 12 contains 1765 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127449 members 
Mstep: Class 15 contains 16137 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22073 members 
Mstep: Class 18 contains 55117 members 
Mstep: Class 19 contains 18196 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 39654 members 
Mstep: Class 22 contains 5982 members 
Mstep: Class 23 contains 29363 members 
Mstep: Class 24 contains 13334 members 
Mstep: Class 25 contains 30821 members 
Mstep: Class 26 contains 35656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157258272.000000 Penalty: 214727.484375
Iteration 175Q: 27 clusters Score -1.572583e+08 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 29494 members 
Mstep: Class 3 contains 3000 members 
Mstep: Class 4 contains 11172 members 
Mstep: Class 5 contains 5652 members 
Mstep: Class 6 contains 9965 members 
Mstep: Class 7 contains 20416 members 
Mstep: Class 8 contains 143556 members 
Mstep: Class 9 contains 10484 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 69198 members 
Mstep: Class 12 contains 1764 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127439 members 
Mstep: Class 15 contains 16116 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22055 members 
Mstep: Class 18 contains 55131 members 
Mstep: Class 19 contains 18195 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 39856 members 
Mstep: Class 22 contains 5982 members 
Mstep: Class 23 contains 29355 members 
Mstep: Class 24 contains 13331 members 
Mstep: Class 25 contains 30824 members 
Mstep: Class 26 contains 35665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157258032.000000 Penalty: 214727.484375
Iteration 176Q: 27 clusters Score -1.57258e+08 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 29454 members 
Mstep: Class 3 contains 3000 members 
Mstep: Class 4 contains 11155 members 
Mstep: Class 5 contains 5635 members 
Mstep: Class 6 contains 9939 members 
Mstep: Class 7 contains 20398 members 
Mstep: Class 8 contains 143520 members 
Mstep: Class 9 contains 10487 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 69189 members 
Mstep: Class 12 contains 1764 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127431 members 
Mstep: Class 15 contains 16094 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22039 members 
Mstep: Class 18 contains 55149 members 
Mstep: Class 19 contains 18193 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 40050 members 
Mstep: Class 22 contains 5983 members 
Mstep: Class 23 contains 29352 members 
Mstep: Class 24 contains 13326 members 
Mstep: Class 25 contains 30820 members 
Mstep: Class 26 contains 35673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157257984.000000 Penalty: 214727.484375
Iteration 177Q: 27 clusters Score -1.57258e+08 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 29415 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 11141 members 
Mstep: Class 5 contains 5622 members 
Mstep: Class 6 contains 9918 members 
Mstep: Class 7 contains 20374 members 
Mstep: Class 8 contains 143492 members 
Mstep: Class 9 contains 10485 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 69178 members 
Mstep: Class 12 contains 1761 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127423 members 
Mstep: Class 15 contains 16083 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22038 members 
Mstep: Class 18 contains 55164 members 
Mstep: Class 19 contains 18184 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 40216 members 
Mstep: Class 22 contains 5984 members 
Mstep: Class 23 contains 29348 members 
Mstep: Class 24 contains 13322 members 
Mstep: Class 25 contains 30824 members 
Mstep: Class 26 contains 35677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157258048.000000 Penalty: 214727.484375
Iteration 178Q: 27 clusters Score -1.57258e+08 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 29383 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 11126 members 
Mstep: Class 5 contains 5618 members 
Mstep: Class 6 contains 9920 members 
Mstep: Class 7 contains 20347 members 
Mstep: Class 8 contains 143463 members 
Mstep: Class 9 contains 10485 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 69167 members 
Mstep: Class 12 contains 1756 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127416 members 
Mstep: Class 15 contains 16071 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22030 members 
Mstep: Class 18 contains 55178 members 
Mstep: Class 19 contains 18182 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 40353 members 
Mstep: Class 22 contains 5984 members 
Mstep: Class 23 contains 29345 members 
Mstep: Class 24 contains 13319 members 
Mstep: Class 25 contains 30827 members 
Mstep: Class 26 contains 35678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157258368.000000 Penalty: 214727.484375
Iteration 179Q: 27 clusters Score -1.572584e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 29343 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 11119 members 
Mstep: Class 5 contains 5614 members 
Mstep: Class 6 contains 9921 members 
Mstep: Class 7 contains 20318 members 
Mstep: Class 8 contains 143443 members 
Mstep: Class 9 contains 10488 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 69160 members 
Mstep: Class 12 contains 1755 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127408 members 
Mstep: Class 15 contains 16064 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22019 members 
Mstep: Class 18 contains 55184 members 
Mstep: Class 19 contains 18178 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 40475 members 
Mstep: Class 22 contains 5985 members 
Mstep: Class 23 contains 29341 members 
Mstep: Class 24 contains 13320 members 
Mstep: Class 25 contains 30826 members 
Mstep: Class 26 contains 35685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157258400.000000 Penalty: 214727.484375
Iteration 180F: 27 clusters Score -1.572584e+08 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 29299 members 
Mstep: Class 3 contains 3000 members 
Mstep: Class 4 contains 11121 members 
Mstep: Class 5 contains 5602 members 
Mstep: Class 6 contains 9918 members 
Mstep: Class 7 contains 20292 members 
Mstep: Class 8 contains 143447 members 
Mstep: Class 9 contains 10485 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 69152 members 
Mstep: Class 12 contains 1754 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127406 members 
Mstep: Class 15 contains 16046 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22010 members 
Mstep: Class 18 contains 55191 members 
Mstep: Class 19 contains 18174 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 40590 members 
Mstep: Class 22 contains 5983 members 
Mstep: Class 23 contains 29340 members 
Mstep: Class 24 contains 13323 members 
Mstep: Class 25 contains 30827 members 
Mstep: Class 26 contains 35688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157258224.000000 Penalty: 214727.484375
Iteration 181Q: 27 clusters Score -1.572582e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 29267 members 
Mstep: Class 3 contains 3000 members 
Mstep: Class 4 contains 11113 members 
Mstep: Class 5 contains 5594 members 
Mstep: Class 6 contains 9921 members 
Mstep: Class 7 contains 20261 members 
Mstep: Class 8 contains 143436 members 
Mstep: Class 9 contains 10485 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 69141 members 
Mstep: Class 12 contains 1754 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127403 members 
Mstep: Class 15 contains 16027 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22004 members 
Mstep: Class 18 contains 55191 members 
Mstep: Class 19 contains 18173 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 40709 members 
Mstep: Class 22 contains 5980 members 
Mstep: Class 23 contains 29344 members 
Mstep: Class 24 contains 13324 members 
Mstep: Class 25 contains 30826 members 
Mstep: Class 26 contains 35695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157258272.000000 Penalty: 214727.484375
Iteration 182Q: 27 clusters Score -1.572583e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 29241 members 
Mstep: Class 3 contains 3000 members 
Mstep: Class 4 contains 11105 members 
Mstep: Class 5 contains 5590 members 
Mstep: Class 6 contains 9942 members 
Mstep: Class 7 contains 20219 members 
Mstep: Class 8 contains 143421 members 
Mstep: Class 9 contains 10483 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 69131 members 
Mstep: Class 12 contains 1754 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127399 members 
Mstep: Class 15 contains 16000 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 22000 members 
Mstep: Class 18 contains 55194 members 
Mstep: Class 19 contains 18173 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 40831 members 
Mstep: Class 22 contains 5980 members 
Mstep: Class 23 contains 29341 members 
Mstep: Class 24 contains 13326 members 
Mstep: Class 25 contains 30820 members 
Mstep: Class 26 contains 35699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157258256.000000 Penalty: 214727.484375
Iteration 183Q: 27 clusters Score -1.572583e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 29219 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 11095 members 
Mstep: Class 5 contains 5586 members 
Mstep: Class 6 contains 9975 members 
Mstep: Class 7 contains 20183 members 
Mstep: Class 8 contains 143399 members 
Mstep: Class 9 contains 10480 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 69118 members 
Mstep: Class 12 contains 1754 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127402 members 
Mstep: Class 15 contains 15987 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 21993 members 
Mstep: Class 18 contains 55188 members 
Mstep: Class 19 contains 18174 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 40941 members 
Mstep: Class 22 contains 5979 members 
Mstep: Class 23 contains 29341 members 
Mstep: Class 24 contains 13321 members 
Mstep: Class 25 contains 30820 members 
Mstep: Class 26 contains 35696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157258432.000000 Penalty: 214727.484375
Iteration 184Q: 27 clusters Score -1.572584e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 29196 members 
Mstep: Class 3 contains 3002 members 
Mstep: Class 4 contains 11093 members 
Mstep: Class 5 contains 5581 members 
Mstep: Class 6 contains 10001 members 
Mstep: Class 7 contains 20139 members 
Mstep: Class 8 contains 143396 members 
Mstep: Class 9 contains 10480 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 69102 members 
Mstep: Class 12 contains 1753 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127397 members 
Mstep: Class 15 contains 15966 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 21991 members 
Mstep: Class 18 contains 55178 members 
Mstep: Class 19 contains 18175 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 41047 members 
Mstep: Class 22 contains 5979 members 
Mstep: Class 23 contains 29340 members 
Mstep: Class 24 contains 13320 members 
Mstep: Class 25 contains 30822 members 
Mstep: Class 26 contains 35695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157258368.000000 Penalty: 214727.484375
Iteration 185Q: 27 clusters Score -1.572584e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 29173 members 
Mstep: Class 3 contains 3002 members 
Mstep: Class 4 contains 11088 members 
Mstep: Class 5 contains 5570 members 
Mstep: Class 6 contains 10017 members 
Mstep: Class 7 contains 20090 members 
Mstep: Class 8 contains 143386 members 
Mstep: Class 9 contains 10482 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 69086 members 
Mstep: Class 12 contains 1754 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127397 members 
Mstep: Class 15 contains 15951 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 21994 members 
Mstep: Class 18 contains 55179 members 
Mstep: Class 19 contains 18176 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 41146 members 
Mstep: Class 22 contains 5978 members 
Mstep: Class 23 contains 29339 members 
Mstep: Class 24 contains 13323 members 
Mstep: Class 25 contains 30827 members 
Mstep: Class 26 contains 35694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157258464.000000 Penalty: 214727.484375
Iteration 186Q: 27 clusters Score -1.572585e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 29154 members 
Mstep: Class 3 contains 3002 members 
Mstep: Class 4 contains 11084 members 
Mstep: Class 5 contains 5567 members 
Mstep: Class 6 contains 10034 members 
Mstep: Class 7 contains 20052 members 
Mstep: Class 8 contains 143376 members 
Mstep: Class 9 contains 10484 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 69073 members 
Mstep: Class 12 contains 1752 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127398 members 
Mstep: Class 15 contains 15946 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 21997 members 
Mstep: Class 18 contains 55170 members 
Mstep: Class 19 contains 18174 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 41223 members 
Mstep: Class 22 contains 5978 members 
Mstep: Class 23 contains 29339 members 
Mstep: Class 24 contains 13322 members 
Mstep: Class 25 contains 30831 members 
Mstep: Class 26 contains 35692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157258704.000000 Penalty: 214727.484375
Iteration 187Q: 27 clusters Score -1.572587e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 29127 members 
Mstep: Class 3 contains 3002 members 
Mstep: Class 4 contains 11081 members 
Mstep: Class 5 contains 5559 members 
Mstep: Class 6 contains 10067 members 
Mstep: Class 7 contains 20020 members 
Mstep: Class 8 contains 143379 members 
Mstep: Class 9 contains 10485 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 69062 members 
Mstep: Class 12 contains 1751 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127395 members 
Mstep: Class 15 contains 15942 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 21998 members 
Mstep: Class 18 contains 55157 members 
Mstep: Class 19 contains 18170 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 41299 members 
Mstep: Class 22 contains 5978 members 
Mstep: Class 23 contains 29336 members 
Mstep: Class 24 contains 13317 members 
Mstep: Class 25 contains 30830 members 
Mstep: Class 26 contains 35691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157258784.000000 Penalty: 214727.484375
Iteration 188Q: 27 clusters Score -1.572588e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 29107 members 
Mstep: Class 3 contains 3002 members 
Mstep: Class 4 contains 11073 members 
Mstep: Class 5 contains 5552 members 
Mstep: Class 6 contains 10101 members 
Mstep: Class 7 contains 19980 members 
Mstep: Class 8 contains 143380 members 
Mstep: Class 9 contains 10487 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 69043 members 
Mstep: Class 12 contains 1749 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127389 members 
Mstep: Class 15 contains 15930 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 21997 members 
Mstep: Class 18 contains 55135 members 
Mstep: Class 19 contains 18170 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 41388 members 
Mstep: Class 22 contains 5979 members 
Mstep: Class 23 contains 29337 members 
Mstep: Class 24 contains 13319 members 
Mstep: Class 25 contains 30836 members 
Mstep: Class 26 contains 35691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157258704.000000 Penalty: 214727.484375
Iteration 189Q: 27 clusters Score -1.572587e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 29087 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 11064 members 
Mstep: Class 5 contains 5551 members 
Mstep: Class 6 contains 10135 members 
Mstep: Class 7 contains 19937 members 
Mstep: Class 8 contains 143391 members 
Mstep: Class 9 contains 10490 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 69031 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127384 members 
Mstep: Class 15 contains 15921 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 21990 members 
Mstep: Class 18 contains 55112 members 
Mstep: Class 19 contains 18173 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 41468 members 
Mstep: Class 22 contains 5978 members 
Mstep: Class 23 contains 29334 members 
Mstep: Class 24 contains 13319 members 
Mstep: Class 25 contains 30843 members 
Mstep: Class 26 contains 35690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157258688.000000 Penalty: 214727.484375
Iteration 190Q: 27 clusters Score -1.572587e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 29068 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 11062 members 
Mstep: Class 5 contains 5545 members 
Mstep: Class 6 contains 10177 members 
Mstep: Class 7 contains 19870 members 
Mstep: Class 8 contains 143394 members 
Mstep: Class 9 contains 10496 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 69016 members 
Mstep: Class 12 contains 1745 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127375 members 
Mstep: Class 15 contains 15917 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 21995 members 
Mstep: Class 18 contains 55102 members 
Mstep: Class 19 contains 18173 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 41544 members 
Mstep: Class 22 contains 5980 members 
Mstep: Class 23 contains 29331 members 
Mstep: Class 24 contains 13319 members 
Mstep: Class 25 contains 30850 members 
Mstep: Class 26 contains 35689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157258800.000000 Penalty: 214727.484375
Iteration 191Q: 27 clusters Score -1.572588e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 29049 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 11053 members 
Mstep: Class 5 contains 5545 members 
Mstep: Class 6 contains 10241 members 
Mstep: Class 7 contains 19798 members 
Mstep: Class 8 contains 143403 members 
Mstep: Class 9 contains 10494 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 69004 members 
Mstep: Class 12 contains 1745 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127370 members 
Mstep: Class 15 contains 15919 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 21995 members 
Mstep: Class 18 contains 55074 members 
Mstep: Class 19 contains 18171 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 41613 members 
Mstep: Class 22 contains 5979 members 
Mstep: Class 23 contains 29328 members 
Mstep: Class 24 contains 13321 members 
Mstep: Class 25 contains 30856 members 
Mstep: Class 26 contains 35691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157258912.000000 Penalty: 214727.484375
Iteration 192Q: 27 clusters Score -1.572589e+08 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 29038 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 11046 members 
Mstep: Class 5 contains 5541 members 
Mstep: Class 6 contains 10300 members 
Mstep: Class 7 contains 19723 members 
Mstep: Class 8 contains 143410 members 
Mstep: Class 9 contains 10494 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68995 members 
Mstep: Class 12 contains 1744 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127366 members 
Mstep: Class 15 contains 15918 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 21998 members 
Mstep: Class 18 contains 55038 members 
Mstep: Class 19 contains 18169 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 41688 members 
Mstep: Class 22 contains 5978 members 
Mstep: Class 23 contains 29321 members 
Mstep: Class 24 contains 13321 members 
Mstep: Class 25 contains 30870 members 
Mstep: Class 26 contains 35690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157258992.000000 Penalty: 214727.484375
Iteration 193Q: 27 clusters Score -1.57259e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 29024 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 11037 members 
Mstep: Class 5 contains 5541 members 
Mstep: Class 6 contains 10360 members 
Mstep: Class 7 contains 19661 members 
Mstep: Class 8 contains 143411 members 
Mstep: Class 9 contains 10492 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68990 members 
Mstep: Class 12 contains 1741 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127367 members 
Mstep: Class 15 contains 15913 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 21990 members 
Mstep: Class 18 contains 54997 members 
Mstep: Class 19 contains 18168 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 41768 members 
Mstep: Class 22 contains 5978 members 
Mstep: Class 23 contains 29320 members 
Mstep: Class 24 contains 13322 members 
Mstep: Class 25 contains 30880 members 
Mstep: Class 26 contains 35689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157258864.000000 Penalty: 214727.484375
Iteration 194Q: 27 clusters Score -1.572589e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 29009 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 11029 members 
Mstep: Class 5 contains 5537 members 
Mstep: Class 6 contains 10428 members 
Mstep: Class 7 contains 19602 members 
Mstep: Class 8 contains 143413 members 
Mstep: Class 9 contains 10495 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68966 members 
Mstep: Class 12 contains 1739 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127366 members 
Mstep: Class 15 contains 15913 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 21993 members 
Mstep: Class 18 contains 54947 members 
Mstep: Class 19 contains 18167 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 41853 members 
Mstep: Class 22 contains 5978 members 
Mstep: Class 23 contains 29319 members 
Mstep: Class 24 contains 13319 members 
Mstep: Class 25 contains 30892 members 
Mstep: Class 26 contains 35691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157259072.000000 Penalty: 214727.484375
Iteration 195Q: 27 clusters Score -1.572591e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 28997 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 11020 members 
Mstep: Class 5 contains 5532 members 
Mstep: Class 6 contains 10503 members 
Mstep: Class 7 contains 19539 members 
Mstep: Class 8 contains 143419 members 
Mstep: Class 9 contains 10498 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68946 members 
Mstep: Class 12 contains 1737 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127362 members 
Mstep: Class 15 contains 15903 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 21995 members 
Mstep: Class 18 contains 54907 members 
Mstep: Class 19 contains 18166 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 41931 members 
Mstep: Class 22 contains 5978 members 
Mstep: Class 23 contains 29315 members 
Mstep: Class 24 contains 13320 members 
Mstep: Class 25 contains 30899 members 
Mstep: Class 26 contains 35689 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 196Q: 27 clusters Score -1.572591e+08 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 28985 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 11018 members 
Mstep: Class 5 contains 5526 members 
Mstep: Class 6 contains 10591 members 
Mstep: Class 7 contains 19477 members 
Mstep: Class 8 contains 143422 members 
Mstep: Class 9 contains 10500 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68917 members 
Mstep: Class 12 contains 1737 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127362 members 
Mstep: Class 15 contains 15900 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 21989 members 
Mstep: Class 18 contains 54863 members 
Mstep: Class 19 contains 18167 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 42000 members 
Mstep: Class 22 contains 5979 members 
Mstep: Class 23 contains 29316 members 
Mstep: Class 24 contains 13318 members 
Mstep: Class 25 contains 30903 members 
Mstep: Class 26 contains 35688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157259072.000000 Penalty: 214727.484375
Iteration 197Q: 27 clusters Score -1.572591e+08 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 28976 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 11009 members 
Mstep: Class 5 contains 5524 members 
Mstep: Class 6 contains 10654 members 
Mstep: Class 7 contains 19417 members 
Mstep: Class 8 contains 143429 members 
Mstep: Class 9 contains 10499 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68894 members 
Mstep: Class 12 contains 1737 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127359 members 
Mstep: Class 15 contains 15895 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 21993 members 
Mstep: Class 18 contains 54821 members 
Mstep: Class 19 contains 18164 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 42081 members 
Mstep: Class 22 contains 5977 members 
Mstep: Class 23 contains 29316 members 
Mstep: Class 24 contains 13318 members 
Mstep: Class 25 contains 30909 members 
Mstep: Class 26 contains 35689 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 198Q: 27 clusters Score -1.572592e+08 nChanged 354
Entering ConstructFrom: 
Score: -157259200.000000 Penalty: 214727.484375
Entering ConstructFrom: 
Trying to split cluster 1 (14130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Entering Unmasked Estep 
Score: -3026442.000000 Penalty: 5853.083496
	Iteration 0F: 2 clusters Score -3026442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -3013632.250000 Penalty: 11706.166992
	Iteration 0F: 3 clusters Score -3013632 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -3016680.750000 Penalty: 11706.166992
	Iteration 1F: 3 clusters Score -3016681 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -3017349.750000 Penalty: 11706.166992
	Iteration 2F: 3 clusters Score -3017350 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -3017932.750000 Penalty: 11706.166992
	Iteration 3F: 3 clusters Score -3017933 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -3018466.500000 Penalty: 11706.166992
	Iteration 4F: 3 clusters Score -3018466 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -3018998.500000 Penalty: 11706.166992
	Iteration 5Q: 3 clusters Score -3018998 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -3019452.500000 Penalty: 11706.166992
	Iteration 6Q: 3 clusters Score -3019452 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -3019886.500000 Penalty: 11706.166992
	Iteration 7Q: 3 clusters Score -3019886 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -3020307.500000 Penalty: 11706.166992
	Iteration 8Q: 3 clusters Score -3020308 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -3020731.750000 Penalty: 11706.166992
	Iteration 9Q: 3 clusters Score -3020732 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -3021163.750000 Penalty: 11706.166992
	Iteration 10Q: 3 clusters Score -3021164 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -3021532.000000 Penalty: 11706.166992
	Iteration 11Q: 3 clusters Score -3021532 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -3021838.500000 Penalty: 11706.166992
	Iteration 12Q: 3 clusters Score -3021838 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -3022077.000000 Penalty: 11706.166992
	Iteration 13Q: 3 clusters Score -3022077 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -3022238.750000 Penalty: 11706.166992
	Iteration 14Q: 3 clusters Score -3022239 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -3022384.750000 Penalty: 11706.166992
	Iteration 15Q: 3 clusters Score -3022385 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -3022552.750000 Penalty: 11706.166992
	Iteration 16Q: 3 clusters Score -3022553 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -3022778.250000 Penalty: 11706.166992
	Iteration 17Q: 3 clusters Score -3022778 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -3023012.000000 Penalty: 11706.166992
	Iteration 18Q: 3 clusters Score -3023012 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -3023235.500000 Penalty: 11706.166992
	Iteration 19Q: 3 clusters Score -3023236 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -3023381.500000 Penalty: 11706.166992
	Iteration 20F: 3 clusters Score -3023382 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -3023487.250000 Penalty: 11706.166992
	Iteration 21Q: 3 clusters Score -3023487 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -3023576.000000 Penalty: 11706.166992
	Iteration 22Q: 3 clusters Score -3023576 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -3023632.500000 Penalty: 11706.166992
	Iteration 23Q: 3 clusters Score -3023632 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -3023694.250000 Penalty: 11706.166992
	Iteration 24Q: 3 clusters Score -3023694 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -3023746.000000 Penalty: 11706.166992
	Iteration 25Q: 3 clusters Score -3023746 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -3023783.500000 Penalty: 11706.166992
	Iteration 26Q: 3 clusters Score -3023784 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -3023822.000000 Penalty: 11706.166992
	Iteration 27Q: 3 clusters Score -3023822 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -3023865.000000 Penalty: 11706.166992
	Iteration 28Q: 3 clusters Score -3023865 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -3023898.500000 Penalty: 11706.166992
	Iteration 29Q: 3 clusters Score -3023898 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -3023936.250000 Penalty: 11706.166992
	Iteration 30Q: 3 clusters Score -3023936 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -3023976.000000 Penalty: 11706.166992
	Iteration 31Q: 3 clusters Score -3023976 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -3024001.250000 Penalty: 11706.166992
	Iteration 32Q: 3 clusters Score -3024001 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -3024024.000000 Penalty: 11706.166992
	Iteration 33Q: 3 clusters Score -3024024 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -3024037.500000 Penalty: 11706.166992
	Iteration 34Q: 3 clusters Score -3024038 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -3024058.250000 Penalty: 11706.166992
	Iteration 35Q: 3 clusters Score -3024058 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -3024068.750000 Penalty: 11706.166992
	Iteration 36Q: 3 clusters Score -3024069 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -3024080.250000 Penalty: 11706.166992
	Iteration 37Q: 3 clusters Score -3024080 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -3024099.250000 Penalty: 11706.166992
	Iteration 38Q: 3 clusters Score -3024099 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -3024110.250000 Penalty: 11706.166992
	Iteration 39Q: 3 clusters Score -3024110 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -3024131.500000 Penalty: 11706.166992
	Iteration 40F: 3 clusters Score -3024132 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -3024135.000000 Penalty: 11706.166992
	Iteration 41Q: 3 clusters Score -3024135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -3024136.250000 Penalty: 11706.166992
	Iteration 42Q: 3 clusters Score -3024136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -3024137.750000 Penalty: 11706.166992
	Iteration 43Q: 3 clusters Score -3024138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -3024140.750000 Penalty: 11706.166992
	Iteration 44Q: 3 clusters Score -3024141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -3024142.000000 Penalty: 11706.166992
	Iteration 45Q: 3 clusters Score -3024142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -3024139.750000 Penalty: 11706.166992
	Iteration 46Q: 3 clusters Score -3024140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -3024143.250000 Penalty: 11706.166992
	Iteration 47Q: 3 clusters Score -3024143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -3024140.750000 Penalty: 11706.166992
	Iteration 48Q: 3 clusters Score -3024141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -3024140.750000 Penalty: 11706.166992
	Iteration 49F: 3 clusters Score -3024141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28966 members 
Entering Unmasked Estep 
Score: -6358369.500000 Penalty: 6292.750488
	Iteration 0F: 2 clusters Score -6358370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -6336333.500000 Penalty: 12585.500977
	Iteration 0F: 3 clusters Score -6336334 nChanged 12073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -6342519.000000 Penalty: 12585.500977
	Iteration 1F: 3 clusters Score -6342519 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -6343238.500000 Penalty: 12585.500977
	Iteration 2F: 3 clusters Score -6343238 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -6343732.000000 Penalty: 12585.500977
	Iteration 3Q: 3 clusters Score -6343732 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -6344090.500000 Penalty: 12585.500977
	Iteration 4Q: 3 clusters Score -6344090 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -6344391.500000 Penalty: 12585.500977
	Iteration 5Q: 3 clusters Score -6344392 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -6344582.500000 Penalty: 12585.500977
	Iteration 6Q: 3 clusters Score -6344582 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -6344845.500000 Penalty: 12585.500977
	Iteration 7Q: 3 clusters Score -6344846 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -6345102.000000 Penalty: 12585.500977
	Iteration 8Q: 3 clusters Score -6345102 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -6345338.000000 Penalty: 12585.500977
	Iteration 9Q: 3 clusters Score -6345338 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -6345619.500000 Penalty: 12585.500977
	Iteration 10Q: 3 clusters Score -6345620 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -6345929.500000 Penalty: 12585.500977
	Iteration 11Q: 3 clusters Score -6345930 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -6346289.500000 Penalty: 12585.500977
	Iteration 12Q: 3 clusters Score -6346290 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -6346720.500000 Penalty: 12585.500977
	Iteration 13Q: 3 clusters Score -6346720 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -6347157.000000 Penalty: 12585.500977
	Iteration 14Q: 3 clusters Score -6347157 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -6347605.500000 Penalty: 12585.500977
	Iteration 15Q: 3 clusters Score -6347606 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -6348176.000000 Penalty: 12585.500977
	Iteration 16Q: 3 clusters Score -6348176 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -6348670.500000 Penalty: 12585.500977
	Iteration 17Q: 3 clusters Score -6348670 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -6349105.500000 Penalty: 12585.500977
	Iteration 18Q: 3 clusters Score -6349106 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -6349502.500000 Penalty: 12585.500977
	Iteration 19Q: 3 clusters Score -6349502 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -6349807.500000 Penalty: 12585.500977
	Iteration 20F: 3 clusters Score -6349808 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -6350026.500000 Penalty: 12585.500977
	Iteration 21Q: 3 clusters Score -6350026 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -6350194.500000 Penalty: 12585.500977
	Iteration 22Q: 3 clusters Score -6350194 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -6350427.500000 Penalty: 12585.500977
	Iteration 23Q: 3 clusters Score -6350428 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -6350603.500000 Penalty: 12585.500977
	Iteration 24Q: 3 clusters Score -6350604 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -6350748.000000 Penalty: 12585.500977
	Iteration 25Q: 3 clusters Score -6350748 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -6350873.500000 Penalty: 12585.500977
	Iteration 26Q: 3 clusters Score -6350874 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -6350992.000000 Penalty: 12585.500977
	Iteration 27Q: 3 clusters Score -6350992 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
Score: -6351139.000000 Penalty: 12585.500977
	Iteration 28Q: 3 clusters Score -6351139 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -6351259.500000 Penalty: 12585.500977
	Iteration 29Q: 3 clusters Score -6351260 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 24078 members 
Entering Unmasked Estep 
Score: -6351371.000000 Penalty: 12585.500977
	Iteration 30Q: 3 clusters Score -6351371 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -6351496.000000 Penalty: 12585.500977
	Iteration 31Q: 3 clusters Score -6351496 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -6351634.000000 Penalty: 12585.500977
	Iteration 32Q: 3 clusters Score -6351634 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -6351808.500000 Penalty: 12585.500977
	Iteration 33Q: 3 clusters Score -6351808 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -6351986.500000 Penalty: 12585.500977
	Iteration 34Q: 3 clusters Score -6351986 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -6352177.000000 Penalty: 12585.500977
	Iteration 35Q: 3 clusters Score -6352177 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 25659 members 
Entering Unmasked Estep 
Score: -6352397.500000 Penalty: 12585.500977
	Iteration 36Q: 3 clusters Score -6352398 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -6352672.500000 Penalty: 12585.500977
	Iteration 37Q: 3 clusters Score -6352672 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 26129 members 
Entering Unmasked Estep 
Score: -6353006.500000 Penalty: 12585.500977
	Iteration 38Q: 3 clusters Score -6353006 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
Score: -6353227.500000 Penalty: 12585.500977
	Iteration 39Q: 3 clusters Score -6353228 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 26406 members 
Entering Unmasked Estep 
Score: -6353340.000000 Penalty: 12585.500977
	Iteration 40F: 3 clusters Score -6353340 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -6353432.500000 Penalty: 12585.500977
	Iteration 41Q: 3 clusters Score -6353432 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
Score: -6353456.500000 Penalty: 12585.500977
	Iteration 42Q: 3 clusters Score -6353456 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 26600 members 
Entering Unmasked Estep 
Score: -6353476.000000 Penalty: 12585.500977
	Iteration 43Q: 3 clusters Score -6353476 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
Score: -6353484.000000 Penalty: 12585.500977
	Iteration 44Q: 3 clusters Score -6353484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 26635 members 
Entering Unmasked Estep 
Score: -6353499.000000 Penalty: 12585.500977
	Iteration 45Q: 3 clusters Score -6353499 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 26651 members 
Entering Unmasked Estep 
Score: -6353488.500000 Penalty: 12585.500977
	Iteration 46Q: 3 clusters Score -6353488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
Score: -6353496.000000 Penalty: 12585.500977
	Iteration 47Q: 3 clusters Score -6353496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -6353508.500000 Penalty: 12585.500977
	Iteration 48Q: 3 clusters Score -6353508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 26674 members 
Entering Unmasked Estep 
Score: -6353517.000000 Penalty: 12585.500977
	Iteration 49Q: 3 clusters Score -6353517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 26678 members 
Entering Unmasked Estep 
Score: -6353515.500000 Penalty: 12585.500977
	Iteration 50Q: 3 clusters Score -6353516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 26681 members 
Entering Unmasked Estep 
Score: -6353514.500000 Penalty: 12585.500977
	Iteration 51Q: 3 clusters Score -6353514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 26680 members 
Entering Unmasked Estep 
Score: -6353516.500000 Penalty: 12585.500977
	Iteration 52Q: 3 clusters Score -6353516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
Score: -6353521.500000 Penalty: 12585.500977
	Iteration 53Q: 3 clusters Score -6353522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 26685 members 
Entering Unmasked Estep 
Score: -6353523.000000 Penalty: 12585.500977
	Iteration 54Q: 3 clusters Score -6353523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 26684 members 
Entering Unmasked Estep 
Score: -6353518.500000 Penalty: 12585.500977
	Iteration 55Q: 3 clusters Score -6353518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 26684 members 
Entering Unmasked Estep 
Score: -6353516.000000 Penalty: 12585.500977
	Iteration 56Q: 3 clusters Score -6353516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 26689 members 
Entering Unmasked Estep 
Score: -6353522.000000 Penalty: 12585.500977
	Iteration 57Q: 3 clusters Score -6353522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 26690 members 
Entering Unmasked Estep 
Score: -6353523.500000 Penalty: 12585.500977
	Iteration 58Q: 3 clusters Score -6353524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 26695 members 
Entering Unmasked Estep 
Score: -6353528.500000 Penalty: 12585.500977
	Iteration 59Q: 3 clusters Score -6353528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 26701 members 
Entering Unmasked Estep 
Score: -6353522.000000 Penalty: 12585.500977
	Iteration 60F: 3 clusters Score -6353522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
Score: -6353521.500000 Penalty: 12585.500977
	Iteration 61Q: 3 clusters Score -6353522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
Score: -6353521.500000 Penalty: 12585.500977
	Iteration 62F: 3 clusters Score -6353522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Entering Unmasked Estep 
Score: -653577.187500 Penalty: 4904.104004
	Iteration 0F: 2 clusters Score -653577.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -647901.687500 Penalty: 9808.208008
	Iteration 0F: 3 clusters Score -647901.7 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -648821.312500 Penalty: 9808.208008
	Iteration 1F: 3 clusters Score -648821.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -649540.625000 Penalty: 9808.208008
	Iteration 2F: 3 clusters Score -649540.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -650095.437500 Penalty: 9808.208008
	Iteration 3F: 3 clusters Score -650095.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -650414.500000 Penalty: 9808.208008
	Iteration 4F: 3 clusters Score -650414.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -650684.125000 Penalty: 9808.208008
	Iteration 5Q: 3 clusters Score -650684.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -650993.437500 Penalty: 9808.208008
	Iteration 6Q: 3 clusters Score -650993.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -651526.812500 Penalty: 9808.208008
	Iteration 7Q: 3 clusters Score -651526.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -652359.187500 Penalty: 9808.208008
	Iteration 8F: 3 clusters Score -652359.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -653186.625000 Penalty: 9808.208008
	Iteration 9F: 3 clusters Score -653186.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -653979.562500 Penalty: 9808.208008
	Iteration 10F: 3 clusters Score -653979.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -654553.812500 Penalty: 9808.208008
	Iteration 11F: 3 clusters Score -654553.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -655117.500000 Penalty: 9808.208008
	Iteration 12Q: 3 clusters Score -655117.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -655469.000000 Penalty: 9808.208008
	Iteration 13Q: 3 clusters Score -655469 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -655512.375000 Penalty: 9808.208008
	Iteration 14Q: 3 clusters Score -655512.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -655512.375000 Penalty: 9808.208008
	Iteration 15F: 3 clusters Score -655512.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 28966 members 
Mstep: Class 3 contains 1871 members 
Mstep: Class 4 contains 10996 members 
Mstep: Class 5 contains 5521 members 
Mstep: Class 6 contains 10723 members 
Mstep: Class 7 contains 19351 members 
Mstep: Class 8 contains 143442 members 
Mstep: Class 9 contains 10501 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68876 members 
Mstep: Class 12 contains 1737 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 127363 members 
Mstep: Class 15 contains 15892 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 21992 members 
Mstep: Class 18 contains 54770 members 
Mstep: Class 19 contains 18161 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 42151 members 
Mstep: Class 22 contains 5977 members 
Mstep: Class 23 contains 29315 members 
Mstep: Class 24 contains 13323 members 
Mstep: Class 25 contains 30916 members 
Mstep: Class 26 contains 35688 members 
Mstep: Class 27 contains 1130 members 
Entering Unmasked Estep 
Score: -157258096.000000 Penalty: 222986.234375
Splitting cluster 3 changes total score from -157259200.000000 to -157258096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (10996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Entering Unmasked Estep 
Score: -2462134.000000 Penalty: 5699.487793
	Iteration 0F: 2 clusters Score -2462134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -2451217.000000 Penalty: 11398.975586
	Iteration 0F: 3 clusters Score -2451217 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -2453503.750000 Penalty: 11398.975586
	Iteration 1F: 3 clusters Score -2453504 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -2453967.750000 Penalty: 11398.975586
	Iteration 2F: 3 clusters Score -2453968 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -2454245.500000 Penalty: 11398.975586
	Iteration 3Q: 3 clusters Score -2454246 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -2454434.250000 Penalty: 11398.975586
	Iteration 4Q: 3 clusters Score -2454434 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -2454570.750000 Penalty: 11398.975586
	Iteration 5Q: 3 clusters Score -2454571 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -2454677.500000 Penalty: 11398.975586
	Iteration 6Q: 3 clusters Score -2454678 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -2454745.000000 Penalty: 11398.975586
	Iteration 7Q: 3 clusters Score -2454745 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -2454801.750000 Penalty: 11398.975586
	Iteration 8Q: 3 clusters Score -2454802 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -2454842.750000 Penalty: 11398.975586
	Iteration 9Q: 3 clusters Score -2454843 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -2454877.250000 Penalty: 11398.975586
	Iteration 10Q: 3 clusters Score -2454877 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -2454911.000000 Penalty: 11398.975586
	Iteration 11Q: 3 clusters Score -2454911 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -2454931.500000 Penalty: 11398.975586
	Iteration 12Q: 3 clusters Score -2454932 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -2454953.000000 Penalty: 11398.975586
	Iteration 13Q: 3 clusters Score -2454953 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -2454976.000000 Penalty: 11398.975586
	Iteration 14Q: 3 clusters Score -2454976 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -2454996.250000 Penalty: 11398.975586
	Iteration 15Q: 3 clusters Score -2454996 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -2455026.000000 Penalty: 11398.975586
	Iteration 16Q: 3 clusters Score -2455026 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -2455063.500000 Penalty: 11398.975586
	Iteration 17Q: 3 clusters Score -2455064 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -2455085.750000 Penalty: 11398.975586
	Iteration 18Q: 3 clusters Score -2455086 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -2455108.000000 Penalty: 11398.975586
	Iteration 19Q: 3 clusters Score -2455108 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -2455150.500000 Penalty: 11398.975586
	Iteration 20F: 3 clusters Score -2455150 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -2455178.000000 Penalty: 11398.975586
	Iteration 21Q: 3 clusters Score -2455178 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -2455211.750000 Penalty: 11398.975586
	Iteration 22Q: 3 clusters Score -2455212 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -2455244.000000 Penalty: 11398.975586
	Iteration 23Q: 3 clusters Score -2455244 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -2455286.250000 Penalty: 11398.975586
	Iteration 24Q: 3 clusters Score -2455286 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -2455329.000000 Penalty: 11398.975586
	Iteration 25Q: 3 clusters Score -2455329 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -2455366.250000 Penalty: 11398.975586
	Iteration 26Q: 3 clusters Score -2455366 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -2455401.500000 Penalty: 11398.975586
	Iteration 27Q: 3 clusters Score -2455402 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -2455440.250000 Penalty: 11398.975586
	Iteration 28Q: 3 clusters Score -2455440 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -2455481.250000 Penalty: 11398.975586
	Iteration 29Q: 3 clusters Score -2455481 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -2455540.000000 Penalty: 11398.975586
	Iteration 30Q: 3 clusters Score -2455540 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -2455591.000000 Penalty: 11398.975586
	Iteration 31Q: 3 clusters Score -2455591 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -2455667.250000 Penalty: 11398.975586
	Iteration 32Q: 3 clusters Score -2455667 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -2455736.750000 Penalty: 11398.975586
	Iteration 33Q: 3 clusters Score -2455737 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -2455810.500000 Penalty: 11398.975586
	Iteration 34Q: 3 clusters Score -2455810 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -2455898.250000 Penalty: 11398.975586
	Iteration 35Q: 3 clusters Score -2455898 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -2455990.750000 Penalty: 11398.975586
	Iteration 36Q: 3 clusters Score -2455991 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -2456092.000000 Penalty: 11398.975586
	Iteration 37Q: 3 clusters Score -2456092 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -2456186.500000 Penalty: 11398.975586
	Iteration 38Q: 3 clusters Score -2456186 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -2456305.250000 Penalty: 11398.975586
	Iteration 39Q: 3 clusters Score -2456305 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -2456413.000000 Penalty: 11398.975586
	Iteration 40F: 3 clusters Score -2456413 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -2456517.250000 Penalty: 11398.975586
	Iteration 41Q: 3 clusters Score -2456517 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -2456628.500000 Penalty: 11398.975586
	Iteration 42Q: 3 clusters Score -2456628 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -2456749.250000 Penalty: 11398.975586
	Iteration 43Q: 3 clusters Score -2456749 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -2456856.750000 Penalty: 11398.975586
	Iteration 44Q: 3 clusters Score -2456857 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -2456933.750000 Penalty: 11398.975586
	Iteration 45Q: 3 clusters Score -2456934 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -2457024.750000 Penalty: 11398.975586
	Iteration 46Q: 3 clusters Score -2457025 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -2457090.000000 Penalty: 11398.975586
	Iteration 47Q: 3 clusters Score -2457090 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -2457147.250000 Penalty: 11398.975586
	Iteration 48Q: 3 clusters Score -2457147 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -2457188.500000 Penalty: 11398.975586
	Iteration 49Q: 3 clusters Score -2457188 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -2457214.000000 Penalty: 11398.975586
	Iteration 50Q: 3 clusters Score -2457214 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -2457253.250000 Penalty: 11398.975586
	Iteration 51Q: 3 clusters Score -2457253 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -2457291.250000 Penalty: 11398.975586
	Iteration 52Q: 3 clusters Score -2457291 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -2457304.750000 Penalty: 11398.975586
	Iteration 53Q: 3 clusters Score -2457305 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -2457323.750000 Penalty: 11398.975586
	Iteration 54Q: 3 clusters Score -2457324 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -2457345.250000 Penalty: 11398.975586
	Iteration 55Q: 3 clusters Score -2457345 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -2457361.500000 Penalty: 11398.975586
	Iteration 56Q: 3 clusters Score -2457362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -2457362.000000 Penalty: 11398.975586
	Iteration 57Q: 3 clusters Score -2457362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -2457367.750000 Penalty: 11398.975586
	Iteration 58Q: 3 clusters Score -2457368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -2457372.750000 Penalty: 11398.975586
	Iteration 59Q: 3 clusters Score -2457373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -2457377.000000 Penalty: 11398.975586
	Iteration 60F: 3 clusters Score -2457377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -2457379.500000 Penalty: 11398.975586
	Iteration 61Q: 3 clusters Score -2457380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -2457386.750000 Penalty: 11398.975586
	Iteration 62Q: 3 clusters Score -2457387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -2457387.000000 Penalty: 11398.975586
	Iteration 63Q: 3 clusters Score -2457387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -2457390.250000 Penalty: 11398.975586
	Iteration 64Q: 3 clusters Score -2457390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -2457388.250000 Penalty: 11398.975586
	Iteration 65Q: 3 clusters Score -2457388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -2457387.750000 Penalty: 11398.975586
	Iteration 66Q: 3 clusters Score -2457388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -2457387.750000 Penalty: 11398.975586
	Iteration 67F: 3 clusters Score -2457388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -1228286.500000 Penalty: 5277.492188
	Iteration 0F: 2 clusters Score -1228286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1220804.750000 Penalty: 10554.984375
	Iteration 0F: 3 clusters Score -1220805 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1222081.375000 Penalty: 10554.984375
	Iteration 1F: 3 clusters Score -1222081 nChanged 415
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: -1222398.125000 Penalty: 10554.984375
	Iteration 2F: 3 clusters Score -1222398 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1222566.875000 Penalty: 10554.984375
	Iteration 3Q: 3 clusters Score -1222567 nChanged 164
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: -1222708.500000 Penalty: 10554.984375
	Iteration 4Q: 3 clusters Score -1222708 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1222807.000000 Penalty: 10554.984375
	Iteration 5Q: 3 clusters Score -1222807 nChanged 116
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: -1222896.875000 Penalty: 10554.984375
	Iteration 6Q: 3 clusters Score -1222897 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1222978.875000 Penalty: 10554.984375
	Iteration 7Q: 3 clusters Score -1222979 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1223052.750000 Penalty: 10554.984375
	Iteration 8Q: 3 clusters Score -1223053 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1223114.375000 Penalty: 10554.984375
	Iteration 9Q: 3 clusters Score -1223114 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1223169.000000 Penalty: 10554.984375
	Iteration 10Q: 3 clusters Score -1223169 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1223228.000000 Penalty: 10554.984375
	Iteration 11Q: 3 clusters Score -1223228 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1223306.000000 Penalty: 10554.984375
	Iteration 12Q: 3 clusters Score -1223306 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1223396.500000 Penalty: 10554.984375
	Iteration 13Q: 3 clusters Score -1223396 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1223498.000000 Penalty: 10554.984375
	Iteration 14Q: 3 clusters Score -1223498 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1223607.500000 Penalty: 10554.984375
	Iteration 15Q: 3 clusters Score -1223608 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1223729.250000 Penalty: 10554.984375
	Iteration 16Q: 3 clusters Score -1223729 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1223880.500000 Penalty: 10554.984375
	Iteration 17Q: 3 clusters Score -1223880 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1224021.375000 Penalty: 10554.984375
	Iteration 18Q: 3 clusters Score -1224021 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1224164.750000 Penalty: 10554.984375
	Iteration 19Q: 3 clusters Score -1224165 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1224314.750000 Penalty: 10554.984375
	Iteration 20F: 3 clusters Score -1224315 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1224472.375000 Penalty: 10554.984375
	Iteration 21Q: 3 clusters Score -1224472 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1224642.750000 Penalty: 10554.984375
	Iteration 22Q: 3 clusters Score -1224643 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1224798.250000 Penalty: 10554.984375
	Iteration 23Q: 3 clusters Score -1224798 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1224930.750000 Penalty: 10554.984375
	Iteration 24Q: 3 clusters Score -1224931 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1225030.625000 Penalty: 10554.984375
	Iteration 25Q: 3 clusters Score -1225031 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1225094.000000 Penalty: 10554.984375
	Iteration 26Q: 3 clusters Score -1225094 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1225125.625000 Penalty: 10554.984375
	Iteration 27Q: 3 clusters Score -1225126 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1225149.375000 Penalty: 10554.984375
	Iteration 28Q: 3 clusters Score -1225149 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1225163.000000 Penalty: 10554.984375
	Iteration 29Q: 3 clusters Score -1225163 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1225180.250000 Penalty: 10554.984375
	Iteration 30Q: 3 clusters Score -1225180 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1225193.375000 Penalty: 10554.984375
	Iteration 31Q: 3 clusters Score -1225193 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1225205.000000 Penalty: 10554.984375
	Iteration 32Q: 3 clusters Score -1225205 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1225214.750000 Penalty: 10554.984375
	Iteration 33Q: 3 clusters Score -1225215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1225226.250000 Penalty: 10554.984375
	Iteration 34Q: 3 clusters Score -1225226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1225227.125000 Penalty: 10554.984375
	Iteration 35Q: 3 clusters Score -1225227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1225226.500000 Penalty: 10554.984375
	Iteration 36Q: 3 clusters Score -1225226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1225226.500000 Penalty: 10554.984375
	Iteration 37Q: 3 clusters Score -1225226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1225226.500000 Penalty: 10554.984375
	Iteration 38F: 3 clusters Score -1225226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Entering Unmasked Estep 
Score: -2397762.250000 Penalty: 5684.089844
	Iteration 0F: 2 clusters Score -2397762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -2387082.000000 Penalty: 11368.179688
	Iteration 0F: 3 clusters Score -2387082 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -2389403.750000 Penalty: 11368.179688
	Iteration 1F: 3 clusters Score -2389404 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -2389937.250000 Penalty: 11368.179688
	Iteration 2F: 3 clusters Score -2389937 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -2390283.000000 Penalty: 11368.179688
	Iteration 3F: 3 clusters Score -2390283 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -2390539.250000 Penalty: 11368.179688
	Iteration 4Q: 3 clusters Score -2390539 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -2390770.750000 Penalty: 11368.179688
	Iteration 5Q: 3 clusters Score -2390771 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -2390988.500000 Penalty: 11368.179688
	Iteration 6Q: 3 clusters Score -2390988 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -2391188.750000 Penalty: 11368.179688
	Iteration 7Q: 3 clusters Score -2391189 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -2391412.250000 Penalty: 11368.179688
	Iteration 8Q: 3 clusters Score -2391412 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -2391654.500000 Penalty: 11368.179688
	Iteration 9Q: 3 clusters Score -2391654 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -2391980.250000 Penalty: 11368.179688
	Iteration 10Q: 3 clusters Score -2391980 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -2392400.750000 Penalty: 11368.179688
	Iteration 11Q: 3 clusters Score -2392401 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -2392966.000000 Penalty: 11368.179688
	Iteration 12Q: 3 clusters Score -2392966 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -2393565.000000 Penalty: 11368.179688
	Iteration 13Q: 3 clusters Score -2393565 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -2394010.750000 Penalty: 11368.179688
	Iteration 14Q: 3 clusters Score -2394011 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -2394300.750000 Penalty: 11368.179688
	Iteration 15Q: 3 clusters Score -2394301 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -2394453.750000 Penalty: 11368.179688
	Iteration 16Q: 3 clusters Score -2394454 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -2394515.250000 Penalty: 11368.179688
	Iteration 17Q: 3 clusters Score -2394515 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -2394552.000000 Penalty: 11368.179688
	Iteration 18Q: 3 clusters Score -2394552 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -2394570.500000 Penalty: 11368.179688
	Iteration 19Q: 3 clusters Score -2394570 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -2394582.250000 Penalty: 11368.179688
	Iteration 20F: 3 clusters Score -2394582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -2394582.250000 Penalty: 11368.179688
	Iteration 21Q: 3 clusters Score -2394582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -2394579.500000 Penalty: 11368.179688
	Iteration 22Q: 3 clusters Score -2394580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -2394588.250000 Penalty: 11368.179688
	Iteration 23Q: 3 clusters Score -2394588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -2394586.000000 Penalty: 11368.179688
	Iteration 24Q: 3 clusters Score -2394586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -2394587.750000 Penalty: 11368.179688
	Iteration 25Q: 3 clusters Score -2394588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -2394587.750000 Penalty: 11368.179688
	Iteration 26F: 3 clusters Score -2394588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Entering Unmasked Estep 
Score: -4145611.750000 Penalty: 6045.681152
	Iteration 0F: 2 clusters Score -4145612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -4129508.500000 Penalty: 12091.362305
	Iteration 0F: 3 clusters Score -4129508 nChanged 7736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -4133889.000000 Penalty: 12091.362305
	Iteration 1F: 3 clusters Score -4133889 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -4134835.750000 Penalty: 12091.362305
	Iteration 2F: 3 clusters Score -4134836 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -4135698.500000 Penalty: 12091.362305
	Iteration 3F: 3 clusters Score -4135698 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -4136487.750000 Penalty: 12091.362305
	Iteration 4F: 3 clusters Score -4136488 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -4137350.250000 Penalty: 12091.362305
	Iteration 5F: 3 clusters Score -4137350 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -4138243.250000 Penalty: 12091.362305
	Iteration 6F: 3 clusters Score -4138243 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -4139074.500000 Penalty: 12091.362305
	Iteration 7F: 3 clusters Score -4139074 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -4139682.250000 Penalty: 12091.362305
	Iteration 8Q: 3 clusters Score -4139682 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -4140053.500000 Penalty: 12091.362305
	Iteration 9Q: 3 clusters Score -4140054 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -4140314.500000 Penalty: 12091.362305
	Iteration 10Q: 3 clusters Score -4140314 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -4140516.250000 Penalty: 12091.362305
	Iteration 11Q: 3 clusters Score -4140516 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -4140663.250000 Penalty: 12091.362305
	Iteration 12Q: 3 clusters Score -4140663 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -4140795.250000 Penalty: 12091.362305
	Iteration 13Q: 3 clusters Score -4140795 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -4140920.500000 Penalty: 12091.362305
	Iteration 14Q: 3 clusters Score -4140920 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -4141044.250000 Penalty: 12091.362305
	Iteration 15Q: 3 clusters Score -4141044 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -4141127.250000 Penalty: 12091.362305
	Iteration 16Q: 3 clusters Score -4141127 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -4141209.250000 Penalty: 12091.362305
	Iteration 17Q: 3 clusters Score -4141209 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -4141260.250000 Penalty: 12091.362305
	Iteration 18Q: 3 clusters Score -4141260 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -4141325.250000 Penalty: 12091.362305
	Iteration 19Q: 3 clusters Score -4141325 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -4141365.500000 Penalty: 12091.362305
	Iteration 20F: 3 clusters Score -4141366 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -4141391.000000 Penalty: 12091.362305
	Iteration 21Q: 3 clusters Score -4141391 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -4141409.500000 Penalty: 12091.362305
	Iteration 22Q: 3 clusters Score -4141410 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -4141448.250000 Penalty: 12091.362305
	Iteration 23Q: 3 clusters Score -4141448 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -4141471.000000 Penalty: 12091.362305
	Iteration 24Q: 3 clusters Score -4141471 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -4141486.750000 Penalty: 12091.362305
	Iteration 25Q: 3 clusters Score -4141487 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -4141506.500000 Penalty: 12091.362305
	Iteration 26Q: 3 clusters Score -4141506 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -4141496.250000 Penalty: 12091.362305
	Iteration 27Q: 3 clusters Score -4141496 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -4141498.500000 Penalty: 12091.362305
	Iteration 28Q: 3 clusters Score -4141498 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -4141501.500000 Penalty: 12091.362305
	Iteration 29Q: 3 clusters Score -4141502 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -4141496.250000 Penalty: 12091.362305
	Iteration 30Q: 3 clusters Score -4141496 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -4141495.500000 Penalty: 12091.362305
	Iteration 31Q: 3 clusters Score -4141496 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -4141511.250000 Penalty: 12091.362305
	Iteration 32Q: 3 clusters Score -4141511 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -4141514.500000 Penalty: 12091.362305
	Iteration 33Q: 3 clusters Score -4141514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -4141507.000000 Penalty: 12091.362305
	Iteration 34Q: 3 clusters Score -4141507 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -4141522.000000 Penalty: 12091.362305
	Iteration 35Q: 3 clusters Score -4141522 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -4141534.000000 Penalty: 12091.362305
	Iteration 36Q: 3 clusters Score -4141534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -4141532.250000 Penalty: 12091.362305
	Iteration 37Q: 3 clusters Score -4141532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -4141536.250000 Penalty: 12091.362305
	Iteration 38Q: 3 clusters Score -4141536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -4141523.000000 Penalty: 12091.362305
	Iteration 39Q: 3 clusters Score -4141523 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -4141520.500000 Penalty: 12091.362305
	Iteration 40F: 3 clusters Score -4141520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -4141522.750000 Penalty: 12091.362305
	Iteration 41Q: 3 clusters Score -4141523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -4141524.750000 Penalty: 12091.362305
	Iteration 42Q: 3 clusters Score -4141525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -4141528.500000 Penalty: 12091.362305
	Iteration 43Q: 3 clusters Score -4141528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -4141534.750000 Penalty: 12091.362305
	Iteration 44Q: 3 clusters Score -4141535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -4141533.500000 Penalty: 12091.362305
	Iteration 45Q: 3 clusters Score -4141534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -4141534.250000 Penalty: 12091.362305
	Iteration 46Q: 3 clusters Score -4141534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -4141534.500000 Penalty: 12091.362305
	Iteration 47Q: 3 clusters Score -4141534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -4141534.250000 Penalty: 12091.362305
	Iteration 48Q: 3 clusters Score -4141534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -4141536.750000 Penalty: 12091.362305
	Iteration 49Q: 3 clusters Score -4141537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -4141534.000000 Penalty: 12091.362305
	Iteration 50Q: 3 clusters Score -4141534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -4141534.000000 Penalty: 12091.362305
	Iteration 51F: 3 clusters Score -4141534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (143442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143442 members 
Entering Unmasked Estep 
Score: -31793138.000000 Penalty: 7272.632812
	Iteration 0F: 2 clusters Score -3.179314e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71964 members 
Mstep: Class 2 contains 71478 members 
Entering Unmasked Estep 
Score: -31696014.000000 Penalty: 14545.265625
	Iteration 0F: 3 clusters Score -3.169601e+07 nChanged 66671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73381 members 
Mstep: Class 2 contains 70061 members 
Entering Unmasked Estep 
Score: -31733138.000000 Penalty: 14545.265625
	Iteration 1F: 3 clusters Score -3.173314e+07 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74361 members 
Mstep: Class 2 contains 69081 members 
Entering Unmasked Estep 
Score: -31734356.000000 Penalty: 14545.265625
	Iteration 2Q: 3 clusters Score -3.173436e+07 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75839 members 
Mstep: Class 2 contains 67603 members 
Entering Unmasked Estep 
Score: -31735676.000000 Penalty: 14545.265625
	Iteration 3Q: 3 clusters Score -3.173568e+07 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78009 members 
Mstep: Class 2 contains 65433 members 
Entering Unmasked Estep 
Score: -31736838.000000 Penalty: 14545.265625
	Iteration 4Q: 3 clusters Score -3.173684e+07 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81087 members 
Mstep: Class 2 contains 62355 members 
Entering Unmasked Estep 
Score: -31738126.000000 Penalty: 14545.265625
	Iteration 5Q: 3 clusters Score -3.173813e+07 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85398 members 
Mstep: Class 2 contains 58044 members 
Entering Unmasked Estep 
Score: -31740120.000000 Penalty: 14545.265625
	Iteration 6Q: 3 clusters Score -3.174012e+07 nChanged 6573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91483 members 
Mstep: Class 2 contains 51959 members 
Entering Unmasked Estep 
Score: -31743194.000000 Penalty: 14545.265625
	Iteration 7Q: 3 clusters Score -3.174319e+07 nChanged 8328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99625 members 
Mstep: Class 2 contains 43817 members 
Entering Unmasked Estep 
Score: -31748378.000000 Penalty: 14545.265625
	Iteration 8F: 3 clusters Score -3.174838e+07 nChanged 10555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110112 members 
Mstep: Class 2 contains 33330 members 
Entering Unmasked Estep 
Score: -31756254.000000 Penalty: 14545.265625
	Iteration 9F: 3 clusters Score -3.175625e+07 nChanged 11776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121872 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -31766546.000000 Penalty: 14545.265625
	Iteration 10F: 3 clusters Score -3.176655e+07 nChanged 10283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132141 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -31776214.000000 Penalty: 14545.265625
	Iteration 11F: 3 clusters Score -3.177621e+07 nChanged 6276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138407 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -31782262.000000 Penalty: 14545.265625
	Iteration 12Q: 3 clusters Score -3.178226e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141097 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -31784894.000000 Penalty: 14545.265625
	Iteration 13Q: 3 clusters Score -3.178489e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142065 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -31785840.000000 Penalty: 14545.265625
	Iteration 14Q: 3 clusters Score -3.178584e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142394 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -31786272.000000 Penalty: 14545.265625
	Iteration 15Q: 3 clusters Score -3.178627e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142546 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -31786426.000000 Penalty: 14545.265625
	Iteration 16Q: 3 clusters Score -3.178643e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142611 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -31786562.000000 Penalty: 14545.265625
	Iteration 17Q: 3 clusters Score -3.178656e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142641 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -31786600.000000 Penalty: 14545.265625
	Iteration 18Q: 3 clusters Score -3.17866e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142673 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -31786688.000000 Penalty: 14545.265625
	Iteration 19Q: 3 clusters Score -3.178669e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142700 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -31786704.000000 Penalty: 14545.265625
	Iteration 20F: 3 clusters Score -3.17867e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142716 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -31786732.000000 Penalty: 14545.265625
	Iteration 21Q: 3 clusters Score -3.178673e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142730 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -31786740.000000 Penalty: 14545.265625
	Iteration 22Q: 3 clusters Score -3.178674e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142735 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -31786742.000000 Penalty: 14545.265625
	Iteration 23Q: 3 clusters Score -3.178674e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142737 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -31786784.000000 Penalty: 14545.265625
	Iteration 24Q: 3 clusters Score -3.178678e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142740 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -31786792.000000 Penalty: 14545.265625
	Iteration 25Q: 3 clusters Score -3.178679e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142746 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -31786776.000000 Penalty: 14545.265625
	Iteration 26Q: 3 clusters Score -3.178678e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142750 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -31786788.000000 Penalty: 14545.265625
	Iteration 27Q: 3 clusters Score -3.178679e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142756 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -31786790.000000 Penalty: 14545.265625
	Iteration 28Q: 3 clusters Score -3.178679e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142758 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -31786792.000000 Penalty: 14545.265625
	Iteration 29Q: 3 clusters Score -3.178679e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142759 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -31786800.000000 Penalty: 14545.265625
	Iteration 30Q: 3 clusters Score -3.17868e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142760 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -31786810.000000 Penalty: 14545.265625
	Iteration 31Q: 3 clusters Score -3.178681e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142761 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -31786816.000000 Penalty: 14545.265625
	Iteration 32Q: 3 clusters Score -3.178682e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142761 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -31786816.000000 Penalty: 14545.265625
	Iteration 33F: 3 clusters Score -3.178682e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Entering Unmasked Estep 
Score: -2255670.250000 Penalty: 5671.275879
	Iteration 0F: 2 clusters Score -2255670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -2245183.000000 Penalty: 11342.551758
	Iteration 0F: 3 clusters Score -2245183 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -2247435.500000 Penalty: 11342.551758
	Iteration 1F: 3 clusters Score -2247436 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -2247972.500000 Penalty: 11342.551758
	Iteration 2F: 3 clusters Score -2247972 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -2248443.250000 Penalty: 11342.551758
	Iteration 3F: 3 clusters Score -2248443 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -2249012.750000 Penalty: 11342.551758
	Iteration 4F: 3 clusters Score -2249013 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -2249512.750000 Penalty: 11342.551758
	Iteration 5Q: 3 clusters Score -2249513 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -2249908.000000 Penalty: 11342.551758
	Iteration 6Q: 3 clusters Score -2249908 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -2250239.750000 Penalty: 11342.551758
	Iteration 7Q: 3 clusters Score -2250240 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -2250506.750000 Penalty: 11342.551758
	Iteration 8Q: 3 clusters Score -2250507 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -2250742.250000 Penalty: 11342.551758
	Iteration 9Q: 3 clusters Score -2250742 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -2250907.750000 Penalty: 11342.551758
	Iteration 10Q: 3 clusters Score -2250908 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -2251082.250000 Penalty: 11342.551758
	Iteration 11Q: 3 clusters Score -2251082 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -2251244.000000 Penalty: 11342.551758
	Iteration 12Q: 3 clusters Score -2251244 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -2251415.000000 Penalty: 11342.551758
	Iteration 13Q: 3 clusters Score -2251415 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -2251541.250000 Penalty: 11342.551758
	Iteration 14Q: 3 clusters Score -2251541 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -2251643.500000 Penalty: 11342.551758
	Iteration 15Q: 3 clusters Score -2251644 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -2251744.750000 Penalty: 11342.551758
	Iteration 16Q: 3 clusters Score -2251745 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -2251807.500000 Penalty: 11342.551758
	Iteration 17Q: 3 clusters Score -2251808 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -2251872.750000 Penalty: 11342.551758
	Iteration 18Q: 3 clusters Score -2251873 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -2251919.500000 Penalty: 11342.551758
	Iteration 19Q: 3 clusters Score -2251920 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -2251968.250000 Penalty: 11342.551758
	Iteration 20F: 3 clusters Score -2251968 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -2252019.500000 Penalty: 11342.551758
	Iteration 21Q: 3 clusters Score -2252020 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -2252074.750000 Penalty: 11342.551758
	Iteration 22Q: 3 clusters Score -2252075 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -2252117.750000 Penalty: 11342.551758
	Iteration 23Q: 3 clusters Score -2252118 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -2252141.000000 Penalty: 11342.551758
	Iteration 24Q: 3 clusters Score -2252141 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -2252183.750000 Penalty: 11342.551758
	Iteration 25Q: 3 clusters Score -2252184 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -2252210.000000 Penalty: 11342.551758
	Iteration 26Q: 3 clusters Score -2252210 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -2252228.000000 Penalty: 11342.551758
	Iteration 27Q: 3 clusters Score -2252228 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -2252250.750000 Penalty: 11342.551758
	Iteration 28Q: 3 clusters Score -2252251 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -2252274.000000 Penalty: 11342.551758
	Iteration 29Q: 3 clusters Score -2252274 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -2252294.250000 Penalty: 11342.551758
	Iteration 30Q: 3 clusters Score -2252294 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -2252318.250000 Penalty: 11342.551758
	Iteration 31Q: 3 clusters Score -2252318 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -2252333.500000 Penalty: 11342.551758
	Iteration 32Q: 3 clusters Score -2252334 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -2252342.750000 Penalty: 11342.551758
	Iteration 33Q: 3 clusters Score -2252343 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -2252354.250000 Penalty: 11342.551758
	Iteration 34Q: 3 clusters Score -2252354 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -2252363.000000 Penalty: 11342.551758
	Iteration 35Q: 3 clusters Score -2252363 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -2252369.750000 Penalty: 11342.551758
	Iteration 36Q: 3 clusters Score -2252370 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -2252383.000000 Penalty: 11342.551758
	Iteration 37Q: 3 clusters Score -2252383 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -2252390.000000 Penalty: 11342.551758
	Iteration 38Q: 3 clusters Score -2252390 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -2252395.000000 Penalty: 11342.551758
	Iteration 39Q: 3 clusters Score -2252395 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -2252408.250000 Penalty: 11342.551758
	Iteration 40F: 3 clusters Score -2252408 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -2252419.250000 Penalty: 11342.551758
	Iteration 41Q: 3 clusters Score -2252419 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -2252424.000000 Penalty: 11342.551758
	Iteration 42Q: 3 clusters Score -2252424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -2252426.000000 Penalty: 11342.551758
	Iteration 43Q: 3 clusters Score -2252426 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -2252435.250000 Penalty: 11342.551758
	Iteration 44Q: 3 clusters Score -2252435 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -2252447.000000 Penalty: 11342.551758
	Iteration 45Q: 3 clusters Score -2252447 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -2252455.000000 Penalty: 11342.551758
	Iteration 46Q: 3 clusters Score -2252455 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -2252461.750000 Penalty: 11342.551758
	Iteration 47Q: 3 clusters Score -2252462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -2252467.750000 Penalty: 11342.551758
	Iteration 48Q: 3 clusters Score -2252468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -2252472.500000 Penalty: 11342.551758
	Iteration 49Q: 3 clusters Score -2252472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -2252473.250000 Penalty: 11342.551758
	Iteration 50Q: 3 clusters Score -2252473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -2252474.750000 Penalty: 11342.551758
	Iteration 51Q: 3 clusters Score -2252475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -2252480.250000 Penalty: 11342.551758
	Iteration 52Q: 3 clusters Score -2252480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -2252480.250000 Penalty: 11342.551758
	Iteration 53Q: 3 clusters Score -2252480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -2252483.500000 Penalty: 11342.551758
	Iteration 54Q: 3 clusters Score -2252484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -2252481.750000 Penalty: 11342.551758
	Iteration 55Q: 3 clusters Score -2252482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -2252481.750000 Penalty: 11342.551758
	Iteration 56Q: 3 clusters Score -2252482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -2252481.750000 Penalty: 11342.551758
	Iteration 57F: 3 clusters Score -2252482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Entering Unmasked Estep 
Score: -181479.703125 Penalty: 4200.871094
	Iteration 0F: 2 clusters Score -181479.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -177633.937500 Penalty: 8401.742188
	Iteration 0F: 3 clusters Score -177633.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -178054.140625 Penalty: 8401.742188
	Iteration 1F: 3 clusters Score -178054.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -178266.296875 Penalty: 8401.742188
	Iteration 2F: 3 clusters Score -178266.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -178369.031250 Penalty: 8401.742188
	Iteration 3Q: 3 clusters Score -178369 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -178485.890625 Penalty: 8401.742188
	Iteration 4Q: 3 clusters Score -178485.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -178584.734375 Penalty: 8401.742188
	Iteration 5Q: 3 clusters Score -178584.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -178654.500000 Penalty: 8401.742188
	Iteration 6Q: 3 clusters Score -178654.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -178750.250000 Penalty: 8401.742188
	Iteration 7Q: 3 clusters Score -178750.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -178807.500000 Penalty: 8401.742188
	Iteration 8Q: 3 clusters Score -178807.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -178891.953125 Penalty: 8401.742188
	Iteration 9Q: 3 clusters Score -178892 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -178970.125000 Penalty: 8401.742188
	Iteration 10Q: 3 clusters Score -178970.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -179054.359375 Penalty: 8401.742188
	Iteration 11Q: 3 clusters Score -179054.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -179150.062500 Penalty: 8401.742188
	Iteration 12Q: 3 clusters Score -179150.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -179284.437500 Penalty: 8401.742188
	Iteration 13Q: 3 clusters Score -179284.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -179377.187500 Penalty: 8401.742188
	Iteration 14Q: 3 clusters Score -179377.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -179413.609375 Penalty: 8401.742188
	Iteration 15Q: 3 clusters Score -179413.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -179431.750000 Penalty: 8401.742188
	Iteration 16Q: 3 clusters Score -179431.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -179438.390625 Penalty: 8401.742188
	Iteration 17Q: 3 clusters Score -179438.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -179450.171875 Penalty: 8401.742188
	Iteration 18Q: 3 clusters Score -179450.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -179457.109375 Penalty: 8401.742188
	Iteration 19Q: 3 clusters Score -179457.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -179474.890625 Penalty: 8401.742188
	Iteration 20F: 3 clusters Score -179474.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -179530.500000 Penalty: 8401.742188
	Iteration 21Q: 3 clusters Score -179530.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -179546.156250 Penalty: 8401.742188
	Iteration 22Q: 3 clusters Score -179546.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -179560.984375 Penalty: 8401.742188
	Iteration 23Q: 3 clusters Score -179561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -179560.984375 Penalty: 8401.742188
	Iteration 24F: 3 clusters Score -179561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (68876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68876 members 
Entering Unmasked Estep 
Score: -15395035.000000 Penalty: 6823.288574
	Iteration 0F: 2 clusters Score -1.539504e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34515 members 
Mstep: Class 2 contains 34361 members 
Entering Unmasked Estep 
Score: -15347290.000000 Penalty: 13646.577148
	Iteration 0F: 3 clusters Score -1.534729e+07 nChanged 30847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34690 members 
Mstep: Class 2 contains 34186 members 
Entering Unmasked Estep 
Score: -15364043.000000 Penalty: 13646.577148
	Iteration 1F: 3 clusters Score -1.536404e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34493 members 
Mstep: Class 2 contains 34383 members 
Entering Unmasked Estep 
Score: -15365501.000000 Penalty: 13646.577148
	Iteration 2Q: 3 clusters Score -1.53655e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34131 members 
Mstep: Class 2 contains 34745 members 
Entering Unmasked Estep 
Score: -15367065.000000 Penalty: 13646.577148
	Iteration 3Q: 3 clusters Score -1.536706e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33412 members 
Mstep: Class 2 contains 35464 members 
Entering Unmasked Estep 
Score: -15368737.000000 Penalty: 13646.577148
	Iteration 4F: 3 clusters Score -1.536874e+07 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32216 members 
Mstep: Class 2 contains 36660 members 
Entering Unmasked Estep 
Score: -15370241.000000 Penalty: 13646.577148
	Iteration 5F: 3 clusters Score -1.537024e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30547 members 
Mstep: Class 2 contains 38329 members 
Entering Unmasked Estep 
Score: -15371723.000000 Penalty: 13646.577148
	Iteration 6Q: 3 clusters Score -1.537172e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28496 members 
Mstep: Class 2 contains 40380 members 
Entering Unmasked Estep 
Score: -15373305.000000 Penalty: 13646.577148
	Iteration 7F: 3 clusters Score -1.53733e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 42864 members 
Entering Unmasked Estep 
Score: -15374959.000000 Penalty: 13646.577148
	Iteration 8Q: 3 clusters Score -1.537496e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 45627 members 
Entering Unmasked Estep 
Score: -15376826.000000 Penalty: 13646.577148
	Iteration 9Q: 3 clusters Score -1.537683e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 48513 members 
Entering Unmasked Estep 
Score: -15378669.000000 Penalty: 13646.577148
	Iteration 10Q: 3 clusters Score -1.537867e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 51440 members 
Entering Unmasked Estep 
Score: -15380535.000000 Penalty: 13646.577148
	Iteration 11Q: 3 clusters Score -1.538054e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 54213 members 
Entering Unmasked Estep 
Score: -15382338.000000 Penalty: 13646.577148
	Iteration 12Q: 3 clusters Score -1.538234e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 56768 members 
Entering Unmasked Estep 
Score: -15384013.000000 Penalty: 13646.577148
	Iteration 13Q: 3 clusters Score -1.538401e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 59157 members 
Entering Unmasked Estep 
Score: -15385668.000000 Penalty: 13646.577148
	Iteration 14Q: 3 clusters Score -1.538567e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 61073 members 
Entering Unmasked Estep 
Score: -15387130.000000 Penalty: 13646.577148
	Iteration 15Q: 3 clusters Score -1.538713e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 62598 members 
Entering Unmasked Estep 
Score: -15388522.000000 Penalty: 13646.577148
	Iteration 16Q: 3 clusters Score -1.538852e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 63633 members 
Entering Unmasked Estep 
Score: -15389768.000000 Penalty: 13646.577148
	Iteration 17Q: 3 clusters Score -1.538977e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 64284 members 
Entering Unmasked Estep 
Score: -15390767.000000 Penalty: 13646.577148
	Iteration 18Q: 3 clusters Score -1.539077e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 64694 members 
Entering Unmasked Estep 
Score: -15391300.000000 Penalty: 13646.577148
	Iteration 19Q: 3 clusters Score -1.53913e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 64981 members 
Entering Unmasked Estep 
Score: -15391577.000000 Penalty: 13646.577148
	Iteration 20F: 3 clusters Score -1.539158e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 65191 members 
Entering Unmasked Estep 
Score: -15391732.000000 Penalty: 13646.577148
	Iteration 21Q: 3 clusters Score -1.539173e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 65345 members 
Entering Unmasked Estep 
Score: -15391866.000000 Penalty: 13646.577148
	Iteration 22Q: 3 clusters Score -1.539187e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 65470 members 
Entering Unmasked Estep 
Score: -15391923.000000 Penalty: 13646.577148
	Iteration 23Q: 3 clusters Score -1.539192e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 65594 members 
Entering Unmasked Estep 
Score: -15392034.000000 Penalty: 13646.577148
	Iteration 24Q: 3 clusters Score -1.539203e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 65698 members 
Entering Unmasked Estep 
Score: -15392096.000000 Penalty: 13646.577148
	Iteration 25Q: 3 clusters Score -1.53921e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 65809 members 
Entering Unmasked Estep 
Score: -15392229.000000 Penalty: 13646.577148
	Iteration 26Q: 3 clusters Score -1.539223e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 65892 members 
Entering Unmasked Estep 
Score: -15392299.000000 Penalty: 13646.577148
	Iteration 27Q: 3 clusters Score -1.53923e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 65961 members 
Entering Unmasked Estep 
Score: -15392308.000000 Penalty: 13646.577148
	Iteration 28Q: 3 clusters Score -1.539231e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 66006 members 
Entering Unmasked Estep 
Score: -15392368.000000 Penalty: 13646.577148
	Iteration 29Q: 3 clusters Score -1.539237e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 66055 members 
Entering Unmasked Estep 
Score: -15392396.000000 Penalty: 13646.577148
	Iteration 30Q: 3 clusters Score -1.53924e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 66085 members 
Entering Unmasked Estep 
Score: -15392389.000000 Penalty: 13646.577148
	Iteration 31Q: 3 clusters Score -1.539239e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 66109 members 
Entering Unmasked Estep 
Score: -15392384.000000 Penalty: 13646.577148
	Iteration 32Q: 3 clusters Score -1.539238e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 66122 members 
Entering Unmasked Estep 
Score: -15392383.000000 Penalty: 13646.577148
	Iteration 33Q: 3 clusters Score -1.539238e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 66132 members 
Entering Unmasked Estep 
Score: -15392383.000000 Penalty: 13646.577148
	Iteration 34Q: 3 clusters Score -1.539238e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 66144 members 
Entering Unmasked Estep 
Score: -15392391.000000 Penalty: 13646.577148
	Iteration 35Q: 3 clusters Score -1.539239e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 66149 members 
Entering Unmasked Estep 
Score: -15392399.000000 Penalty: 13646.577148
	Iteration 36Q: 3 clusters Score -1.53924e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 66157 members 
Entering Unmasked Estep 
Score: -15392406.000000 Penalty: 13646.577148
	Iteration 37Q: 3 clusters Score -1.539241e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 66162 members 
Entering Unmasked Estep 
Score: -15392405.000000 Penalty: 13646.577148
	Iteration 38Q: 3 clusters Score -1.53924e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 66165 members 
Entering Unmasked Estep 
Score: -15392401.000000 Penalty: 13646.577148
	Iteration 39Q: 3 clusters Score -1.53924e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 66166 members 
Entering Unmasked Estep 
Score: -15392399.000000 Penalty: 13646.577148
	Iteration 40F: 3 clusters Score -1.53924e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 66167 members 
Entering Unmasked Estep 
Score: -15392406.000000 Penalty: 13646.577148
	Iteration 41Q: 3 clusters Score -1.539241e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 66170 members 
Entering Unmasked Estep 
Score: -15392394.000000 Penalty: 13646.577148
	Iteration 42Q: 3 clusters Score -1.539239e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 66171 members 
Entering Unmasked Estep 
Score: -15392395.000000 Penalty: 13646.577148
	Iteration 43Q: 3 clusters Score -1.53924e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 66171 members 
Entering Unmasked Estep 
Score: -15392395.000000 Penalty: 13646.577148
	Iteration 44F: 3 clusters Score -1.53924e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Entering Unmasked Estep 
Score: -357906.750000 Penalty: 4569.197754
	Iteration 0F: 2 clusters Score -357906.8 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 872 members 
Entering Unmasked Estep 
Score: -353318.156250 Penalty: 9138.395508
	Iteration 0F: 3 clusters Score -353318.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -354044.187500 Penalty: 9138.395508
	Iteration 1F: 3 clusters Score -354044.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -354286.312500 Penalty: 9138.395508
	Iteration 2F: 3 clusters Score -354286.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -354414.687500 Penalty: 9138.395508
	Iteration 3Q: 3 clusters Score -354414.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -354492.562500 Penalty: 9138.395508
	Iteration 4Q: 3 clusters Score -354492.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -354543.468750 Penalty: 9138.395508
	Iteration 5Q: 3 clusters Score -354543.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -354582.750000 Penalty: 9138.395508
	Iteration 6Q: 3 clusters Score -354582.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -354630.750000 Penalty: 9138.395508
	Iteration 7Q: 3 clusters Score -354630.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -354710.593750 Penalty: 9138.395508
	Iteration 8Q: 3 clusters Score -354710.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -354764.531250 Penalty: 9138.395508
	Iteration 9Q: 3 clusters Score -354764.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -354803.343750 Penalty: 9138.395508
	Iteration 10Q: 3 clusters Score -354803.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -354849.781250 Penalty: 9138.395508
	Iteration 11Q: 3 clusters Score -354849.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -354881.000000 Penalty: 9138.395508
	Iteration 12Q: 3 clusters Score -354881 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -354908.593750 Penalty: 9138.395508
	Iteration 13Q: 3 clusters Score -354908.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -354937.093750 Penalty: 9138.395508
	Iteration 14Q: 3 clusters Score -354937.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -354946.531250 Penalty: 9138.395508
	Iteration 15Q: 3 clusters Score -354946.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -354960.937500 Penalty: 9138.395508
	Iteration 16Q: 3 clusters Score -354960.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -354971.062500 Penalty: 9138.395508
	Iteration 17Q: 3 clusters Score -354971.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -354974.437500 Penalty: 9138.395508
	Iteration 18Q: 3 clusters Score -354974.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -354975.843750 Penalty: 9138.395508
	Iteration 19Q: 3 clusters Score -354975.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -354977.687500 Penalty: 9138.395508
	Iteration 20F: 3 clusters Score -354977.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Entering Unmasked Estep 
Score: -269829.468750 Penalty: 4420.684082
	Iteration 0F: 2 clusters Score -269829.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -265588.125000 Penalty: 8841.368164
	Iteration 0F: 3 clusters Score -265588.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -266406.343750 Penalty: 8841.368164
	Iteration 1F: 3 clusters Score -266406.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -267030.312500 Penalty: 8841.368164
	Iteration 2F: 3 clusters Score -267030.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -267441.250000 Penalty: 8841.368164
	Iteration 3F: 3 clusters Score -267441.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -267925.187500 Penalty: 8841.368164
	Iteration 4F: 3 clusters Score -267925.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -268490.843750 Penalty: 8841.368164
	Iteration 5F: 3 clusters Score -268490.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -268858.906250 Penalty: 8841.368164
	Iteration 6Q: 3 clusters Score -268858.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -269141.250000 Penalty: 8841.368164
	Iteration 7Q: 3 clusters Score -269141.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -269241.812500 Penalty: 8841.368164
	Iteration 8Q: 3 clusters Score -269241.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -269295.562500 Penalty: 8841.368164
	Iteration 9Q: 3 clusters Score -269295.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -269347.843750 Penalty: 8841.368164
	Iteration 10Q: 3 clusters Score -269347.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -269394.406250 Penalty: 8841.368164
	Iteration 11Q: 3 clusters Score -269394.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -269443.562500 Penalty: 8841.368164
	Iteration 12Q: 3 clusters Score -269443.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -269629.531250 Penalty: 8841.368164
	Iteration 13Q: 3 clusters Score -269629.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -269688.375000 Penalty: 8841.368164
	Iteration 14Q: 3 clusters Score -269688.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -269763.375000 Penalty: 8841.368164
	Iteration 15Q: 3 clusters Score -269763.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -269832.000000 Penalty: 8841.368164
	Iteration 16Q: 3 clusters Score -269832 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -269931.312500 Penalty: 8841.368164
	Iteration 17Q: 3 clusters Score -269931.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -270017.062500 Penalty: 8841.368164
	Iteration 18Q: 3 clusters Score -270017.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -270128.125000 Penalty: 8841.368164
	Iteration 19Q: 3 clusters Score -270128.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -270272.781250 Penalty: 8841.368164
	Iteration 20F: 3 clusters Score -270272.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -270338.687500 Penalty: 8841.368164
	Iteration 21Q: 3 clusters Score -270338.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -270364.312500 Penalty: 8841.368164
	Iteration 22Q: 3 clusters Score -270364.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -270381.031250 Penalty: 8841.368164
	Iteration 23Q: 3 clusters Score -270381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -270400.656250 Penalty: 8841.368164
	Iteration 24Q: 3 clusters Score -270400.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -270417.062500 Penalty: 8841.368164
	Iteration 25Q: 3 clusters Score -270417.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -270446.687500 Penalty: 8841.368164
	Iteration 26Q: 3 clusters Score -270446.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -270481.468750 Penalty: 8841.368164
	Iteration 27Q: 3 clusters Score -270481.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -270495.343750 Penalty: 8841.368164
	Iteration 28Q: 3 clusters Score -270495.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -270500.437500 Penalty: 8841.368164
	Iteration 29Q: 3 clusters Score -270500.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -270511.937500 Penalty: 8841.368164
	Iteration 30Q: 3 clusters Score -270511.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -270522.593750 Penalty: 8841.368164
	Iteration 31Q: 3 clusters Score -270522.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -270527.093750 Penalty: 8841.368164
	Iteration 32Q: 3 clusters Score -270527.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -270531.687500 Penalty: 8841.368164
	Iteration 33Q: 3 clusters Score -270531.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -270531.687500 Penalty: 8841.368164
	Iteration 34F: 3 clusters Score -270531.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 28966 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10996 members 
Mstep: Class 5 contains 5521 members 
Mstep: Class 6 contains 10723 members 
Mstep: Class 7 contains 19351 members 
Mstep: Class 8 contains 143442 members 
Mstep: Class 9 contains 10501 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68876 members 
Mstep: Class 12 contains 1737 members 
Mstep: Class 13 contains 773 members 
Mstep: Class 14 contains 127363 members 
Mstep: Class 15 contains 15892 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 21992 members 
Mstep: Class 18 contains 54770 members 
Mstep: Class 19 contains 18161 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 42151 members 
Mstep: Class 22 contains 5977 members 
Mstep: Class 23 contains 29315 members 
Mstep: Class 24 contains 13323 members 
Mstep: Class 25 contains 30916 members 
Mstep: Class 26 contains 35688 members 
Mstep: Class 27 contains 590 members 
Entering Unmasked Estep 
Score: -157256032.000000 Penalty: 222986.234375
Splitting cluster 13 changes total score from -157259200.000000 to -157256032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (127363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127363 members 
Entering Unmasked Estep 
Score: -28451772.000000 Penalty: 7199.812988
	Iteration 0F: 2 clusters Score -2.845177e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63686 members 
Mstep: Class 2 contains 63677 members 
Entering Unmasked Estep 
Score: -28366562.000000 Penalty: 14399.625977
	Iteration 0F: 3 clusters Score -2.836656e+07 nChanged 58693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64053 members 
Mstep: Class 2 contains 63310 members 
Entering Unmasked Estep 
Score: -28399498.000000 Penalty: 14399.625977
	Iteration 1F: 3 clusters Score -2.83995e+07 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64307 members 
Mstep: Class 2 contains 63056 members 
Entering Unmasked Estep 
Score: -28401082.000000 Penalty: 14399.625977
	Iteration 2Q: 3 clusters Score -2.840108e+07 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64783 members 
Mstep: Class 2 contains 62580 members 
Entering Unmasked Estep 
Score: -28402892.000000 Penalty: 14399.625977
	Iteration 3Q: 3 clusters Score -2.840289e+07 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65433 members 
Mstep: Class 2 contains 61930 members 
Entering Unmasked Estep 
Score: -28405078.000000 Penalty: 14399.625977
	Iteration 4Q: 3 clusters Score -2.840508e+07 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66547 members 
Mstep: Class 2 contains 60816 members 
Entering Unmasked Estep 
Score: -28407830.000000 Penalty: 14399.625977
	Iteration 5Q: 3 clusters Score -2.840783e+07 nChanged 6482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68065 members 
Mstep: Class 2 contains 59298 members 
Entering Unmasked Estep 
Score: -28410926.000000 Penalty: 14399.625977
	Iteration 6F: 3 clusters Score -2.841093e+07 nChanged 6802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70073 members 
Mstep: Class 2 contains 57290 members 
Entering Unmasked Estep 
Score: -28414228.000000 Penalty: 14399.625977
	Iteration 7F: 3 clusters Score -2.841423e+07 nChanged 6687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72266 members 
Mstep: Class 2 contains 55097 members 
Entering Unmasked Estep 
Score: -28417492.000000 Penalty: 14399.625977
	Iteration 8F: 3 clusters Score -2.841749e+07 nChanged 6116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74280 members 
Mstep: Class 2 contains 53083 members 
Entering Unmasked Estep 
Score: -28420450.000000 Penalty: 14399.625977
	Iteration 9Q: 3 clusters Score -2.842045e+07 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75756 members 
Mstep: Class 2 contains 51607 members 
Entering Unmasked Estep 
Score: -28422896.000000 Penalty: 14399.625977
	Iteration 10Q: 3 clusters Score -2.84229e+07 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76566 members 
Mstep: Class 2 contains 50797 members 
Entering Unmasked Estep 
Score: -28425850.000000 Penalty: 14399.625977
	Iteration 11Q: 3 clusters Score -2.842585e+07 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76342 members 
Mstep: Class 2 contains 51021 members 
Entering Unmasked Estep 
Score: -28430974.000000 Penalty: 14399.625977
	Iteration 12Q: 3 clusters Score -2.843097e+07 nChanged 7144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74484 members 
Mstep: Class 2 contains 52879 members 
Entering Unmasked Estep 
Score: -28441028.000000 Penalty: 14399.625977
	Iteration 13F: 3 clusters Score -2.844103e+07 nChanged 9155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70617 members 
Mstep: Class 2 contains 56746 members 
Entering Unmasked Estep 
Score: -28459540.000000 Penalty: 14399.625977
	Iteration 14F: 3 clusters Score -2.845954e+07 nChanged 8407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66536 members 
Mstep: Class 2 contains 60827 members 
Entering Unmasked Estep 
Score: -28478116.000000 Penalty: 14399.625977
	Iteration 15F: 3 clusters Score -2.847812e+07 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64292 members 
Mstep: Class 2 contains 63071 members 
Entering Unmasked Estep 
Score: -28484032.000000 Penalty: 14399.625977
	Iteration 16Q: 3 clusters Score -2.848403e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63237 members 
Mstep: Class 2 contains 64126 members 
Entering Unmasked Estep 
Score: -28484842.000000 Penalty: 14399.625977
	Iteration 17Q: 3 clusters Score -2.848484e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62728 members 
Mstep: Class 2 contains 64635 members 
Entering Unmasked Estep 
Score: -28484974.000000 Penalty: 14399.625977
	Iteration 18Q: 3 clusters Score -2.848497e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62480 members 
Mstep: Class 2 contains 64883 members 
Entering Unmasked Estep 
Score: -28485052.000000 Penalty: 14399.625977
	Iteration 19Q: 3 clusters Score -2.848505e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62358 members 
Mstep: Class 2 contains 65005 members 
Entering Unmasked Estep 
Score: -28485100.000000 Penalty: 14399.625977
	Iteration 20F: 3 clusters Score -2.84851e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62304 members 
Mstep: Class 2 contains 65059 members 
Entering Unmasked Estep 
Score: -28485106.000000 Penalty: 14399.625977
	Iteration 21Q: 3 clusters Score -2.848511e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62288 members 
Mstep: Class 2 contains 65075 members 
Entering Unmasked Estep 
Score: -28485076.000000 Penalty: 14399.625977
	Iteration 22Q: 3 clusters Score -2.848508e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62273 members 
Mstep: Class 2 contains 65090 members 
Entering Unmasked Estep 
Score: -28485082.000000 Penalty: 14399.625977
	Iteration 23Q: 3 clusters Score -2.848508e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62264 members 
Mstep: Class 2 contains 65099 members 
Entering Unmasked Estep 
Score: -28485060.000000 Penalty: 14399.625977
	Iteration 24Q: 3 clusters Score -2.848506e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62259 members 
Mstep: Class 2 contains 65104 members 
Entering Unmasked Estep 
Score: -28485084.000000 Penalty: 14399.625977
	Iteration 25Q: 3 clusters Score -2.848508e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62254 members 
Mstep: Class 2 contains 65109 members 
Entering Unmasked Estep 
Score: -28485086.000000 Penalty: 14399.625977
	Iteration 26Q: 3 clusters Score -2.848509e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62252 members 
Mstep: Class 2 contains 65111 members 
Entering Unmasked Estep 
Score: -28485100.000000 Penalty: 14399.625977
	Iteration 27Q: 3 clusters Score -2.84851e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62252 members 
Mstep: Class 2 contains 65111 members 
Entering Unmasked Estep 
Score: -28485100.000000 Penalty: 14399.625977
	Iteration 28F: 3 clusters Score -2.84851e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 28966 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10996 members 
Mstep: Class 5 contains 5521 members 
Mstep: Class 6 contains 10723 members 
Mstep: Class 7 contains 19351 members 
Mstep: Class 8 contains 143442 members 
Mstep: Class 9 contains 10501 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68876 members 
Mstep: Class 12 contains 1737 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62252 members 
Mstep: Class 15 contains 15892 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 21992 members 
Mstep: Class 18 contains 54770 members 
Mstep: Class 19 contains 18161 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 42151 members 
Mstep: Class 22 contains 5977 members 
Mstep: Class 23 contains 29315 members 
Mstep: Class 24 contains 13323 members 
Mstep: Class 25 contains 30916 members 
Mstep: Class 26 contains 35688 members 
Mstep: Class 27 contains 65111 members 
Entering Unmasked Estep 
Score: -157290448.000000 Penalty: 222986.234375
Splitting cluster 14 changes total score from -157259200.000000 to -157290448.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 15 (15892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Entering Unmasked Estep 
Score: -3558083.000000 Penalty: 5925.062500
	Iteration 0F: 2 clusters Score -3558083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -3544047.500000 Penalty: 11850.125000
	Iteration 0F: 3 clusters Score -3544048 nChanged 6352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -3547412.250000 Penalty: 11850.125000
	Iteration 1F: 3 clusters Score -3547412 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -3547968.250000 Penalty: 11850.125000
	Iteration 2F: 3 clusters Score -3547968 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -3548276.000000 Penalty: 11850.125000
	Iteration 3Q: 3 clusters Score -3548276 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -3548491.750000 Penalty: 11850.125000
	Iteration 4Q: 3 clusters Score -3548492 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -3548664.000000 Penalty: 11850.125000
	Iteration 5Q: 3 clusters Score -3548664 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -3548779.750000 Penalty: 11850.125000
	Iteration 6Q: 3 clusters Score -3548780 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -3548882.000000 Penalty: 11850.125000
	Iteration 7Q: 3 clusters Score -3548882 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -3548955.000000 Penalty: 11850.125000
	Iteration 8Q: 3 clusters Score -3548955 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -3549020.750000 Penalty: 11850.125000
	Iteration 9Q: 3 clusters Score -3549021 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -3549078.500000 Penalty: 11850.125000
	Iteration 10Q: 3 clusters Score -3549078 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -3549112.750000 Penalty: 11850.125000
	Iteration 11Q: 3 clusters Score -3549113 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -3549147.500000 Penalty: 11850.125000
	Iteration 12Q: 3 clusters Score -3549148 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -3549173.750000 Penalty: 11850.125000
	Iteration 13Q: 3 clusters Score -3549174 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -3549199.750000 Penalty: 11850.125000
	Iteration 14Q: 3 clusters Score -3549200 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -3549246.000000 Penalty: 11850.125000
	Iteration 15Q: 3 clusters Score -3549246 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -3549282.000000 Penalty: 11850.125000
	Iteration 16Q: 3 clusters Score -3549282 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -3549314.000000 Penalty: 11850.125000
	Iteration 17Q: 3 clusters Score -3549314 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -3549350.000000 Penalty: 11850.125000
	Iteration 18Q: 3 clusters Score -3549350 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -3549384.750000 Penalty: 11850.125000
	Iteration 19Q: 3 clusters Score -3549385 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -3549423.250000 Penalty: 11850.125000
	Iteration 20F: 3 clusters Score -3549423 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -3549461.750000 Penalty: 11850.125000
	Iteration 21Q: 3 clusters Score -3549462 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -3549502.750000 Penalty: 11850.125000
	Iteration 22Q: 3 clusters Score -3549503 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -3549572.500000 Penalty: 11850.125000
	Iteration 23Q: 3 clusters Score -3549572 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -3549620.000000 Penalty: 11850.125000
	Iteration 24Q: 3 clusters Score -3549620 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -3549672.500000 Penalty: 11850.125000
	Iteration 25Q: 3 clusters Score -3549672 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -3549768.250000 Penalty: 11850.125000
	Iteration 26Q: 3 clusters Score -3549768 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -3549856.500000 Penalty: 11850.125000
	Iteration 27Q: 3 clusters Score -3549856 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -3549960.250000 Penalty: 11850.125000
	Iteration 28Q: 3 clusters Score -3549960 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -3550098.250000 Penalty: 11850.125000
	Iteration 29Q: 3 clusters Score -3550098 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -3550242.500000 Penalty: 11850.125000
	Iteration 30Q: 3 clusters Score -3550242 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -3550460.250000 Penalty: 11850.125000
	Iteration 31Q: 3 clusters Score -3550460 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -3550676.000000 Penalty: 11850.125000
	Iteration 32Q: 3 clusters Score -3550676 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -3550908.500000 Penalty: 11850.125000
	Iteration 33Q: 3 clusters Score -3550908 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -3551131.500000 Penalty: 11850.125000
	Iteration 34Q: 3 clusters Score -3551132 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -3551347.500000 Penalty: 11850.125000
	Iteration 35Q: 3 clusters Score -3551348 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -3551560.750000 Penalty: 11850.125000
	Iteration 36Q: 3 clusters Score -3551561 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -3551770.000000 Penalty: 11850.125000
	Iteration 37Q: 3 clusters Score -3551770 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -3551960.000000 Penalty: 11850.125000
	Iteration 38Q: 3 clusters Score -3551960 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -3552156.500000 Penalty: 11850.125000
	Iteration 39Q: 3 clusters Score -3552156 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -3552314.750000 Penalty: 11850.125000
	Iteration 40F: 3 clusters Score -3552315 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -3552457.250000 Penalty: 11850.125000
	Iteration 41Q: 3 clusters Score -3552457 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -3552566.500000 Penalty: 11850.125000
	Iteration 42Q: 3 clusters Score -3552566 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -3552661.500000 Penalty: 11850.125000
	Iteration 43Q: 3 clusters Score -3552662 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -3552737.250000 Penalty: 11850.125000
	Iteration 44Q: 3 clusters Score -3552737 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3552783.250000 Penalty: 11850.125000
	Iteration 45Q: 3 clusters Score -3552783 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -3552829.000000 Penalty: 11850.125000
	Iteration 46Q: 3 clusters Score -3552829 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -3552874.250000 Penalty: 11850.125000
	Iteration 47Q: 3 clusters Score -3552874 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -3552905.000000 Penalty: 11850.125000
	Iteration 48Q: 3 clusters Score -3552905 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -3552928.500000 Penalty: 11850.125000
	Iteration 49Q: 3 clusters Score -3552928 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3552939.500000 Penalty: 11850.125000
	Iteration 50Q: 3 clusters Score -3552940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -3552950.250000 Penalty: 11850.125000
	Iteration 51Q: 3 clusters Score -3552950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3552966.250000 Penalty: 11850.125000
	Iteration 52Q: 3 clusters Score -3552966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -3552977.250000 Penalty: 11850.125000
	Iteration 53Q: 3 clusters Score -3552977 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3552987.750000 Penalty: 11850.125000
	Iteration 54Q: 3 clusters Score -3552988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -3552995.000000 Penalty: 11850.125000
	Iteration 55Q: 3 clusters Score -3552995 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3553015.500000 Penalty: 11850.125000
	Iteration 56Q: 3 clusters Score -3553016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -3553026.750000 Penalty: 11850.125000
	Iteration 57Q: 3 clusters Score -3553027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3553037.000000 Penalty: 11850.125000
	Iteration 58Q: 3 clusters Score -3553037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3553047.500000 Penalty: 11850.125000
	Iteration 59Q: 3 clusters Score -3553048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3553047.000000 Penalty: 11850.125000
	Iteration 60F: 3 clusters Score -3553047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3553048.750000 Penalty: 11850.125000
	Iteration 61Q: 3 clusters Score -3553049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3553052.000000 Penalty: 11850.125000
	Iteration 62Q: 3 clusters Score -3553052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3553052.000000 Penalty: 11850.125000
	Iteration 63F: 3 clusters Score -3553052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Entering Unmasked Estep 
Score: -255599.828125 Penalty: 4386.018066
	Iteration 0F: 2 clusters Score -255599.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -251322.218750 Penalty: 8772.036133
	Iteration 0F: 3 clusters Score -251322.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -251853.609375 Penalty: 8772.036133
	Iteration 1F: 3 clusters Score -251853.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -252314.750000 Penalty: 8772.036133
	Iteration 2F: 3 clusters Score -252314.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -252740.390625 Penalty: 8772.036133
	Iteration 3F: 3 clusters Score -252740.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -253120.859375 Penalty: 8772.036133
	Iteration 4F: 3 clusters Score -253120.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -253512.656250 Penalty: 8772.036133
	Iteration 5F: 3 clusters Score -253512.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -253797.656250 Penalty: 8772.036133
	Iteration 6Q: 3 clusters Score -253797.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -253922.406250 Penalty: 8772.036133
	Iteration 7Q: 3 clusters Score -253922.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -254040.515625 Penalty: 8772.036133
	Iteration 8Q: 3 clusters Score -254040.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -254300.875000 Penalty: 8772.036133
	Iteration 9Q: 3 clusters Score -254300.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -254358.531250 Penalty: 8772.036133
	Iteration 10Q: 3 clusters Score -254358.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -254397.593750 Penalty: 8772.036133
	Iteration 11Q: 3 clusters Score -254397.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -254425.265625 Penalty: 8772.036133
	Iteration 12Q: 3 clusters Score -254425.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -254446.078125 Penalty: 8772.036133
	Iteration 13Q: 3 clusters Score -254446.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -254456.265625 Penalty: 8772.036133
	Iteration 14Q: 3 clusters Score -254456.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -254463.406250 Penalty: 8772.036133
	Iteration 15Q: 3 clusters Score -254463.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -254465.265625 Penalty: 8772.036133
	Iteration 16Q: 3 clusters Score -254465.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -254469.656250 Penalty: 8772.036133
	Iteration 17Q: 3 clusters Score -254469.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -254472.875000 Penalty: 8772.036133
	Iteration 18Q: 3 clusters Score -254472.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -254480.921875 Penalty: 8772.036133
	Iteration 19Q: 3 clusters Score -254480.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -254484.656250 Penalty: 8772.036133
	Iteration 20F: 3 clusters Score -254484.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (21992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Entering Unmasked Estep 
Score: -4713616.500000 Penalty: 6124.041016
	Iteration 0F: 2 clusters Score -4713616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -4695720.000000 Penalty: 12248.082031
	Iteration 0F: 3 clusters Score -4695720 nChanged 9060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -4700611.500000 Penalty: 12248.082031
	Iteration 1F: 3 clusters Score -4700612 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -4701580.500000 Penalty: 12248.082031
	Iteration 2F: 3 clusters Score -4701580 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -4702535.500000 Penalty: 12248.082031
	Iteration 3F: 3 clusters Score -4702536 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -4703573.000000 Penalty: 12248.082031
	Iteration 4F: 3 clusters Score -4703573 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -4704726.000000 Penalty: 12248.082031
	Iteration 5F: 3 clusters Score -4704726 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -4705839.000000 Penalty: 12248.082031
	Iteration 6F: 3 clusters Score -4705839 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -4706874.500000 Penalty: 12248.082031
	Iteration 7F: 3 clusters Score -4706874 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -4707742.500000 Penalty: 12248.082031
	Iteration 8F: 3 clusters Score -4707742 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -4708425.000000 Penalty: 12248.082031
	Iteration 9Q: 3 clusters Score -4708425 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -4708933.500000 Penalty: 12248.082031
	Iteration 10Q: 3 clusters Score -4708934 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -4709301.000000 Penalty: 12248.082031
	Iteration 11Q: 3 clusters Score -4709301 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -4709558.500000 Penalty: 12248.082031
	Iteration 12Q: 3 clusters Score -4709558 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -4709776.000000 Penalty: 12248.082031
	Iteration 13Q: 3 clusters Score -4709776 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -4709951.500000 Penalty: 12248.082031
	Iteration 14Q: 3 clusters Score -4709952 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -4710065.500000 Penalty: 12248.082031
	Iteration 15Q: 3 clusters Score -4710066 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -4710169.500000 Penalty: 12248.082031
	Iteration 16Q: 3 clusters Score -4710170 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -4710246.500000 Penalty: 12248.082031
	Iteration 17Q: 3 clusters Score -4710246 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -4710332.000000 Penalty: 12248.082031
	Iteration 18Q: 3 clusters Score -4710332 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -4710402.500000 Penalty: 12248.082031
	Iteration 19Q: 3 clusters Score -4710402 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -4710463.500000 Penalty: 12248.082031
	Iteration 20F: 3 clusters Score -4710464 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -4710533.500000 Penalty: 12248.082031
	Iteration 21Q: 3 clusters Score -4710534 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -4710572.000000 Penalty: 12248.082031
	Iteration 22Q: 3 clusters Score -4710572 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -4710581.000000 Penalty: 12248.082031
	Iteration 23Q: 3 clusters Score -4710581 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -4710607.000000 Penalty: 12248.082031
	Iteration 24Q: 3 clusters Score -4710607 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -4710603.500000 Penalty: 12248.082031
	Iteration 25Q: 3 clusters Score -4710604 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -4710618.500000 Penalty: 12248.082031
	Iteration 26Q: 3 clusters Score -4710618 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -4710636.500000 Penalty: 12248.082031
	Iteration 27Q: 3 clusters Score -4710636 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -4710648.500000 Penalty: 12248.082031
	Iteration 28Q: 3 clusters Score -4710648 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -4710656.500000 Penalty: 12248.082031
	Iteration 29Q: 3 clusters Score -4710656 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -4710665.500000 Penalty: 12248.082031
	Iteration 30Q: 3 clusters Score -4710666 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -4710671.000000 Penalty: 12248.082031
	Iteration 31Q: 3 clusters Score -4710671 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -4710675.000000 Penalty: 12248.082031
	Iteration 32Q: 3 clusters Score -4710675 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -4710673.500000 Penalty: 12248.082031
	Iteration 33Q: 3 clusters Score -4710674 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -4710690.500000 Penalty: 12248.082031
	Iteration 34Q: 3 clusters Score -4710690 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -4710693.500000 Penalty: 12248.082031
	Iteration 35Q: 3 clusters Score -4710694 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -4710700.000000 Penalty: 12248.082031
	Iteration 36Q: 3 clusters Score -4710700 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -4710707.500000 Penalty: 12248.082031
	Iteration 37Q: 3 clusters Score -4710708 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -4710723.000000 Penalty: 12248.082031
	Iteration 38Q: 3 clusters Score -4710723 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -4710720.500000 Penalty: 12248.082031
	Iteration 39Q: 3 clusters Score -4710720 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -4710728.000000 Penalty: 12248.082031
	Iteration 40F: 3 clusters Score -4710728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -4710735.000000 Penalty: 12248.082031
	Iteration 41Q: 3 clusters Score -4710735 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -4710737.000000 Penalty: 12248.082031
	Iteration 42Q: 3 clusters Score -4710737 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -4710731.000000 Penalty: 12248.082031
	Iteration 43Q: 3 clusters Score -4710731 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -4710746.500000 Penalty: 12248.082031
	Iteration 44Q: 3 clusters Score -4710746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -4710743.000000 Penalty: 12248.082031
	Iteration 45Q: 3 clusters Score -4710743 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -4710757.500000 Penalty: 12248.082031
	Iteration 46Q: 3 clusters Score -4710758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -4710762.000000 Penalty: 12248.082031
	Iteration 47Q: 3 clusters Score -4710762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -4710763.000000 Penalty: 12248.082031
	Iteration 48Q: 3 clusters Score -4710763 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -4710754.000000 Penalty: 12248.082031
	Iteration 49Q: 3 clusters Score -4710754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -4710763.000000 Penalty: 12248.082031
	Iteration 50Q: 3 clusters Score -4710763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -4710774.500000 Penalty: 12248.082031
	Iteration 51Q: 3 clusters Score -4710774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -4710783.500000 Penalty: 12248.082031
	Iteration 52Q: 3 clusters Score -4710784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -4710778.500000 Penalty: 12248.082031
	Iteration 53Q: 3 clusters Score -4710778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -4710779.500000 Penalty: 12248.082031
	Iteration 54Q: 3 clusters Score -4710780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -4710786.000000 Penalty: 12248.082031
	Iteration 55Q: 3 clusters Score -4710786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -4710786.500000 Penalty: 12248.082031
	Iteration 56Q: 3 clusters Score -4710786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -4710784.000000 Penalty: 12248.082031
	Iteration 57Q: 3 clusters Score -4710784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -4710790.500000 Penalty: 12248.082031
	Iteration 58Q: 3 clusters Score -4710790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -4710781.500000 Penalty: 12248.082031
	Iteration 59Q: 3 clusters Score -4710782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -4710786.500000 Penalty: 12248.082031
	Iteration 60F: 3 clusters Score -4710786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -4710775.500000 Penalty: 12248.082031
	Iteration 61Q: 3 clusters Score -4710776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -4710775.500000 Penalty: 12248.082031
	Iteration 62F: 3 clusters Score -4710776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (54770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54770 members 
Entering Unmasked Estep 
Score: -12244112.000000 Penalty: 6682.925293
	Iteration 0F: 2 clusters Score -1.224411e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27219 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -12205512.000000 Penalty: 13365.850586
	Iteration 0F: 3 clusters Score -1.220551e+07 nChanged 24065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26660 members 
Mstep: Class 2 contains 28110 members 
Entering Unmasked Estep 
Score: -12218302.000000 Penalty: 13365.850586
	Iteration 1F: 3 clusters Score -1.22183e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 28424 members 
Entering Unmasked Estep 
Score: -12219372.000000 Penalty: 13365.850586
	Iteration 2F: 3 clusters Score -1.221937e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -12220452.000000 Penalty: 13365.850586
	Iteration 3Q: 3 clusters Score -1.222045e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 29402 members 
Entering Unmasked Estep 
Score: -12221583.000000 Penalty: 13365.850586
	Iteration 4Q: 3 clusters Score -1.222158e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 30007 members 
Entering Unmasked Estep 
Score: -12222951.000000 Penalty: 13365.850586
	Iteration 5Q: 3 clusters Score -1.222295e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 30592 members 
Entering Unmasked Estep 
Score: -12224566.000000 Penalty: 13365.850586
	Iteration 6Q: 3 clusters Score -1.222457e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 31165 members 
Entering Unmasked Estep 
Score: -12226397.000000 Penalty: 13365.850586
	Iteration 7F: 3 clusters Score -1.22264e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 31578 members 
Entering Unmasked Estep 
Score: -12228292.000000 Penalty: 13365.850586
	Iteration 8F: 3 clusters Score -1.222829e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 31912 members 
Entering Unmasked Estep 
Score: -12230011.000000 Penalty: 13365.850586
	Iteration 9F: 3 clusters Score -1.223001e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 32220 members 
Entering Unmasked Estep 
Score: -12231750.000000 Penalty: 13365.850586
	Iteration 10Q: 3 clusters Score -1.223175e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 32535 members 
Entering Unmasked Estep 
Score: -12233038.000000 Penalty: 13365.850586
	Iteration 11Q: 3 clusters Score -1.223304e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 32948 members 
Entering Unmasked Estep 
Score: -12234117.000000 Penalty: 13365.850586
	Iteration 12Q: 3 clusters Score -1.223412e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 33454 members 
Entering Unmasked Estep 
Score: -12234949.000000 Penalty: 13365.850586
	Iteration 13Q: 3 clusters Score -1.223495e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 34008 members 
Entering Unmasked Estep 
Score: -12235495.000000 Penalty: 13365.850586
	Iteration 14Q: 3 clusters Score -1.22355e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 34625 members 
Entering Unmasked Estep 
Score: -12235963.000000 Penalty: 13365.850586
	Iteration 15Q: 3 clusters Score -1.223596e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 35369 members 
Entering Unmasked Estep 
Score: -12236451.000000 Penalty: 13365.850586
	Iteration 16Q: 3 clusters Score -1.223645e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 36146 members 
Entering Unmasked Estep 
Score: -12236781.000000 Penalty: 13365.850586
	Iteration 17Q: 3 clusters Score -1.223678e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 37008 members 
Entering Unmasked Estep 
Score: -12237314.000000 Penalty: 13365.850586
	Iteration 18Q: 3 clusters Score -1.223731e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 37928 members 
Entering Unmasked Estep 
Score: -12237918.000000 Penalty: 13365.850586
	Iteration 19Q: 3 clusters Score -1.223792e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 38952 members 
Entering Unmasked Estep 
Score: -12238816.000000 Penalty: 13365.850586
	Iteration 20F: 3 clusters Score -1.223882e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 40066 members 
Entering Unmasked Estep 
Score: -12240036.000000 Penalty: 13365.850586
	Iteration 21Q: 3 clusters Score -1.224004e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 41076 members 
Entering Unmasked Estep 
Score: -12241276.000000 Penalty: 13365.850586
	Iteration 22Q: 3 clusters Score -1.224128e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 41886 members 
Entering Unmasked Estep 
Score: -12242123.000000 Penalty: 13365.850586
	Iteration 23Q: 3 clusters Score -1.224212e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 42482 members 
Entering Unmasked Estep 
Score: -12242605.000000 Penalty: 13365.850586
	Iteration 24Q: 3 clusters Score -1.22426e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 42907 members 
Entering Unmasked Estep 
Score: -12242813.000000 Penalty: 13365.850586
	Iteration 25Q: 3 clusters Score -1.224281e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 43197 members 
Entering Unmasked Estep 
Score: -12242911.000000 Penalty: 13365.850586
	Iteration 26Q: 3 clusters Score -1.224291e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 43400 members 
Entering Unmasked Estep 
Score: -12242971.000000 Penalty: 13365.850586
	Iteration 27Q: 3 clusters Score -1.224297e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 43536 members 
Entering Unmasked Estep 
Score: -12242982.000000 Penalty: 13365.850586
	Iteration 28Q: 3 clusters Score -1.224298e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 43640 members 
Entering Unmasked Estep 
Score: -12242995.000000 Penalty: 13365.850586
	Iteration 29Q: 3 clusters Score -1.2243e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 43693 members 
Entering Unmasked Estep 
Score: -12243000.000000 Penalty: 13365.850586
	Iteration 30Q: 3 clusters Score -1.2243e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 43727 members 
Entering Unmasked Estep 
Score: -12243015.000000 Penalty: 13365.850586
	Iteration 31Q: 3 clusters Score -1.224302e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 43763 members 
Entering Unmasked Estep 
Score: -12243020.000000 Penalty: 13365.850586
	Iteration 32Q: 3 clusters Score -1.224302e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 43797 members 
Entering Unmasked Estep 
Score: -12243007.000000 Penalty: 13365.850586
	Iteration 33Q: 3 clusters Score -1.224301e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 43820 members 
Entering Unmasked Estep 
Score: -12243011.000000 Penalty: 13365.850586
	Iteration 34Q: 3 clusters Score -1.224301e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 43837 members 
Entering Unmasked Estep 
Score: -12243035.000000 Penalty: 13365.850586
	Iteration 35Q: 3 clusters Score -1.224304e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 43848 members 
Entering Unmasked Estep 
Score: -12243028.000000 Penalty: 13365.850586
	Iteration 36Q: 3 clusters Score -1.224303e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 43857 members 
Entering Unmasked Estep 
Score: -12243031.000000 Penalty: 13365.850586
	Iteration 37Q: 3 clusters Score -1.224303e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 43861 members 
Entering Unmasked Estep 
Score: -12243026.000000 Penalty: 13365.850586
	Iteration 38Q: 3 clusters Score -1.224303e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 43863 members 
Entering Unmasked Estep 
Score: -12243025.000000 Penalty: 13365.850586
	Iteration 39Q: 3 clusters Score -1.224302e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 43866 members 
Entering Unmasked Estep 
Score: -12243019.000000 Penalty: 13365.850586
	Iteration 40F: 3 clusters Score -1.224302e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 43869 members 
Entering Unmasked Estep 
Score: -12243031.000000 Penalty: 13365.850586
	Iteration 41Q: 3 clusters Score -1.224303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 43871 members 
Entering Unmasked Estep 
Score: -12243028.000000 Penalty: 13365.850586
	Iteration 42Q: 3 clusters Score -1.224303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 43873 members 
Entering Unmasked Estep 
Score: -12243025.000000 Penalty: 13365.850586
	Iteration 43Q: 3 clusters Score -1.224302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 43875 members 
Entering Unmasked Estep 
Score: -12243028.000000 Penalty: 13365.850586
	Iteration 44Q: 3 clusters Score -1.224303e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 43875 members 
Entering Unmasked Estep 
Score: -12243028.000000 Penalty: 13365.850586
	Iteration 45F: 3 clusters Score -1.224303e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (18161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Entering Unmasked Estep 
Score: -3928148.750000 Penalty: 6006.806641
	Iteration 0F: 2 clusters Score -3928149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -3912793.250000 Penalty: 12013.613281
	Iteration 0F: 3 clusters Score -3912793 nChanged 7258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -3916835.500000 Penalty: 12013.613281
	Iteration 1F: 3 clusters Score -3916836 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -3917515.250000 Penalty: 12013.613281
	Iteration 2F: 3 clusters Score -3917515 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -3917975.500000 Penalty: 12013.613281
	Iteration 3F: 3 clusters Score -3917976 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -3918339.250000 Penalty: 12013.613281
	Iteration 4Q: 3 clusters Score -3918339 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -3918679.500000 Penalty: 12013.613281
	Iteration 5Q: 3 clusters Score -3918680 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -3918999.750000 Penalty: 12013.613281
	Iteration 6Q: 3 clusters Score -3919000 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -3919302.000000 Penalty: 12013.613281
	Iteration 7Q: 3 clusters Score -3919302 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -3919617.000000 Penalty: 12013.613281
	Iteration 8Q: 3 clusters Score -3919617 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -3919973.250000 Penalty: 12013.613281
	Iteration 9Q: 3 clusters Score -3919973 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -3920344.500000 Penalty: 12013.613281
	Iteration 10Q: 3 clusters Score -3920344 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -3920782.500000 Penalty: 12013.613281
	Iteration 11Q: 3 clusters Score -3920782 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -3921102.000000 Penalty: 12013.613281
	Iteration 12Q: 3 clusters Score -3921102 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -3921356.750000 Penalty: 12013.613281
	Iteration 13Q: 3 clusters Score -3921357 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -3921582.250000 Penalty: 12013.613281
	Iteration 14Q: 3 clusters Score -3921582 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -3921755.500000 Penalty: 12013.613281
	Iteration 15Q: 3 clusters Score -3921756 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -3921914.000000 Penalty: 12013.613281
	Iteration 16Q: 3 clusters Score -3921914 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -3922001.500000 Penalty: 12013.613281
	Iteration 17Q: 3 clusters Score -3922002 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -3922103.000000 Penalty: 12013.613281
	Iteration 18Q: 3 clusters Score -3922103 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -3922168.000000 Penalty: 12013.613281
	Iteration 19Q: 3 clusters Score -3922168 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -3922229.750000 Penalty: 12013.613281
	Iteration 20F: 3 clusters Score -3922230 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -3922290.500000 Penalty: 12013.613281
	Iteration 21Q: 3 clusters Score -3922290 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -3922308.250000 Penalty: 12013.613281
	Iteration 22Q: 3 clusters Score -3922308 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -3922340.500000 Penalty: 12013.613281
	Iteration 23Q: 3 clusters Score -3922340 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -3922371.500000 Penalty: 12013.613281
	Iteration 24Q: 3 clusters Score -3922372 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -3922404.500000 Penalty: 12013.613281
	Iteration 25Q: 3 clusters Score -3922404 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -3922441.000000 Penalty: 12013.613281
	Iteration 26Q: 3 clusters Score -3922441 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -3922474.500000 Penalty: 12013.613281
	Iteration 27Q: 3 clusters Score -3922474 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -3922511.500000 Penalty: 12013.613281
	Iteration 28Q: 3 clusters Score -3922512 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -3922521.250000 Penalty: 12013.613281
	Iteration 29Q: 3 clusters Score -3922521 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -3922544.000000 Penalty: 12013.613281
	Iteration 30Q: 3 clusters Score -3922544 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -3922562.750000 Penalty: 12013.613281
	Iteration 31Q: 3 clusters Score -3922563 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -3922598.250000 Penalty: 12013.613281
	Iteration 32Q: 3 clusters Score -3922598 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -3922620.250000 Penalty: 12013.613281
	Iteration 33Q: 3 clusters Score -3922620 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -3922620.500000 Penalty: 12013.613281
	Iteration 34Q: 3 clusters Score -3922620 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -3922635.000000 Penalty: 12013.613281
	Iteration 35Q: 3 clusters Score -3922635 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -3922648.250000 Penalty: 12013.613281
	Iteration 36Q: 3 clusters Score -3922648 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -3922660.250000 Penalty: 12013.613281
	Iteration 37Q: 3 clusters Score -3922660 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -3922669.000000 Penalty: 12013.613281
	Iteration 38Q: 3 clusters Score -3922669 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -3922713.750000 Penalty: 12013.613281
	Iteration 39Q: 3 clusters Score -3922714 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -3922753.750000 Penalty: 12013.613281
	Iteration 40F: 3 clusters Score -3922754 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -3922815.750000 Penalty: 12013.613281
	Iteration 41Q: 3 clusters Score -3922816 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -3922885.750000 Penalty: 12013.613281
	Iteration 42Q: 3 clusters Score -3922886 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -3922953.000000 Penalty: 12013.613281
	Iteration 43Q: 3 clusters Score -3922953 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -3923003.000000 Penalty: 12013.613281
	Iteration 44Q: 3 clusters Score -3923003 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -3923035.500000 Penalty: 12013.613281
	Iteration 45Q: 3 clusters Score -3923036 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -3923089.000000 Penalty: 12013.613281
	Iteration 46Q: 3 clusters Score -3923089 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -3923097.750000 Penalty: 12013.613281
	Iteration 47Q: 3 clusters Score -3923098 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -3923115.250000 Penalty: 12013.613281
	Iteration 48Q: 3 clusters Score -3923115 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -3923127.500000 Penalty: 12013.613281
	Iteration 49Q: 3 clusters Score -3923128 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -3923141.250000 Penalty: 12013.613281
	Iteration 50Q: 3 clusters Score -3923141 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -3923147.250000 Penalty: 12013.613281
	Iteration 51Q: 3 clusters Score -3923147 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -3923163.250000 Penalty: 12013.613281
	Iteration 52Q: 3 clusters Score -3923163 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -3923180.250000 Penalty: 12013.613281
	Iteration 53Q: 3 clusters Score -3923180 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -3923187.500000 Penalty: 12013.613281
	Iteration 54Q: 3 clusters Score -3923188 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -3923184.250000 Penalty: 12013.613281
	Iteration 55Q: 3 clusters Score -3923184 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -3923197.000000 Penalty: 12013.613281
	Iteration 56Q: 3 clusters Score -3923197 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -3923207.250000 Penalty: 12013.613281
	Iteration 57Q: 3 clusters Score -3923207 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -3923228.250000 Penalty: 12013.613281
	Iteration 58Q: 3 clusters Score -3923228 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -3923234.750000 Penalty: 12013.613281
	Iteration 59Q: 3 clusters Score -3923235 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -3923233.250000 Penalty: 12013.613281
	Iteration 60F: 3 clusters Score -3923233 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -3923240.250000 Penalty: 12013.613281
	Iteration 61Q: 3 clusters Score -3923240 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -3923235.500000 Penalty: 12013.613281
	Iteration 62Q: 3 clusters Score -3923236 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -3923246.000000 Penalty: 12013.613281
	Iteration 63Q: 3 clusters Score -3923246 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -3923250.000000 Penalty: 12013.613281
	Iteration 64Q: 3 clusters Score -3923250 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -3923255.750000 Penalty: 12013.613281
	Iteration 65Q: 3 clusters Score -3923256 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -3923262.500000 Penalty: 12013.613281
	Iteration 66Q: 3 clusters Score -3923262 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -3923264.500000 Penalty: 12013.613281
	Iteration 67Q: 3 clusters Score -3923264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -3923273.500000 Penalty: 12013.613281
	Iteration 68Q: 3 clusters Score -3923274 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -3923280.750000 Penalty: 12013.613281
	Iteration 69Q: 3 clusters Score -3923281 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -3923293.500000 Penalty: 12013.613281
	Iteration 70Q: 3 clusters Score -3923294 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -3923295.500000 Penalty: 12013.613281
	Iteration 71Q: 3 clusters Score -3923296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -3923307.500000 Penalty: 12013.613281
	Iteration 72Q: 3 clusters Score -3923308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -3923304.750000 Penalty: 12013.613281
	Iteration 73Q: 3 clusters Score -3923305 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -3923311.500000 Penalty: 12013.613281
	Iteration 74Q: 3 clusters Score -3923312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -3923313.750000 Penalty: 12013.613281
	Iteration 75Q: 3 clusters Score -3923314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -3923310.000000 Penalty: 12013.613281
	Iteration 76Q: 3 clusters Score -3923310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -3923317.250000 Penalty: 12013.613281
	Iteration 77Q: 3 clusters Score -3923317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -3923321.500000 Penalty: 12013.613281
	Iteration 78Q: 3 clusters Score -3923322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -3923320.250000 Penalty: 12013.613281
	Iteration 79Q: 3 clusters Score -3923320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -3923313.500000 Penalty: 12013.613281
	Iteration 80F: 3 clusters Score -3923314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -3923317.500000 Penalty: 12013.613281
	Iteration 81Q: 3 clusters Score -3923318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -3923318.250000 Penalty: 12013.613281
	Iteration 82Q: 3 clusters Score -3923318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -3923318.250000 Penalty: 12013.613281
	Iteration 83F: 3 clusters Score -3923318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -252525.609375 Penalty: 4326.117188
	Iteration 0F: 2 clusters Score -252525.6 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 600 members 
Entering Unmasked Estep 
Score: -248235.312500 Penalty: 8652.234375
	Iteration 0F: 3 clusters Score -248235.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -248630.390625 Penalty: 8652.234375
	Iteration 1F: 3 clusters Score -248630.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -248758.640625 Penalty: 8652.234375
	Iteration 2Q: 3 clusters Score -248758.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -248842.500000 Penalty: 8652.234375
	Iteration 3Q: 3 clusters Score -248842.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -248914.562500 Penalty: 8652.234375
	Iteration 4Q: 3 clusters Score -248914.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -248962.093750 Penalty: 8652.234375
	Iteration 5Q: 3 clusters Score -248962.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -248995.031250 Penalty: 8652.234375
	Iteration 6Q: 3 clusters Score -248995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -249027.906250 Penalty: 8652.234375
	Iteration 7Q: 3 clusters Score -249027.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -249079.343750 Penalty: 8652.234375
	Iteration 8Q: 3 clusters Score -249079.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -249150.500000 Penalty: 8652.234375
	Iteration 9Q: 3 clusters Score -249150.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -249288.390625 Penalty: 8652.234375
	Iteration 10Q: 3 clusters Score -249288.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -249536.312500 Penalty: 8652.234375
	Iteration 11Q: 3 clusters Score -249536.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -249601.703125 Penalty: 8652.234375
	Iteration 12Q: 3 clusters Score -249601.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -249634.984375 Penalty: 8652.234375
	Iteration 13Q: 3 clusters Score -249635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -249659.546875 Penalty: 8652.234375
	Iteration 14Q: 3 clusters Score -249659.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -249674.515625 Penalty: 8652.234375
	Iteration 15Q: 3 clusters Score -249674.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -249684.921875 Penalty: 8652.234375
	Iteration 16Q: 3 clusters Score -249684.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -249697.609375 Penalty: 8652.234375
	Iteration 17Q: 3 clusters Score -249697.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -249710.515625 Penalty: 8652.234375
	Iteration 18Q: 3 clusters Score -249710.5 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: -249720.140625 Penalty: 8652.234375
	Iteration 19Q: 3 clusters Score -249720.1 nChanged 4
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: -249727.953125 Penalty: 8652.234375
	Iteration 20F: 3 clusters Score -249728 nChanged 1
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: -249730.046875 Penalty: 8652.234375
	Iteration 21Q: 3 clusters Score -249730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -249731.546875 Penalty: 8652.234375
	Iteration 22Q: 3 clusters Score -249731.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -249731.546875 Penalty: 8652.234375
	Iteration 23F: 3 clusters Score -249731.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (42151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42151 members 
Entering Unmasked Estep 
Score: -9508074.000000 Penalty: 6522.520996
	Iteration 0F: 2 clusters Score -9508074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -9477605.000000 Penalty: 13045.041992
	Iteration 0F: 3 clusters Score -9477605 nChanged 18264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -9487419.000000 Penalty: 13045.041992
	Iteration 1F: 3 clusters Score -9487419 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -9488475.000000 Penalty: 13045.041992
	Iteration 2F: 3 clusters Score -9488475 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -9489379.000000 Penalty: 13045.041992
	Iteration 3F: 3 clusters Score -9489379 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -9490127.000000 Penalty: 13045.041992
	Iteration 4Q: 3 clusters Score -9490127 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -9490802.000000 Penalty: 13045.041992
	Iteration 5Q: 3 clusters Score -9490802 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -9491319.000000 Penalty: 13045.041992
	Iteration 6Q: 3 clusters Score -9491319 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -9491900.000000 Penalty: 13045.041992
	Iteration 7Q: 3 clusters Score -9491900 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -9492414.000000 Penalty: 13045.041992
	Iteration 8Q: 3 clusters Score -9492414 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 25978 members 
Entering Unmasked Estep 
Score: -9492915.000000 Penalty: 13045.041992
	Iteration 9Q: 3 clusters Score -9492915 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -9493488.000000 Penalty: 13045.041992
	Iteration 10Q: 3 clusters Score -9493488 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -9494177.000000 Penalty: 13045.041992
	Iteration 11Q: 3 clusters Score -9494177 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 29802 members 
Entering Unmasked Estep 
Score: -9495041.000000 Penalty: 13045.041992
	Iteration 12Q: 3 clusters Score -9495041 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 31475 members 
Entering Unmasked Estep 
Score: -9496070.000000 Penalty: 13045.041992
	Iteration 13Q: 3 clusters Score -9496070 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 33242 members 
Entering Unmasked Estep 
Score: -9497201.000000 Penalty: 13045.041992
	Iteration 14Q: 3 clusters Score -9497201 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 35037 members 
Entering Unmasked Estep 
Score: -9498526.000000 Penalty: 13045.041992
	Iteration 15Q: 3 clusters Score -9498526 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 36664 members 
Entering Unmasked Estep 
Score: -9499736.000000 Penalty: 13045.041992
	Iteration 16Q: 3 clusters Score -9499736 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 37965 members 
Entering Unmasked Estep 
Score: -9500722.000000 Penalty: 13045.041992
	Iteration 17Q: 3 clusters Score -9500722 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 38935 members 
Entering Unmasked Estep 
Score: -9501526.000000 Penalty: 13045.041992
	Iteration 18Q: 3 clusters Score -9501526 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 39583 members 
Entering Unmasked Estep 
Score: -9502055.000000 Penalty: 13045.041992
	Iteration 19Q: 3 clusters Score -9502055 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 39990 members 
Entering Unmasked Estep 
Score: -9502384.000000 Penalty: 13045.041992
	Iteration 20F: 3 clusters Score -9502384 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 40270 members 
Entering Unmasked Estep 
Score: -9502621.000000 Penalty: 13045.041992
	Iteration 21Q: 3 clusters Score -9502621 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 40434 members 
Entering Unmasked Estep 
Score: -9502739.000000 Penalty: 13045.041992
	Iteration 22Q: 3 clusters Score -9502739 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 40539 members 
Entering Unmasked Estep 
Score: -9502817.000000 Penalty: 13045.041992
	Iteration 23Q: 3 clusters Score -9502817 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 40617 members 
Entering Unmasked Estep 
Score: -9502887.000000 Penalty: 13045.041992
	Iteration 24Q: 3 clusters Score -9502887 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 40676 members 
Entering Unmasked Estep 
Score: -9502933.000000 Penalty: 13045.041992
	Iteration 25Q: 3 clusters Score -9502933 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 40710 members 
Entering Unmasked Estep 
Score: -9502947.000000 Penalty: 13045.041992
	Iteration 26Q: 3 clusters Score -9502947 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 40732 members 
Entering Unmasked Estep 
Score: -9502968.000000 Penalty: 13045.041992
	Iteration 27Q: 3 clusters Score -9502968 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 40747 members 
Entering Unmasked Estep 
Score: -9502974.000000 Penalty: 13045.041992
	Iteration 28Q: 3 clusters Score -9502974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 40756 members 
Entering Unmasked Estep 
Score: -9502966.000000 Penalty: 13045.041992
	Iteration 29Q: 3 clusters Score -9502966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 40765 members 
Entering Unmasked Estep 
Score: -9502970.000000 Penalty: 13045.041992
	Iteration 30Q: 3 clusters Score -9502970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 40776 members 
Entering Unmasked Estep 
Score: -9502990.000000 Penalty: 13045.041992
	Iteration 31Q: 3 clusters Score -9502990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 40784 members 
Entering Unmasked Estep 
Score: -9502996.000000 Penalty: 13045.041992
	Iteration 32Q: 3 clusters Score -9502996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 40792 members 
Entering Unmasked Estep 
Score: -9502996.000000 Penalty: 13045.041992
	Iteration 33Q: 3 clusters Score -9502996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 40799 members 
Entering Unmasked Estep 
Score: -9503007.000000 Penalty: 13045.041992
	Iteration 34Q: 3 clusters Score -9503007 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 40810 members 
Entering Unmasked Estep 
Score: -9503014.000000 Penalty: 13045.041992
	Iteration 35Q: 3 clusters Score -9503014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 40815 members 
Entering Unmasked Estep 
Score: -9503015.000000 Penalty: 13045.041992
	Iteration 36Q: 3 clusters Score -9503015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 40820 members 
Entering Unmasked Estep 
Score: -9503007.000000 Penalty: 13045.041992
	Iteration 37Q: 3 clusters Score -9503007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 40823 members 
Entering Unmasked Estep 
Score: -9503009.000000 Penalty: 13045.041992
	Iteration 38Q: 3 clusters Score -9503009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 40826 members 
Entering Unmasked Estep 
Score: -9503009.000000 Penalty: 13045.041992
	Iteration 39Q: 3 clusters Score -9503009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 40828 members 
Entering Unmasked Estep 
Score: -9503008.000000 Penalty: 13045.041992
	Iteration 40F: 3 clusters Score -9503008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Entering Unmasked Estep 
Score: -1278229.375000 Penalty: 5326.100098
	Iteration 0F: 2 clusters Score -1278229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1270558.500000 Penalty: 10652.200195
	Iteration 0F: 3 clusters Score -1270558 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1271872.000000 Penalty: 10652.200195
	Iteration 1F: 3 clusters Score -1271872 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1272248.500000 Penalty: 10652.200195
	Iteration 2F: 3 clusters Score -1272248 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1272528.125000 Penalty: 10652.200195
	Iteration 3F: 3 clusters Score -1272528 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1272733.000000 Penalty: 10652.200195
	Iteration 4Q: 3 clusters Score -1272733 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1272897.625000 Penalty: 10652.200195
	Iteration 5Q: 3 clusters Score -1272898 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1273061.500000 Penalty: 10652.200195
	Iteration 6Q: 3 clusters Score -1273062 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1273203.375000 Penalty: 10652.200195
	Iteration 7Q: 3 clusters Score -1273203 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1273317.750000 Penalty: 10652.200195
	Iteration 8Q: 3 clusters Score -1273318 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1273438.875000 Penalty: 10652.200195
	Iteration 9Q: 3 clusters Score -1273439 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1273539.125000 Penalty: 10652.200195
	Iteration 10Q: 3 clusters Score -1273539 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1273647.500000 Penalty: 10652.200195
	Iteration 11Q: 3 clusters Score -1273648 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1273782.500000 Penalty: 10652.200195
	Iteration 12Q: 3 clusters Score -1273782 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1273923.250000 Penalty: 10652.200195
	Iteration 13Q: 3 clusters Score -1273923 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1274096.375000 Penalty: 10652.200195
	Iteration 14Q: 3 clusters Score -1274096 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1274292.000000 Penalty: 10652.200195
	Iteration 15Q: 3 clusters Score -1274292 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1274505.000000 Penalty: 10652.200195
	Iteration 16Q: 3 clusters Score -1274505 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1274760.375000 Penalty: 10652.200195
	Iteration 17Q: 3 clusters Score -1274760 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1274997.125000 Penalty: 10652.200195
	Iteration 18Q: 3 clusters Score -1274997 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1275178.250000 Penalty: 10652.200195
	Iteration 19Q: 3 clusters Score -1275178 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1275328.875000 Penalty: 10652.200195
	Iteration 20F: 3 clusters Score -1275329 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1275433.000000 Penalty: 10652.200195
	Iteration 21Q: 3 clusters Score -1275433 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1275509.000000 Penalty: 10652.200195
	Iteration 22Q: 3 clusters Score -1275509 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1275573.500000 Penalty: 10652.200195
	Iteration 23Q: 3 clusters Score -1275574 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1275615.000000 Penalty: 10652.200195
	Iteration 24Q: 3 clusters Score -1275615 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1275646.750000 Penalty: 10652.200195
	Iteration 25Q: 3 clusters Score -1275647 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1275664.625000 Penalty: 10652.200195
	Iteration 26Q: 3 clusters Score -1275665 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1275675.500000 Penalty: 10652.200195
	Iteration 27Q: 3 clusters Score -1275676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1275684.750000 Penalty: 10652.200195
	Iteration 28Q: 3 clusters Score -1275685 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1275690.375000 Penalty: 10652.200195
	Iteration 29Q: 3 clusters Score -1275690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1275695.000000 Penalty: 10652.200195
	Iteration 30Q: 3 clusters Score -1275695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1275695.375000 Penalty: 10652.200195
	Iteration 31Q: 3 clusters Score -1275695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1275698.375000 Penalty: 10652.200195
	Iteration 32Q: 3 clusters Score -1275698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1275698.375000 Penalty: 10652.200195
	Iteration 33F: 3 clusters Score -1275698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (29315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29315 members 
Entering Unmasked Estep 
Score: -6546854.000000 Penalty: 6300.085938
	Iteration 0F: 2 clusters Score -6546854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -6524464.500000 Penalty: 12600.171875
	Iteration 0F: 3 clusters Score -6524464 nChanged 12397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -6531010.000000 Penalty: 12600.171875
	Iteration 1F: 3 clusters Score -6531010 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -6531817.000000 Penalty: 12600.171875
	Iteration 2F: 3 clusters Score -6531817 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -6532381.500000 Penalty: 12600.171875
	Iteration 3Q: 3 clusters Score -6532382 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -6532898.500000 Penalty: 12600.171875
	Iteration 4Q: 3 clusters Score -6532898 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -6533406.000000 Penalty: 12600.171875
	Iteration 5Q: 3 clusters Score -6533406 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -6533915.000000 Penalty: 12600.171875
	Iteration 6Q: 3 clusters Score -6533915 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -6534332.500000 Penalty: 12600.171875
	Iteration 7Q: 3 clusters Score -6534332 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -6534827.000000 Penalty: 12600.171875
	Iteration 8Q: 3 clusters Score -6534827 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -6535295.500000 Penalty: 12600.171875
	Iteration 9Q: 3 clusters Score -6535296 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -6535855.500000 Penalty: 12600.171875
	Iteration 10Q: 3 clusters Score -6535856 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -6536364.500000 Penalty: 12600.171875
	Iteration 11Q: 3 clusters Score -6536364 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -6536963.000000 Penalty: 12600.171875
	Iteration 12Q: 3 clusters Score -6536963 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -6537560.000000 Penalty: 12600.171875
	Iteration 13Q: 3 clusters Score -6537560 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 23100 members 
Entering Unmasked Estep 
Score: -6538167.500000 Penalty: 12600.171875
	Iteration 14Q: 3 clusters Score -6538168 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 24032 members 
Entering Unmasked Estep 
Score: -6538782.500000 Penalty: 12600.171875
	Iteration 15Q: 3 clusters Score -6538782 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -6539318.500000 Penalty: 12600.171875
	Iteration 16Q: 3 clusters Score -6539318 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -6539758.000000 Penalty: 12600.171875
	Iteration 17Q: 3 clusters Score -6539758 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -6540090.000000 Penalty: 12600.171875
	Iteration 18Q: 3 clusters Score -6540090 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 26437 members 
Entering Unmasked Estep 
Score: -6540405.500000 Penalty: 12600.171875
	Iteration 19Q: 3 clusters Score -6540406 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -6540617.500000 Penalty: 12600.171875
	Iteration 20F: 3 clusters Score -6540618 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 27020 members 
Entering Unmasked Estep 
Score: -6540785.500000 Penalty: 12600.171875
	Iteration 21Q: 3 clusters Score -6540786 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 27198 members 
Entering Unmasked Estep 
Score: -6540915.500000 Penalty: 12600.171875
	Iteration 22Q: 3 clusters Score -6540916 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -6541007.500000 Penalty: 12600.171875
	Iteration 23Q: 3 clusters Score -6541008 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 27472 members 
Entering Unmasked Estep 
Score: -6541112.500000 Penalty: 12600.171875
	Iteration 24Q: 3 clusters Score -6541112 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -6541183.000000 Penalty: 12600.171875
	Iteration 25Q: 3 clusters Score -6541183 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 27673 members 
Entering Unmasked Estep 
Score: -6541235.500000 Penalty: 12600.171875
	Iteration 26Q: 3 clusters Score -6541236 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 27748 members 
Entering Unmasked Estep 
Score: -6541303.500000 Penalty: 12600.171875
	Iteration 27Q: 3 clusters Score -6541304 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 27812 members 
Entering Unmasked Estep 
Score: -6541346.500000 Penalty: 12600.171875
	Iteration 28Q: 3 clusters Score -6541346 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 27865 members 
Entering Unmasked Estep 
Score: -6541393.500000 Penalty: 12600.171875
	Iteration 29Q: 3 clusters Score -6541394 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 27911 members 
Entering Unmasked Estep 
Score: -6541419.500000 Penalty: 12600.171875
	Iteration 30Q: 3 clusters Score -6541420 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 27941 members 
Entering Unmasked Estep 
Score: -6541452.500000 Penalty: 12600.171875
	Iteration 31Q: 3 clusters Score -6541452 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 27970 members 
Entering Unmasked Estep 
Score: -6541476.000000 Penalty: 12600.171875
	Iteration 32Q: 3 clusters Score -6541476 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 27991 members 
Entering Unmasked Estep 
Score: -6541492.500000 Penalty: 12600.171875
	Iteration 33Q: 3 clusters Score -6541492 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -6541494.500000 Penalty: 12600.171875
	Iteration 34Q: 3 clusters Score -6541494 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 28027 members 
Entering Unmasked Estep 
Score: -6541515.000000 Penalty: 12600.171875
	Iteration 35Q: 3 clusters Score -6541515 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 28040 members 
Entering Unmasked Estep 
Score: -6541530.000000 Penalty: 12600.171875
	Iteration 36Q: 3 clusters Score -6541530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -6541526.500000 Penalty: 12600.171875
	Iteration 37Q: 3 clusters Score -6541526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 28069 members 
Entering Unmasked Estep 
Score: -6541537.000000 Penalty: 12600.171875
	Iteration 38Q: 3 clusters Score -6541537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
Score: -6541550.500000 Penalty: 12600.171875
	Iteration 39Q: 3 clusters Score -6541550 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 28085 members 
Entering Unmasked Estep 
Score: -6541561.000000 Penalty: 12600.171875
	Iteration 40F: 3 clusters Score -6541561 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 28098 members 
Entering Unmasked Estep 
Score: -6541566.500000 Penalty: 12600.171875
	Iteration 41Q: 3 clusters Score -6541566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 28112 members 
Entering Unmasked Estep 
Score: -6541575.000000 Penalty: 12600.171875
	Iteration 42Q: 3 clusters Score -6541575 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 28124 members 
Entering Unmasked Estep 
Score: -6541592.000000 Penalty: 12600.171875
	Iteration 43Q: 3 clusters Score -6541592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 28136 members 
Entering Unmasked Estep 
Score: -6541594.000000 Penalty: 12600.171875
	Iteration 44Q: 3 clusters Score -6541594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -6541600.500000 Penalty: 12600.171875
	Iteration 45Q: 3 clusters Score -6541600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 28144 members 
Entering Unmasked Estep 
Score: -6541604.000000 Penalty: 12600.171875
	Iteration 46Q: 3 clusters Score -6541604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -6541608.500000 Penalty: 12600.171875
	Iteration 47Q: 3 clusters Score -6541608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 28154 members 
Entering Unmasked Estep 
Score: -6541619.500000 Penalty: 12600.171875
	Iteration 48Q: 3 clusters Score -6541620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -6541623.500000 Penalty: 12600.171875
	Iteration 49Q: 3 clusters Score -6541624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -6541630.500000 Penalty: 12600.171875
	Iteration 50Q: 3 clusters Score -6541630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 28174 members 
Entering Unmasked Estep 
Score: -6541630.000000 Penalty: 12600.171875
	Iteration 51Q: 3 clusters Score -6541630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -6541628.000000 Penalty: 12600.171875
	Iteration 52Q: 3 clusters Score -6541628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 28187 members 
Entering Unmasked Estep 
Score: -6541638.500000 Penalty: 12600.171875
	Iteration 53Q: 3 clusters Score -6541638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 28190 members 
Entering Unmasked Estep 
Score: -6541641.000000 Penalty: 12600.171875
	Iteration 54Q: 3 clusters Score -6541641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 28190 members 
Entering Unmasked Estep 
Score: -6541645.500000 Penalty: 12600.171875
	Iteration 55Q: 3 clusters Score -6541646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -6541654.500000 Penalty: 12600.171875
	Iteration 56Q: 3 clusters Score -6541654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 28194 members 
Entering Unmasked Estep 
Score: -6541648.500000 Penalty: 12600.171875
	Iteration 57Q: 3 clusters Score -6541648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 28197 members 
Entering Unmasked Estep 
Score: -6541650.500000 Penalty: 12600.171875
	Iteration 58Q: 3 clusters Score -6541650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 28197 members 
Entering Unmasked Estep 
Score: -6541650.500000 Penalty: 12600.171875
	Iteration 59F: 3 clusters Score -6541650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Entering Unmasked Estep 
Score: -2946742.250000 Penalty: 5817.063477
	Iteration 0F: 2 clusters Score -2946742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -2934541.500000 Penalty: 11634.126953
	Iteration 0F: 3 clusters Score -2934542 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -2937240.500000 Penalty: 11634.126953
	Iteration 1F: 3 clusters Score -2937240 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -2937758.000000 Penalty: 11634.126953
	Iteration 2F: 3 clusters Score -2937758 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -2938135.250000 Penalty: 11634.126953
	Iteration 3Q: 3 clusters Score -2938135 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -2938413.250000 Penalty: 11634.126953
	Iteration 4Q: 3 clusters Score -2938413 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -2938660.500000 Penalty: 11634.126953
	Iteration 5Q: 3 clusters Score -2938660 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -2938831.500000 Penalty: 11634.126953
	Iteration 6Q: 3 clusters Score -2938832 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -2938945.250000 Penalty: 11634.126953
	Iteration 7Q: 3 clusters Score -2938945 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -2939085.000000 Penalty: 11634.126953
	Iteration 8Q: 3 clusters Score -2939085 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -2939191.750000 Penalty: 11634.126953
	Iteration 9Q: 3 clusters Score -2939192 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -2939266.000000 Penalty: 11634.126953
	Iteration 10Q: 3 clusters Score -2939266 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -2939352.500000 Penalty: 11634.126953
	Iteration 11Q: 3 clusters Score -2939352 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -2939422.250000 Penalty: 11634.126953
	Iteration 12Q: 3 clusters Score -2939422 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -2939489.500000 Penalty: 11634.126953
	Iteration 13Q: 3 clusters Score -2939490 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -2939545.500000 Penalty: 11634.126953
	Iteration 14Q: 3 clusters Score -2939546 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -2939596.500000 Penalty: 11634.126953
	Iteration 15Q: 3 clusters Score -2939596 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -2939648.750000 Penalty: 11634.126953
	Iteration 16Q: 3 clusters Score -2939649 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -2939701.500000 Penalty: 11634.126953
	Iteration 17Q: 3 clusters Score -2939702 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -2939751.500000 Penalty: 11634.126953
	Iteration 18Q: 3 clusters Score -2939752 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -2939788.000000 Penalty: 11634.126953
	Iteration 19Q: 3 clusters Score -2939788 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -2939829.750000 Penalty: 11634.126953
	Iteration 20F: 3 clusters Score -2939830 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -2939873.500000 Penalty: 11634.126953
	Iteration 21Q: 3 clusters Score -2939874 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -2939917.500000 Penalty: 11634.126953
	Iteration 22Q: 3 clusters Score -2939918 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -2939955.750000 Penalty: 11634.126953
	Iteration 23Q: 3 clusters Score -2939956 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -2939988.500000 Penalty: 11634.126953
	Iteration 24Q: 3 clusters Score -2939988 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -2940024.250000 Penalty: 11634.126953
	Iteration 25Q: 3 clusters Score -2940024 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -2940061.500000 Penalty: 11634.126953
	Iteration 26Q: 3 clusters Score -2940062 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -2940092.250000 Penalty: 11634.126953
	Iteration 27Q: 3 clusters Score -2940092 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -2940106.250000 Penalty: 11634.126953
	Iteration 28Q: 3 clusters Score -2940106 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -2940121.500000 Penalty: 11634.126953
	Iteration 29Q: 3 clusters Score -2940122 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -2940151.500000 Penalty: 11634.126953
	Iteration 30Q: 3 clusters Score -2940152 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -2940159.500000 Penalty: 11634.126953
	Iteration 31Q: 3 clusters Score -2940160 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -2940184.500000 Penalty: 11634.126953
	Iteration 32Q: 3 clusters Score -2940184 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -2940204.000000 Penalty: 11634.126953
	Iteration 33Q: 3 clusters Score -2940204 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -2940216.500000 Penalty: 11634.126953
	Iteration 34Q: 3 clusters Score -2940216 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -2940208.250000 Penalty: 11634.126953
	Iteration 35Q: 3 clusters Score -2940208 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -2940223.000000 Penalty: 11634.126953
	Iteration 36Q: 3 clusters Score -2940223 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -2940233.750000 Penalty: 11634.126953
	Iteration 37Q: 3 clusters Score -2940234 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -2940241.500000 Penalty: 11634.126953
	Iteration 38Q: 3 clusters Score -2940242 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -2940264.000000 Penalty: 11634.126953
	Iteration 39Q: 3 clusters Score -2940264 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -2940267.250000 Penalty: 11634.126953
	Iteration 40F: 3 clusters Score -2940267 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -2940283.750000 Penalty: 11634.126953
	Iteration 41Q: 3 clusters Score -2940284 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -2940295.750000 Penalty: 11634.126953
	Iteration 42Q: 3 clusters Score -2940296 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -2940301.500000 Penalty: 11634.126953
	Iteration 43Q: 3 clusters Score -2940302 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -2940309.250000 Penalty: 11634.126953
	Iteration 44Q: 3 clusters Score -2940309 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -2940311.500000 Penalty: 11634.126953
	Iteration 45Q: 3 clusters Score -2940312 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -2940319.250000 Penalty: 11634.126953
	Iteration 46Q: 3 clusters Score -2940319 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -2940322.500000 Penalty: 11634.126953
	Iteration 47Q: 3 clusters Score -2940322 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -2940328.500000 Penalty: 11634.126953
	Iteration 48Q: 3 clusters Score -2940328 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -2940340.500000 Penalty: 11634.126953
	Iteration 49Q: 3 clusters Score -2940340 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -2940343.000000 Penalty: 11634.126953
	Iteration 50Q: 3 clusters Score -2940343 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -2940342.000000 Penalty: 11634.126953
	Iteration 51Q: 3 clusters Score -2940342 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -2940344.500000 Penalty: 11634.126953
	Iteration 52Q: 3 clusters Score -2940344 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -2940359.250000 Penalty: 11634.126953
	Iteration 53Q: 3 clusters Score -2940359 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -2940361.250000 Penalty: 11634.126953
	Iteration 54Q: 3 clusters Score -2940361 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -2940370.000000 Penalty: 11634.126953
	Iteration 55Q: 3 clusters Score -2940370 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -2940382.250000 Penalty: 11634.126953
	Iteration 56Q: 3 clusters Score -2940382 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -2940386.250000 Penalty: 11634.126953
	Iteration 57Q: 3 clusters Score -2940386 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -2940400.250000 Penalty: 11634.126953
	Iteration 58Q: 3 clusters Score -2940400 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -2940410.500000 Penalty: 11634.126953
	Iteration 59Q: 3 clusters Score -2940410 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -2940413.500000 Penalty: 11634.126953
	Iteration 60F: 3 clusters Score -2940414 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -2940409.000000 Penalty: 11634.126953
	Iteration 61Q: 3 clusters Score -2940409 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -2940419.750000 Penalty: 11634.126953
	Iteration 62Q: 3 clusters Score -2940420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -2940421.250000 Penalty: 11634.126953
	Iteration 63Q: 3 clusters Score -2940421 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -2940418.500000 Penalty: 11634.126953
	Iteration 64Q: 3 clusters Score -2940418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -2940421.250000 Penalty: 11634.126953
	Iteration 65Q: 3 clusters Score -2940421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -2940422.750000 Penalty: 11634.126953
	Iteration 66Q: 3 clusters Score -2940423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -2940428.750000 Penalty: 11634.126953
	Iteration 67Q: 3 clusters Score -2940429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -2940431.000000 Penalty: 11634.126953
	Iteration 68Q: 3 clusters Score -2940431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -2940428.750000 Penalty: 11634.126953
	Iteration 69Q: 3 clusters Score -2940429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -2940429.500000 Penalty: 11634.126953
	Iteration 70Q: 3 clusters Score -2940430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -2940429.750000 Penalty: 11634.126953
	Iteration 71Q: 3 clusters Score -2940430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -2940429.250000 Penalty: 11634.126953
	Iteration 72Q: 3 clusters Score -2940429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -2940431.250000 Penalty: 11634.126953
	Iteration 73Q: 3 clusters Score -2940431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -2940435.750000 Penalty: 11634.126953
	Iteration 74Q: 3 clusters Score -2940436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -2940436.250000 Penalty: 11634.126953
	Iteration 75Q: 3 clusters Score -2940436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -2940436.250000 Penalty: 11634.126953
	Iteration 76F: 3 clusters Score -2940436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (30916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30916 members 
Entering Unmasked Estep 
Score: -6895962.000000 Penalty: 6332.655273
	Iteration 0F: 2 clusters Score -6895962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -6872527.000000 Penalty: 12665.310547
	Iteration 0F: 3 clusters Score -6872527 nChanged 12985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -6879239.500000 Penalty: 12665.310547
	Iteration 1F: 3 clusters Score -6879240 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -6879991.500000 Penalty: 12665.310547
	Iteration 2F: 3 clusters Score -6879992 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -6880526.000000 Penalty: 12665.310547
	Iteration 3Q: 3 clusters Score -6880526 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -6880934.000000 Penalty: 12665.310547
	Iteration 4Q: 3 clusters Score -6880934 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -6881269.500000 Penalty: 12665.310547
	Iteration 5Q: 3 clusters Score -6881270 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -6881597.000000 Penalty: 12665.310547
	Iteration 6Q: 3 clusters Score -6881597 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -6881954.500000 Penalty: 12665.310547
	Iteration 7Q: 3 clusters Score -6881954 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -6882389.500000 Penalty: 12665.310547
	Iteration 8Q: 3 clusters Score -6882390 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -6882924.500000 Penalty: 12665.310547
	Iteration 9Q: 3 clusters Score -6882924 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -6883560.000000 Penalty: 12665.310547
	Iteration 10Q: 3 clusters Score -6883560 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -6884394.500000 Penalty: 12665.310547
	Iteration 11Q: 3 clusters Score -6884394 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -6885280.000000 Penalty: 12665.310547
	Iteration 12Q: 3 clusters Score -6885280 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 25175 members 
Entering Unmasked Estep 
Score: -6886285.500000 Penalty: 12665.310547
	Iteration 13Q: 3 clusters Score -6886286 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -6887210.000000 Penalty: 12665.310547
	Iteration 14Q: 3 clusters Score -6887210 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -6888095.500000 Penalty: 12665.310547
	Iteration 15Q: 3 clusters Score -6888096 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
Score: -6888841.000000 Penalty: 12665.310547
	Iteration 16Q: 3 clusters Score -6888841 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 28864 members 
Entering Unmasked Estep 
Score: -6889347.000000 Penalty: 12665.310547
	Iteration 17Q: 3 clusters Score -6889347 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 29238 members 
Entering Unmasked Estep 
Score: -6889654.000000 Penalty: 12665.310547
	Iteration 18Q: 3 clusters Score -6889654 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 29473 members 
Entering Unmasked Estep 
Score: -6889881.500000 Penalty: 12665.310547
	Iteration 19Q: 3 clusters Score -6889882 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 29629 members 
Entering Unmasked Estep 
Score: -6890010.000000 Penalty: 12665.310547
	Iteration 20F: 3 clusters Score -6890010 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 29730 members 
Entering Unmasked Estep 
Score: -6890131.000000 Penalty: 12665.310547
	Iteration 21Q: 3 clusters Score -6890131 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 29800 members 
Entering Unmasked Estep 
Score: -6890211.500000 Penalty: 12665.310547
	Iteration 22Q: 3 clusters Score -6890212 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 29858 members 
Entering Unmasked Estep 
Score: -6890282.000000 Penalty: 12665.310547
	Iteration 23Q: 3 clusters Score -6890282 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 29893 members 
Entering Unmasked Estep 
Score: -6890321.500000 Penalty: 12665.310547
	Iteration 24Q: 3 clusters Score -6890322 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 29927 members 
Entering Unmasked Estep 
Score: -6890350.000000 Penalty: 12665.310547
	Iteration 25Q: 3 clusters Score -6890350 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 29956 members 
Entering Unmasked Estep 
Score: -6890383.000000 Penalty: 12665.310547
	Iteration 26Q: 3 clusters Score -6890383 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 29978 members 
Entering Unmasked Estep 
Score: -6890419.000000 Penalty: 12665.310547
	Iteration 27Q: 3 clusters Score -6890419 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 29996 members 
Entering Unmasked Estep 
Score: -6890437.000000 Penalty: 12665.310547
	Iteration 28Q: 3 clusters Score -6890437 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 30011 members 
Entering Unmasked Estep 
Score: -6890453.000000 Penalty: 12665.310547
	Iteration 29Q: 3 clusters Score -6890453 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -6890456.000000 Penalty: 12665.310547
	Iteration 30Q: 3 clusters Score -6890456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 30032 members 
Entering Unmasked Estep 
Score: -6890464.500000 Penalty: 12665.310547
	Iteration 31Q: 3 clusters Score -6890464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 30038 members 
Entering Unmasked Estep 
Score: -6890477.500000 Penalty: 12665.310547
	Iteration 32Q: 3 clusters Score -6890478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 30041 members 
Entering Unmasked Estep 
Score: -6890479.500000 Penalty: 12665.310547
	Iteration 33Q: 3 clusters Score -6890480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 30043 members 
Entering Unmasked Estep 
Score: -6890481.000000 Penalty: 12665.310547
	Iteration 34Q: 3 clusters Score -6890481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 30048 members 
Entering Unmasked Estep 
Score: -6890490.500000 Penalty: 12665.310547
	Iteration 35Q: 3 clusters Score -6890490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 30050 members 
Entering Unmasked Estep 
Score: -6890489.500000 Penalty: 12665.310547
	Iteration 36Q: 3 clusters Score -6890490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 30049 members 
Entering Unmasked Estep 
Score: -6890487.500000 Penalty: 12665.310547
	Iteration 37Q: 3 clusters Score -6890488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 30050 members 
Entering Unmasked Estep 
Score: -6890493.500000 Penalty: 12665.310547
	Iteration 38Q: 3 clusters Score -6890494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 30050 members 
Entering Unmasked Estep 
Score: -6890493.500000 Penalty: 12665.310547
	Iteration 39F: 3 clusters Score -6890494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (35688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35688 members 
Entering Unmasked Estep 
Score: -8085319.000000 Penalty: 6420.573730
	Iteration 0F: 2 clusters Score -8085319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -8058763.500000 Penalty: 12841.147461
	Iteration 0F: 3 clusters Score -8058764 nChanged 15395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -8066804.500000 Penalty: 12841.147461
	Iteration 1F: 3 clusters Score -8066804 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -8067564.000000 Penalty: 12841.147461
	Iteration 2F: 3 clusters Score -8067564 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -8068167.000000 Penalty: 12841.147461
	Iteration 3Q: 3 clusters Score -8068167 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -8068741.000000 Penalty: 12841.147461
	Iteration 4Q: 3 clusters Score -8068741 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -8069176.000000 Penalty: 12841.147461
	Iteration 5Q: 3 clusters Score -8069176 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -8069660.000000 Penalty: 12841.147461
	Iteration 6Q: 3 clusters Score -8069660 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -8070123.000000 Penalty: 12841.147461
	Iteration 7Q: 3 clusters Score -8070123 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -8070732.000000 Penalty: 12841.147461
	Iteration 8Q: 3 clusters Score -8070732 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -8071371.000000 Penalty: 12841.147461
	Iteration 9Q: 3 clusters Score -8071371 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -8072079.500000 Penalty: 12841.147461
	Iteration 10Q: 3 clusters Score -8072080 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -8072967.000000 Penalty: 12841.147461
	Iteration 11Q: 3 clusters Score -8072967 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 26511 members 
Entering Unmasked Estep 
Score: -8073920.000000 Penalty: 12841.147461
	Iteration 12Q: 3 clusters Score -8073920 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 28049 members 
Entering Unmasked Estep 
Score: -8075017.000000 Penalty: 12841.147461
	Iteration 13Q: 3 clusters Score -8075017 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 29543 members 
Entering Unmasked Estep 
Score: -8076180.500000 Penalty: 12841.147461
	Iteration 14Q: 3 clusters Score -8076180 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 30948 members 
Entering Unmasked Estep 
Score: -8077280.500000 Penalty: 12841.147461
	Iteration 15Q: 3 clusters Score -8077280 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 31998 members 
Entering Unmasked Estep 
Score: -8078075.000000 Penalty: 12841.147461
	Iteration 16Q: 3 clusters Score -8078075 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 32749 members 
Entering Unmasked Estep 
Score: -8078652.000000 Penalty: 12841.147461
	Iteration 17Q: 3 clusters Score -8078652 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 33249 members 
Entering Unmasked Estep 
Score: -8079028.500000 Penalty: 12841.147461
	Iteration 18Q: 3 clusters Score -8079028 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 33591 members 
Entering Unmasked Estep 
Score: -8079281.500000 Penalty: 12841.147461
	Iteration 19Q: 3 clusters Score -8079282 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 33808 members 
Entering Unmasked Estep 
Score: -8079448.500000 Penalty: 12841.147461
	Iteration 20F: 3 clusters Score -8079448 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 33952 members 
Entering Unmasked Estep 
Score: -8079555.000000 Penalty: 12841.147461
	Iteration 21Q: 3 clusters Score -8079555 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 34055 members 
Entering Unmasked Estep 
Score: -8079650.000000 Penalty: 12841.147461
	Iteration 22Q: 3 clusters Score -8079650 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 34144 members 
Entering Unmasked Estep 
Score: -8079737.000000 Penalty: 12841.147461
	Iteration 23Q: 3 clusters Score -8079737 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 34213 members 
Entering Unmasked Estep 
Score: -8079801.000000 Penalty: 12841.147461
	Iteration 24Q: 3 clusters Score -8079801 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 34271 members 
Entering Unmasked Estep 
Score: -8079862.000000 Penalty: 12841.147461
	Iteration 25Q: 3 clusters Score -8079862 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 34319 members 
Entering Unmasked Estep 
Score: -8079914.500000 Penalty: 12841.147461
	Iteration 26Q: 3 clusters Score -8079914 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 34353 members 
Entering Unmasked Estep 
Score: -8079963.500000 Penalty: 12841.147461
	Iteration 27Q: 3 clusters Score -8079964 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 34375 members 
Entering Unmasked Estep 
Score: -8079965.500000 Penalty: 12841.147461
	Iteration 28Q: 3 clusters Score -8079966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 34389 members 
Entering Unmasked Estep 
Score: -8079990.000000 Penalty: 12841.147461
	Iteration 29Q: 3 clusters Score -8079990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 34394 members 
Entering Unmasked Estep 
Score: -8080000.500000 Penalty: 12841.147461
	Iteration 30Q: 3 clusters Score -8080000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 34399 members 
Entering Unmasked Estep 
Score: -8079997.000000 Penalty: 12841.147461
	Iteration 31Q: 3 clusters Score -8079997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 34401 members 
Entering Unmasked Estep 
Score: -8079988.000000 Penalty: 12841.147461
	Iteration 32Q: 3 clusters Score -8079988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 34408 members 
Entering Unmasked Estep 
Score: -8080003.000000 Penalty: 12841.147461
	Iteration 33Q: 3 clusters Score -8080003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 34411 members 
Entering Unmasked Estep 
Score: -8080005.000000 Penalty: 12841.147461
	Iteration 34Q: 3 clusters Score -8080005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 34416 members 
Entering Unmasked Estep 
Score: -8080003.000000 Penalty: 12841.147461
	Iteration 35Q: 3 clusters Score -8080003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 34421 members 
Entering Unmasked Estep 
Score: -8080004.500000 Penalty: 12841.147461
	Iteration 36Q: 3 clusters Score -8080004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 34425 members 
Entering Unmasked Estep 
Score: -8080014.000000 Penalty: 12841.147461
	Iteration 37Q: 3 clusters Score -8080014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 34431 members 
Entering Unmasked Estep 
Score: -8080029.000000 Penalty: 12841.147461
	Iteration 38Q: 3 clusters Score -8080029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 34438 members 
Entering Unmasked Estep 
Score: -8080021.000000 Penalty: 12841.147461
	Iteration 39Q: 3 clusters Score -8080021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 34444 members 
Entering Unmasked Estep 
Score: -8080025.000000 Penalty: 12841.147461
	Iteration 40F: 3 clusters Score -8080025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 34449 members 
Entering Unmasked Estep 
Score: -8080024.000000 Penalty: 12841.147461
	Iteration 41Q: 3 clusters Score -8080024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 34452 members 
Entering Unmasked Estep 
Score: -8080026.000000 Penalty: 12841.147461
	Iteration 42Q: 3 clusters Score -8080026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 34457 members 
Entering Unmasked Estep 
Score: -8080029.000000 Penalty: 12841.147461
	Iteration 43Q: 3 clusters Score -8080029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 34461 members 
Entering Unmasked Estep 
Score: -8080035.000000 Penalty: 12841.147461
	Iteration 44Q: 3 clusters Score -8080035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 34461 members 
Entering Unmasked Estep 
Score: -8080043.000000 Penalty: 12841.147461
	Iteration 45Q: 3 clusters Score -8080043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 34463 members 
Entering Unmasked Estep 
Score: -8080037.500000 Penalty: 12841.147461
	Iteration 46Q: 3 clusters Score -8080038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 34464 members 
Entering Unmasked Estep 
Score: -8080035.000000 Penalty: 12841.147461
	Iteration 47Q: 3 clusters Score -8080035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 34464 members 
Entering Unmasked Estep 
Score: -8080035.000000 Penalty: 12841.147461
	Iteration 48F: 3 clusters Score -8080035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 28966 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10996 members 
Mstep: Class 5 contains 5521 members 
Mstep: Class 6 contains 10723 members 
Mstep: Class 7 contains 19351 members 
Mstep: Class 8 contains 143442 members 
Mstep: Class 9 contains 10501 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68876 members 
Mstep: Class 12 contains 1737 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62252 members 
Mstep: Class 15 contains 15892 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 21992 members 
Mstep: Class 18 contains 54770 members 
Mstep: Class 19 contains 18161 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 42151 members 
Mstep: Class 22 contains 5977 members 
Mstep: Class 23 contains 29315 members 
Mstep: Class 24 contains 13323 members 
Mstep: Class 25 contains 30916 members 
Mstep: Class 26 contains 35688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293168.000000 Penalty: 222986.234375
Iteration 199Q: 28 clusters Score -1.572932e+08 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 28961 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 11016 members 
Mstep: Class 5 contains 5519 members 
Mstep: Class 6 contains 10827 members 
Mstep: Class 7 contains 19306 members 
Mstep: Class 8 contains 143587 members 
Mstep: Class 9 contains 10511 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68955 members 
Mstep: Class 12 contains 1736 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62372 members 
Mstep: Class 15 contains 15894 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 21623 members 
Mstep: Class 18 contains 54711 members 
Mstep: Class 19 contains 19041 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 42493 members 
Mstep: Class 22 contains 5976 members 
Mstep: Class 23 contains 29190 members 
Mstep: Class 24 contains 13327 members 
Mstep: Class 25 contains 30925 members 
Mstep: Class 26 contains 35766 members 
Mstep: Class 27 contains 63786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157294544.000000 Penalty: 222986.234375
Iteration 200F: 28 clusters Score -1.572945e+08 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 28949 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 11002 members 
Mstep: Class 5 contains 5515 members 
Mstep: Class 6 contains 10922 members 
Mstep: Class 7 contains 19231 members 
Mstep: Class 8 contains 143542 members 
Mstep: Class 9 contains 10515 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68969 members 
Mstep: Class 12 contains 1736 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62397 members 
Mstep: Class 15 contains 15882 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 21394 members 
Mstep: Class 18 contains 54664 members 
Mstep: Class 19 contains 18357 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 42668 members 
Mstep: Class 22 contains 5975 members 
Mstep: Class 23 contains 29132 members 
Mstep: Class 24 contains 13330 members 
Mstep: Class 25 contains 30919 members 
Mstep: Class 26 contains 35695 members 
Mstep: Class 27 contains 64829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157295376.000000 Penalty: 222986.234375
Iteration 201Q: 28 clusters Score -1.572954e+08 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 28934 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10994 members 
Mstep: Class 5 contains 5510 members 
Mstep: Class 6 contains 11020 members 
Mstep: Class 7 contains 19141 members 
Mstep: Class 8 contains 143503 members 
Mstep: Class 9 contains 10513 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68954 members 
Mstep: Class 12 contains 1736 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62443 members 
Mstep: Class 15 contains 15881 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 21182 members 
Mstep: Class 18 contains 54620 members 
Mstep: Class 19 contains 18011 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 42808 members 
Mstep: Class 22 contains 5972 members 
Mstep: Class 23 contains 29105 members 
Mstep: Class 24 contains 13336 members 
Mstep: Class 25 contains 30925 members 
Mstep: Class 26 contains 35672 members 
Mstep: Class 27 contains 65402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157295664.000000 Penalty: 222986.234375
Iteration 202Q: 28 clusters Score -1.572957e+08 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 28922 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10988 members 
Mstep: Class 5 contains 5507 members 
Mstep: Class 6 contains 11114 members 
Mstep: Class 7 contains 19055 members 
Mstep: Class 8 contains 143504 members 
Mstep: Class 9 contains 10511 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68941 members 
Mstep: Class 12 contains 1737 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62479 members 
Mstep: Class 15 contains 15876 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 21017 members 
Mstep: Class 18 contains 54538 members 
Mstep: Class 19 contains 17758 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 42933 members 
Mstep: Class 22 contains 5969 members 
Mstep: Class 23 contains 29094 members 
Mstep: Class 24 contains 13336 members 
Mstep: Class 25 contains 30941 members 
Mstep: Class 26 contains 35659 members 
Mstep: Class 27 contains 65799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157295536.000000 Penalty: 222986.234375
Iteration 203Q: 28 clusters Score -1.572955e+08 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 28912 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10980 members 
Mstep: Class 5 contains 5505 members 
Mstep: Class 6 contains 11201 members 
Mstep: Class 7 contains 18993 members 
Mstep: Class 8 contains 143496 members 
Mstep: Class 9 contains 10510 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68916 members 
Mstep: Class 12 contains 1738 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62502 members 
Mstep: Class 15 contains 15874 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20905 members 
Mstep: Class 18 contains 54449 members 
Mstep: Class 19 contains 17570 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 43056 members 
Mstep: Class 22 contains 5969 members 
Mstep: Class 23 contains 29090 members 
Mstep: Class 24 contains 13327 members 
Mstep: Class 25 contains 30960 members 
Mstep: Class 26 contains 35651 members 
Mstep: Class 27 contains 66091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157295728.000000 Penalty: 222986.234375
Iteration 204Q: 28 clusters Score -1.572957e+08 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 28901 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10970 members 
Mstep: Class 5 contains 5507 members 
Mstep: Class 6 contains 11279 members 
Mstep: Class 7 contains 18931 members 
Mstep: Class 8 contains 143501 members 
Mstep: Class 9 contains 10511 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68912 members 
Mstep: Class 12 contains 1738 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62517 members 
Mstep: Class 15 contains 15864 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20803 members 
Mstep: Class 18 contains 54368 members 
Mstep: Class 19 contains 17434 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 43154 members 
Mstep: Class 22 contains 5969 members 
Mstep: Class 23 contains 29083 members 
Mstep: Class 24 contains 13330 members 
Mstep: Class 25 contains 30970 members 
Mstep: Class 26 contains 35647 members 
Mstep: Class 27 contains 66307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157295712.000000 Penalty: 222986.234375
Iteration 205Q: 28 clusters Score -1.572957e+08 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 28895 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10966 members 
Mstep: Class 5 contains 5507 members 
Mstep: Class 6 contains 11361 members 
Mstep: Class 7 contains 18867 members 
Mstep: Class 8 contains 143499 members 
Mstep: Class 9 contains 10506 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68905 members 
Mstep: Class 12 contains 1738 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62531 members 
Mstep: Class 15 contains 15859 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20724 members 
Mstep: Class 18 contains 54301 members 
Mstep: Class 19 contains 17302 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 43236 members 
Mstep: Class 22 contains 5969 members 
Mstep: Class 23 contains 29091 members 
Mstep: Class 24 contains 13329 members 
Mstep: Class 25 contains 30974 members 
Mstep: Class 26 contains 35644 members 
Mstep: Class 27 contains 66491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157295808.000000 Penalty: 222986.234375
Iteration 206Q: 28 clusters Score -1.572958e+08 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 28887 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10960 members 
Mstep: Class 5 contains 5503 members 
Mstep: Class 6 contains 11460 members 
Mstep: Class 7 contains 18795 members 
Mstep: Class 8 contains 143498 members 
Mstep: Class 9 contains 10502 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68902 members 
Mstep: Class 12 contains 1738 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62529 members 
Mstep: Class 15 contains 15856 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20671 members 
Mstep: Class 18 contains 54242 members 
Mstep: Class 19 contains 17195 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 43311 members 
Mstep: Class 22 contains 5969 members 
Mstep: Class 23 contains 29085 members 
Mstep: Class 24 contains 13324 members 
Mstep: Class 25 contains 30981 members 
Mstep: Class 26 contains 35642 members 
Mstep: Class 27 contains 66645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157296064.000000 Penalty: 222986.234375
Iteration 207Q: 28 clusters Score -1.572961e+08 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 28878 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10957 members 
Mstep: Class 5 contains 5501 members 
Mstep: Class 6 contains 11535 members 
Mstep: Class 7 contains 18742 members 
Mstep: Class 8 contains 143491 members 
Mstep: Class 9 contains 10500 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68893 members 
Mstep: Class 12 contains 1738 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62531 members 
Mstep: Class 15 contains 15853 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20616 members 
Mstep: Class 18 contains 54185 members 
Mstep: Class 19 contains 17115 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 43387 members 
Mstep: Class 22 contains 5969 members 
Mstep: Class 23 contains 29077 members 
Mstep: Class 24 contains 13319 members 
Mstep: Class 25 contains 30989 members 
Mstep: Class 26 contains 35642 members 
Mstep: Class 27 contains 66773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157295856.000000 Penalty: 222986.234375
Iteration 208Q: 28 clusters Score -1.572959e+08 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 28871 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10957 members 
Mstep: Class 5 contains 5499 members 
Mstep: Class 6 contains 11610 members 
Mstep: Class 7 contains 18676 members 
Mstep: Class 8 contains 143480 members 
Mstep: Class 9 contains 10500 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68878 members 
Mstep: Class 12 contains 1738 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62530 members 
Mstep: Class 15 contains 15852 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20581 members 
Mstep: Class 18 contains 54148 members 
Mstep: Class 19 contains 17049 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 43442 members 
Mstep: Class 22 contains 5970 members 
Mstep: Class 23 contains 29070 members 
Mstep: Class 24 contains 13317 members 
Mstep: Class 25 contains 31001 members 
Mstep: Class 26 contains 35642 members 
Mstep: Class 27 contains 66879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157296096.000000 Penalty: 222986.234375
Iteration 209Q: 28 clusters Score -1.572961e+08 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 28864 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10958 members 
Mstep: Class 5 contains 5497 members 
Mstep: Class 6 contains 11669 members 
Mstep: Class 7 contains 18622 members 
Mstep: Class 8 contains 143472 members 
Mstep: Class 9 contains 10506 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68870 members 
Mstep: Class 12 contains 1738 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62536 members 
Mstep: Class 15 contains 15851 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20540 members 
Mstep: Class 18 contains 54106 members 
Mstep: Class 19 contains 16994 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 43490 members 
Mstep: Class 22 contains 5972 members 
Mstep: Class 23 contains 29073 members 
Mstep: Class 24 contains 13317 members 
Mstep: Class 25 contains 31010 members 
Mstep: Class 26 contains 35639 members 
Mstep: Class 27 contains 66965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157296400.000000 Penalty: 222986.234375
Iteration 210Q: 28 clusters Score -1.572964e+08 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 28859 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10953 members 
Mstep: Class 5 contains 5496 members 
Mstep: Class 6 contains 11733 members 
Mstep: Class 7 contains 18566 members 
Mstep: Class 8 contains 143476 members 
Mstep: Class 9 contains 10501 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68865 members 
Mstep: Class 12 contains 1738 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62541 members 
Mstep: Class 15 contains 15847 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20506 members 
Mstep: Class 18 contains 54068 members 
Mstep: Class 19 contains 16952 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 43534 members 
Mstep: Class 22 contains 5973 members 
Mstep: Class 23 contains 29066 members 
Mstep: Class 24 contains 13317 members 
Mstep: Class 25 contains 31019 members 
Mstep: Class 26 contains 35635 members 
Mstep: Class 27 contains 67037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157296384.000000 Penalty: 222986.234375
Iteration 211Q: 28 clusters Score -1.572964e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 28856 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10950 members 
Mstep: Class 5 contains 5494 members 
Mstep: Class 6 contains 11792 members 
Mstep: Class 7 contains 18520 members 
Mstep: Class 8 contains 143481 members 
Mstep: Class 9 contains 10499 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68859 members 
Mstep: Class 12 contains 1738 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62543 members 
Mstep: Class 15 contains 15842 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20466 members 
Mstep: Class 18 contains 54038 members 
Mstep: Class 19 contains 16933 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 43570 members 
Mstep: Class 22 contains 5973 members 
Mstep: Class 23 contains 29064 members 
Mstep: Class 24 contains 13317 members 
Mstep: Class 25 contains 31018 members 
Mstep: Class 26 contains 35633 members 
Mstep: Class 27 contains 67090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157296208.000000 Penalty: 222986.234375
Iteration 212Q: 28 clusters Score -1.572962e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 28852 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10950 members 
Mstep: Class 5 contains 5493 members 
Mstep: Class 6 contains 11847 members 
Mstep: Class 7 contains 18471 members 
Mstep: Class 8 contains 143483 members 
Mstep: Class 9 contains 10503 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68841 members 
Mstep: Class 12 contains 1738 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62547 members 
Mstep: Class 15 contains 15837 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20427 members 
Mstep: Class 18 contains 54008 members 
Mstep: Class 19 contains 16917 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 43609 members 
Mstep: Class 22 contains 5973 members 
Mstep: Class 23 contains 29067 members 
Mstep: Class 24 contains 13318 members 
Mstep: Class 25 contains 31020 members 
Mstep: Class 26 contains 35631 members 
Mstep: Class 27 contains 67137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157296336.000000 Penalty: 222986.234375
Iteration 213Q: 28 clusters Score -1.572963e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 28845 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10946 members 
Mstep: Class 5 contains 5490 members 
Mstep: Class 6 contains 11884 members 
Mstep: Class 7 contains 18438 members 
Mstep: Class 8 contains 143491 members 
Mstep: Class 9 contains 10506 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68835 members 
Mstep: Class 12 contains 1738 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62552 members 
Mstep: Class 15 contains 15832 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20389 members 
Mstep: Class 18 contains 53985 members 
Mstep: Class 19 contains 16906 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 43647 members 
Mstep: Class 22 contains 5972 members 
Mstep: Class 23 contains 29062 members 
Mstep: Class 24 contains 13319 members 
Mstep: Class 25 contains 31021 members 
Mstep: Class 26 contains 35628 members 
Mstep: Class 27 contains 67174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157296384.000000 Penalty: 222986.234375
Iteration 214Q: 28 clusters Score -1.572964e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 28841 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10945 members 
Mstep: Class 5 contains 5488 members 
Mstep: Class 6 contains 11925 members 
Mstep: Class 7 contains 18407 members 
Mstep: Class 8 contains 143487 members 
Mstep: Class 9 contains 10506 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68831 members 
Mstep: Class 12 contains 1738 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62554 members 
Mstep: Class 15 contains 15830 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20363 members 
Mstep: Class 18 contains 53959 members 
Mstep: Class 19 contains 16892 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 43682 members 
Mstep: Class 22 contains 5972 members 
Mstep: Class 23 contains 29064 members 
Mstep: Class 24 contains 13319 members 
Mstep: Class 25 contains 31024 members 
Mstep: Class 26 contains 35628 members 
Mstep: Class 27 contains 67204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157296496.000000 Penalty: 222986.234375
Iteration 215Q: 28 clusters Score -1.572965e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 28839 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10944 members 
Mstep: Class 5 contains 5486 members 
Mstep: Class 6 contains 11978 members 
Mstep: Class 7 contains 18366 members 
Mstep: Class 8 contains 143482 members 
Mstep: Class 9 contains 10504 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68818 members 
Mstep: Class 12 contains 1738 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62562 members 
Mstep: Class 15 contains 15825 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20344 members 
Mstep: Class 18 contains 53929 members 
Mstep: Class 19 contains 16864 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 43719 members 
Mstep: Class 22 contains 5972 members 
Mstep: Class 23 contains 29070 members 
Mstep: Class 24 contains 13319 members 
Mstep: Class 25 contains 31030 members 
Mstep: Class 26 contains 35627 members 
Mstep: Class 27 contains 67239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157296560.000000 Penalty: 222986.234375
Iteration 216Q: 28 clusters Score -1.572966e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 28839 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10943 members 
Mstep: Class 5 contains 5485 members 
Mstep: Class 6 contains 12039 members 
Mstep: Class 7 contains 18325 members 
Mstep: Class 8 contains 143479 members 
Mstep: Class 9 contains 10501 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68804 members 
Mstep: Class 12 contains 1738 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62568 members 
Mstep: Class 15 contains 15823 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20333 members 
Mstep: Class 18 contains 53907 members 
Mstep: Class 19 contains 16846 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 43742 members 
Mstep: Class 22 contains 5972 members 
Mstep: Class 23 contains 29067 members 
Mstep: Class 24 contains 13317 members 
Mstep: Class 25 contains 31034 members 
Mstep: Class 26 contains 35626 members 
Mstep: Class 27 contains 67268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157296736.000000 Penalty: 222986.234375
Iteration 217Q: 28 clusters Score -1.572967e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 28838 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10943 members 
Mstep: Class 5 contains 5483 members 
Mstep: Class 6 contains 12073 members 
Mstep: Class 7 contains 18297 members 
Mstep: Class 8 contains 143481 members 
Mstep: Class 9 contains 10501 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68791 members 
Mstep: Class 12 contains 1738 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62567 members 
Mstep: Class 15 contains 15821 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20318 members 
Mstep: Class 18 contains 53887 members 
Mstep: Class 19 contains 16851 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 43778 members 
Mstep: Class 22 contains 5972 members 
Mstep: Class 23 contains 29064 members 
Mstep: Class 24 contains 13314 members 
Mstep: Class 25 contains 31042 members 
Mstep: Class 26 contains 35625 members 
Mstep: Class 27 contains 67276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157296800.000000 Penalty: 222986.234375
Iteration 218Q: 28 clusters Score -1.572968e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 28835 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10942 members 
Mstep: Class 5 contains 5482 members 
Mstep: Class 6 contains 12107 members 
Mstep: Class 7 contains 18276 members 
Mstep: Class 8 contains 143477 members 
Mstep: Class 9 contains 10502 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68778 members 
Mstep: Class 12 contains 1739 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62570 members 
Mstep: Class 15 contains 15821 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20308 members 
Mstep: Class 18 contains 53874 members 
Mstep: Class 19 contains 16846 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 43806 members 
Mstep: Class 22 contains 5972 members 
Mstep: Class 23 contains 29060 members 
Mstep: Class 24 contains 13311 members 
Mstep: Class 25 contains 31043 members 
Mstep: Class 26 contains 35623 members 
Mstep: Class 27 contains 67287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157296768.000000 Penalty: 222986.234375
Iteration 219Q: 28 clusters Score -1.572968e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 28831 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10941 members 
Mstep: Class 5 contains 5481 members 
Mstep: Class 6 contains 12136 members 
Mstep: Class 7 contains 18259 members 
Mstep: Class 8 contains 143484 members 
Mstep: Class 9 contains 10499 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68760 members 
Mstep: Class 12 contains 1737 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62575 members 
Mstep: Class 15 contains 15818 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20298 members 
Mstep: Class 18 contains 53858 members 
Mstep: Class 19 contains 16842 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 43833 members 
Mstep: Class 22 contains 5972 members 
Mstep: Class 23 contains 29058 members 
Mstep: Class 24 contains 13315 members 
Mstep: Class 25 contains 31045 members 
Mstep: Class 26 contains 35623 members 
Mstep: Class 27 contains 67294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157296848.000000 Penalty: 222986.234375
Iteration 220F: 28 clusters Score -1.572968e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 28830 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10940 members 
Mstep: Class 5 contains 5478 members 
Mstep: Class 6 contains 12173 members 
Mstep: Class 7 contains 18244 members 
Mstep: Class 8 contains 143485 members 
Mstep: Class 9 contains 10499 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68750 members 
Mstep: Class 12 contains 1734 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62574 members 
Mstep: Class 15 contains 15814 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20289 members 
Mstep: Class 18 contains 53832 members 
Mstep: Class 19 contains 16836 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 43862 members 
Mstep: Class 22 contains 5972 members 
Mstep: Class 23 contains 29064 members 
Mstep: Class 24 contains 13316 members 
Mstep: Class 25 contains 31047 members 
Mstep: Class 26 contains 35622 members 
Mstep: Class 27 contains 67298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157296832.000000 Penalty: 222986.234375
Iteration 221Q: 28 clusters Score -1.572968e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 28828 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10938 members 
Mstep: Class 5 contains 5477 members 
Mstep: Class 6 contains 12199 members 
Mstep: Class 7 contains 18225 members 
Mstep: Class 8 contains 143486 members 
Mstep: Class 9 contains 10497 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68747 members 
Mstep: Class 12 contains 1734 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62576 members 
Mstep: Class 15 contains 15812 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20283 members 
Mstep: Class 18 contains 53820 members 
Mstep: Class 19 contains 16837 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 43883 members 
Mstep: Class 22 contains 5972 members 
Mstep: Class 23 contains 29061 members 
Mstep: Class 24 contains 13315 members 
Mstep: Class 25 contains 31049 members 
Mstep: Class 26 contains 35621 members 
Mstep: Class 27 contains 67300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157296784.000000 Penalty: 222986.234375
Iteration 222Q: 28 clusters Score -1.572968e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 28824 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10938 members 
Mstep: Class 5 contains 5476 members 
Mstep: Class 6 contains 12234 members 
Mstep: Class 7 contains 18202 members 
Mstep: Class 8 contains 143492 members 
Mstep: Class 9 contains 10495 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68738 members 
Mstep: Class 12 contains 1734 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62578 members 
Mstep: Class 15 contains 15813 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20278 members 
Mstep: Class 18 contains 53799 members 
Mstep: Class 19 contains 16838 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 43893 members 
Mstep: Class 22 contains 5972 members 
Mstep: Class 23 contains 29066 members 
Mstep: Class 24 contains 13313 members 
Mstep: Class 25 contains 31052 members 
Mstep: Class 26 contains 35621 members 
Mstep: Class 27 contains 67303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157296896.000000 Penalty: 222986.234375
Iteration 223Q: 28 clusters Score -1.572969e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 28824 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10939 members 
Mstep: Class 5 contains 5475 members 
Mstep: Class 6 contains 12260 members 
Mstep: Class 7 contains 18185 members 
Mstep: Class 8 contains 143497 members 
Mstep: Class 9 contains 10495 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68740 members 
Mstep: Class 12 contains 1734 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62579 members 
Mstep: Class 15 contains 15812 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20264 members 
Mstep: Class 18 contains 53781 members 
Mstep: Class 19 contains 16843 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 43901 members 
Mstep: Class 22 contains 5972 members 
Mstep: Class 23 contains 29065 members 
Mstep: Class 24 contains 13310 members 
Mstep: Class 25 contains 31055 members 
Mstep: Class 26 contains 35621 members 
Mstep: Class 27 contains 67308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157296896.000000 Penalty: 222986.234375
Iteration 224Q: 28 clusters Score -1.572969e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 28825 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10939 members 
Mstep: Class 5 contains 5474 members 
Mstep: Class 6 contains 12269 members 
Mstep: Class 7 contains 18177 members 
Mstep: Class 8 contains 143497 members 
Mstep: Class 9 contains 10495 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68742 members 
Mstep: Class 12 contains 1734 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62582 members 
Mstep: Class 15 contains 15811 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20259 members 
Mstep: Class 18 contains 53760 members 
Mstep: Class 19 contains 16843 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 43916 members 
Mstep: Class 22 contains 5972 members 
Mstep: Class 23 contains 29062 members 
Mstep: Class 24 contains 13311 members 
Mstep: Class 25 contains 31058 members 
Mstep: Class 26 contains 35621 members 
Mstep: Class 27 contains 67311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157296736.000000 Penalty: 222986.234375
Iteration 225Q: 28 clusters Score -1.572967e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 28825 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10940 members 
Mstep: Class 5 contains 5473 members 
Mstep: Class 6 contains 12281 members 
Mstep: Class 7 contains 18172 members 
Mstep: Class 8 contains 143501 members 
Mstep: Class 9 contains 10494 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68746 members 
Mstep: Class 12 contains 1734 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62583 members 
Mstep: Class 15 contains 15813 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20253 members 
Mstep: Class 18 contains 53741 members 
Mstep: Class 19 contains 16843 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 43922 members 
Mstep: Class 22 contains 5972 members 
Mstep: Class 23 contains 29058 members 
Mstep: Class 24 contains 13310 members 
Mstep: Class 25 contains 31062 members 
Mstep: Class 26 contains 35620 members 
Mstep: Class 27 contains 67314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157296656.000000 Penalty: 222986.234375
Iteration 226Q: 28 clusters Score -1.572967e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 28824 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10940 members 
Mstep: Class 5 contains 5474 members 
Mstep: Class 6 contains 12287 members 
Mstep: Class 7 contains 18163 members 
Mstep: Class 8 contains 143504 members 
Mstep: Class 9 contains 10494 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68745 members 
Mstep: Class 12 contains 1734 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62582 members 
Mstep: Class 15 contains 15814 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20247 members 
Mstep: Class 18 contains 53734 members 
Mstep: Class 19 contains 16845 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 43929 members 
Mstep: Class 22 contains 5972 members 
Mstep: Class 23 contains 29057 members 
Mstep: Class 24 contains 13310 members 
Mstep: Class 25 contains 31065 members 
Mstep: Class 26 contains 35620 members 
Mstep: Class 27 contains 67317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157296768.000000 Penalty: 222986.234375
Iteration 227Q: 28 clusters Score -1.572968e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 28823 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10939 members 
Mstep: Class 5 contains 5474 members 
Mstep: Class 6 contains 12284 members 
Mstep: Class 7 contains 18160 members 
Mstep: Class 8 contains 143513 members 
Mstep: Class 9 contains 10495 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68744 members 
Mstep: Class 12 contains 1734 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62584 members 
Mstep: Class 15 contains 15814 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20231 members 
Mstep: Class 18 contains 53725 members 
Mstep: Class 19 contains 16854 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 43935 members 
Mstep: Class 22 contains 5972 members 
Mstep: Class 23 contains 29060 members 
Mstep: Class 24 contains 13310 members 
Mstep: Class 25 contains 31067 members 
Mstep: Class 26 contains 35620 members 
Mstep: Class 27 contains 67321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157296864.000000 Penalty: 222986.234375
Iteration 228Q: 28 clusters Score -1.572969e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 28822 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10939 members 
Mstep: Class 5 contains 5474 members 
Mstep: Class 6 contains 12292 members 
Mstep: Class 7 contains 18155 members 
Mstep: Class 8 contains 143510 members 
Mstep: Class 9 contains 10495 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68744 members 
Mstep: Class 12 contains 1735 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62584 members 
Mstep: Class 15 contains 15814 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20221 members 
Mstep: Class 18 contains 53719 members 
Mstep: Class 19 contains 16857 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 43944 members 
Mstep: Class 22 contains 5972 members 
Mstep: Class 23 contains 29061 members 
Mstep: Class 24 contains 13309 members 
Mstep: Class 25 contains 31070 members 
Mstep: Class 26 contains 35620 members 
Mstep: Class 27 contains 67325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157296992.000000 Penalty: 222986.234375
Iteration 229Q: 28 clusters Score -1.57297e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 28821 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10939 members 
Mstep: Class 5 contains 5474 members 
Mstep: Class 6 contains 12295 members 
Mstep: Class 7 contains 18146 members 
Mstep: Class 8 contains 143512 members 
Mstep: Class 9 contains 10496 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68744 members 
Mstep: Class 12 contains 1733 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62585 members 
Mstep: Class 15 contains 15812 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20220 members 
Mstep: Class 18 contains 53717 members 
Mstep: Class 19 contains 16855 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 43953 members 
Mstep: Class 22 contains 5972 members 
Mstep: Class 23 contains 29057 members 
Mstep: Class 24 contains 13309 members 
Mstep: Class 25 contains 31072 members 
Mstep: Class 26 contains 35620 members 
Mstep: Class 27 contains 67329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157296944.000000 Penalty: 222986.234375
Iteration 230Q: 28 clusters Score -1.572969e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 28822 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10939 members 
Mstep: Class 5 contains 5472 members 
Mstep: Class 6 contains 12302 members 
Mstep: Class 7 contains 18141 members 
Mstep: Class 8 contains 143509 members 
Mstep: Class 9 contains 10495 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68740 members 
Mstep: Class 12 contains 1732 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62583 members 
Mstep: Class 15 contains 15811 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20217 members 
Mstep: Class 18 contains 53715 members 
Mstep: Class 19 contains 16856 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 43966 members 
Mstep: Class 22 contains 5972 members 
Mstep: Class 23 contains 29053 members 
Mstep: Class 24 contains 13308 members 
Mstep: Class 25 contains 31074 members 
Mstep: Class 26 contains 35620 members 
Mstep: Class 27 contains 67331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157296976.000000 Penalty: 222986.234375
Iteration 231Q: 28 clusters Score -1.57297e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 28824 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10939 members 
Mstep: Class 5 contains 5471 members 
Mstep: Class 6 contains 12303 members 
Mstep: Class 7 contains 18131 members 
Mstep: Class 8 contains 143513 members 
Mstep: Class 9 contains 10493 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68737 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62585 members 
Mstep: Class 15 contains 15809 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20214 members 
Mstep: Class 18 contains 53713 members 
Mstep: Class 19 contains 16858 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 43974 members 
Mstep: Class 22 contains 5972 members 
Mstep: Class 23 contains 29051 members 
Mstep: Class 24 contains 13308 members 
Mstep: Class 25 contains 31077 members 
Mstep: Class 26 contains 35621 members 
Mstep: Class 27 contains 67332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157296976.000000 Penalty: 222986.234375
Iteration 232Q: 28 clusters Score -1.57297e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 28821 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10939 members 
Mstep: Class 5 contains 5470 members 
Mstep: Class 6 contains 12307 members 
Mstep: Class 7 contains 18124 members 
Mstep: Class 8 contains 143518 members 
Mstep: Class 9 contains 10492 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68731 members 
Mstep: Class 12 contains 1729 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62585 members 
Mstep: Class 15 contains 15808 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20214 members 
Mstep: Class 18 contains 53709 members 
Mstep: Class 19 contains 16861 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 43984 members 
Mstep: Class 22 contains 5972 members 
Mstep: Class 23 contains 29050 members 
Mstep: Class 24 contains 13307 members 
Mstep: Class 25 contains 31077 members 
Mstep: Class 26 contains 35621 members 
Mstep: Class 27 contains 67333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157296880.000000 Penalty: 222986.234375
Iteration 233Q: 28 clusters Score -1.572969e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 28818 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10939 members 
Mstep: Class 5 contains 5469 members 
Mstep: Class 6 contains 12307 members 
Mstep: Class 7 contains 18120 members 
Mstep: Class 8 contains 143522 members 
Mstep: Class 9 contains 10491 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68727 members 
Mstep: Class 12 contains 1729 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62588 members 
Mstep: Class 15 contains 15807 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20208 members 
Mstep: Class 18 contains 53707 members 
Mstep: Class 19 contains 16863 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 43995 members 
Mstep: Class 22 contains 5972 members 
Mstep: Class 23 contains 29051 members 
Mstep: Class 24 contains 13308 members 
Mstep: Class 25 contains 31077 members 
Mstep: Class 26 contains 35621 members 
Mstep: Class 27 contains 67334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157296832.000000 Penalty: 222986.234375
Iteration 234Q: 28 clusters Score -1.572968e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 28816 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10938 members 
Mstep: Class 5 contains 5469 members 
Mstep: Class 6 contains 12304 members 
Mstep: Class 7 contains 18116 members 
Mstep: Class 8 contains 143524 members 
Mstep: Class 9 contains 10490 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68727 members 
Mstep: Class 12 contains 1729 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62590 members 
Mstep: Class 15 contains 15806 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20204 members 
Mstep: Class 18 contains 53700 members 
Mstep: Class 19 contains 16863 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44010 members 
Mstep: Class 22 contains 5972 members 
Mstep: Class 23 contains 29051 members 
Mstep: Class 24 contains 13308 members 
Mstep: Class 25 contains 31078 members 
Mstep: Class 26 contains 35621 members 
Mstep: Class 27 contains 67336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157296816.000000 Penalty: 222986.234375
Iteration 235Q: 28 clusters Score -1.572968e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 28814 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10938 members 
Mstep: Class 5 contains 5470 members 
Mstep: Class 6 contains 12297 members 
Mstep: Class 7 contains 18113 members 
Mstep: Class 8 contains 143519 members 
Mstep: Class 9 contains 10490 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68726 members 
Mstep: Class 12 contains 1729 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62592 members 
Mstep: Class 15 contains 15804 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20202 members 
Mstep: Class 18 contains 53691 members 
Mstep: Class 19 contains 16857 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44039 members 
Mstep: Class 22 contains 5972 members 
Mstep: Class 23 contains 29052 members 
Mstep: Class 24 contains 13308 members 
Mstep: Class 25 contains 31077 members 
Mstep: Class 26 contains 35621 members 
Mstep: Class 27 contains 67341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157296864.000000 Penalty: 222986.234375
Iteration 236Q: 28 clusters Score -1.572969e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 28814 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10934 members 
Mstep: Class 5 contains 5469 members 
Mstep: Class 6 contains 12287 members 
Mstep: Class 7 contains 18104 members 
Mstep: Class 8 contains 143518 members 
Mstep: Class 9 contains 10491 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68726 members 
Mstep: Class 12 contains 1729 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62590 members 
Mstep: Class 15 contains 15799 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20199 members 
Mstep: Class 18 contains 53685 members 
Mstep: Class 19 contains 16855 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44079 members 
Mstep: Class 22 contains 5972 members 
Mstep: Class 23 contains 29051 members 
Mstep: Class 24 contains 13307 members 
Mstep: Class 25 contains 31078 members 
Mstep: Class 26 contains 35619 members 
Mstep: Class 27 contains 67346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157296768.000000 Penalty: 222986.234375
Iteration 237Q: 28 clusters Score -1.572968e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 28812 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10933 members 
Mstep: Class 5 contains 5468 members 
Mstep: Class 6 contains 12291 members 
Mstep: Class 7 contains 18092 members 
Mstep: Class 8 contains 143518 members 
Mstep: Class 9 contains 10490 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68723 members 
Mstep: Class 12 contains 1729 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62590 members 
Mstep: Class 15 contains 15795 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20199 members 
Mstep: Class 18 contains 53672 members 
Mstep: Class 19 contains 16851 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44109 members 
Mstep: Class 22 contains 5972 members 
Mstep: Class 23 contains 29052 members 
Mstep: Class 24 contains 13305 members 
Mstep: Class 25 contains 31082 members 
Mstep: Class 26 contains 35620 members 
Mstep: Class 27 contains 67348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157296768.000000 Penalty: 222986.234375
Iteration 238Q: 28 clusters Score -1.572968e+08 nChanged 103
Entering ConstructFrom: 
Score: -157296768.000000 Penalty: 222986.234375
Entering ConstructFrom: 
Trying to split cluster 1 (14141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Entering Unmasked Estep 
Score: -3029179.500000 Penalty: 5853.560547
	Iteration 0F: 2 clusters Score -3029180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -3016388.250000 Penalty: 11707.121094
	Iteration 0F: 3 clusters Score -3016388 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -3019472.000000 Penalty: 11707.121094
	Iteration 1F: 3 clusters Score -3019472 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -3020136.750000 Penalty: 11707.121094
	Iteration 2F: 3 clusters Score -3020137 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -3020660.750000 Penalty: 11707.121094
	Iteration 3F: 3 clusters Score -3020661 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -3021159.500000 Penalty: 11707.121094
	Iteration 4Q: 3 clusters Score -3021160 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -3021684.500000 Penalty: 11707.121094
	Iteration 5Q: 3 clusters Score -3021684 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -3022151.250000 Penalty: 11707.121094
	Iteration 6Q: 3 clusters Score -3022151 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -3022527.750000 Penalty: 11707.121094
	Iteration 7Q: 3 clusters Score -3022528 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -3022811.250000 Penalty: 11707.121094
	Iteration 8Q: 3 clusters Score -3022811 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -3023048.250000 Penalty: 11707.121094
	Iteration 9Q: 3 clusters Score -3023048 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -3023266.250000 Penalty: 11707.121094
	Iteration 10Q: 3 clusters Score -3023266 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -3023475.000000 Penalty: 11707.121094
	Iteration 11Q: 3 clusters Score -3023475 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -3023680.250000 Penalty: 11707.121094
	Iteration 12Q: 3 clusters Score -3023680 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -3023865.250000 Penalty: 11707.121094
	Iteration 13Q: 3 clusters Score -3023865 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -3024069.250000 Penalty: 11707.121094
	Iteration 14Q: 3 clusters Score -3024069 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -3024264.250000 Penalty: 11707.121094
	Iteration 15Q: 3 clusters Score -3024264 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -3024451.000000 Penalty: 11707.121094
	Iteration 16Q: 3 clusters Score -3024451 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -3024612.750000 Penalty: 11707.121094
	Iteration 17Q: 3 clusters Score -3024613 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -3024822.000000 Penalty: 11707.121094
	Iteration 18Q: 3 clusters Score -3024822 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -3025016.000000 Penalty: 11707.121094
	Iteration 19Q: 3 clusters Score -3025016 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -3025160.250000 Penalty: 11707.121094
	Iteration 20F: 3 clusters Score -3025160 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -3025269.250000 Penalty: 11707.121094
	Iteration 21Q: 3 clusters Score -3025269 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -3025368.250000 Penalty: 11707.121094
	Iteration 22Q: 3 clusters Score -3025368 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -3025425.500000 Penalty: 11707.121094
	Iteration 23Q: 3 clusters Score -3025426 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -3025477.000000 Penalty: 11707.121094
	Iteration 24Q: 3 clusters Score -3025477 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -3025503.000000 Penalty: 11707.121094
	Iteration 25Q: 3 clusters Score -3025503 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -3025533.250000 Penalty: 11707.121094
	Iteration 26Q: 3 clusters Score -3025533 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -3025542.500000 Penalty: 11707.121094
	Iteration 27Q: 3 clusters Score -3025542 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -3025568.750000 Penalty: 11707.121094
	Iteration 28Q: 3 clusters Score -3025569 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -3025574.750000 Penalty: 11707.121094
	Iteration 29Q: 3 clusters Score -3025575 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -3025578.250000 Penalty: 11707.121094
	Iteration 30Q: 3 clusters Score -3025578 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -3025601.250000 Penalty: 11707.121094
	Iteration 31Q: 3 clusters Score -3025601 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -3025627.750000 Penalty: 11707.121094
	Iteration 32Q: 3 clusters Score -3025628 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -3025652.000000 Penalty: 11707.121094
	Iteration 33Q: 3 clusters Score -3025652 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -3025671.000000 Penalty: 11707.121094
	Iteration 34Q: 3 clusters Score -3025671 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -3025702.250000 Penalty: 11707.121094
	Iteration 35Q: 3 clusters Score -3025702 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -3025751.750000 Penalty: 11707.121094
	Iteration 36Q: 3 clusters Score -3025752 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -3025797.000000 Penalty: 11707.121094
	Iteration 37Q: 3 clusters Score -3025797 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -3025865.000000 Penalty: 11707.121094
	Iteration 38Q: 3 clusters Score -3025865 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -3025917.500000 Penalty: 11707.121094
	Iteration 39Q: 3 clusters Score -3025918 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -3025952.500000 Penalty: 11707.121094
	Iteration 40F: 3 clusters Score -3025952 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -3026007.000000 Penalty: 11707.121094
	Iteration 41Q: 3 clusters Score -3026007 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -3026049.750000 Penalty: 11707.121094
	Iteration 42Q: 3 clusters Score -3026050 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -3026071.750000 Penalty: 11707.121094
	Iteration 43Q: 3 clusters Score -3026072 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -3026094.250000 Penalty: 11707.121094
	Iteration 44Q: 3 clusters Score -3026094 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -3026119.000000 Penalty: 11707.121094
	Iteration 45Q: 3 clusters Score -3026119 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -3026127.750000 Penalty: 11707.121094
	Iteration 46Q: 3 clusters Score -3026128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -3026125.500000 Penalty: 11707.121094
	Iteration 47Q: 3 clusters Score -3026126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -3026127.000000 Penalty: 11707.121094
	Iteration 48Q: 3 clusters Score -3026127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -3026127.250000 Penalty: 11707.121094
	Iteration 49Q: 3 clusters Score -3026127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -3026131.750000 Penalty: 11707.121094
	Iteration 50Q: 3 clusters Score -3026132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -3026124.000000 Penalty: 11707.121094
	Iteration 51Q: 3 clusters Score -3026124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -3026132.000000 Penalty: 11707.121094
	Iteration 52Q: 3 clusters Score -3026132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -3026131.000000 Penalty: 11707.121094
	Iteration 53Q: 3 clusters Score -3026131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -3026131.000000 Penalty: 11707.121094
	Iteration 54Q: 3 clusters Score -3026131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -3026133.500000 Penalty: 11707.121094
	Iteration 55Q: 3 clusters Score -3026134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -3026135.750000 Penalty: 11707.121094
	Iteration 56Q: 3 clusters Score -3026136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -3026139.750000 Penalty: 11707.121094
	Iteration 57Q: 3 clusters Score -3026140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -3026137.250000 Penalty: 11707.121094
	Iteration 58Q: 3 clusters Score -3026137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -3026142.000000 Penalty: 11707.121094
	Iteration 59Q: 3 clusters Score -3026142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -3026140.500000 Penalty: 11707.121094
	Iteration 60F: 3 clusters Score -3026140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -3026135.250000 Penalty: 11707.121094
	Iteration 61Q: 3 clusters Score -3026135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -3026135.250000 Penalty: 11707.121094
	Iteration 62F: 3 clusters Score -3026135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Entering Unmasked Estep 
Score: -6322629.000000 Penalty: 6289.314941
	Iteration 0F: 2 clusters Score -6322629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -6300499.000000 Penalty: 12578.629883
	Iteration 0F: 3 clusters Score -6300499 nChanged 12076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -6306793.500000 Penalty: 12578.629883
	Iteration 1F: 3 clusters Score -6306794 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -6307505.000000 Penalty: 12578.629883
	Iteration 2F: 3 clusters Score -6307505 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -6307997.500000 Penalty: 12578.629883
	Iteration 3Q: 3 clusters Score -6307998 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -6308312.500000 Penalty: 12578.629883
	Iteration 4Q: 3 clusters Score -6308312 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -6308558.500000 Penalty: 12578.629883
	Iteration 5Q: 3 clusters Score -6308558 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -6308755.500000 Penalty: 12578.629883
	Iteration 6Q: 3 clusters Score -6308756 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -6308975.000000 Penalty: 12578.629883
	Iteration 7Q: 3 clusters Score -6308975 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -6309183.000000 Penalty: 12578.629883
	Iteration 8Q: 3 clusters Score -6309183 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -6309318.000000 Penalty: 12578.629883
	Iteration 9Q: 3 clusters Score -6309318 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -6309503.500000 Penalty: 12578.629883
	Iteration 10Q: 3 clusters Score -6309504 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -6309710.000000 Penalty: 12578.629883
	Iteration 11Q: 3 clusters Score -6309710 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -6309942.500000 Penalty: 12578.629883
	Iteration 12Q: 3 clusters Score -6309942 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -6310128.000000 Penalty: 12578.629883
	Iteration 13Q: 3 clusters Score -6310128 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -6310300.000000 Penalty: 12578.629883
	Iteration 14Q: 3 clusters Score -6310300 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -6310512.500000 Penalty: 12578.629883
	Iteration 15Q: 3 clusters Score -6310512 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -6310711.500000 Penalty: 12578.629883
	Iteration 16Q: 3 clusters Score -6310712 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -6310903.500000 Penalty: 12578.629883
	Iteration 17Q: 3 clusters Score -6310904 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -6311080.500000 Penalty: 12578.629883
	Iteration 18Q: 3 clusters Score -6311080 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -6311270.000000 Penalty: 12578.629883
	Iteration 19Q: 3 clusters Score -6311270 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -6311404.000000 Penalty: 12578.629883
	Iteration 20F: 3 clusters Score -6311404 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -6311555.500000 Penalty: 12578.629883
	Iteration 21Q: 3 clusters Score -6311556 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -6311712.500000 Penalty: 12578.629883
	Iteration 22Q: 3 clusters Score -6311712 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -6311803.500000 Penalty: 12578.629883
	Iteration 23Q: 3 clusters Score -6311804 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -6311910.500000 Penalty: 12578.629883
	Iteration 24Q: 3 clusters Score -6311910 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -6311984.000000 Penalty: 12578.629883
	Iteration 25Q: 3 clusters Score -6311984 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -6312075.000000 Penalty: 12578.629883
	Iteration 26Q: 3 clusters Score -6312075 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -6312158.000000 Penalty: 12578.629883
	Iteration 27Q: 3 clusters Score -6312158 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -6312243.500000 Penalty: 12578.629883
	Iteration 28Q: 3 clusters Score -6312244 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -6312311.000000 Penalty: 12578.629883
	Iteration 29Q: 3 clusters Score -6312311 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -6312456.500000 Penalty: 12578.629883
	Iteration 30Q: 3 clusters Score -6312456 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -6312520.500000 Penalty: 12578.629883
	Iteration 31Q: 3 clusters Score -6312520 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -6312597.000000 Penalty: 12578.629883
	Iteration 32Q: 3 clusters Score -6312597 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -6312733.000000 Penalty: 12578.629883
	Iteration 33Q: 3 clusters Score -6312733 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -6312846.000000 Penalty: 12578.629883
	Iteration 34Q: 3 clusters Score -6312846 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -6312950.000000 Penalty: 12578.629883
	Iteration 35Q: 3 clusters Score -6312950 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -6313086.000000 Penalty: 12578.629883
	Iteration 36Q: 3 clusters Score -6313086 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -6313281.500000 Penalty: 12578.629883
	Iteration 37Q: 3 clusters Score -6313282 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -6313458.000000 Penalty: 12578.629883
	Iteration 38Q: 3 clusters Score -6313458 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -6313666.500000 Penalty: 12578.629883
	Iteration 39Q: 3 clusters Score -6313666 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -6313932.000000 Penalty: 12578.629883
	Iteration 40F: 3 clusters Score -6313932 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -6314243.500000 Penalty: 12578.629883
	Iteration 41Q: 3 clusters Score -6314244 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -6314649.500000 Penalty: 12578.629883
	Iteration 42Q: 3 clusters Score -6314650 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -6315084.500000 Penalty: 12578.629883
	Iteration 43Q: 3 clusters Score -6315084 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -6315578.000000 Penalty: 12578.629883
	Iteration 44Q: 3 clusters Score -6315578 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -6316102.000000 Penalty: 12578.629883
	Iteration 45Q: 3 clusters Score -6316102 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -6316509.500000 Penalty: 12578.629883
	Iteration 46Q: 3 clusters Score -6316510 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 24723 members 
Entering Unmasked Estep 
Score: -6316860.000000 Penalty: 12578.629883
	Iteration 47Q: 3 clusters Score -6316860 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -6317117.000000 Penalty: 12578.629883
	Iteration 48Q: 3 clusters Score -6317117 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 25252 members 
Entering Unmasked Estep 
Score: -6317231.500000 Penalty: 12578.629883
	Iteration 49Q: 3 clusters Score -6317232 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -6317312.000000 Penalty: 12578.629883
	Iteration 50Q: 3 clusters Score -6317312 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -6317382.000000 Penalty: 12578.629883
	Iteration 51Q: 3 clusters Score -6317382 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -6317472.500000 Penalty: 12578.629883
	Iteration 52Q: 3 clusters Score -6317472 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 25787 members 
Entering Unmasked Estep 
Score: -6317542.000000 Penalty: 12578.629883
	Iteration 53Q: 3 clusters Score -6317542 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 25875 members 
Entering Unmasked Estep 
Score: -6317600.000000 Penalty: 12578.629883
	Iteration 54Q: 3 clusters Score -6317600 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -6317656.500000 Penalty: 12578.629883
	Iteration 55Q: 3 clusters Score -6317656 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -6317663.000000 Penalty: 12578.629883
	Iteration 56Q: 3 clusters Score -6317663 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -6317680.000000 Penalty: 12578.629883
	Iteration 57Q: 3 clusters Score -6317680 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -6317703.500000 Penalty: 12578.629883
	Iteration 58Q: 3 clusters Score -6317704 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -6317725.000000 Penalty: 12578.629883
	Iteration 59Q: 3 clusters Score -6317725 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -6317734.500000 Penalty: 12578.629883
	Iteration 60F: 3 clusters Score -6317734 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 26187 members 
Entering Unmasked Estep 
Score: -6317730.500000 Penalty: 12578.629883
	Iteration 61Q: 3 clusters Score -6317730 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
Score: -6317739.500000 Penalty: 12578.629883
	Iteration 62Q: 3 clusters Score -6317740 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 26231 members 
Entering Unmasked Estep 
Score: -6317755.500000 Penalty: 12578.629883
	Iteration 63Q: 3 clusters Score -6317756 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -6317748.500000 Penalty: 12578.629883
	Iteration 64Q: 3 clusters Score -6317748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -6317751.000000 Penalty: 12578.629883
	Iteration 65Q: 3 clusters Score -6317751 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
Score: -6317758.000000 Penalty: 12578.629883
	Iteration 66Q: 3 clusters Score -6317758 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -6317754.500000 Penalty: 12578.629883
	Iteration 67Q: 3 clusters Score -6317754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -6317773.000000 Penalty: 12578.629883
	Iteration 68Q: 3 clusters Score -6317773 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -6317773.500000 Penalty: 12578.629883
	Iteration 69Q: 3 clusters Score -6317774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 26338 members 
Entering Unmasked Estep 
Score: -6317775.500000 Penalty: 12578.629883
	Iteration 70Q: 3 clusters Score -6317776 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 26354 members 
Entering Unmasked Estep 
Score: -6317780.500000 Penalty: 12578.629883
	Iteration 71Q: 3 clusters Score -6317780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 26367 members 
Entering Unmasked Estep 
Score: -6317792.000000 Penalty: 12578.629883
	Iteration 72Q: 3 clusters Score -6317792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 26381 members 
Entering Unmasked Estep 
Score: -6317795.500000 Penalty: 12578.629883
	Iteration 73Q: 3 clusters Score -6317796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 26394 members 
Entering Unmasked Estep 
Score: -6317805.500000 Penalty: 12578.629883
	Iteration 74Q: 3 clusters Score -6317806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -6317804.500000 Penalty: 12578.629883
	Iteration 75Q: 3 clusters Score -6317804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 26411 members 
Entering Unmasked Estep 
Score: -6317809.000000 Penalty: 12578.629883
	Iteration 76Q: 3 clusters Score -6317809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 26418 members 
Entering Unmasked Estep 
Score: -6317807.500000 Penalty: 12578.629883
	Iteration 77Q: 3 clusters Score -6317808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -6317816.000000 Penalty: 12578.629883
	Iteration 78Q: 3 clusters Score -6317816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -6317816.000000 Penalty: 12578.629883
	Iteration 79Q: 3 clusters Score -6317816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -6317817.500000 Penalty: 12578.629883
	Iteration 80F: 3 clusters Score -6317818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Entering Unmasked Estep 
Score: -653577.187500 Penalty: 4904.104004
	Iteration 0F: 2 clusters Score -653577.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -648036.750000 Penalty: 9808.208008
	Iteration 0F: 3 clusters Score -648036.8 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -649399.250000 Penalty: 9808.208008
	Iteration 1F: 3 clusters Score -649399.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -650068.750000 Penalty: 9808.208008
	Iteration 2F: 3 clusters Score -650068.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -650528.312500 Penalty: 9808.208008
	Iteration 3F: 3 clusters Score -650528.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -650935.187500 Penalty: 9808.208008
	Iteration 4F: 3 clusters Score -650935.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -651245.437500 Penalty: 9808.208008
	Iteration 5F: 3 clusters Score -651245.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -651470.562500 Penalty: 9808.208008
	Iteration 6Q: 3 clusters Score -651470.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -651660.187500 Penalty: 9808.208008
	Iteration 7Q: 3 clusters Score -651660.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -651914.312500 Penalty: 9808.208008
	Iteration 8Q: 3 clusters Score -651914.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -652138.125000 Penalty: 9808.208008
	Iteration 9Q: 3 clusters Score -652138.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -652275.375000 Penalty: 9808.208008
	Iteration 10Q: 3 clusters Score -652275.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -652355.500000 Penalty: 9808.208008
	Iteration 11Q: 3 clusters Score -652355.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -652402.500000 Penalty: 9808.208008
	Iteration 12Q: 3 clusters Score -652402.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -652458.062500 Penalty: 9808.208008
	Iteration 13Q: 3 clusters Score -652458.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -652523.937500 Penalty: 9808.208008
	Iteration 14Q: 3 clusters Score -652523.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -652567.500000 Penalty: 9808.208008
	Iteration 15Q: 3 clusters Score -652567.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -652618.625000 Penalty: 9808.208008
	Iteration 16Q: 3 clusters Score -652618.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -652687.562500 Penalty: 9808.208008
	Iteration 17Q: 3 clusters Score -652687.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -652761.062500 Penalty: 9808.208008
	Iteration 18Q: 3 clusters Score -652761.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -652822.187500 Penalty: 9808.208008
	Iteration 19Q: 3 clusters Score -652822.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -652889.750000 Penalty: 9808.208008
	Iteration 20F: 3 clusters Score -652889.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -652963.250000 Penalty: 9808.208008
	Iteration 21Q: 3 clusters Score -652963.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -653059.250000 Penalty: 9808.208008
	Iteration 22Q: 3 clusters Score -653059.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -653178.875000 Penalty: 9808.208008
	Iteration 23Q: 3 clusters Score -653178.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -653343.625000 Penalty: 9808.208008
	Iteration 24Q: 3 clusters Score -653343.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -653657.687500 Penalty: 9808.208008
	Iteration 25Q: 3 clusters Score -653657.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -654619.187500 Penalty: 9808.208008
	Iteration 26Q: 3 clusters Score -654619.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -655584.312500 Penalty: 9808.208008
	Iteration 27Q: 3 clusters Score -655584.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -655727.750000 Penalty: 9808.208008
	Iteration 28Q: 3 clusters Score -655727.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -655737.312500 Penalty: 9808.208008
	Iteration 29Q: 3 clusters Score -655737.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -655737.312500 Penalty: 9808.208008
	Iteration 30F: 3 clusters Score -655737.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 28804 members 
Mstep: Class 3 contains 1795 members 
Mstep: Class 4 contains 10930 members 
Mstep: Class 5 contains 5469 members 
Mstep: Class 6 contains 12299 members 
Mstep: Class 7 contains 18077 members 
Mstep: Class 8 contains 143523 members 
Mstep: Class 9 contains 10489 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68718 members 
Mstep: Class 12 contains 1729 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62592 members 
Mstep: Class 15 contains 15795 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20200 members 
Mstep: Class 18 contains 53662 members 
Mstep: Class 19 contains 16849 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44135 members 
Mstep: Class 22 contains 5972 members 
Mstep: Class 23 contains 29051 members 
Mstep: Class 24 contains 13303 members 
Mstep: Class 25 contains 31083 members 
Mstep: Class 26 contains 35620 members 
Mstep: Class 27 contains 67350 members 
Mstep: Class 28 contains 1206 members 
Entering Unmasked Estep 
Score: -157295408.000000 Penalty: 231244.984375
Splitting cluster 3 changes total score from -157296768.000000 to -157295408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (10930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Entering Unmasked Estep 
Score: -2447218.500000 Penalty: 5695.800781
	Iteration 0F: 2 clusters Score -2447218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -2436277.750000 Penalty: 11391.601562
	Iteration 0F: 3 clusters Score -2436278 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -2438691.500000 Penalty: 11391.601562
	Iteration 1F: 3 clusters Score -2438692 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -2439137.750000 Penalty: 11391.601562
	Iteration 2F: 3 clusters Score -2439138 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -2439413.000000 Penalty: 11391.601562
	Iteration 3Q: 3 clusters Score -2439413 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -2439614.500000 Penalty: 11391.601562
	Iteration 4Q: 3 clusters Score -2439614 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -2439794.500000 Penalty: 11391.601562
	Iteration 5Q: 3 clusters Score -2439794 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -2439931.500000 Penalty: 11391.601562
	Iteration 6Q: 3 clusters Score -2439932 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -2440049.500000 Penalty: 11391.601562
	Iteration 7Q: 3 clusters Score -2440050 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -2440159.250000 Penalty: 11391.601562
	Iteration 8Q: 3 clusters Score -2440159 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -2440265.000000 Penalty: 11391.601562
	Iteration 9Q: 3 clusters Score -2440265 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -2440375.250000 Penalty: 11391.601562
	Iteration 10Q: 3 clusters Score -2440375 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -2440501.750000 Penalty: 11391.601562
	Iteration 11Q: 3 clusters Score -2440502 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -2440618.250000 Penalty: 11391.601562
	Iteration 12Q: 3 clusters Score -2440618 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -2440720.250000 Penalty: 11391.601562
	Iteration 13Q: 3 clusters Score -2440720 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -2440838.250000 Penalty: 11391.601562
	Iteration 14Q: 3 clusters Score -2440838 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -2440958.750000 Penalty: 11391.601562
	Iteration 15Q: 3 clusters Score -2440959 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -2441092.500000 Penalty: 11391.601562
	Iteration 16Q: 3 clusters Score -2441092 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -2441220.250000 Penalty: 11391.601562
	Iteration 17Q: 3 clusters Score -2441220 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -2441366.000000 Penalty: 11391.601562
	Iteration 18Q: 3 clusters Score -2441366 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -2441502.500000 Penalty: 11391.601562
	Iteration 19Q: 3 clusters Score -2441502 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -2441637.500000 Penalty: 11391.601562
	Iteration 20F: 3 clusters Score -2441638 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -2441765.750000 Penalty: 11391.601562
	Iteration 21Q: 3 clusters Score -2441766 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -2441878.750000 Penalty: 11391.601562
	Iteration 22Q: 3 clusters Score -2441879 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -2441957.750000 Penalty: 11391.601562
	Iteration 23Q: 3 clusters Score -2441958 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -2442020.750000 Penalty: 11391.601562
	Iteration 24Q: 3 clusters Score -2442021 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -2442103.000000 Penalty: 11391.601562
	Iteration 25Q: 3 clusters Score -2442103 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -2442159.500000 Penalty: 11391.601562
	Iteration 26Q: 3 clusters Score -2442160 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -2442220.500000 Penalty: 11391.601562
	Iteration 27Q: 3 clusters Score -2442220 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -2442261.750000 Penalty: 11391.601562
	Iteration 28Q: 3 clusters Score -2442262 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -2442306.750000 Penalty: 11391.601562
	Iteration 29Q: 3 clusters Score -2442307 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -2442336.000000 Penalty: 11391.601562
	Iteration 30Q: 3 clusters Score -2442336 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -2442353.250000 Penalty: 11391.601562
	Iteration 31Q: 3 clusters Score -2442353 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -2442377.500000 Penalty: 11391.601562
	Iteration 32Q: 3 clusters Score -2442378 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -2442402.750000 Penalty: 11391.601562
	Iteration 33Q: 3 clusters Score -2442403 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -2442415.750000 Penalty: 11391.601562
	Iteration 34Q: 3 clusters Score -2442416 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -2442425.000000 Penalty: 11391.601562
	Iteration 35Q: 3 clusters Score -2442425 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -2442435.750000 Penalty: 11391.601562
	Iteration 36Q: 3 clusters Score -2442436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -2442440.000000 Penalty: 11391.601562
	Iteration 37Q: 3 clusters Score -2442440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -2442449.500000 Penalty: 11391.601562
	Iteration 38Q: 3 clusters Score -2442450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -2442453.500000 Penalty: 11391.601562
	Iteration 39Q: 3 clusters Score -2442454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -2442457.750000 Penalty: 11391.601562
	Iteration 40F: 3 clusters Score -2442458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -2442467.250000 Penalty: 11391.601562
	Iteration 41Q: 3 clusters Score -2442467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -2442466.250000 Penalty: 11391.601562
	Iteration 42Q: 3 clusters Score -2442466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -2442470.000000 Penalty: 11391.601562
	Iteration 43Q: 3 clusters Score -2442470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -2442470.250000 Penalty: 11391.601562
	Iteration 44Q: 3 clusters Score -2442470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -2442475.250000 Penalty: 11391.601562
	Iteration 45Q: 3 clusters Score -2442475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -2442478.000000 Penalty: 11391.601562
	Iteration 46Q: 3 clusters Score -2442478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -2442485.750000 Penalty: 11391.601562
	Iteration 47Q: 3 clusters Score -2442486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -2442489.500000 Penalty: 11391.601562
	Iteration 48Q: 3 clusters Score -2442490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -2442486.500000 Penalty: 11391.601562
	Iteration 49Q: 3 clusters Score -2442486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -2442485.250000 Penalty: 11391.601562
	Iteration 50Q: 3 clusters Score -2442485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -2442491.750000 Penalty: 11391.601562
	Iteration 51Q: 3 clusters Score -2442492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -2442494.500000 Penalty: 11391.601562
	Iteration 52Q: 3 clusters Score -2442494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -2442498.750000 Penalty: 11391.601562
	Iteration 53Q: 3 clusters Score -2442499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -2442494.500000 Penalty: 11391.601562
	Iteration 54Q: 3 clusters Score -2442494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -2442495.500000 Penalty: 11391.601562
	Iteration 55Q: 3 clusters Score -2442496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -2442495.500000 Penalty: 11391.601562
	Iteration 56F: 3 clusters Score -2442496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Entering Unmasked Estep 
Score: -1216499.000000 Penalty: 5271.695801
	Iteration 0F: 2 clusters Score -1216499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1209087.875000 Penalty: 10543.391602
	Iteration 0F: 3 clusters Score -1209088 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1210310.750000 Penalty: 10543.391602
	Iteration 1F: 3 clusters Score -1210311 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1210711.875000 Penalty: 10543.391602
	Iteration 2F: 3 clusters Score -1210712 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1210972.125000 Penalty: 10543.391602
	Iteration 3F: 3 clusters Score -1210972 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1211190.000000 Penalty: 10543.391602
	Iteration 4Q: 3 clusters Score -1211190 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1211374.750000 Penalty: 10543.391602
	Iteration 5Q: 3 clusters Score -1211375 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1211554.875000 Penalty: 10543.391602
	Iteration 6Q: 3 clusters Score -1211555 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1211716.750000 Penalty: 10543.391602
	Iteration 7Q: 3 clusters Score -1211717 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1211880.500000 Penalty: 10543.391602
	Iteration 8Q: 3 clusters Score -1211880 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1212075.375000 Penalty: 10543.391602
	Iteration 9Q: 3 clusters Score -1212075 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1212298.250000 Penalty: 10543.391602
	Iteration 10Q: 3 clusters Score -1212298 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1212499.375000 Penalty: 10543.391602
	Iteration 11Q: 3 clusters Score -1212499 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1212668.625000 Penalty: 10543.391602
	Iteration 12Q: 3 clusters Score -1212669 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1212823.750000 Penalty: 10543.391602
	Iteration 13Q: 3 clusters Score -1212824 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1212960.125000 Penalty: 10543.391602
	Iteration 14Q: 3 clusters Score -1212960 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1213089.750000 Penalty: 10543.391602
	Iteration 15Q: 3 clusters Score -1213090 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1213181.500000 Penalty: 10543.391602
	Iteration 16Q: 3 clusters Score -1213182 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1213248.500000 Penalty: 10543.391602
	Iteration 17Q: 3 clusters Score -1213248 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1213313.500000 Penalty: 10543.391602
	Iteration 18Q: 3 clusters Score -1213314 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1213361.750000 Penalty: 10543.391602
	Iteration 19Q: 3 clusters Score -1213362 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1213390.125000 Penalty: 10543.391602
	Iteration 20F: 3 clusters Score -1213390 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1213399.875000 Penalty: 10543.391602
	Iteration 21Q: 3 clusters Score -1213400 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1213411.750000 Penalty: 10543.391602
	Iteration 22Q: 3 clusters Score -1213412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1213419.250000 Penalty: 10543.391602
	Iteration 23Q: 3 clusters Score -1213419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1213422.750000 Penalty: 10543.391602
	Iteration 24Q: 3 clusters Score -1213423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1213425.000000 Penalty: 10543.391602
	Iteration 25Q: 3 clusters Score -1213425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1213431.375000 Penalty: 10543.391602
	Iteration 26Q: 3 clusters Score -1213431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1213435.125000 Penalty: 10543.391602
	Iteration 27Q: 3 clusters Score -1213435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1213439.500000 Penalty: 10543.391602
	Iteration 28Q: 3 clusters Score -1213440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1213441.750000 Penalty: 10543.391602
	Iteration 29Q: 3 clusters Score -1213442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1213445.500000 Penalty: 10543.391602
	Iteration 30Q: 3 clusters Score -1213446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1213447.875000 Penalty: 10543.391602
	Iteration 31Q: 3 clusters Score -1213448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1213446.875000 Penalty: 10543.391602
	Iteration 32Q: 3 clusters Score -1213447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1213450.750000 Penalty: 10543.391602
	Iteration 33Q: 3 clusters Score -1213451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1213451.625000 Penalty: 10543.391602
	Iteration 34Q: 3 clusters Score -1213452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1213453.375000 Penalty: 10543.391602
	Iteration 35Q: 3 clusters Score -1213453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1213455.500000 Penalty: 10543.391602
	Iteration 36Q: 3 clusters Score -1213456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1213455.375000 Penalty: 10543.391602
	Iteration 37Q: 3 clusters Score -1213455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1213455.375000 Penalty: 10543.391602
	Iteration 38F: 3 clusters Score -1213455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Entering Unmasked Estep 
Score: -2743387.750000 Penalty: 5768.080078
	Iteration 0F: 2 clusters Score -2743388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -2731727.250000 Penalty: 11536.160156
	Iteration 0F: 3 clusters Score -2731727 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -2734300.500000 Penalty: 11536.160156
	Iteration 1F: 3 clusters Score -2734300 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -2734825.000000 Penalty: 11536.160156
	Iteration 2F: 3 clusters Score -2734825 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -2735124.750000 Penalty: 11536.160156
	Iteration 3Q: 3 clusters Score -2735125 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -2735287.500000 Penalty: 11536.160156
	Iteration 4Q: 3 clusters Score -2735288 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -2735418.000000 Penalty: 11536.160156
	Iteration 5Q: 3 clusters Score -2735418 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -2735515.750000 Penalty: 11536.160156
	Iteration 6Q: 3 clusters Score -2735516 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -2735597.750000 Penalty: 11536.160156
	Iteration 7Q: 3 clusters Score -2735598 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -2735666.000000 Penalty: 11536.160156
	Iteration 8Q: 3 clusters Score -2735666 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -2735724.250000 Penalty: 11536.160156
	Iteration 9Q: 3 clusters Score -2735724 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -2735758.500000 Penalty: 11536.160156
	Iteration 10Q: 3 clusters Score -2735758 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -2735803.000000 Penalty: 11536.160156
	Iteration 11Q: 3 clusters Score -2735803 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -2735847.250000 Penalty: 11536.160156
	Iteration 12Q: 3 clusters Score -2735847 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -2735870.500000 Penalty: 11536.160156
	Iteration 13Q: 3 clusters Score -2735870 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -2735901.250000 Penalty: 11536.160156
	Iteration 14Q: 3 clusters Score -2735901 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -2735928.250000 Penalty: 11536.160156
	Iteration 15Q: 3 clusters Score -2735928 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -2735959.250000 Penalty: 11536.160156
	Iteration 16Q: 3 clusters Score -2735959 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -2736015.750000 Penalty: 11536.160156
	Iteration 17Q: 3 clusters Score -2736016 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -2736088.000000 Penalty: 11536.160156
	Iteration 18Q: 3 clusters Score -2736088 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -2736231.250000 Penalty: 11536.160156
	Iteration 19Q: 3 clusters Score -2736231 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -2736486.000000 Penalty: 11536.160156
	Iteration 20F: 3 clusters Score -2736486 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -2736882.000000 Penalty: 11536.160156
	Iteration 21Q: 3 clusters Score -2736882 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -2737292.750000 Penalty: 11536.160156
	Iteration 22Q: 3 clusters Score -2737293 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -2737642.500000 Penalty: 11536.160156
	Iteration 23Q: 3 clusters Score -2737642 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -2737910.500000 Penalty: 11536.160156
	Iteration 24Q: 3 clusters Score -2737910 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -2738153.500000 Penalty: 11536.160156
	Iteration 25Q: 3 clusters Score -2738154 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -2738355.750000 Penalty: 11536.160156
	Iteration 26Q: 3 clusters Score -2738356 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -2738501.500000 Penalty: 11536.160156
	Iteration 27Q: 3 clusters Score -2738502 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -2738640.000000 Penalty: 11536.160156
	Iteration 28Q: 3 clusters Score -2738640 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -2738755.750000 Penalty: 11536.160156
	Iteration 29Q: 3 clusters Score -2738756 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -2738881.500000 Penalty: 11536.160156
	Iteration 30Q: 3 clusters Score -2738882 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -2739020.250000 Penalty: 11536.160156
	Iteration 31Q: 3 clusters Score -2739020 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -2739171.500000 Penalty: 11536.160156
	Iteration 32Q: 3 clusters Score -2739172 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -2739315.250000 Penalty: 11536.160156
	Iteration 33Q: 3 clusters Score -2739315 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -2739488.750000 Penalty: 11536.160156
	Iteration 34Q: 3 clusters Score -2739489 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -2739678.750000 Penalty: 11536.160156
	Iteration 35Q: 3 clusters Score -2739679 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -2739889.250000 Penalty: 11536.160156
	Iteration 36Q: 3 clusters Score -2739889 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -2740108.750000 Penalty: 11536.160156
	Iteration 37Q: 3 clusters Score -2740109 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -2740293.250000 Penalty: 11536.160156
	Iteration 38Q: 3 clusters Score -2740293 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -2740470.750000 Penalty: 11536.160156
	Iteration 39Q: 3 clusters Score -2740471 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -2740635.500000 Penalty: 11536.160156
	Iteration 40F: 3 clusters Score -2740636 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -2740815.750000 Penalty: 11536.160156
	Iteration 41Q: 3 clusters Score -2740816 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -2741002.250000 Penalty: 11536.160156
	Iteration 42Q: 3 clusters Score -2741002 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -2741188.000000 Penalty: 11536.160156
	Iteration 43Q: 3 clusters Score -2741188 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -2741341.750000 Penalty: 11536.160156
	Iteration 44Q: 3 clusters Score -2741342 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -2741483.500000 Penalty: 11536.160156
	Iteration 45Q: 3 clusters Score -2741484 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -2741583.250000 Penalty: 11536.160156
	Iteration 46Q: 3 clusters Score -2741583 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -2741648.000000 Penalty: 11536.160156
	Iteration 47Q: 3 clusters Score -2741648 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -2741689.000000 Penalty: 11536.160156
	Iteration 48Q: 3 clusters Score -2741689 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -2741723.000000 Penalty: 11536.160156
	Iteration 49Q: 3 clusters Score -2741723 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -2741748.000000 Penalty: 11536.160156
	Iteration 50Q: 3 clusters Score -2741748 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -2741754.250000 Penalty: 11536.160156
	Iteration 51Q: 3 clusters Score -2741754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -2741767.750000 Penalty: 11536.160156
	Iteration 52Q: 3 clusters Score -2741768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2741783.000000 Penalty: 11536.160156
	Iteration 53Q: 3 clusters Score -2741783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -2741781.250000 Penalty: 11536.160156
	Iteration 54Q: 3 clusters Score -2741781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2741783.250000 Penalty: 11536.160156
	Iteration 55Q: 3 clusters Score -2741783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -2741786.750000 Penalty: 11536.160156
	Iteration 56Q: 3 clusters Score -2741787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -2741790.000000 Penalty: 11536.160156
	Iteration 57Q: 3 clusters Score -2741790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -2741790.000000 Penalty: 11536.160156
	Iteration 58Q: 3 clusters Score -2741790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -2741790.000000 Penalty: 11536.160156
	Iteration 59F: 3 clusters Score -2741790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Entering Unmasked Estep 
Score: -3866977.250000 Penalty: 6003.967285
	Iteration 0F: 2 clusters Score -3866977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -3851637.750000 Penalty: 12007.934570
	Iteration 0F: 3 clusters Score -3851638 nChanged 7325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -3855584.250000 Penalty: 12007.934570
	Iteration 1F: 3 clusters Score -3855584 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -3856203.000000 Penalty: 12007.934570
	Iteration 2F: 3 clusters Score -3856203 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -3856732.750000 Penalty: 12007.934570
	Iteration 3F: 3 clusters Score -3856733 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -3857177.500000 Penalty: 12007.934570
	Iteration 4Q: 3 clusters Score -3857178 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -3857634.000000 Penalty: 12007.934570
	Iteration 5Q: 3 clusters Score -3857634 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -3858045.750000 Penalty: 12007.934570
	Iteration 6Q: 3 clusters Score -3858046 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -3858445.000000 Penalty: 12007.934570
	Iteration 7Q: 3 clusters Score -3858445 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -3858839.250000 Penalty: 12007.934570
	Iteration 8Q: 3 clusters Score -3858839 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -3859223.500000 Penalty: 12007.934570
	Iteration 9Q: 3 clusters Score -3859224 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -3859561.750000 Penalty: 12007.934570
	Iteration 10Q: 3 clusters Score -3859562 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -3859909.000000 Penalty: 12007.934570
	Iteration 11Q: 3 clusters Score -3859909 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -3860254.500000 Penalty: 12007.934570
	Iteration 12Q: 3 clusters Score -3860254 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -3860568.250000 Penalty: 12007.934570
	Iteration 13Q: 3 clusters Score -3860568 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -3860929.250000 Penalty: 12007.934570
	Iteration 14Q: 3 clusters Score -3860929 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -3861233.500000 Penalty: 12007.934570
	Iteration 15Q: 3 clusters Score -3861234 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -3861468.000000 Penalty: 12007.934570
	Iteration 16Q: 3 clusters Score -3861468 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -3861664.750000 Penalty: 12007.934570
	Iteration 17Q: 3 clusters Score -3861665 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -3861824.250000 Penalty: 12007.934570
	Iteration 18Q: 3 clusters Score -3861824 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -3861959.000000 Penalty: 12007.934570
	Iteration 19Q: 3 clusters Score -3861959 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -3862035.000000 Penalty: 12007.934570
	Iteration 20F: 3 clusters Score -3862035 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -3862108.750000 Penalty: 12007.934570
	Iteration 21Q: 3 clusters Score -3862109 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -3862187.000000 Penalty: 12007.934570
	Iteration 22Q: 3 clusters Score -3862187 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -3862250.250000 Penalty: 12007.934570
	Iteration 23Q: 3 clusters Score -3862250 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -3862298.250000 Penalty: 12007.934570
	Iteration 24Q: 3 clusters Score -3862298 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -3862349.250000 Penalty: 12007.934570
	Iteration 25Q: 3 clusters Score -3862349 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -3862392.500000 Penalty: 12007.934570
	Iteration 26Q: 3 clusters Score -3862392 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -3862418.250000 Penalty: 12007.934570
	Iteration 27Q: 3 clusters Score -3862418 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -3862454.750000 Penalty: 12007.934570
	Iteration 28Q: 3 clusters Score -3862455 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -3862491.750000 Penalty: 12007.934570
	Iteration 29Q: 3 clusters Score -3862492 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -3862522.250000 Penalty: 12007.934570
	Iteration 30Q: 3 clusters Score -3862522 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -3862547.250000 Penalty: 12007.934570
	Iteration 31Q: 3 clusters Score -3862547 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -3862578.000000 Penalty: 12007.934570
	Iteration 32Q: 3 clusters Score -3862578 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -3862607.000000 Penalty: 12007.934570
	Iteration 33Q: 3 clusters Score -3862607 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -3862626.250000 Penalty: 12007.934570
	Iteration 34Q: 3 clusters Score -3862626 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -3862645.750000 Penalty: 12007.934570
	Iteration 35Q: 3 clusters Score -3862646 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -3862671.750000 Penalty: 12007.934570
	Iteration 36Q: 3 clusters Score -3862672 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -3862689.750000 Penalty: 12007.934570
	Iteration 37Q: 3 clusters Score -3862690 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -3862710.000000 Penalty: 12007.934570
	Iteration 38Q: 3 clusters Score -3862710 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -3862721.000000 Penalty: 12007.934570
	Iteration 39Q: 3 clusters Score -3862721 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -3862745.000000 Penalty: 12007.934570
	Iteration 40F: 3 clusters Score -3862745 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -3862758.250000 Penalty: 12007.934570
	Iteration 41Q: 3 clusters Score -3862758 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -3862767.250000 Penalty: 12007.934570
	Iteration 42Q: 3 clusters Score -3862767 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -3862775.750000 Penalty: 12007.934570
	Iteration 43Q: 3 clusters Score -3862776 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -3862782.750000 Penalty: 12007.934570
	Iteration 44Q: 3 clusters Score -3862783 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -3862800.500000 Penalty: 12007.934570
	Iteration 45Q: 3 clusters Score -3862800 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -3862801.750000 Penalty: 12007.934570
	Iteration 46Q: 3 clusters Score -3862802 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -3862810.250000 Penalty: 12007.934570
	Iteration 47Q: 3 clusters Score -3862810 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -3862810.750000 Penalty: 12007.934570
	Iteration 48Q: 3 clusters Score -3862811 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -3862814.000000 Penalty: 12007.934570
	Iteration 49Q: 3 clusters Score -3862814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -3862819.250000 Penalty: 12007.934570
	Iteration 50Q: 3 clusters Score -3862819 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -3862818.000000 Penalty: 12007.934570
	Iteration 51Q: 3 clusters Score -3862818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -3862820.500000 Penalty: 12007.934570
	Iteration 52Q: 3 clusters Score -3862820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -3862820.000000 Penalty: 12007.934570
	Iteration 53Q: 3 clusters Score -3862820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -3862821.250000 Penalty: 12007.934570
	Iteration 54Q: 3 clusters Score -3862821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -3862823.500000 Penalty: 12007.934570
	Iteration 55Q: 3 clusters Score -3862824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -3862823.500000 Penalty: 12007.934570
	Iteration 56Q: 3 clusters Score -3862824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -3862826.250000 Penalty: 12007.934570
	Iteration 57Q: 3 clusters Score -3862826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -3862827.500000 Penalty: 12007.934570
	Iteration 58Q: 3 clusters Score -3862828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -3862825.250000 Penalty: 12007.934570
	Iteration 59Q: 3 clusters Score -3862825 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -3862833.750000 Penalty: 12007.934570
	Iteration 60F: 3 clusters Score -3862834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -3862835.500000 Penalty: 12007.934570
	Iteration 61Q: 3 clusters Score -3862836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -3862843.500000 Penalty: 12007.934570
	Iteration 62Q: 3 clusters Score -3862844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -3862841.750000 Penalty: 12007.934570
	Iteration 63Q: 3 clusters Score -3862842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -3862847.500000 Penalty: 12007.934570
	Iteration 64Q: 3 clusters Score -3862848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -3862846.750000 Penalty: 12007.934570
	Iteration 65Q: 3 clusters Score -3862847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -3862847.500000 Penalty: 12007.934570
	Iteration 66Q: 3 clusters Score -3862848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -3862852.500000 Penalty: 12007.934570
	Iteration 67Q: 3 clusters Score -3862852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -3862851.500000 Penalty: 12007.934570
	Iteration 68Q: 3 clusters Score -3862852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -3862849.500000 Penalty: 12007.934570
	Iteration 69Q: 3 clusters Score -3862850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -3862853.250000 Penalty: 12007.934570
	Iteration 70Q: 3 clusters Score -3862853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -3862856.250000 Penalty: 12007.934570
	Iteration 71Q: 3 clusters Score -3862856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -3862856.500000 Penalty: 12007.934570
	Iteration 72Q: 3 clusters Score -3862856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -3862857.750000 Penalty: 12007.934570
	Iteration 73Q: 3 clusters Score -3862858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -3862858.500000 Penalty: 12007.934570
	Iteration 74Q: 3 clusters Score -3862858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -3862858.500000 Penalty: 12007.934570
	Iteration 75F: 3 clusters Score -3862858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (143523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143523 members 
Entering Unmasked Estep 
Score: -31810932.000000 Penalty: 7272.978516
	Iteration 0F: 2 clusters Score -3.181093e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71734 members 
Mstep: Class 2 contains 71789 members 
Entering Unmasked Estep 
Score: -31714214.000000 Penalty: 14545.957031
	Iteration 0F: 3 clusters Score -3.171421e+07 nChanged 66708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71450 members 
Mstep: Class 2 contains 72073 members 
Entering Unmasked Estep 
Score: -31751016.000000 Penalty: 14545.957031
	Iteration 1F: 3 clusters Score -3.175102e+07 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71259 members 
Mstep: Class 2 contains 72264 members 
Entering Unmasked Estep 
Score: -31752266.000000 Penalty: 14545.957031
	Iteration 2Q: 3 clusters Score -3.175227e+07 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70983 members 
Mstep: Class 2 contains 72540 members 
Entering Unmasked Estep 
Score: -31753108.000000 Penalty: 14545.957031
	Iteration 3Q: 3 clusters Score -3.175311e+07 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70630 members 
Mstep: Class 2 contains 72893 members 
Entering Unmasked Estep 
Score: -31754018.000000 Penalty: 14545.957031
	Iteration 4Q: 3 clusters Score -3.175402e+07 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70235 members 
Mstep: Class 2 contains 73288 members 
Entering Unmasked Estep 
Score: -31755156.000000 Penalty: 14545.957031
	Iteration 5Q: 3 clusters Score -3.175516e+07 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69769 members 
Mstep: Class 2 contains 73754 members 
Entering Unmasked Estep 
Score: -31756098.000000 Penalty: 14545.957031
	Iteration 6Q: 3 clusters Score -3.17561e+07 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69142 members 
Mstep: Class 2 contains 74381 members 
Entering Unmasked Estep 
Score: -31756946.000000 Penalty: 14545.957031
	Iteration 7Q: 3 clusters Score -3.175695e+07 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68184 members 
Mstep: Class 2 contains 75339 members 
Entering Unmasked Estep 
Score: -31757902.000000 Penalty: 14545.957031
	Iteration 8Q: 3 clusters Score -3.17579e+07 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66890 members 
Mstep: Class 2 contains 76633 members 
Entering Unmasked Estep 
Score: -31759080.000000 Penalty: 14545.957031
	Iteration 9Q: 3 clusters Score -3.175908e+07 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65155 members 
Mstep: Class 2 contains 78368 members 
Entering Unmasked Estep 
Score: -31760164.000000 Penalty: 14545.957031
	Iteration 10Q: 3 clusters Score -3.176016e+07 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62817 members 
Mstep: Class 2 contains 80706 members 
Entering Unmasked Estep 
Score: -31761526.000000 Penalty: 14545.957031
	Iteration 11Q: 3 clusters Score -3.176153e+07 nChanged 4854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59687 members 
Mstep: Class 2 contains 83836 members 
Entering Unmasked Estep 
Score: -31763254.000000 Penalty: 14545.957031
	Iteration 12Q: 3 clusters Score -3.176325e+07 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55679 members 
Mstep: Class 2 contains 87844 members 
Entering Unmasked Estep 
Score: -31765376.000000 Penalty: 14545.957031
	Iteration 13Q: 3 clusters Score -3.176538e+07 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50670 members 
Mstep: Class 2 contains 92853 members 
Entering Unmasked Estep 
Score: -31767950.000000 Penalty: 14545.957031
	Iteration 14Q: 3 clusters Score -3.176795e+07 nChanged 6372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44814 members 
Mstep: Class 2 contains 98709 members 
Entering Unmasked Estep 
Score: -31771466.000000 Penalty: 14545.957031
	Iteration 15Q: 3 clusters Score -3.177147e+07 nChanged 7110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37996 members 
Mstep: Class 2 contains 105527 members 
Entering Unmasked Estep 
Score: -31775564.000000 Penalty: 14545.957031
	Iteration 16Q: 3 clusters Score -3.177556e+07 nChanged 7445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30699 members 
Mstep: Class 2 contains 112824 members 
Entering Unmasked Estep 
Score: -31780624.000000 Penalty: 14545.957031
	Iteration 17F: 3 clusters Score -3.178062e+07 nChanged 7402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 120172 members 
Entering Unmasked Estep 
Score: -31786088.000000 Penalty: 14545.957031
	Iteration 18F: 3 clusters Score -3.178609e+07 nChanged 6648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 126788 members 
Entering Unmasked Estep 
Score: -31790978.000000 Penalty: 14545.957031
	Iteration 19Q: 3 clusters Score -3.179098e+07 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 132188 members 
Entering Unmasked Estep 
Score: -31795464.000000 Penalty: 14545.957031
	Iteration 20F: 3 clusters Score -3.179546e+07 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 136276 members 
Entering Unmasked Estep 
Score: -31798974.000000 Penalty: 14545.957031
	Iteration 21Q: 3 clusters Score -3.179897e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 139029 members 
Entering Unmasked Estep 
Score: -31801214.000000 Penalty: 14545.957031
	Iteration 22Q: 3 clusters Score -3.180121e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 140693 members 
Entering Unmasked Estep 
Score: -31802610.000000 Penalty: 14545.957031
	Iteration 23Q: 3 clusters Score -3.180261e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 141615 members 
Entering Unmasked Estep 
Score: -31803410.000000 Penalty: 14545.957031
	Iteration 24Q: 3 clusters Score -3.180341e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 142119 members 
Entering Unmasked Estep 
Score: -31803886.000000 Penalty: 14545.957031
	Iteration 25Q: 3 clusters Score -3.180389e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 142356 members 
Entering Unmasked Estep 
Score: -31804088.000000 Penalty: 14545.957031
	Iteration 26Q: 3 clusters Score -3.180409e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 142494 members 
Entering Unmasked Estep 
Score: -31804240.000000 Penalty: 14545.957031
	Iteration 27Q: 3 clusters Score -3.180424e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 142568 members 
Entering Unmasked Estep 
Score: -31804286.000000 Penalty: 14545.957031
	Iteration 28Q: 3 clusters Score -3.180429e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 142608 members 
Entering Unmasked Estep 
Score: -31804300.000000 Penalty: 14545.957031
	Iteration 29Q: 3 clusters Score -3.18043e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 142636 members 
Entering Unmasked Estep 
Score: -31804374.000000 Penalty: 14545.957031
	Iteration 30Q: 3 clusters Score -3.180437e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 142652 members 
Entering Unmasked Estep 
Score: -31804372.000000 Penalty: 14545.957031
	Iteration 31Q: 3 clusters Score -3.180437e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 142678 members 
Entering Unmasked Estep 
Score: -31804364.000000 Penalty: 14545.957031
	Iteration 32Q: 3 clusters Score -3.180436e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 142694 members 
Entering Unmasked Estep 
Score: -31804382.000000 Penalty: 14545.957031
	Iteration 33Q: 3 clusters Score -3.180438e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 142703 members 
Entering Unmasked Estep 
Score: -31804392.000000 Penalty: 14545.957031
	Iteration 34Q: 3 clusters Score -3.180439e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 142713 members 
Entering Unmasked Estep 
Score: -31804412.000000 Penalty: 14545.957031
	Iteration 35Q: 3 clusters Score -3.180441e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 142724 members 
Entering Unmasked Estep 
Score: -31804428.000000 Penalty: 14545.957031
	Iteration 36Q: 3 clusters Score -3.180443e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 142733 members 
Entering Unmasked Estep 
Score: -31804456.000000 Penalty: 14545.957031
	Iteration 37Q: 3 clusters Score -3.180446e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 142742 members 
Entering Unmasked Estep 
Score: -31804446.000000 Penalty: 14545.957031
	Iteration 38Q: 3 clusters Score -3.180445e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 142746 members 
Entering Unmasked Estep 
Score: -31804460.000000 Penalty: 14545.957031
	Iteration 39Q: 3 clusters Score -3.180446e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 142752 members 
Entering Unmasked Estep 
Score: -31804508.000000 Penalty: 14545.957031
	Iteration 40F: 3 clusters Score -3.180451e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 142756 members 
Entering Unmasked Estep 
Score: -31804480.000000 Penalty: 14545.957031
	Iteration 41Q: 3 clusters Score -3.180448e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 142755 members 
Entering Unmasked Estep 
Score: -31804484.000000 Penalty: 14545.957031
	Iteration 42Q: 3 clusters Score -3.180448e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 142756 members 
Entering Unmasked Estep 
Score: -31804470.000000 Penalty: 14545.957031
	Iteration 43Q: 3 clusters Score -3.180447e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 142757 members 
Entering Unmasked Estep 
Score: -31804478.000000 Penalty: 14545.957031
	Iteration 44Q: 3 clusters Score -3.180448e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 142756 members 
Entering Unmasked Estep 
Score: -31804488.000000 Penalty: 14545.957031
	Iteration 45Q: 3 clusters Score -3.180449e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 142756 members 
Entering Unmasked Estep 
Score: -31804488.000000 Penalty: 14545.957031
	Iteration 46F: 3 clusters Score -3.180449e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Entering Unmasked Estep 
Score: -2252961.000000 Penalty: 5670.575684
	Iteration 0F: 2 clusters Score -2252961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -2242446.750000 Penalty: 11341.151367
	Iteration 0F: 3 clusters Score -2242447 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -2244820.750000 Penalty: 11341.151367
	Iteration 1F: 3 clusters Score -2244821 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -2245365.250000 Penalty: 11341.151367
	Iteration 2F: 3 clusters Score -2245365 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -2245767.250000 Penalty: 11341.151367
	Iteration 3F: 3 clusters Score -2245767 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -2246191.500000 Penalty: 11341.151367
	Iteration 4Q: 3 clusters Score -2246192 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -2246645.500000 Penalty: 11341.151367
	Iteration 5Q: 3 clusters Score -2246646 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -2247025.000000 Penalty: 11341.151367
	Iteration 6Q: 3 clusters Score -2247025 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -2247349.000000 Penalty: 11341.151367
	Iteration 7Q: 3 clusters Score -2247349 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -2247589.500000 Penalty: 11341.151367
	Iteration 8Q: 3 clusters Score -2247590 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -2247805.000000 Penalty: 11341.151367
	Iteration 9Q: 3 clusters Score -2247805 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -2247984.500000 Penalty: 11341.151367
	Iteration 10Q: 3 clusters Score -2247984 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -2248171.500000 Penalty: 11341.151367
	Iteration 11Q: 3 clusters Score -2248172 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -2248343.750000 Penalty: 11341.151367
	Iteration 12Q: 3 clusters Score -2248344 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -2248512.250000 Penalty: 11341.151367
	Iteration 13Q: 3 clusters Score -2248512 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -2248679.500000 Penalty: 11341.151367
	Iteration 14Q: 3 clusters Score -2248680 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -2248836.750000 Penalty: 11341.151367
	Iteration 15Q: 3 clusters Score -2248837 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -2249000.750000 Penalty: 11341.151367
	Iteration 16Q: 3 clusters Score -2249001 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -2249146.750000 Penalty: 11341.151367
	Iteration 17Q: 3 clusters Score -2249147 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -2249274.250000 Penalty: 11341.151367
	Iteration 18Q: 3 clusters Score -2249274 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -2249388.000000 Penalty: 11341.151367
	Iteration 19Q: 3 clusters Score -2249388 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -2249491.500000 Penalty: 11341.151367
	Iteration 20F: 3 clusters Score -2249492 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -2249574.500000 Penalty: 11341.151367
	Iteration 21Q: 3 clusters Score -2249574 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -2249632.000000 Penalty: 11341.151367
	Iteration 22Q: 3 clusters Score -2249632 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -2249674.250000 Penalty: 11341.151367
	Iteration 23Q: 3 clusters Score -2249674 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -2249712.500000 Penalty: 11341.151367
	Iteration 24Q: 3 clusters Score -2249712 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -2249756.000000 Penalty: 11341.151367
	Iteration 25Q: 3 clusters Score -2249756 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -2249793.000000 Penalty: 11341.151367
	Iteration 26Q: 3 clusters Score -2249793 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -2249822.500000 Penalty: 11341.151367
	Iteration 27Q: 3 clusters Score -2249822 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -2249852.500000 Penalty: 11341.151367
	Iteration 28Q: 3 clusters Score -2249852 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -2249873.500000 Penalty: 11341.151367
	Iteration 29Q: 3 clusters Score -2249874 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -2249890.750000 Penalty: 11341.151367
	Iteration 30Q: 3 clusters Score -2249891 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -2249922.250000 Penalty: 11341.151367
	Iteration 31Q: 3 clusters Score -2249922 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -2249937.500000 Penalty: 11341.151367
	Iteration 32Q: 3 clusters Score -2249938 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -2249961.500000 Penalty: 11341.151367
	Iteration 33Q: 3 clusters Score -2249962 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -2249976.000000 Penalty: 11341.151367
	Iteration 34Q: 3 clusters Score -2249976 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -2249980.000000 Penalty: 11341.151367
	Iteration 35Q: 3 clusters Score -2249980 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -2249995.250000 Penalty: 11341.151367
	Iteration 36Q: 3 clusters Score -2249995 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -2250001.750000 Penalty: 11341.151367
	Iteration 37Q: 3 clusters Score -2250002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -2250013.000000 Penalty: 11341.151367
	Iteration 38Q: 3 clusters Score -2250013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -2250012.750000 Penalty: 11341.151367
	Iteration 39Q: 3 clusters Score -2250013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -2250020.750000 Penalty: 11341.151367
	Iteration 40F: 3 clusters Score -2250021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -2250021.750000 Penalty: 11341.151367
	Iteration 41Q: 3 clusters Score -2250022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -2250021.250000 Penalty: 11341.151367
	Iteration 42Q: 3 clusters Score -2250021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -2250022.750000 Penalty: 11341.151367
	Iteration 43Q: 3 clusters Score -2250023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -2250030.000000 Penalty: 11341.151367
	Iteration 44Q: 3 clusters Score -2250030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -2250028.750000 Penalty: 11341.151367
	Iteration 45Q: 3 clusters Score -2250029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -2250021.750000 Penalty: 11341.151367
	Iteration 46Q: 3 clusters Score -2250022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -2250028.250000 Penalty: 11341.151367
	Iteration 47Q: 3 clusters Score -2250028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -2250029.500000 Penalty: 11341.151367
	Iteration 48Q: 3 clusters Score -2250030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -2250031.000000 Penalty: 11341.151367
	Iteration 49Q: 3 clusters Score -2250031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -2250033.500000 Penalty: 11341.151367
	Iteration 50Q: 3 clusters Score -2250034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -2250034.000000 Penalty: 11341.151367
	Iteration 51Q: 3 clusters Score -2250034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -2250034.000000 Penalty: 11341.151367
	Iteration 52Q: 3 clusters Score -2250034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -2250035.000000 Penalty: 11341.151367
	Iteration 53Q: 3 clusters Score -2250035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -2250035.500000 Penalty: 11341.151367
	Iteration 54Q: 3 clusters Score -2250036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -2250036.500000 Penalty: 11341.151367
	Iteration 55Q: 3 clusters Score -2250036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -2250036.500000 Penalty: 11341.151367
	Iteration 56F: 3 clusters Score -2250036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Entering Unmasked Estep 
Score: -181479.703125 Penalty: 4200.871094
	Iteration 0F: 2 clusters Score -181479.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -177683.875000 Penalty: 8401.742188
	Iteration 0F: 3 clusters Score -177683.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -178169.187500 Penalty: 8401.742188
	Iteration 1F: 3 clusters Score -178169.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -178323.171875 Penalty: 8401.742188
	Iteration 2F: 3 clusters Score -178323.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -178462.375000 Penalty: 8401.742188
	Iteration 3Q: 3 clusters Score -178462.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -178594.671875 Penalty: 8401.742188
	Iteration 4Q: 3 clusters Score -178594.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -178783.546875 Penalty: 8401.742188
	Iteration 5Q: 3 clusters Score -178783.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -178930.250000 Penalty: 8401.742188
	Iteration 6Q: 3 clusters Score -178930.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -179061.609375 Penalty: 8401.742188
	Iteration 7Q: 3 clusters Score -179061.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -179190.718750 Penalty: 8401.742188
	Iteration 8Q: 3 clusters Score -179190.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -179255.046875 Penalty: 8401.742188
	Iteration 9Q: 3 clusters Score -179255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -179274.093750 Penalty: 8401.742188
	Iteration 10Q: 3 clusters Score -179274.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -179289.015625 Penalty: 8401.742188
	Iteration 11Q: 3 clusters Score -179289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -179293.500000 Penalty: 8401.742188
	Iteration 12Q: 3 clusters Score -179293.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -179298.750000 Penalty: 8401.742188
	Iteration 13Q: 3 clusters Score -179298.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -179304.406250 Penalty: 8401.742188
	Iteration 14Q: 3 clusters Score -179304.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -179304.406250 Penalty: 8401.742188
	Iteration 15F: 3 clusters Score -179304.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (68718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68718 members 
Entering Unmasked Estep 
Score: -15361177.000000 Penalty: 6821.882324
	Iteration 0F: 2 clusters Score -1.536118e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34436 members 
Mstep: Class 2 contains 34282 members 
Entering Unmasked Estep 
Score: -15313521.000000 Penalty: 13643.764648
	Iteration 0F: 3 clusters Score -1.531352e+07 nChanged 30721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 34429 members 
Entering Unmasked Estep 
Score: -15330089.000000 Penalty: 13643.764648
	Iteration 1F: 3 clusters Score -1.533009e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34176 members 
Mstep: Class 2 contains 34542 members 
Entering Unmasked Estep 
Score: -15331315.000000 Penalty: 13643.764648
	Iteration 2Q: 3 clusters Score -1.533132e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33986 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -15332424.000000 Penalty: 13643.764648
	Iteration 3Q: 3 clusters Score -1.533242e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33874 members 
Mstep: Class 2 contains 34844 members 
Entering Unmasked Estep 
Score: -15333679.000000 Penalty: 13643.764648
	Iteration 4Q: 3 clusters Score -1.533368e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33910 members 
Mstep: Class 2 contains 34808 members 
Entering Unmasked Estep 
Score: -15334822.000000 Penalty: 13643.764648
	Iteration 5Q: 3 clusters Score -1.533482e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34072 members 
Mstep: Class 2 contains 34646 members 
Entering Unmasked Estep 
Score: -15335978.000000 Penalty: 13643.764648
	Iteration 6Q: 3 clusters Score -1.533598e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34407 members 
Mstep: Class 2 contains 34311 members 
Entering Unmasked Estep 
Score: -15337188.000000 Penalty: 13643.764648
	Iteration 7Q: 3 clusters Score -1.533719e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 33800 members 
Entering Unmasked Estep 
Score: -15338250.000000 Penalty: 13643.764648
	Iteration 8Q: 3 clusters Score -1.533825e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35505 members 
Mstep: Class 2 contains 33213 members 
Entering Unmasked Estep 
Score: -15339303.000000 Penalty: 13643.764648
	Iteration 9Q: 3 clusters Score -1.53393e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36173 members 
Mstep: Class 2 contains 32545 members 
Entering Unmasked Estep 
Score: -15340280.000000 Penalty: 13643.764648
	Iteration 10Q: 3 clusters Score -1.534028e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36931 members 
Mstep: Class 2 contains 31787 members 
Entering Unmasked Estep 
Score: -15341255.000000 Penalty: 13643.764648
	Iteration 11Q: 3 clusters Score -1.534126e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37812 members 
Mstep: Class 2 contains 30906 members 
Entering Unmasked Estep 
Score: -15342074.000000 Penalty: 13643.764648
	Iteration 12Q: 3 clusters Score -1.534207e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38858 members 
Mstep: Class 2 contains 29860 members 
Entering Unmasked Estep 
Score: -15342798.000000 Penalty: 13643.764648
	Iteration 13Q: 3 clusters Score -1.53428e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40086 members 
Mstep: Class 2 contains 28632 members 
Entering Unmasked Estep 
Score: -15343500.000000 Penalty: 13643.764648
	Iteration 14Q: 3 clusters Score -1.53435e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41431 members 
Mstep: Class 2 contains 27287 members 
Entering Unmasked Estep 
Score: -15344088.000000 Penalty: 13643.764648
	Iteration 15Q: 3 clusters Score -1.534409e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42921 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -15344756.000000 Penalty: 13643.764648
	Iteration 16Q: 3 clusters Score -1.534476e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44570 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -15345364.000000 Penalty: 13643.764648
	Iteration 17Q: 3 clusters Score -1.534536e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46408 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -15346122.000000 Penalty: 13643.764648
	Iteration 18Q: 3 clusters Score -1.534612e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48431 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -15346967.000000 Penalty: 13643.764648
	Iteration 19Q: 3 clusters Score -1.534697e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50639 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -15348117.000000 Penalty: 13643.764648
	Iteration 20F: 3 clusters Score -1.534812e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53017 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -15349371.000000 Penalty: 13643.764648
	Iteration 21Q: 3 clusters Score -1.534937e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55468 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -15350786.000000 Penalty: 13643.764648
	Iteration 22Q: 3 clusters Score -1.535079e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57783 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -15352508.000000 Penalty: 13643.764648
	Iteration 23Q: 3 clusters Score -1.535251e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59738 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -15353970.000000 Penalty: 13643.764648
	Iteration 24Q: 3 clusters Score -1.535397e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61251 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -15355356.000000 Penalty: 13643.764648
	Iteration 25Q: 3 clusters Score -1.535536e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62356 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -15356369.000000 Penalty: 13643.764648
	Iteration 26Q: 3 clusters Score -1.535637e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63068 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -15356927.000000 Penalty: 13643.764648
	Iteration 27Q: 3 clusters Score -1.535693e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63559 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -15357268.000000 Penalty: 13643.764648
	Iteration 28Q: 3 clusters Score -1.535727e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63902 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -15357466.000000 Penalty: 13643.764648
	Iteration 29Q: 3 clusters Score -1.535747e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64153 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -15357586.000000 Penalty: 13643.764648
	Iteration 30Q: 3 clusters Score -1.535759e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64352 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -15357641.000000 Penalty: 13643.764648
	Iteration 31Q: 3 clusters Score -1.535764e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64499 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -15357693.000000 Penalty: 13643.764648
	Iteration 32Q: 3 clusters Score -1.535769e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64631 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -15357761.000000 Penalty: 13643.764648
	Iteration 33Q: 3 clusters Score -1.535776e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64753 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -15357803.000000 Penalty: 13643.764648
	Iteration 34Q: 3 clusters Score -1.53578e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64863 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -15357851.000000 Penalty: 13643.764648
	Iteration 35Q: 3 clusters Score -1.535785e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64960 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -15357909.000000 Penalty: 13643.764648
	Iteration 36Q: 3 clusters Score -1.535791e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65041 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -15357935.000000 Penalty: 13643.764648
	Iteration 37Q: 3 clusters Score -1.535794e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65123 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -15357976.000000 Penalty: 13643.764648
	Iteration 38Q: 3 clusters Score -1.535798e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65201 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -15358013.000000 Penalty: 13643.764648
	Iteration 39Q: 3 clusters Score -1.535801e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65290 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -15358093.000000 Penalty: 13643.764648
	Iteration 40F: 3 clusters Score -1.535809e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65386 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -15358140.000000 Penalty: 13643.764648
	Iteration 41Q: 3 clusters Score -1.535814e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65471 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -15358161.000000 Penalty: 13643.764648
	Iteration 42Q: 3 clusters Score -1.535816e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65552 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -15358202.000000 Penalty: 13643.764648
	Iteration 43Q: 3 clusters Score -1.53582e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65622 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -15358228.000000 Penalty: 13643.764648
	Iteration 44Q: 3 clusters Score -1.535823e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65702 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -15358305.000000 Penalty: 13643.764648
	Iteration 45Q: 3 clusters Score -1.53583e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65785 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -15358329.000000 Penalty: 13643.764648
	Iteration 46Q: 3 clusters Score -1.535833e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65852 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -15358383.000000 Penalty: 13643.764648
	Iteration 47Q: 3 clusters Score -1.535838e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65901 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -15358418.000000 Penalty: 13643.764648
	Iteration 48Q: 3 clusters Score -1.535842e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65944 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -15358441.000000 Penalty: 13643.764648
	Iteration 49Q: 3 clusters Score -1.535844e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65977 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -15358475.000000 Penalty: 13643.764648
	Iteration 50Q: 3 clusters Score -1.535848e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66001 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -15358486.000000 Penalty: 13643.764648
	Iteration 51Q: 3 clusters Score -1.535849e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66018 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -15358490.000000 Penalty: 13643.764648
	Iteration 52Q: 3 clusters Score -1.535849e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66026 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -15358497.000000 Penalty: 13643.764648
	Iteration 53Q: 3 clusters Score -1.53585e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66034 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -15358512.000000 Penalty: 13643.764648
	Iteration 54Q: 3 clusters Score -1.535851e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66041 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -15358536.000000 Penalty: 13643.764648
	Iteration 55Q: 3 clusters Score -1.535854e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66041 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -15358533.000000 Penalty: 13643.764648
	Iteration 56Q: 3 clusters Score -1.535853e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66042 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -15358534.000000 Penalty: 13643.764648
	Iteration 57Q: 3 clusters Score -1.535853e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66043 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -15358535.000000 Penalty: 13643.764648
	Iteration 58Q: 3 clusters Score -1.535854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66046 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -15358534.000000 Penalty: 13643.764648
	Iteration 59Q: 3 clusters Score -1.535853e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66048 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -15358536.000000 Penalty: 13643.764648
	Iteration 60F: 3 clusters Score -1.535854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66048 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -15358537.000000 Penalty: 13643.764648
	Iteration 61Q: 3 clusters Score -1.535854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66048 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -15358538.000000 Penalty: 13643.764648
	Iteration 62Q: 3 clusters Score -1.535854e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66049 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -15358525.000000 Penalty: 13643.764648
	Iteration 63Q: 3 clusters Score -1.535852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66050 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -15358533.000000 Penalty: 13643.764648
	Iteration 64Q: 3 clusters Score -1.535853e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66050 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -15358533.000000 Penalty: 13643.764648
	Iteration 65F: 3 clusters Score -1.535853e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -356194.312500 Penalty: 4566.370117
	Iteration 0F: 2 clusters Score -356194.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -351681.343750 Penalty: 9132.740234
	Iteration 0F: 3 clusters Score -351681.3 nChanged 403
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: -352261.562500 Penalty: 9132.740234
	Iteration 1F: 3 clusters Score -352261.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -352452.062500 Penalty: 9132.740234
	Iteration 2F: 3 clusters Score -352452.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -352551.968750 Penalty: 9132.740234
	Iteration 3Q: 3 clusters Score -352552 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -352671.062500 Penalty: 9132.740234
	Iteration 4Q: 3 clusters Score -352671.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -352722.031250 Penalty: 9132.740234
	Iteration 5Q: 3 clusters Score -352722 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -352749.531250 Penalty: 9132.740234
	Iteration 6Q: 3 clusters Score -352749.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -352765.187500 Penalty: 9132.740234
	Iteration 7Q: 3 clusters Score -352765.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -352783.312500 Penalty: 9132.740234
	Iteration 8Q: 3 clusters Score -352783.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -352797.750000 Penalty: 9132.740234
	Iteration 9Q: 3 clusters Score -352797.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -352812.218750 Penalty: 9132.740234
	Iteration 10Q: 3 clusters Score -352812.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -352823.437500 Penalty: 9132.740234
	Iteration 11Q: 3 clusters Score -352823.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -352830.625000 Penalty: 9132.740234
	Iteration 12Q: 3 clusters Score -352830.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -352839.781250 Penalty: 9132.740234
	Iteration 13Q: 3 clusters Score -352839.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -352847.093750 Penalty: 9132.740234
	Iteration 14Q: 3 clusters Score -352847.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -352860.156250 Penalty: 9132.740234
	Iteration 15Q: 3 clusters Score -352860.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -352865.906250 Penalty: 9132.740234
	Iteration 16Q: 3 clusters Score -352865.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -352876.125000 Penalty: 9132.740234
	Iteration 17Q: 3 clusters Score -352876.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -352879.937500 Penalty: 9132.740234
	Iteration 18Q: 3 clusters Score -352879.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -352883.406250 Penalty: 9132.740234
	Iteration 19Q: 3 clusters Score -352883.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -352885.500000 Penalty: 9132.740234
	Iteration 20F: 3 clusters Score -352885.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -352886.062500 Penalty: 9132.740234
	Iteration 21Q: 3 clusters Score -352886.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -352886.062500 Penalty: 9132.740234
	Iteration 22F: 3 clusters Score -352886.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Entering Unmasked Estep 
Score: -269829.468750 Penalty: 4420.684082
	Iteration 0F: 2 clusters Score -269829.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -265536.312500 Penalty: 8841.368164
	Iteration 0F: 3 clusters Score -265536.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -266474.625000 Penalty: 8841.368164
	Iteration 1F: 3 clusters Score -266474.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -267191.625000 Penalty: 8841.368164
	Iteration 2F: 3 clusters Score -267191.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -267927.937500 Penalty: 8841.368164
	Iteration 3F: 3 clusters Score -267927.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -268463.937500 Penalty: 8841.368164
	Iteration 4F: 3 clusters Score -268463.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -268751.500000 Penalty: 8841.368164
	Iteration 5F: 3 clusters Score -268751.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -268953.968750 Penalty: 8841.368164
	Iteration 6Q: 3 clusters Score -268954 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -269244.218750 Penalty: 8841.368164
	Iteration 7Q: 3 clusters Score -269244.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -269606.343750 Penalty: 8841.368164
	Iteration 8Q: 3 clusters Score -269606.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -269924.156250 Penalty: 8841.368164
	Iteration 9Q: 3 clusters Score -269924.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -270011.843750 Penalty: 8841.368164
	Iteration 10Q: 3 clusters Score -270011.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -270092.875000 Penalty: 8841.368164
	Iteration 11Q: 3 clusters Score -270092.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -270179.718750 Penalty: 8841.368164
	Iteration 12Q: 3 clusters Score -270179.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -270218.687500 Penalty: 8841.368164
	Iteration 13Q: 3 clusters Score -270218.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -270230.875000 Penalty: 8841.368164
	Iteration 14Q: 3 clusters Score -270230.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -270234.406250 Penalty: 8841.368164
	Iteration 15Q: 3 clusters Score -270234.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -270234.406250 Penalty: 8841.368164
	Iteration 16F: 3 clusters Score -270234.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 28804 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10930 members 
Mstep: Class 5 contains 5469 members 
Mstep: Class 6 contains 12299 members 
Mstep: Class 7 contains 18077 members 
Mstep: Class 8 contains 143523 members 
Mstep: Class 9 contains 10489 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68718 members 
Mstep: Class 12 contains 1729 members 
Mstep: Class 13 contains 826 members 
Mstep: Class 14 contains 62592 members 
Mstep: Class 15 contains 15795 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20200 members 
Mstep: Class 18 contains 53662 members 
Mstep: Class 19 contains 16849 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44135 members 
Mstep: Class 22 contains 5972 members 
Mstep: Class 23 contains 29051 members 
Mstep: Class 24 contains 13303 members 
Mstep: Class 25 contains 31083 members 
Mstep: Class 26 contains 35620 members 
Mstep: Class 27 contains 67350 members 
Mstep: Class 28 contains 537 members 
Entering Unmasked Estep 
Score: -157293408.000000 Penalty: 231244.984375
Splitting cluster 13 changes total score from -157296768.000000 to -157293408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (62592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62592 members 
Entering Unmasked Estep 
Score: -14053012.000000 Penalty: 6764.690430
	Iteration 0F: 2 clusters Score -1.405301e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31514 members 
Mstep: Class 2 contains 31078 members 
Entering Unmasked Estep 
Score: -14009160.000000 Penalty: 13529.380859
	Iteration 0F: 3 clusters Score -1.400916e+07 nChanged 27895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32657 members 
Mstep: Class 2 contains 29935 members 
Entering Unmasked Estep 
Score: -14024424.000000 Penalty: 13529.380859
	Iteration 1F: 3 clusters Score -1.402442e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33420 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -14025485.000000 Penalty: 13529.380859
	Iteration 2Q: 3 clusters Score -1.402548e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34345 members 
Mstep: Class 2 contains 28247 members 
Entering Unmasked Estep 
Score: -14026407.000000 Penalty: 13529.380859
	Iteration 3Q: 3 clusters Score -1.402641e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35503 members 
Mstep: Class 2 contains 27089 members 
Entering Unmasked Estep 
Score: -14027087.000000 Penalty: 13529.380859
	Iteration 4Q: 3 clusters Score -1.402709e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37004 members 
Mstep: Class 2 contains 25588 members 
Entering Unmasked Estep 
Score: -14028024.000000 Penalty: 13529.380859
	Iteration 5Q: 3 clusters Score -1.402802e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38909 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -14029106.000000 Penalty: 13529.380859
	Iteration 6Q: 3 clusters Score -1.402911e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41378 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -14030721.000000 Penalty: 13529.380859
	Iteration 7Q: 3 clusters Score -1.403072e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44343 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -14032754.000000 Penalty: 13529.380859
	Iteration 8F: 3 clusters Score -1.403275e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47868 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -14035381.000000 Penalty: 13529.380859
	Iteration 9F: 3 clusters Score -1.403538e+07 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51733 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -14038542.000000 Penalty: 13529.380859
	Iteration 10F: 3 clusters Score -1.403854e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55256 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -14041608.000000 Penalty: 13529.380859
	Iteration 11F: 3 clusters Score -1.404161e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57963 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -14044008.000000 Penalty: 13529.380859
	Iteration 12Q: 3 clusters Score -1.404401e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59673 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -14045422.000000 Penalty: 13529.380859
	Iteration 13Q: 3 clusters Score -1.404542e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60595 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -14046264.000000 Penalty: 13529.380859
	Iteration 14Q: 3 clusters Score -1.404626e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61065 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -14046708.000000 Penalty: 13529.380859
	Iteration 15Q: 3 clusters Score -1.404671e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61302 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -14046918.000000 Penalty: 13529.380859
	Iteration 16Q: 3 clusters Score -1.404692e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61432 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -14047054.000000 Penalty: 13529.380859
	Iteration 17Q: 3 clusters Score -1.404705e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61520 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -14047093.000000 Penalty: 13529.380859
	Iteration 18Q: 3 clusters Score -1.404709e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61561 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -14047109.000000 Penalty: 13529.380859
	Iteration 19Q: 3 clusters Score -1.404711e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61589 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -14047137.000000 Penalty: 13529.380859
	Iteration 20F: 3 clusters Score -1.404714e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61614 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -14047151.000000 Penalty: 13529.380859
	Iteration 21Q: 3 clusters Score -1.404715e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61635 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -14047175.000000 Penalty: 13529.380859
	Iteration 22Q: 3 clusters Score -1.404718e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61653 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -14047195.000000 Penalty: 13529.380859
	Iteration 23Q: 3 clusters Score -1.40472e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61669 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -14047204.000000 Penalty: 13529.380859
	Iteration 24Q: 3 clusters Score -1.40472e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61678 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -14047211.000000 Penalty: 13529.380859
	Iteration 25Q: 3 clusters Score -1.404721e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61686 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -14047242.000000 Penalty: 13529.380859
	Iteration 26Q: 3 clusters Score -1.404724e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61695 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -14047261.000000 Penalty: 13529.380859
	Iteration 27Q: 3 clusters Score -1.404726e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61708 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -14047282.000000 Penalty: 13529.380859
	Iteration 28Q: 3 clusters Score -1.404728e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61712 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -14047283.000000 Penalty: 13529.380859
	Iteration 29Q: 3 clusters Score -1.404728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61715 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -14047277.000000 Penalty: 13529.380859
	Iteration 30Q: 3 clusters Score -1.404728e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61718 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -14047278.000000 Penalty: 13529.380859
	Iteration 31Q: 3 clusters Score -1.404728e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61721 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -14047297.000000 Penalty: 13529.380859
	Iteration 32Q: 3 clusters Score -1.40473e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61724 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -14047301.000000 Penalty: 13529.380859
	Iteration 33Q: 3 clusters Score -1.40473e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61725 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -14047299.000000 Penalty: 13529.380859
	Iteration 34Q: 3 clusters Score -1.40473e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61728 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -14047310.000000 Penalty: 13529.380859
	Iteration 35Q: 3 clusters Score -1.404731e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61729 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -14047309.000000 Penalty: 13529.380859
	Iteration 36Q: 3 clusters Score -1.404731e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61731 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -14047315.000000 Penalty: 13529.380859
	Iteration 37Q: 3 clusters Score -1.404732e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61734 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -14047313.000000 Penalty: 13529.380859
	Iteration 38Q: 3 clusters Score -1.404731e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61736 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -14047316.000000 Penalty: 13529.380859
	Iteration 39Q: 3 clusters Score -1.404732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61737 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -14047321.000000 Penalty: 13529.380859
	Iteration 40F: 3 clusters Score -1.404732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61735 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -14047320.000000 Penalty: 13529.380859
	Iteration 41Q: 3 clusters Score -1.404732e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61738 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -14047317.000000 Penalty: 13529.380859
	Iteration 42Q: 3 clusters Score -1.404732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61739 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -14047316.000000 Penalty: 13529.380859
	Iteration 43Q: 3 clusters Score -1.404732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61739 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -14047326.000000 Penalty: 13529.380859
	Iteration 44Q: 3 clusters Score -1.404733e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61740 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -14047323.000000 Penalty: 13529.380859
	Iteration 45Q: 3 clusters Score -1.404732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61741 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -14047321.000000 Penalty: 13529.380859
	Iteration 46Q: 3 clusters Score -1.404732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61742 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -14047317.000000 Penalty: 13529.380859
	Iteration 47Q: 3 clusters Score -1.404732e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61742 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -14047317.000000 Penalty: 13529.380859
	Iteration 48F: 3 clusters Score -1.404732e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Entering Unmasked Estep 
Score: -3536513.250000 Penalty: 5921.312500
	Iteration 0F: 2 clusters Score -3536513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -3522568.750000 Penalty: 11842.625000
	Iteration 0F: 3 clusters Score -3522569 nChanged 6283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -3525922.000000 Penalty: 11842.625000
	Iteration 1F: 3 clusters Score -3525922 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -3526450.250000 Penalty: 11842.625000
	Iteration 2F: 3 clusters Score -3526450 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -3526803.500000 Penalty: 11842.625000
	Iteration 3Q: 3 clusters Score -3526804 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -3527054.000000 Penalty: 11842.625000
	Iteration 4Q: 3 clusters Score -3527054 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -3527282.250000 Penalty: 11842.625000
	Iteration 5Q: 3 clusters Score -3527282 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -3527453.750000 Penalty: 11842.625000
	Iteration 6Q: 3 clusters Score -3527454 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -3527617.000000 Penalty: 11842.625000
	Iteration 7Q: 3 clusters Score -3527617 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -3527771.500000 Penalty: 11842.625000
	Iteration 8Q: 3 clusters Score -3527772 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -3527940.000000 Penalty: 11842.625000
	Iteration 9Q: 3 clusters Score -3527940 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -3528105.750000 Penalty: 11842.625000
	Iteration 10Q: 3 clusters Score -3528106 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -3528288.750000 Penalty: 11842.625000
	Iteration 11Q: 3 clusters Score -3528289 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -3528527.000000 Penalty: 11842.625000
	Iteration 12Q: 3 clusters Score -3528527 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -3528782.000000 Penalty: 11842.625000
	Iteration 13Q: 3 clusters Score -3528782 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -3529101.750000 Penalty: 11842.625000
	Iteration 14Q: 3 clusters Score -3529102 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -3529453.000000 Penalty: 11842.625000
	Iteration 15Q: 3 clusters Score -3529453 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -3529864.750000 Penalty: 11842.625000
	Iteration 16Q: 3 clusters Score -3529865 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -3530279.500000 Penalty: 11842.625000
	Iteration 17Q: 3 clusters Score -3530280 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -3530797.500000 Penalty: 11842.625000
	Iteration 18Q: 3 clusters Score -3530798 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -3531317.750000 Penalty: 11842.625000
	Iteration 19Q: 3 clusters Score -3531318 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -3531584.250000 Penalty: 11842.625000
	Iteration 20F: 3 clusters Score -3531584 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -3531740.750000 Penalty: 11842.625000
	Iteration 21Q: 3 clusters Score -3531741 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -3531835.750000 Penalty: 11842.625000
	Iteration 22Q: 3 clusters Score -3531836 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -3531907.750000 Penalty: 11842.625000
	Iteration 23Q: 3 clusters Score -3531908 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -3531962.500000 Penalty: 11842.625000
	Iteration 24Q: 3 clusters Score -3531962 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -3532005.000000 Penalty: 11842.625000
	Iteration 25Q: 3 clusters Score -3532005 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -3532057.500000 Penalty: 11842.625000
	Iteration 26Q: 3 clusters Score -3532058 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -3532108.500000 Penalty: 11842.625000
	Iteration 27Q: 3 clusters Score -3532108 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -3532171.250000 Penalty: 11842.625000
	Iteration 28Q: 3 clusters Score -3532171 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -3532229.750000 Penalty: 11842.625000
	Iteration 29Q: 3 clusters Score -3532230 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -3532255.250000 Penalty: 11842.625000
	Iteration 30Q: 3 clusters Score -3532255 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -3532312.000000 Penalty: 11842.625000
	Iteration 31Q: 3 clusters Score -3532312 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -3532359.250000 Penalty: 11842.625000
	Iteration 32Q: 3 clusters Score -3532359 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -3532407.500000 Penalty: 11842.625000
	Iteration 33Q: 3 clusters Score -3532408 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -3532462.750000 Penalty: 11842.625000
	Iteration 34Q: 3 clusters Score -3532463 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -3532519.750000 Penalty: 11842.625000
	Iteration 35Q: 3 clusters Score -3532520 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -3532571.250000 Penalty: 11842.625000
	Iteration 36Q: 3 clusters Score -3532571 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -3532606.750000 Penalty: 11842.625000
	Iteration 37Q: 3 clusters Score -3532607 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -3532650.000000 Penalty: 11842.625000
	Iteration 38Q: 3 clusters Score -3532650 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -3532694.250000 Penalty: 11842.625000
	Iteration 39Q: 3 clusters Score -3532694 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -3532726.750000 Penalty: 11842.625000
	Iteration 40F: 3 clusters Score -3532727 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -3532770.500000 Penalty: 11842.625000
	Iteration 41Q: 3 clusters Score -3532770 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -3532795.500000 Penalty: 11842.625000
	Iteration 42Q: 3 clusters Score -3532796 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -3532825.500000 Penalty: 11842.625000
	Iteration 43Q: 3 clusters Score -3532826 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -3532850.250000 Penalty: 11842.625000
	Iteration 44Q: 3 clusters Score -3532850 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -3532882.250000 Penalty: 11842.625000
	Iteration 45Q: 3 clusters Score -3532882 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -3532914.500000 Penalty: 11842.625000
	Iteration 46Q: 3 clusters Score -3532914 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -3532954.250000 Penalty: 11842.625000
	Iteration 47Q: 3 clusters Score -3532954 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -3532981.000000 Penalty: 11842.625000
	Iteration 48Q: 3 clusters Score -3532981 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -3533019.750000 Penalty: 11842.625000
	Iteration 49Q: 3 clusters Score -3533020 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -3533060.750000 Penalty: 11842.625000
	Iteration 50Q: 3 clusters Score -3533061 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -3533122.500000 Penalty: 11842.625000
	Iteration 51Q: 3 clusters Score -3533122 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -3533190.500000 Penalty: 11842.625000
	Iteration 52Q: 3 clusters Score -3533190 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -3533269.750000 Penalty: 11842.625000
	Iteration 53Q: 3 clusters Score -3533270 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -3533344.750000 Penalty: 11842.625000
	Iteration 54Q: 3 clusters Score -3533345 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -3533431.750000 Penalty: 11842.625000
	Iteration 55Q: 3 clusters Score -3533432 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -3533536.000000 Penalty: 11842.625000
	Iteration 56Q: 3 clusters Score -3533536 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -3533674.500000 Penalty: 11842.625000
	Iteration 57Q: 3 clusters Score -3533674 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -3533831.750000 Penalty: 11842.625000
	Iteration 58Q: 3 clusters Score -3533832 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -3534004.250000 Penalty: 11842.625000
	Iteration 59Q: 3 clusters Score -3534004 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -3534210.500000 Penalty: 11842.625000
	Iteration 60F: 3 clusters Score -3534210 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -3534459.750000 Penalty: 11842.625000
	Iteration 61Q: 3 clusters Score -3534460 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -3534820.250000 Penalty: 11842.625000
	Iteration 62Q: 3 clusters Score -3534820 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -3535268.000000 Penalty: 11842.625000
	Iteration 63Q: 3 clusters Score -3535268 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -3535715.000000 Penalty: 11842.625000
	Iteration 64Q: 3 clusters Score -3535715 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -3536031.250000 Penalty: 11842.625000
	Iteration 65Q: 3 clusters Score -3536031 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -3536187.750000 Penalty: 11842.625000
	Iteration 66Q: 3 clusters Score -3536188 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -3536296.250000 Penalty: 11842.625000
	Iteration 67Q: 3 clusters Score -3536296 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -3536348.500000 Penalty: 11842.625000
	Iteration 68Q: 3 clusters Score -3536348 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -3536375.000000 Penalty: 11842.625000
	Iteration 69Q: 3 clusters Score -3536375 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -3536399.250000 Penalty: 11842.625000
	Iteration 70Q: 3 clusters Score -3536399 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -3536398.250000 Penalty: 11842.625000
	Iteration 71Q: 3 clusters Score -3536398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -3536403.750000 Penalty: 11842.625000
	Iteration 72Q: 3 clusters Score -3536404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -3536411.500000 Penalty: 11842.625000
	Iteration 73Q: 3 clusters Score -3536412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -3536407.500000 Penalty: 11842.625000
	Iteration 74Q: 3 clusters Score -3536408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -3536411.250000 Penalty: 11842.625000
	Iteration 75Q: 3 clusters Score -3536411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -3536411.250000 Penalty: 11842.625000
	Iteration 76Q: 3 clusters Score -3536411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -3536412.250000 Penalty: 11842.625000
	Iteration 77Q: 3 clusters Score -3536412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -3536414.750000 Penalty: 11842.625000
	Iteration 78Q: 3 clusters Score -3536415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -3536414.750000 Penalty: 11842.625000
	Iteration 79F: 3 clusters Score -3536415 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Entering Unmasked Estep 
Score: -255599.828125 Penalty: 4386.018066
	Iteration 0F: 2 clusters Score -255599.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -251397.828125 Penalty: 8772.036133
	Iteration 0F: 3 clusters Score -251397.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -252006.640625 Penalty: 8772.036133
	Iteration 1F: 3 clusters Score -252006.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -252323.187500 Penalty: 8772.036133
	Iteration 2F: 3 clusters Score -252323.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -252561.609375 Penalty: 8772.036133
	Iteration 3Q: 3 clusters Score -252561.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -252805.734375 Penalty: 8772.036133
	Iteration 4Q: 3 clusters Score -252805.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -253063.843750 Penalty: 8772.036133
	Iteration 5Q: 3 clusters Score -253063.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -253238.062500 Penalty: 8772.036133
	Iteration 6Q: 3 clusters Score -253238.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -253403.875000 Penalty: 8772.036133
	Iteration 7Q: 3 clusters Score -253403.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -253603.359375 Penalty: 8772.036133
	Iteration 8Q: 3 clusters Score -253603.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -253703.968750 Penalty: 8772.036133
	Iteration 9Q: 3 clusters Score -253704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -253770.968750 Penalty: 8772.036133
	Iteration 10Q: 3 clusters Score -253771 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -254108.843750 Penalty: 8772.036133
	Iteration 11Q: 3 clusters Score -254108.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -254435.437500 Penalty: 8772.036133
	Iteration 12Q: 3 clusters Score -254435.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -254628.890625 Penalty: 8772.036133
	Iteration 13Q: 3 clusters Score -254628.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -254796.843750 Penalty: 8772.036133
	Iteration 14Q: 3 clusters Score -254796.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -254955.843750 Penalty: 8772.036133
	Iteration 15Q: 3 clusters Score -254955.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -255063.953125 Penalty: 8772.036133
	Iteration 16Q: 3 clusters Score -255064 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -255140.796875 Penalty: 8772.036133
	Iteration 17Q: 3 clusters Score -255140.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -255191.328125 Penalty: 8772.036133
	Iteration 18Q: 3 clusters Score -255191.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -255237.437500 Penalty: 8772.036133
	Iteration 19Q: 3 clusters Score -255237.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -255273.375000 Penalty: 8772.036133
	Iteration 20F: 3 clusters Score -255273.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -255311.343750 Penalty: 8772.036133
	Iteration 21Q: 3 clusters Score -255311.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -255345.421875 Penalty: 8772.036133
	Iteration 22Q: 3 clusters Score -255345.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -255360.343750 Penalty: 8772.036133
	Iteration 23Q: 3 clusters Score -255360.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -255380.703125 Penalty: 8772.036133
	Iteration 24Q: 3 clusters Score -255380.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -255396.875000 Penalty: 8772.036133
	Iteration 25Q: 3 clusters Score -255396.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -255404.328125 Penalty: 8772.036133
	Iteration 26Q: 3 clusters Score -255404.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -255404.328125 Penalty: 8772.036133
	Iteration 27F: 3 clusters Score -255404.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (20200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Entering Unmasked Estep 
Score: -4327334.500000 Penalty: 6071.980469
	Iteration 0F: 2 clusters Score -4327334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -4310701.500000 Penalty: 12143.960938
	Iteration 0F: 3 clusters Score -4310702 nChanged 8122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -4315251.500000 Penalty: 12143.960938
	Iteration 1F: 3 clusters Score -4315252 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -4316262.000000 Penalty: 12143.960938
	Iteration 2F: 3 clusters Score -4316262 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -4317262.000000 Penalty: 12143.960938
	Iteration 3F: 3 clusters Score -4317262 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -4318274.500000 Penalty: 12143.960938
	Iteration 4F: 3 clusters Score -4318274 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -4319256.000000 Penalty: 12143.960938
	Iteration 5F: 3 clusters Score -4319256 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -4320277.000000 Penalty: 12143.960938
	Iteration 6F: 3 clusters Score -4320277 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -4321281.500000 Penalty: 12143.960938
	Iteration 7F: 3 clusters Score -4321282 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -4322223.500000 Penalty: 12143.960938
	Iteration 8F: 3 clusters Score -4322224 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -4323058.000000 Penalty: 12143.960938
	Iteration 9Q: 3 clusters Score -4323058 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -4323892.000000 Penalty: 12143.960938
	Iteration 10Q: 3 clusters Score -4323892 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -4324441.500000 Penalty: 12143.960938
	Iteration 11Q: 3 clusters Score -4324442 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -4324725.500000 Penalty: 12143.960938
	Iteration 12Q: 3 clusters Score -4324726 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -4324881.000000 Penalty: 12143.960938
	Iteration 13Q: 3 clusters Score -4324881 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -4324968.000000 Penalty: 12143.960938
	Iteration 14Q: 3 clusters Score -4324968 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -4324996.500000 Penalty: 12143.960938
	Iteration 15Q: 3 clusters Score -4324996 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -4325004.000000 Penalty: 12143.960938
	Iteration 16Q: 3 clusters Score -4325004 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -4325037.000000 Penalty: 12143.960938
	Iteration 17Q: 3 clusters Score -4325037 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -4325036.000000 Penalty: 12143.960938
	Iteration 18Q: 3 clusters Score -4325036 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -4325042.500000 Penalty: 12143.960938
	Iteration 19Q: 3 clusters Score -4325042 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -4325054.500000 Penalty: 12143.960938
	Iteration 20F: 3 clusters Score -4325054 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -4325058.500000 Penalty: 12143.960938
	Iteration 21Q: 3 clusters Score -4325058 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -4325057.500000 Penalty: 12143.960938
	Iteration 22Q: 3 clusters Score -4325058 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -4325068.500000 Penalty: 12143.960938
	Iteration 23Q: 3 clusters Score -4325068 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -4325079.500000 Penalty: 12143.960938
	Iteration 24Q: 3 clusters Score -4325080 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -4325085.000000 Penalty: 12143.960938
	Iteration 25Q: 3 clusters Score -4325085 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -4325088.000000 Penalty: 12143.960938
	Iteration 26Q: 3 clusters Score -4325088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -4325095.500000 Penalty: 12143.960938
	Iteration 27Q: 3 clusters Score -4325096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -4325098.500000 Penalty: 12143.960938
	Iteration 28Q: 3 clusters Score -4325098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -4325099.500000 Penalty: 12143.960938
	Iteration 29Q: 3 clusters Score -4325100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -4325103.500000 Penalty: 12143.960938
	Iteration 30Q: 3 clusters Score -4325104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -4325105.500000 Penalty: 12143.960938
	Iteration 31Q: 3 clusters Score -4325106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -4325112.000000 Penalty: 12143.960938
	Iteration 32Q: 3 clusters Score -4325112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -4325115.000000 Penalty: 12143.960938
	Iteration 33Q: 3 clusters Score -4325115 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -4325121.500000 Penalty: 12143.960938
	Iteration 34Q: 3 clusters Score -4325122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -4325122.000000 Penalty: 12143.960938
	Iteration 35Q: 3 clusters Score -4325122 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -4325138.000000 Penalty: 12143.960938
	Iteration 36Q: 3 clusters Score -4325138 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -4325137.000000 Penalty: 12143.960938
	Iteration 37Q: 3 clusters Score -4325137 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -4325138.500000 Penalty: 12143.960938
	Iteration 38Q: 3 clusters Score -4325138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -4325141.500000 Penalty: 12143.960938
	Iteration 39Q: 3 clusters Score -4325142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -4325136.500000 Penalty: 12143.960938
	Iteration 40F: 3 clusters Score -4325136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -4325144.500000 Penalty: 12143.960938
	Iteration 41Q: 3 clusters Score -4325144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -4325146.500000 Penalty: 12143.960938
	Iteration 42Q: 3 clusters Score -4325146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -4325148.000000 Penalty: 12143.960938
	Iteration 43Q: 3 clusters Score -4325148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -4325148.000000 Penalty: 12143.960938
	Iteration 44F: 3 clusters Score -4325148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (53662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53662 members 
Entering Unmasked Estep 
Score: -11998004.000000 Penalty: 6670.406738
	Iteration 0F: 2 clusters Score -1.1998e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26961 members 
Mstep: Class 2 contains 26701 members 
Entering Unmasked Estep 
Score: -11960121.000000 Penalty: 13340.813477
	Iteration 0F: 3 clusters Score -1.196012e+07 nChanged 23734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27597 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -11972624.000000 Penalty: 13340.813477
	Iteration 1F: 3 clusters Score -1.197262e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -11973597.000000 Penalty: 13340.813477
	Iteration 2F: 3 clusters Score -1.19736e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28640 members 
Mstep: Class 2 contains 25022 members 
Entering Unmasked Estep 
Score: -11974541.000000 Penalty: 13340.813477
	Iteration 3Q: 3 clusters Score -1.197454e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29481 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -11975599.000000 Penalty: 13340.813477
	Iteration 4Q: 3 clusters Score -1.19756e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30600 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -11976848.000000 Penalty: 13340.813477
	Iteration 5Q: 3 clusters Score -1.197685e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31994 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -11978538.000000 Penalty: 13340.813477
	Iteration 6F: 3 clusters Score -1.197854e+07 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33708 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -11980288.000000 Penalty: 13340.813477
	Iteration 7F: 3 clusters Score -1.198029e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35686 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -11982160.000000 Penalty: 13340.813477
	Iteration 8F: 3 clusters Score -1.198216e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37609 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -11984063.000000 Penalty: 13340.813477
	Iteration 9F: 3 clusters Score -1.198406e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39468 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -11985763.000000 Penalty: 13340.813477
	Iteration 10Q: 3 clusters Score -1.198576e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41050 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -11987364.000000 Penalty: 13340.813477
	Iteration 11Q: 3 clusters Score -1.198736e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42289 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -11988893.000000 Penalty: 13340.813477
	Iteration 12Q: 3 clusters Score -1.198889e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43246 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -11990201.000000 Penalty: 13340.813477
	Iteration 13Q: 3 clusters Score -1.19902e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43933 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -11991068.000000 Penalty: 13340.813477
	Iteration 14Q: 3 clusters Score -1.199107e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44480 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -11991539.000000 Penalty: 13340.813477
	Iteration 15Q: 3 clusters Score -1.199154e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44896 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -11991859.000000 Penalty: 13340.813477
	Iteration 16Q: 3 clusters Score -1.199186e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45253 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -11992018.000000 Penalty: 13340.813477
	Iteration 17Q: 3 clusters Score -1.199202e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45536 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -11992165.000000 Penalty: 13340.813477
	Iteration 18Q: 3 clusters Score -1.199216e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45805 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -11992287.000000 Penalty: 13340.813477
	Iteration 19Q: 3 clusters Score -1.199229e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46049 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -11992426.000000 Penalty: 13340.813477
	Iteration 20F: 3 clusters Score -1.199243e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46260 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -11992516.000000 Penalty: 13340.813477
	Iteration 21Q: 3 clusters Score -1.199252e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46469 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -11992614.000000 Penalty: 13340.813477
	Iteration 22Q: 3 clusters Score -1.199261e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46653 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -11992676.000000 Penalty: 13340.813477
	Iteration 23Q: 3 clusters Score -1.199268e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46823 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -11992733.000000 Penalty: 13340.813477
	Iteration 24Q: 3 clusters Score -1.199273e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46961 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -11992765.000000 Penalty: 13340.813477
	Iteration 25Q: 3 clusters Score -1.199276e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47087 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -11992826.000000 Penalty: 13340.813477
	Iteration 26Q: 3 clusters Score -1.199283e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47195 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -11992872.000000 Penalty: 13340.813477
	Iteration 27Q: 3 clusters Score -1.199287e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47292 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -11992905.000000 Penalty: 13340.813477
	Iteration 28Q: 3 clusters Score -1.19929e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47383 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -11992938.000000 Penalty: 13340.813477
	Iteration 29Q: 3 clusters Score -1.199294e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47477 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -11992964.000000 Penalty: 13340.813477
	Iteration 30Q: 3 clusters Score -1.199296e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47562 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -11993004.000000 Penalty: 13340.813477
	Iteration 31Q: 3 clusters Score -1.1993e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47632 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -11993027.000000 Penalty: 13340.813477
	Iteration 32Q: 3 clusters Score -1.199303e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47703 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -11993062.000000 Penalty: 13340.813477
	Iteration 33Q: 3 clusters Score -1.199306e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47775 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -11993085.000000 Penalty: 13340.813477
	Iteration 34Q: 3 clusters Score -1.199308e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47849 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -11993096.000000 Penalty: 13340.813477
	Iteration 35Q: 3 clusters Score -1.19931e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47907 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -11993145.000000 Penalty: 13340.813477
	Iteration 36Q: 3 clusters Score -1.199314e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47953 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -11993158.000000 Penalty: 13340.813477
	Iteration 37Q: 3 clusters Score -1.199316e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47992 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -11993167.000000 Penalty: 13340.813477
	Iteration 38Q: 3 clusters Score -1.199317e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48041 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -11993186.000000 Penalty: 13340.813477
	Iteration 39Q: 3 clusters Score -1.199319e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48079 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -11993196.000000 Penalty: 13340.813477
	Iteration 40F: 3 clusters Score -1.19932e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48105 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -11993199.000000 Penalty: 13340.813477
	Iteration 41Q: 3 clusters Score -1.19932e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48126 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -11993204.000000 Penalty: 13340.813477
	Iteration 42Q: 3 clusters Score -1.19932e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48139 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -11993224.000000 Penalty: 13340.813477
	Iteration 43Q: 3 clusters Score -1.199322e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48160 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -11993227.000000 Penalty: 13340.813477
	Iteration 44Q: 3 clusters Score -1.199323e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48175 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -11993244.000000 Penalty: 13340.813477
	Iteration 45Q: 3 clusters Score -1.199324e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48191 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -11993247.000000 Penalty: 13340.813477
	Iteration 46Q: 3 clusters Score -1.199325e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48204 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -11993233.000000 Penalty: 13340.813477
	Iteration 47Q: 3 clusters Score -1.199323e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48216 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -11993245.000000 Penalty: 13340.813477
	Iteration 48Q: 3 clusters Score -1.199324e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48230 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -11993253.000000 Penalty: 13340.813477
	Iteration 49Q: 3 clusters Score -1.199325e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48238 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -11993264.000000 Penalty: 13340.813477
	Iteration 50Q: 3 clusters Score -1.199326e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48247 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -11993258.000000 Penalty: 13340.813477
	Iteration 51Q: 3 clusters Score -1.199326e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48253 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -11993258.000000 Penalty: 13340.813477
	Iteration 52Q: 3 clusters Score -1.199326e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48259 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -11993242.000000 Penalty: 13340.813477
	Iteration 53Q: 3 clusters Score -1.199324e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48270 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -11993246.000000 Penalty: 13340.813477
	Iteration 54Q: 3 clusters Score -1.199325e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48283 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -11993250.000000 Penalty: 13340.813477
	Iteration 55Q: 3 clusters Score -1.199325e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48301 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -11993247.000000 Penalty: 13340.813477
	Iteration 56Q: 3 clusters Score -1.199325e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48320 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -11993258.000000 Penalty: 13340.813477
	Iteration 57Q: 3 clusters Score -1.199326e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48337 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -11993259.000000 Penalty: 13340.813477
	Iteration 58Q: 3 clusters Score -1.199326e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48353 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -11993271.000000 Penalty: 13340.813477
	Iteration 59Q: 3 clusters Score -1.199327e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48375 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -11993238.000000 Penalty: 13340.813477
	Iteration 60F: 3 clusters Score -1.199324e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48394 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -11993260.000000 Penalty: 13340.813477
	Iteration 61Q: 3 clusters Score -1.199326e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48406 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -11993277.000000 Penalty: 13340.813477
	Iteration 62Q: 3 clusters Score -1.199328e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48422 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -11993287.000000 Penalty: 13340.813477
	Iteration 63Q: 3 clusters Score -1.199329e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48435 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -11993293.000000 Penalty: 13340.813477
	Iteration 64Q: 3 clusters Score -1.199329e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48449 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -11993303.000000 Penalty: 13340.813477
	Iteration 65Q: 3 clusters Score -1.19933e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48464 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -11993322.000000 Penalty: 13340.813477
	Iteration 66Q: 3 clusters Score -1.199332e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48479 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -11993318.000000 Penalty: 13340.813477
	Iteration 67Q: 3 clusters Score -1.199332e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48498 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -11993322.000000 Penalty: 13340.813477
	Iteration 68Q: 3 clusters Score -1.199332e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48505 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -11993326.000000 Penalty: 13340.813477
	Iteration 69Q: 3 clusters Score -1.199333e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48510 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -11993320.000000 Penalty: 13340.813477
	Iteration 70Q: 3 clusters Score -1.199332e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48516 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -11993306.000000 Penalty: 13340.813477
	Iteration 71Q: 3 clusters Score -1.199331e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48519 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -11993310.000000 Penalty: 13340.813477
	Iteration 72Q: 3 clusters Score -1.199331e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48524 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -11993318.000000 Penalty: 13340.813477
	Iteration 73Q: 3 clusters Score -1.199332e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48528 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -11993320.000000 Penalty: 13340.813477
	Iteration 74Q: 3 clusters Score -1.199332e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48532 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -11993313.000000 Penalty: 13340.813477
	Iteration 75Q: 3 clusters Score -1.199331e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48536 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -11993313.000000 Penalty: 13340.813477
	Iteration 76Q: 3 clusters Score -1.199331e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48540 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -11993322.000000 Penalty: 13340.813477
	Iteration 77Q: 3 clusters Score -1.199332e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48547 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -11993327.000000 Penalty: 13340.813477
	Iteration 78Q: 3 clusters Score -1.199333e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48553 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -11993330.000000 Penalty: 13340.813477
	Iteration 79Q: 3 clusters Score -1.199333e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48560 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -11993350.000000 Penalty: 13340.813477
	Iteration 80F: 3 clusters Score -1.199335e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48565 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -11993350.000000 Penalty: 13340.813477
	Iteration 81Q: 3 clusters Score -1.199335e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48572 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -11993337.000000 Penalty: 13340.813477
	Iteration 82Q: 3 clusters Score -1.199334e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48583 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -11993349.000000 Penalty: 13340.813477
	Iteration 83Q: 3 clusters Score -1.199335e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48596 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -11993355.000000 Penalty: 13340.813477
	Iteration 84Q: 3 clusters Score -1.199336e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48604 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -11993350.000000 Penalty: 13340.813477
	Iteration 85Q: 3 clusters Score -1.199335e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48610 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -11993355.000000 Penalty: 13340.813477
	Iteration 86Q: 3 clusters Score -1.199336e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48619 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -11993370.000000 Penalty: 13340.813477
	Iteration 87Q: 3 clusters Score -1.199337e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48628 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -11993359.000000 Penalty: 13340.813477
	Iteration 88Q: 3 clusters Score -1.199336e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48635 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -11993371.000000 Penalty: 13340.813477
	Iteration 89Q: 3 clusters Score -1.199337e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48640 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -11993380.000000 Penalty: 13340.813477
	Iteration 90Q: 3 clusters Score -1.199338e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48644 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -11993376.000000 Penalty: 13340.813477
	Iteration 91Q: 3 clusters Score -1.199338e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48651 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -11993375.000000 Penalty: 13340.813477
	Iteration 92Q: 3 clusters Score -1.199338e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48658 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -11993389.000000 Penalty: 13340.813477
	Iteration 93Q: 3 clusters Score -1.199339e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48666 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -11993385.000000 Penalty: 13340.813477
	Iteration 94Q: 3 clusters Score -1.199338e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48680 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -11993382.000000 Penalty: 13340.813477
	Iteration 95Q: 3 clusters Score -1.199338e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48692 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -11993370.000000 Penalty: 13340.813477
	Iteration 96Q: 3 clusters Score -1.199337e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48699 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -11993363.000000 Penalty: 13340.813477
	Iteration 97Q: 3 clusters Score -1.199336e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48706 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -11993377.000000 Penalty: 13340.813477
	Iteration 98Q: 3 clusters Score -1.199338e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48708 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -11993374.000000 Penalty: 13340.813477
	Iteration 99Q: 3 clusters Score -1.199337e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48710 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -11993382.000000 Penalty: 13340.813477
	Iteration 100F: 3 clusters Score -1.199338e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48711 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -11993377.000000 Penalty: 13340.813477
	Iteration 101Q: 3 clusters Score -1.199338e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48710 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -11993381.000000 Penalty: 13340.813477
	Iteration 102Q: 3 clusters Score -1.199338e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48709 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -11993381.000000 Penalty: 13340.813477
	Iteration 103Q: 3 clusters Score -1.199338e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48708 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -11993375.000000 Penalty: 13340.813477
	Iteration 104Q: 3 clusters Score -1.199338e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48708 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -11993380.000000 Penalty: 13340.813477
	Iteration 105Q: 3 clusters Score -1.199338e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48710 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -11993373.000000 Penalty: 13340.813477
	Iteration 106Q: 3 clusters Score -1.199337e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48712 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -11993375.000000 Penalty: 13340.813477
	Iteration 107Q: 3 clusters Score -1.199338e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48715 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -11993370.000000 Penalty: 13340.813477
	Iteration 108Q: 3 clusters Score -1.199337e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48716 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -11993371.000000 Penalty: 13340.813477
	Iteration 109Q: 3 clusters Score -1.199337e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48718 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -11993380.000000 Penalty: 13340.813477
	Iteration 110Q: 3 clusters Score -1.199338e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48719 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -11993380.000000 Penalty: 13340.813477
	Iteration 111Q: 3 clusters Score -1.199338e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48719 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -11993380.000000 Penalty: 13340.813477
	Iteration 112F: 3 clusters Score -1.199338e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (16849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Entering Unmasked Estep 
Score: -3637735.750000 Penalty: 5960.878418
	Iteration 0F: 2 clusters Score -3637736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -3623112.500000 Penalty: 11921.756836
	Iteration 0F: 3 clusters Score -3623112 nChanged 6750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -3626890.000000 Penalty: 11921.756836
	Iteration 1F: 3 clusters Score -3626890 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -3627671.500000 Penalty: 11921.756836
	Iteration 2F: 3 clusters Score -3627672 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -3628391.250000 Penalty: 11921.756836
	Iteration 3F: 3 clusters Score -3628391 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -3629158.750000 Penalty: 11921.756836
	Iteration 4F: 3 clusters Score -3629159 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -3629954.500000 Penalty: 11921.756836
	Iteration 5F: 3 clusters Score -3629954 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -3630775.000000 Penalty: 11921.756836
	Iteration 6F: 3 clusters Score -3630775 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -3631547.750000 Penalty: 11921.756836
	Iteration 7F: 3 clusters Score -3631548 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -3632184.000000 Penalty: 11921.756836
	Iteration 8F: 3 clusters Score -3632184 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -3632631.750000 Penalty: 11921.756836
	Iteration 9Q: 3 clusters Score -3632632 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -3632912.750000 Penalty: 11921.756836
	Iteration 10Q: 3 clusters Score -3632913 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -3633070.000000 Penalty: 11921.756836
	Iteration 11Q: 3 clusters Score -3633070 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -3633148.500000 Penalty: 11921.756836
	Iteration 12Q: 3 clusters Score -3633148 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -3633235.500000 Penalty: 11921.756836
	Iteration 13Q: 3 clusters Score -3633236 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -3633276.500000 Penalty: 11921.756836
	Iteration 14Q: 3 clusters Score -3633276 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -3633324.250000 Penalty: 11921.756836
	Iteration 15Q: 3 clusters Score -3633324 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -3633361.250000 Penalty: 11921.756836
	Iteration 16Q: 3 clusters Score -3633361 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -3633402.000000 Penalty: 11921.756836
	Iteration 17Q: 3 clusters Score -3633402 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -3633421.750000 Penalty: 11921.756836
	Iteration 18Q: 3 clusters Score -3633422 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -3633444.000000 Penalty: 11921.756836
	Iteration 19Q: 3 clusters Score -3633444 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -3633467.750000 Penalty: 11921.756836
	Iteration 20F: 3 clusters Score -3633468 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -3633497.750000 Penalty: 11921.756836
	Iteration 21Q: 3 clusters Score -3633498 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -3633518.250000 Penalty: 11921.756836
	Iteration 22Q: 3 clusters Score -3633518 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -3633549.000000 Penalty: 11921.756836
	Iteration 23Q: 3 clusters Score -3633549 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -3633566.000000 Penalty: 11921.756836
	Iteration 24Q: 3 clusters Score -3633566 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -3633575.500000 Penalty: 11921.756836
	Iteration 25Q: 3 clusters Score -3633576 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -3633592.250000 Penalty: 11921.756836
	Iteration 26Q: 3 clusters Score -3633592 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -3633605.750000 Penalty: 11921.756836
	Iteration 27Q: 3 clusters Score -3633606 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -3633624.000000 Penalty: 11921.756836
	Iteration 28Q: 3 clusters Score -3633624 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -3633638.000000 Penalty: 11921.756836
	Iteration 29Q: 3 clusters Score -3633638 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -3633655.500000 Penalty: 11921.756836
	Iteration 30Q: 3 clusters Score -3633656 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -3633680.000000 Penalty: 11921.756836
	Iteration 31Q: 3 clusters Score -3633680 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -3633698.000000 Penalty: 11921.756836
	Iteration 32Q: 3 clusters Score -3633698 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -3633712.000000 Penalty: 11921.756836
	Iteration 33Q: 3 clusters Score -3633712 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -3633725.500000 Penalty: 11921.756836
	Iteration 34Q: 3 clusters Score -3633726 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -3633741.500000 Penalty: 11921.756836
	Iteration 35Q: 3 clusters Score -3633742 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -3633754.750000 Penalty: 11921.756836
	Iteration 36Q: 3 clusters Score -3633755 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -3633763.250000 Penalty: 11921.756836
	Iteration 37Q: 3 clusters Score -3633763 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -3633767.750000 Penalty: 11921.756836
	Iteration 38Q: 3 clusters Score -3633768 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -3633787.250000 Penalty: 11921.756836
	Iteration 39Q: 3 clusters Score -3633787 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -3633805.000000 Penalty: 11921.756836
	Iteration 40F: 3 clusters Score -3633805 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -3633824.750000 Penalty: 11921.756836
	Iteration 41Q: 3 clusters Score -3633825 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -3633830.750000 Penalty: 11921.756836
	Iteration 42Q: 3 clusters Score -3633831 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -3633842.750000 Penalty: 11921.756836
	Iteration 43Q: 3 clusters Score -3633843 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -3633848.000000 Penalty: 11921.756836
	Iteration 44Q: 3 clusters Score -3633848 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -3633862.000000 Penalty: 11921.756836
	Iteration 45Q: 3 clusters Score -3633862 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -3633867.500000 Penalty: 11921.756836
	Iteration 46Q: 3 clusters Score -3633868 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -3633879.000000 Penalty: 11921.756836
	Iteration 47Q: 3 clusters Score -3633879 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -3633899.500000 Penalty: 11921.756836
	Iteration 48Q: 3 clusters Score -3633900 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -3633902.500000 Penalty: 11921.756836
	Iteration 49Q: 3 clusters Score -3633902 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -3633911.750000 Penalty: 11921.756836
	Iteration 50Q: 3 clusters Score -3633912 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -3633921.750000 Penalty: 11921.756836
	Iteration 51Q: 3 clusters Score -3633922 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -3633928.000000 Penalty: 11921.756836
	Iteration 52Q: 3 clusters Score -3633928 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -3633935.750000 Penalty: 11921.756836
	Iteration 53Q: 3 clusters Score -3633936 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -3633953.250000 Penalty: 11921.756836
	Iteration 54Q: 3 clusters Score -3633953 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -3633959.250000 Penalty: 11921.756836
	Iteration 55Q: 3 clusters Score -3633959 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -3633964.250000 Penalty: 11921.756836
	Iteration 56Q: 3 clusters Score -3633964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -3633963.750000 Penalty: 11921.756836
	Iteration 57Q: 3 clusters Score -3633964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -3633964.000000 Penalty: 11921.756836
	Iteration 58Q: 3 clusters Score -3633964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -3633966.750000 Penalty: 11921.756836
	Iteration 59Q: 3 clusters Score -3633967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -3633966.500000 Penalty: 11921.756836
	Iteration 60F: 3 clusters Score -3633966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -3633967.500000 Penalty: 11921.756836
	Iteration 61Q: 3 clusters Score -3633968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -3633973.500000 Penalty: 11921.756836
	Iteration 62Q: 3 clusters Score -3633974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -3633973.000000 Penalty: 11921.756836
	Iteration 63Q: 3 clusters Score -3633973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -3633986.250000 Penalty: 11921.756836
	Iteration 64Q: 3 clusters Score -3633986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -3633987.500000 Penalty: 11921.756836
	Iteration 65Q: 3 clusters Score -3633988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -3633986.500000 Penalty: 11921.756836
	Iteration 66Q: 3 clusters Score -3633986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -3633984.750000 Penalty: 11921.756836
	Iteration 67Q: 3 clusters Score -3633985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -3633986.750000 Penalty: 11921.756836
	Iteration 68Q: 3 clusters Score -3633987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -3633995.000000 Penalty: 11921.756836
	Iteration 69Q: 3 clusters Score -3633995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -3633995.750000 Penalty: 11921.756836
	Iteration 70Q: 3 clusters Score -3633996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -3633988.250000 Penalty: 11921.756836
	Iteration 71Q: 3 clusters Score -3633988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -3633993.000000 Penalty: 11921.756836
	Iteration 72Q: 3 clusters Score -3633993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -3633995.000000 Penalty: 11921.756836
	Iteration 73Q: 3 clusters Score -3633995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -3633995.000000 Penalty: 11921.756836
	Iteration 74F: 3 clusters Score -3633995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -252525.609375 Penalty: 4326.117188
	Iteration 0F: 2 clusters Score -252525.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -248258.484375 Penalty: 8652.234375
	Iteration 0F: 3 clusters Score -248258.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -248594.171875 Penalty: 8652.234375
	Iteration 1F: 3 clusters Score -248594.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -248728.031250 Penalty: 8652.234375
	Iteration 2Q: 3 clusters Score -248728 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -248796.359375 Penalty: 8652.234375
	Iteration 3Q: 3 clusters Score -248796.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -248835.062500 Penalty: 8652.234375
	Iteration 4Q: 3 clusters Score -248835.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -248882.062500 Penalty: 8652.234375
	Iteration 5Q: 3 clusters Score -248882.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -248969.562500 Penalty: 8652.234375
	Iteration 6Q: 3 clusters Score -248969.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -249197.937500 Penalty: 8652.234375
	Iteration 7Q: 3 clusters Score -249197.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -249345.312500 Penalty: 8652.234375
	Iteration 8Q: 3 clusters Score -249345.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -249413.609375 Penalty: 8652.234375
	Iteration 9Q: 3 clusters Score -249413.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -249445.328125 Penalty: 8652.234375
	Iteration 10Q: 3 clusters Score -249445.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -249473.812500 Penalty: 8652.234375
	Iteration 11Q: 3 clusters Score -249473.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -249495.265625 Penalty: 8652.234375
	Iteration 12Q: 3 clusters Score -249495.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -249513.046875 Penalty: 8652.234375
	Iteration 13Q: 3 clusters Score -249513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -249525.156250 Penalty: 8652.234375
	Iteration 14Q: 3 clusters Score -249525.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -249533.046875 Penalty: 8652.234375
	Iteration 15Q: 3 clusters Score -249533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -249541.906250 Penalty: 8652.234375
	Iteration 16Q: 3 clusters Score -249541.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -249548.718750 Penalty: 8652.234375
	Iteration 17Q: 3 clusters Score -249548.7 nChanged 3
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: -249562.109375 Penalty: 8652.234375
	Iteration 18Q: 3 clusters Score -249562.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -249567.750000 Penalty: 8652.234375
	Iteration 19Q: 3 clusters Score -249567.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -249575.125000 Penalty: 8652.234375
	Iteration 20F: 3 clusters Score -249575.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -249582.640625 Penalty: 8652.234375
	Iteration 21Q: 3 clusters Score -249582.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -249596.234375 Penalty: 8652.234375
	Iteration 22Q: 3 clusters Score -249596.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -249603.625000 Penalty: 8652.234375
	Iteration 23Q: 3 clusters Score -249603.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -249612.203125 Penalty: 8652.234375
	Iteration 24Q: 3 clusters Score -249612.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -249619.203125 Penalty: 8652.234375
	Iteration 25Q: 3 clusters Score -249619.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -249628.687500 Penalty: 8652.234375
	Iteration 26Q: 3 clusters Score -249628.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -249655.406250 Penalty: 8652.234375
	Iteration 27Q: 3 clusters Score -249655.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -249661.093750 Penalty: 8652.234375
	Iteration 28Q: 3 clusters Score -249661.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -249671.921875 Penalty: 8652.234375
	Iteration 29Q: 3 clusters Score -249671.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -249679.203125 Penalty: 8652.234375
	Iteration 30Q: 3 clusters Score -249679.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -249684.171875 Penalty: 8652.234375
	Iteration 31Q: 3 clusters Score -249684.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -249693.546875 Penalty: 8652.234375
	Iteration 32Q: 3 clusters Score -249693.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -249693.546875 Penalty: 8652.234375
	Iteration 33F: 3 clusters Score -249693.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (44135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44135 members 
Entering Unmasked Estep 
Score: -9949245.000000 Penalty: 6550.692383
	Iteration 0F: 2 clusters Score -9949245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -9917462.000000 Penalty: 13101.384766
	Iteration 0F: 3 clusters Score -9917462 nChanged 19132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -9927473.000000 Penalty: 13101.384766
	Iteration 1F: 3 clusters Score -9927473 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -9928307.000000 Penalty: 13101.384766
	Iteration 2F: 3 clusters Score -9928307 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -9929046.000000 Penalty: 13101.384766
	Iteration 3Q: 3 clusters Score -9929046 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -9929649.000000 Penalty: 13101.384766
	Iteration 4Q: 3 clusters Score -9929649 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -9930289.000000 Penalty: 13101.384766
	Iteration 5Q: 3 clusters Score -9930289 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -9930813.000000 Penalty: 13101.384766
	Iteration 6Q: 3 clusters Score -9930813 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -9931315.000000 Penalty: 13101.384766
	Iteration 7Q: 3 clusters Score -9931315 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -9931736.000000 Penalty: 13101.384766
	Iteration 8Q: 3 clusters Score -9931736 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -9932112.000000 Penalty: 13101.384766
	Iteration 9Q: 3 clusters Score -9932112 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -9932526.000000 Penalty: 13101.384766
	Iteration 10Q: 3 clusters Score -9932526 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -9932851.000000 Penalty: 13101.384766
	Iteration 11Q: 3 clusters Score -9932851 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -9933192.000000 Penalty: 13101.384766
	Iteration 12Q: 3 clusters Score -9933192 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -9933516.000000 Penalty: 13101.384766
	Iteration 13Q: 3 clusters Score -9933516 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -9933852.000000 Penalty: 13101.384766
	Iteration 14Q: 3 clusters Score -9933852 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -9934225.000000 Penalty: 13101.384766
	Iteration 15Q: 3 clusters Score -9934225 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26953 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -9934685.000000 Penalty: 13101.384766
	Iteration 16Q: 3 clusters Score -9934685 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -9935223.000000 Penalty: 13101.384766
	Iteration 17Q: 3 clusters Score -9935223 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29183 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -9935893.000000 Penalty: 13101.384766
	Iteration 18Q: 3 clusters Score -9935893 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30519 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -9936591.000000 Penalty: 13101.384766
	Iteration 19Q: 3 clusters Score -9936591 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31934 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -9937463.000000 Penalty: 13101.384766
	Iteration 20F: 3 clusters Score -9937463 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33417 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -9938358.000000 Penalty: 13101.384766
	Iteration 21Q: 3 clusters Score -9938358 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34910 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -9939297.000000 Penalty: 13101.384766
	Iteration 22Q: 3 clusters Score -9939297 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36290 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -9940246.000000 Penalty: 13101.384766
	Iteration 23Q: 3 clusters Score -9940246 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37533 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -9941007.000000 Penalty: 13101.384766
	Iteration 24Q: 3 clusters Score -9941007 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38614 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -9941724.000000 Penalty: 13101.384766
	Iteration 25Q: 3 clusters Score -9941724 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39568 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -9942439.000000 Penalty: 13101.384766
	Iteration 26Q: 3 clusters Score -9942439 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40337 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -9942980.000000 Penalty: 13101.384766
	Iteration 27Q: 3 clusters Score -9942980 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40945 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -9943352.000000 Penalty: 13101.384766
	Iteration 28Q: 3 clusters Score -9943352 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41361 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -9943620.000000 Penalty: 13101.384766
	Iteration 29Q: 3 clusters Score -9943620 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41678 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -9943810.000000 Penalty: 13101.384766
	Iteration 30Q: 3 clusters Score -9943810 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41921 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -9943942.000000 Penalty: 13101.384766
	Iteration 31Q: 3 clusters Score -9943942 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42084 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -9944026.000000 Penalty: 13101.384766
	Iteration 32Q: 3 clusters Score -9944026 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42204 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -9944110.000000 Penalty: 13101.384766
	Iteration 33Q: 3 clusters Score -9944110 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42292 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -9944153.000000 Penalty: 13101.384766
	Iteration 34Q: 3 clusters Score -9944153 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42358 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -9944191.000000 Penalty: 13101.384766
	Iteration 35Q: 3 clusters Score -9944191 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42417 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -9944226.000000 Penalty: 13101.384766
	Iteration 36Q: 3 clusters Score -9944226 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42454 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -9944244.000000 Penalty: 13101.384766
	Iteration 37Q: 3 clusters Score -9944244 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42480 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -9944254.000000 Penalty: 13101.384766
	Iteration 38Q: 3 clusters Score -9944254 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42504 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -9944274.000000 Penalty: 13101.384766
	Iteration 39Q: 3 clusters Score -9944274 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42523 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -9944288.000000 Penalty: 13101.384766
	Iteration 40F: 3 clusters Score -9944288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42534 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -9944300.000000 Penalty: 13101.384766
	Iteration 41Q: 3 clusters Score -9944300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42544 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -9944308.000000 Penalty: 13101.384766
	Iteration 42Q: 3 clusters Score -9944308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42553 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -9944314.000000 Penalty: 13101.384766
	Iteration 43Q: 3 clusters Score -9944314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42560 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -9944312.000000 Penalty: 13101.384766
	Iteration 44Q: 3 clusters Score -9944312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42564 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -9944317.000000 Penalty: 13101.384766
	Iteration 45Q: 3 clusters Score -9944317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42568 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -9944323.000000 Penalty: 13101.384766
	Iteration 46Q: 3 clusters Score -9944323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42571 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -9944317.000000 Penalty: 13101.384766
	Iteration 47Q: 3 clusters Score -9944317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42573 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -9944325.000000 Penalty: 13101.384766
	Iteration 48Q: 3 clusters Score -9944325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42576 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -9944326.000000 Penalty: 13101.384766
	Iteration 49Q: 3 clusters Score -9944326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42576 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -9944326.000000 Penalty: 13101.384766
	Iteration 50F: 3 clusters Score -9944326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Entering Unmasked Estep 
Score: -1277172.125000 Penalty: 5325.587891
	Iteration 0F: 2 clusters Score -1277172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1269519.125000 Penalty: 10651.175781
	Iteration 0F: 3 clusters Score -1269519 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1270875.125000 Penalty: 10651.175781
	Iteration 1F: 3 clusters Score -1270875 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1271279.625000 Penalty: 10651.175781
	Iteration 2F: 3 clusters Score -1271280 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1271590.000000 Penalty: 10651.175781
	Iteration 3Q: 3 clusters Score -1271590 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1271857.625000 Penalty: 10651.175781
	Iteration 4Q: 3 clusters Score -1271858 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1272126.375000 Penalty: 10651.175781
	Iteration 5Q: 3 clusters Score -1272126 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1272463.125000 Penalty: 10651.175781
	Iteration 6Q: 3 clusters Score -1272463 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1272830.000000 Penalty: 10651.175781
	Iteration 7Q: 3 clusters Score -1272830 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1273241.375000 Penalty: 10651.175781
	Iteration 8Q: 3 clusters Score -1273241 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1273620.375000 Penalty: 10651.175781
	Iteration 9Q: 3 clusters Score -1273620 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1273910.625000 Penalty: 10651.175781
	Iteration 10Q: 3 clusters Score -1273911 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1274092.875000 Penalty: 10651.175781
	Iteration 11Q: 3 clusters Score -1274093 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1274223.375000 Penalty: 10651.175781
	Iteration 12Q: 3 clusters Score -1274223 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1274301.000000 Penalty: 10651.175781
	Iteration 13Q: 3 clusters Score -1274301 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1274356.250000 Penalty: 10651.175781
	Iteration 14Q: 3 clusters Score -1274356 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1274392.875000 Penalty: 10651.175781
	Iteration 15Q: 3 clusters Score -1274393 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1274421.250000 Penalty: 10651.175781
	Iteration 16Q: 3 clusters Score -1274421 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1274439.000000 Penalty: 10651.175781
	Iteration 17Q: 3 clusters Score -1274439 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1274443.250000 Penalty: 10651.175781
	Iteration 18Q: 3 clusters Score -1274443 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1274450.750000 Penalty: 10651.175781
	Iteration 19Q: 3 clusters Score -1274451 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1274459.750000 Penalty: 10651.175781
	Iteration 20F: 3 clusters Score -1274460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1274462.000000 Penalty: 10651.175781
	Iteration 21Q: 3 clusters Score -1274462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1274465.000000 Penalty: 10651.175781
	Iteration 22Q: 3 clusters Score -1274465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1274467.750000 Penalty: 10651.175781
	Iteration 23Q: 3 clusters Score -1274468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1274468.625000 Penalty: 10651.175781
	Iteration 24Q: 3 clusters Score -1274469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1274469.000000 Penalty: 10651.175781
	Iteration 25Q: 3 clusters Score -1274469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1274468.375000 Penalty: 10651.175781
	Iteration 26Q: 3 clusters Score -1274468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1274471.125000 Penalty: 10651.175781
	Iteration 27Q: 3 clusters Score -1274471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1274471.125000 Penalty: 10651.175781
	Iteration 28F: 3 clusters Score -1274471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (29051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Entering Unmasked Estep 
Score: -6487686.500000 Penalty: 6294.544922
	Iteration 0F: 2 clusters Score -6487686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -6465298.000000 Penalty: 12589.089844
	Iteration 0F: 3 clusters Score -6465298 nChanged 12314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -6471932.000000 Penalty: 12589.089844
	Iteration 1F: 3 clusters Score -6471932 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -6472724.500000 Penalty: 12589.089844
	Iteration 2F: 3 clusters Score -6472724 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -6473262.500000 Penalty: 12589.089844
	Iteration 3Q: 3 clusters Score -6473262 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -6473714.500000 Penalty: 12589.089844
	Iteration 4Q: 3 clusters Score -6473714 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -6474079.000000 Penalty: 12589.089844
	Iteration 5Q: 3 clusters Score -6474079 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -6474477.500000 Penalty: 12589.089844
	Iteration 6Q: 3 clusters Score -6474478 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -6474863.500000 Penalty: 12589.089844
	Iteration 7Q: 3 clusters Score -6474864 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -6475315.500000 Penalty: 12589.089844
	Iteration 8Q: 3 clusters Score -6475316 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -6475822.500000 Penalty: 12589.089844
	Iteration 9Q: 3 clusters Score -6475822 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -6476383.000000 Penalty: 12589.089844
	Iteration 10Q: 3 clusters Score -6476383 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -6477030.500000 Penalty: 12589.089844
	Iteration 11Q: 3 clusters Score -6477030 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -6477758.500000 Penalty: 12589.089844
	Iteration 12Q: 3 clusters Score -6477758 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -6478563.000000 Penalty: 12589.089844
	Iteration 13Q: 3 clusters Score -6478563 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -6479306.000000 Penalty: 12589.089844
	Iteration 14Q: 3 clusters Score -6479306 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -6479987.500000 Penalty: 12589.089844
	Iteration 15Q: 3 clusters Score -6479988 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -6480575.500000 Penalty: 12589.089844
	Iteration 16Q: 3 clusters Score -6480576 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -6480995.500000 Penalty: 12589.089844
	Iteration 17Q: 3 clusters Score -6480996 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26271 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -6481291.000000 Penalty: 12589.089844
	Iteration 18Q: 3 clusters Score -6481291 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -6481567.500000 Penalty: 12589.089844
	Iteration 19Q: 3 clusters Score -6481568 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26764 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -6481732.500000 Penalty: 12589.089844
	Iteration 20F: 3 clusters Score -6481732 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -6481860.500000 Penalty: 12589.089844
	Iteration 21Q: 3 clusters Score -6481860 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -6481966.000000 Penalty: 12589.089844
	Iteration 22Q: 3 clusters Score -6481966 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -6482036.000000 Penalty: 12589.089844
	Iteration 23Q: 3 clusters Score -6482036 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27200 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -6482105.500000 Penalty: 12589.089844
	Iteration 24Q: 3 clusters Score -6482106 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -6482169.000000 Penalty: 12589.089844
	Iteration 25Q: 3 clusters Score -6482169 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27304 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -6482211.000000 Penalty: 12589.089844
	Iteration 26Q: 3 clusters Score -6482211 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -6482232.000000 Penalty: 12589.089844
	Iteration 27Q: 3 clusters Score -6482232 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -6482257.000000 Penalty: 12589.089844
	Iteration 28Q: 3 clusters Score -6482257 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -6482281.000000 Penalty: 12589.089844
	Iteration 29Q: 3 clusters Score -6482281 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -6482302.500000 Penalty: 12589.089844
	Iteration 30Q: 3 clusters Score -6482302 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -6482315.000000 Penalty: 12589.089844
	Iteration 31Q: 3 clusters Score -6482315 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27445 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -6482323.500000 Penalty: 12589.089844
	Iteration 32Q: 3 clusters Score -6482324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -6482335.500000 Penalty: 12589.089844
	Iteration 33Q: 3 clusters Score -6482336 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -6482337.500000 Penalty: 12589.089844
	Iteration 34Q: 3 clusters Score -6482338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27484 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -6482357.500000 Penalty: 12589.089844
	Iteration 35Q: 3 clusters Score -6482358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27493 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -6482354.000000 Penalty: 12589.089844
	Iteration 36Q: 3 clusters Score -6482354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -6482358.500000 Penalty: 12589.089844
	Iteration 37Q: 3 clusters Score -6482358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27506 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -6482352.500000 Penalty: 12589.089844
	Iteration 38Q: 3 clusters Score -6482352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -6482357.000000 Penalty: 12589.089844
	Iteration 39Q: 3 clusters Score -6482357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27511 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -6482350.500000 Penalty: 12589.089844
	Iteration 40F: 3 clusters Score -6482350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -6482366.000000 Penalty: 12589.089844
	Iteration 41Q: 3 clusters Score -6482366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27518 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -6482373.000000 Penalty: 12589.089844
	Iteration 42Q: 3 clusters Score -6482373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -6482380.000000 Penalty: 12589.089844
	Iteration 43Q: 3 clusters Score -6482380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27525 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -6482382.500000 Penalty: 12589.089844
	Iteration 44Q: 3 clusters Score -6482382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -6482380.000000 Penalty: 12589.089844
	Iteration 45Q: 3 clusters Score -6482380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -6482384.500000 Penalty: 12589.089844
	Iteration 46Q: 3 clusters Score -6482384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -6482388.000000 Penalty: 12589.089844
	Iteration 47Q: 3 clusters Score -6482388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27533 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -6482389.500000 Penalty: 12589.089844
	Iteration 48Q: 3 clusters Score -6482390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27535 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -6482397.000000 Penalty: 12589.089844
	Iteration 49Q: 3 clusters Score -6482397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27537 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -6482391.000000 Penalty: 12589.089844
	Iteration 50Q: 3 clusters Score -6482391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27537 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -6482391.000000 Penalty: 12589.089844
	Iteration 51F: 3 clusters Score -6482391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Entering Unmasked Estep 
Score: -2942386.250000 Penalty: 5816.143555
	Iteration 0F: 2 clusters Score -2942386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -2930149.500000 Penalty: 11632.287109
	Iteration 0F: 3 clusters Score -2930150 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -2932927.500000 Penalty: 11632.287109
	Iteration 1F: 3 clusters Score -2932928 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -2933488.000000 Penalty: 11632.287109
	Iteration 2F: 3 clusters Score -2933488 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -2933842.000000 Penalty: 11632.287109
	Iteration 3Q: 3 clusters Score -2933842 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -2934122.500000 Penalty: 11632.287109
	Iteration 4Q: 3 clusters Score -2934122 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -2934310.000000 Penalty: 11632.287109
	Iteration 5Q: 3 clusters Score -2934310 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -2934481.000000 Penalty: 11632.287109
	Iteration 6Q: 3 clusters Score -2934481 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -2934633.000000 Penalty: 11632.287109
	Iteration 7Q: 3 clusters Score -2934633 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -2934774.250000 Penalty: 11632.287109
	Iteration 8Q: 3 clusters Score -2934774 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -2934908.250000 Penalty: 11632.287109
	Iteration 9Q: 3 clusters Score -2934908 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -2934988.750000 Penalty: 11632.287109
	Iteration 10Q: 3 clusters Score -2934989 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -2935079.250000 Penalty: 11632.287109
	Iteration 11Q: 3 clusters Score -2935079 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -2935155.500000 Penalty: 11632.287109
	Iteration 12Q: 3 clusters Score -2935156 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -2935252.250000 Penalty: 11632.287109
	Iteration 13Q: 3 clusters Score -2935252 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -2935359.500000 Penalty: 11632.287109
	Iteration 14Q: 3 clusters Score -2935360 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -2935460.250000 Penalty: 11632.287109
	Iteration 15Q: 3 clusters Score -2935460 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -2935556.250000 Penalty: 11632.287109
	Iteration 16Q: 3 clusters Score -2935556 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -2935652.000000 Penalty: 11632.287109
	Iteration 17Q: 3 clusters Score -2935652 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -2935747.500000 Penalty: 11632.287109
	Iteration 18Q: 3 clusters Score -2935748 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -2935847.000000 Penalty: 11632.287109
	Iteration 19Q: 3 clusters Score -2935847 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -2935916.500000 Penalty: 11632.287109
	Iteration 20F: 3 clusters Score -2935916 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -2935976.250000 Penalty: 11632.287109
	Iteration 21Q: 3 clusters Score -2935976 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -2936056.250000 Penalty: 11632.287109
	Iteration 22Q: 3 clusters Score -2936056 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -2936115.250000 Penalty: 11632.287109
	Iteration 23Q: 3 clusters Score -2936115 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -2936158.000000 Penalty: 11632.287109
	Iteration 24Q: 3 clusters Score -2936158 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -2936202.250000 Penalty: 11632.287109
	Iteration 25Q: 3 clusters Score -2936202 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -2936245.750000 Penalty: 11632.287109
	Iteration 26Q: 3 clusters Score -2936246 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -2936276.750000 Penalty: 11632.287109
	Iteration 27Q: 3 clusters Score -2936277 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -2936306.500000 Penalty: 11632.287109
	Iteration 28Q: 3 clusters Score -2936306 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -2936319.500000 Penalty: 11632.287109
	Iteration 29Q: 3 clusters Score -2936320 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -2936341.500000 Penalty: 11632.287109
	Iteration 30Q: 3 clusters Score -2936342 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -2936366.000000 Penalty: 11632.287109
	Iteration 31Q: 3 clusters Score -2936366 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -2936369.750000 Penalty: 11632.287109
	Iteration 32Q: 3 clusters Score -2936370 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -2936374.500000 Penalty: 11632.287109
	Iteration 33Q: 3 clusters Score -2936374 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -2936393.000000 Penalty: 11632.287109
	Iteration 34Q: 3 clusters Score -2936393 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -2936406.250000 Penalty: 11632.287109
	Iteration 35Q: 3 clusters Score -2936406 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -2936417.750000 Penalty: 11632.287109
	Iteration 36Q: 3 clusters Score -2936418 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -2936442.250000 Penalty: 11632.287109
	Iteration 37Q: 3 clusters Score -2936442 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -2936453.500000 Penalty: 11632.287109
	Iteration 38Q: 3 clusters Score -2936454 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -2936467.500000 Penalty: 11632.287109
	Iteration 39Q: 3 clusters Score -2936468 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -2936472.000000 Penalty: 11632.287109
	Iteration 40F: 3 clusters Score -2936472 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -2936488.500000 Penalty: 11632.287109
	Iteration 41Q: 3 clusters Score -2936488 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -2936500.750000 Penalty: 11632.287109
	Iteration 42Q: 3 clusters Score -2936501 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -2936507.000000 Penalty: 11632.287109
	Iteration 43Q: 3 clusters Score -2936507 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -2936523.000000 Penalty: 11632.287109
	Iteration 44Q: 3 clusters Score -2936523 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -2936531.750000 Penalty: 11632.287109
	Iteration 45Q: 3 clusters Score -2936532 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -2936540.500000 Penalty: 11632.287109
	Iteration 46Q: 3 clusters Score -2936540 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -2936544.750000 Penalty: 11632.287109
	Iteration 47Q: 3 clusters Score -2936545 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -2936549.250000 Penalty: 11632.287109
	Iteration 48Q: 3 clusters Score -2936549 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -2936550.750000 Penalty: 11632.287109
	Iteration 49Q: 3 clusters Score -2936551 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -2936556.250000 Penalty: 11632.287109
	Iteration 50Q: 3 clusters Score -2936556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -2936559.500000 Penalty: 11632.287109
	Iteration 51Q: 3 clusters Score -2936560 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -2936556.500000 Penalty: 11632.287109
	Iteration 52Q: 3 clusters Score -2936556 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -2936555.250000 Penalty: 11632.287109
	Iteration 53Q: 3 clusters Score -2936555 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -2936568.250000 Penalty: 11632.287109
	Iteration 54Q: 3 clusters Score -2936568 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -2936569.000000 Penalty: 11632.287109
	Iteration 55Q: 3 clusters Score -2936569 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -2936572.750000 Penalty: 11632.287109
	Iteration 56Q: 3 clusters Score -2936573 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -2936588.250000 Penalty: 11632.287109
	Iteration 57Q: 3 clusters Score -2936588 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -2936603.250000 Penalty: 11632.287109
	Iteration 58Q: 3 clusters Score -2936603 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -2936622.500000 Penalty: 11632.287109
	Iteration 59Q: 3 clusters Score -2936622 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -2936643.000000 Penalty: 11632.287109
	Iteration 60F: 3 clusters Score -2936643 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -2936645.250000 Penalty: 11632.287109
	Iteration 61Q: 3 clusters Score -2936645 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -2936649.500000 Penalty: 11632.287109
	Iteration 62Q: 3 clusters Score -2936650 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -2936654.000000 Penalty: 11632.287109
	Iteration 63Q: 3 clusters Score -2936654 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -2936677.750000 Penalty: 11632.287109
	Iteration 64Q: 3 clusters Score -2936678 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -2936683.000000 Penalty: 11632.287109
	Iteration 65Q: 3 clusters Score -2936683 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -2936696.000000 Penalty: 11632.287109
	Iteration 66Q: 3 clusters Score -2936696 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -2936718.500000 Penalty: 11632.287109
	Iteration 67Q: 3 clusters Score -2936718 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -2936715.000000 Penalty: 11632.287109
	Iteration 68Q: 3 clusters Score -2936715 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -2936722.250000 Penalty: 11632.287109
	Iteration 69Q: 3 clusters Score -2936722 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -2936716.000000 Penalty: 11632.287109
	Iteration 70Q: 3 clusters Score -2936716 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -2936735.250000 Penalty: 11632.287109
	Iteration 71Q: 3 clusters Score -2936735 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -2936739.000000 Penalty: 11632.287109
	Iteration 72Q: 3 clusters Score -2936739 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -2936745.750000 Penalty: 11632.287109
	Iteration 73Q: 3 clusters Score -2936746 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -2936753.000000 Penalty: 11632.287109
	Iteration 74Q: 3 clusters Score -2936753 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -2936759.750000 Penalty: 11632.287109
	Iteration 75Q: 3 clusters Score -2936760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -2936764.750000 Penalty: 11632.287109
	Iteration 76Q: 3 clusters Score -2936765 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -2936761.000000 Penalty: 11632.287109
	Iteration 77Q: 3 clusters Score -2936761 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -2936767.000000 Penalty: 11632.287109
	Iteration 78Q: 3 clusters Score -2936767 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -2936771.250000 Penalty: 11632.287109
	Iteration 79Q: 3 clusters Score -2936771 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -2936781.000000 Penalty: 11632.287109
	Iteration 80F: 3 clusters Score -2936781 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -2936787.000000 Penalty: 11632.287109
	Iteration 81Q: 3 clusters Score -2936787 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -2936803.500000 Penalty: 11632.287109
	Iteration 82Q: 3 clusters Score -2936804 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -2936811.750000 Penalty: 11632.287109
	Iteration 83Q: 3 clusters Score -2936812 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -2936814.000000 Penalty: 11632.287109
	Iteration 84Q: 3 clusters Score -2936814 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -2936818.750000 Penalty: 11632.287109
	Iteration 85Q: 3 clusters Score -2936819 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -2936819.500000 Penalty: 11632.287109
	Iteration 86Q: 3 clusters Score -2936820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -2936817.500000 Penalty: 11632.287109
	Iteration 87Q: 3 clusters Score -2936818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -2936824.250000 Penalty: 11632.287109
	Iteration 88Q: 3 clusters Score -2936824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -2936825.250000 Penalty: 11632.287109
	Iteration 89Q: 3 clusters Score -2936825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -2936830.750000 Penalty: 11632.287109
	Iteration 90Q: 3 clusters Score -2936831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -2936831.750000 Penalty: 11632.287109
	Iteration 91Q: 3 clusters Score -2936832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -2936824.750000 Penalty: 11632.287109
	Iteration 92Q: 3 clusters Score -2936825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -2936832.000000 Penalty: 11632.287109
	Iteration 93Q: 3 clusters Score -2936832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -2936827.750000 Penalty: 11632.287109
	Iteration 94Q: 3 clusters Score -2936828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -2936837.000000 Penalty: 11632.287109
	Iteration 95Q: 3 clusters Score -2936837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -2936834.750000 Penalty: 11632.287109
	Iteration 96Q: 3 clusters Score -2936835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -2936843.500000 Penalty: 11632.287109
	Iteration 97Q: 3 clusters Score -2936844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -2936841.000000 Penalty: 11632.287109
	Iteration 98Q: 3 clusters Score -2936841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -2936844.250000 Penalty: 11632.287109
	Iteration 99Q: 3 clusters Score -2936844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -2936840.750000 Penalty: 11632.287109
	Iteration 100F: 3 clusters Score -2936841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -2936845.000000 Penalty: 11632.287109
	Iteration 101Q: 3 clusters Score -2936845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -2936845.000000 Penalty: 11632.287109
	Iteration 102Q: 3 clusters Score -2936845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -2936845.500000 Penalty: 11632.287109
	Iteration 103Q: 3 clusters Score -2936846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -2936851.500000 Penalty: 11632.287109
	Iteration 104Q: 3 clusters Score -2936852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -2936846.750000 Penalty: 11632.287109
	Iteration 105Q: 3 clusters Score -2936847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -2936841.500000 Penalty: 11632.287109
	Iteration 106Q: 3 clusters Score -2936842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -2936848.500000 Penalty: 11632.287109
	Iteration 107Q: 3 clusters Score -2936848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -2936841.750000 Penalty: 11632.287109
	Iteration 108Q: 3 clusters Score -2936842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -2936847.500000 Penalty: 11632.287109
	Iteration 109Q: 3 clusters Score -2936848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -2936851.250000 Penalty: 11632.287109
	Iteration 110Q: 3 clusters Score -2936851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -2936850.750000 Penalty: 11632.287109
	Iteration 111Q: 3 clusters Score -2936851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -2936845.750000 Penalty: 11632.287109
	Iteration 112Q: 3 clusters Score -2936846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -2936847.000000 Penalty: 11632.287109
	Iteration 113Q: 3 clusters Score -2936847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -2936849.750000 Penalty: 11632.287109
	Iteration 114Q: 3 clusters Score -2936850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -2936855.000000 Penalty: 11632.287109
	Iteration 115Q: 3 clusters Score -2936855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -2936860.750000 Penalty: 11632.287109
	Iteration 116Q: 3 clusters Score -2936861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -2936858.250000 Penalty: 11632.287109
	Iteration 117Q: 3 clusters Score -2936858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -2936860.250000 Penalty: 11632.287109
	Iteration 118Q: 3 clusters Score -2936860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -2936864.000000 Penalty: 11632.287109
	Iteration 119Q: 3 clusters Score -2936864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -2936865.750000 Penalty: 11632.287109
	Iteration 120F: 3 clusters Score -2936866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -2936871.250000 Penalty: 11632.287109
	Iteration 121Q: 3 clusters Score -2936871 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -2936879.750000 Penalty: 11632.287109
	Iteration 122Q: 3 clusters Score -2936880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -2936877.500000 Penalty: 11632.287109
	Iteration 123Q: 3 clusters Score -2936878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -2936879.750000 Penalty: 11632.287109
	Iteration 124Q: 3 clusters Score -2936880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -2936878.000000 Penalty: 11632.287109
	Iteration 125Q: 3 clusters Score -2936878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -2936876.750000 Penalty: 11632.287109
	Iteration 126Q: 3 clusters Score -2936877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -2936883.250000 Penalty: 11632.287109
	Iteration 127Q: 3 clusters Score -2936883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -2936878.000000 Penalty: 11632.287109
	Iteration 128Q: 3 clusters Score -2936878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -2936885.750000 Penalty: 11632.287109
	Iteration 129Q: 3 clusters Score -2936886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -2936888.750000 Penalty: 11632.287109
	Iteration 130Q: 3 clusters Score -2936889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -2936888.000000 Penalty: 11632.287109
	Iteration 131Q: 3 clusters Score -2936888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -2936893.000000 Penalty: 11632.287109
	Iteration 132Q: 3 clusters Score -2936893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -2936896.250000 Penalty: 11632.287109
	Iteration 133Q: 3 clusters Score -2936896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -2936900.250000 Penalty: 11632.287109
	Iteration 134Q: 3 clusters Score -2936900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -2936895.750000 Penalty: 11632.287109
	Iteration 135Q: 3 clusters Score -2936896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -2936898.500000 Penalty: 11632.287109
	Iteration 136Q: 3 clusters Score -2936898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -2936898.000000 Penalty: 11632.287109
	Iteration 137Q: 3 clusters Score -2936898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -2936901.750000 Penalty: 11632.287109
	Iteration 138Q: 3 clusters Score -2936902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -2936901.750000 Penalty: 11632.287109
	Iteration 139F: 3 clusters Score -2936902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (31083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31083 members 
Entering Unmasked Estep 
Score: -6932221.500000 Penalty: 6335.955078
	Iteration 0F: 2 clusters Score -6932222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -6908645.000000 Penalty: 12671.910156
	Iteration 0F: 3 clusters Score -6908645 nChanged 13250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -6915781.500000 Penalty: 12671.910156
	Iteration 1F: 3 clusters Score -6915782 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -6916486.500000 Penalty: 12671.910156
	Iteration 2F: 3 clusters Score -6916486 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -6917022.000000 Penalty: 12671.910156
	Iteration 3Q: 3 clusters Score -6917022 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -6917568.000000 Penalty: 12671.910156
	Iteration 4Q: 3 clusters Score -6917568 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -6918033.500000 Penalty: 12671.910156
	Iteration 5Q: 3 clusters Score -6918034 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -6918592.500000 Penalty: 12671.910156
	Iteration 6Q: 3 clusters Score -6918592 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -6919197.000000 Penalty: 12671.910156
	Iteration 7Q: 3 clusters Score -6919197 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -6919944.500000 Penalty: 12671.910156
	Iteration 8Q: 3 clusters Score -6919944 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -6920797.000000 Penalty: 12671.910156
	Iteration 9Q: 3 clusters Score -6920797 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -6921726.000000 Penalty: 12671.910156
	Iteration 10Q: 3 clusters Score -6921726 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -6922604.500000 Penalty: 12671.910156
	Iteration 11Q: 3 clusters Score -6922604 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -6923351.000000 Penalty: 12671.910156
	Iteration 12Q: 3 clusters Score -6923351 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -6924106.500000 Penalty: 12671.910156
	Iteration 13Q: 3 clusters Score -6924106 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -6924782.500000 Penalty: 12671.910156
	Iteration 14Q: 3 clusters Score -6924782 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -6925390.000000 Penalty: 12671.910156
	Iteration 15Q: 3 clusters Score -6925390 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -6925828.000000 Penalty: 12671.910156
	Iteration 16Q: 3 clusters Score -6925828 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -6926162.000000 Penalty: 12671.910156
	Iteration 17Q: 3 clusters Score -6926162 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -6926381.000000 Penalty: 12671.910156
	Iteration 18Q: 3 clusters Score -6926381 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
Score: -6926537.000000 Penalty: 12671.910156
	Iteration 19Q: 3 clusters Score -6926537 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -6926682.500000 Penalty: 12671.910156
	Iteration 20F: 3 clusters Score -6926682 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 22419 members 
Entering Unmasked Estep 
Score: -6926788.000000 Penalty: 12671.910156
	Iteration 21Q: 3 clusters Score -6926788 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -6926867.000000 Penalty: 12671.910156
	Iteration 22Q: 3 clusters Score -6926867 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -6926880.500000 Penalty: 12671.910156
	Iteration 23Q: 3 clusters Score -6926880 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -6926886.500000 Penalty: 12671.910156
	Iteration 24Q: 3 clusters Score -6926886 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -6926932.500000 Penalty: 12671.910156
	Iteration 25Q: 3 clusters Score -6926932 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -6926949.500000 Penalty: 12671.910156
	Iteration 26Q: 3 clusters Score -6926950 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -6926959.000000 Penalty: 12671.910156
	Iteration 27Q: 3 clusters Score -6926959 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -6926984.000000 Penalty: 12671.910156
	Iteration 28Q: 3 clusters Score -6926984 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -6926985.000000 Penalty: 12671.910156
	Iteration 29Q: 3 clusters Score -6926985 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
Score: -6927002.000000 Penalty: 12671.910156
	Iteration 30Q: 3 clusters Score -6927002 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -6927010.000000 Penalty: 12671.910156
	Iteration 31Q: 3 clusters Score -6927010 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -6927011.000000 Penalty: 12671.910156
	Iteration 32Q: 3 clusters Score -6927011 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -6927001.500000 Penalty: 12671.910156
	Iteration 33Q: 3 clusters Score -6927002 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -6927003.000000 Penalty: 12671.910156
	Iteration 34Q: 3 clusters Score -6927003 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -6927009.000000 Penalty: 12671.910156
	Iteration 35Q: 3 clusters Score -6927009 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -6927015.500000 Penalty: 12671.910156
	Iteration 36Q: 3 clusters Score -6927016 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -6927012.500000 Penalty: 12671.910156
	Iteration 37Q: 3 clusters Score -6927012 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -6927007.000000 Penalty: 12671.910156
	Iteration 38Q: 3 clusters Score -6927007 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -6927003.500000 Penalty: 12671.910156
	Iteration 39Q: 3 clusters Score -6927004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -6927021.500000 Penalty: 12671.910156
	Iteration 40F: 3 clusters Score -6927022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -6927033.000000 Penalty: 12671.910156
	Iteration 41Q: 3 clusters Score -6927033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -6927019.000000 Penalty: 12671.910156
	Iteration 42Q: 3 clusters Score -6927019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -6927026.000000 Penalty: 12671.910156
	Iteration 43Q: 3 clusters Score -6927026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 22129 members 
Entering Unmasked Estep 
Score: -6927031.500000 Penalty: 12671.910156
	Iteration 44Q: 3 clusters Score -6927032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -6927043.000000 Penalty: 12671.910156
	Iteration 45Q: 3 clusters Score -6927043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -6927042.500000 Penalty: 12671.910156
	Iteration 46Q: 3 clusters Score -6927042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
Score: -6927039.500000 Penalty: 12671.910156
	Iteration 47Q: 3 clusters Score -6927040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -6927038.500000 Penalty: 12671.910156
	Iteration 48Q: 3 clusters Score -6927038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -6927037.500000 Penalty: 12671.910156
	Iteration 49Q: 3 clusters Score -6927038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -6927040.000000 Penalty: 12671.910156
	Iteration 50Q: 3 clusters Score -6927040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -6927032.500000 Penalty: 12671.910156
	Iteration 51Q: 3 clusters Score -6927032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -6927032.500000 Penalty: 12671.910156
	Iteration 52F: 3 clusters Score -6927032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (35620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35620 members 
Entering Unmasked Estep 
Score: -8069952.500000 Penalty: 6419.405762
	Iteration 0F: 2 clusters Score -8069952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -8043581.500000 Penalty: 12838.811523
	Iteration 0F: 3 clusters Score -8043582 nChanged 15260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -8051632.500000 Penalty: 12838.811523
	Iteration 1F: 3 clusters Score -8051632 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -8052489.500000 Penalty: 12838.811523
	Iteration 2F: 3 clusters Score -8052490 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -8053264.000000 Penalty: 12838.811523
	Iteration 3F: 3 clusters Score -8053264 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -8053927.500000 Penalty: 12838.811523
	Iteration 4Q: 3 clusters Score -8053928 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -8054646.500000 Penalty: 12838.811523
	Iteration 5Q: 3 clusters Score -8054646 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -8055420.000000 Penalty: 12838.811523
	Iteration 6Q: 3 clusters Score -8055420 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -8056348.000000 Penalty: 12838.811523
	Iteration 7Q: 3 clusters Score -8056348 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -8057374.500000 Penalty: 12838.811523
	Iteration 8F: 3 clusters Score -8057374 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -8058613.500000 Penalty: 12838.811523
	Iteration 9F: 3 clusters Score -8058614 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26307 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -8059915.000000 Penalty: 12838.811523
	Iteration 10F: 3 clusters Score -8059915 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27805 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -8061028.500000 Penalty: 12838.811523
	Iteration 11Q: 3 clusters Score -8061028 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29110 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -8061945.000000 Penalty: 12838.811523
	Iteration 12Q: 3 clusters Score -8061945 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30163 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -8062642.500000 Penalty: 12838.811523
	Iteration 13Q: 3 clusters Score -8062642 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30982 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -8063117.500000 Penalty: 12838.811523
	Iteration 14Q: 3 clusters Score -8063118 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -8063429.000000 Penalty: 12838.811523
	Iteration 15Q: 3 clusters Score -8063429 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32071 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -8063716.000000 Penalty: 12838.811523
	Iteration 16Q: 3 clusters Score -8063716 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32457 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -8063910.500000 Penalty: 12838.811523
	Iteration 17Q: 3 clusters Score -8063910 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32738 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -8064045.500000 Penalty: 12838.811523
	Iteration 18Q: 3 clusters Score -8064046 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32950 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -8064172.000000 Penalty: 12838.811523
	Iteration 19Q: 3 clusters Score -8064172 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33137 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -8064272.000000 Penalty: 12838.811523
	Iteration 20F: 3 clusters Score -8064272 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33299 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -8064382.500000 Penalty: 12838.811523
	Iteration 21Q: 3 clusters Score -8064382 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33432 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -8064438.500000 Penalty: 12838.811523
	Iteration 22Q: 3 clusters Score -8064438 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -8064505.500000 Penalty: 12838.811523
	Iteration 23Q: 3 clusters Score -8064506 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33641 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -8064567.500000 Penalty: 12838.811523
	Iteration 24Q: 3 clusters Score -8064568 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33710 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -8064611.500000 Penalty: 12838.811523
	Iteration 25Q: 3 clusters Score -8064612 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33767 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -8064665.500000 Penalty: 12838.811523
	Iteration 26Q: 3 clusters Score -8064666 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33816 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -8064677.500000 Penalty: 12838.811523
	Iteration 27Q: 3 clusters Score -8064678 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33852 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -8064698.000000 Penalty: 12838.811523
	Iteration 28Q: 3 clusters Score -8064698 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33880 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -8064712.000000 Penalty: 12838.811523
	Iteration 29Q: 3 clusters Score -8064712 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33900 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -8064729.500000 Penalty: 12838.811523
	Iteration 30Q: 3 clusters Score -8064730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33919 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -8064734.000000 Penalty: 12838.811523
	Iteration 31Q: 3 clusters Score -8064734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33928 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -8064744.000000 Penalty: 12838.811523
	Iteration 32Q: 3 clusters Score -8064744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33938 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -8064749.500000 Penalty: 12838.811523
	Iteration 33Q: 3 clusters Score -8064750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33950 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -8064755.500000 Penalty: 12838.811523
	Iteration 34Q: 3 clusters Score -8064756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33962 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -8064748.000000 Penalty: 12838.811523
	Iteration 35Q: 3 clusters Score -8064748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33977 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -8064766.500000 Penalty: 12838.811523
	Iteration 36Q: 3 clusters Score -8064766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33984 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -8064767.000000 Penalty: 12838.811523
	Iteration 37Q: 3 clusters Score -8064767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33989 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -8064771.000000 Penalty: 12838.811523
	Iteration 38Q: 3 clusters Score -8064771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33996 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -8064769.000000 Penalty: 12838.811523
	Iteration 39Q: 3 clusters Score -8064769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34000 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -8064771.000000 Penalty: 12838.811523
	Iteration 40F: 3 clusters Score -8064771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34009 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -8064772.500000 Penalty: 12838.811523
	Iteration 41Q: 3 clusters Score -8064772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34020 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -8064775.000000 Penalty: 12838.811523
	Iteration 42Q: 3 clusters Score -8064775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34022 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -8064781.500000 Penalty: 12838.811523
	Iteration 43Q: 3 clusters Score -8064782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34025 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -8064777.000000 Penalty: 12838.811523
	Iteration 44Q: 3 clusters Score -8064777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -8064781.000000 Penalty: 12838.811523
	Iteration 45Q: 3 clusters Score -8064781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34028 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -8064785.500000 Penalty: 12838.811523
	Iteration 46Q: 3 clusters Score -8064786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34028 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -8064785.500000 Penalty: 12838.811523
	Iteration 47F: 3 clusters Score -8064786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (67350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67350 members 
Entering Unmasked Estep 
Score: -15084747.000000 Penalty: 6809.565918
	Iteration 0F: 2 clusters Score -1.508475e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33603 members 
Mstep: Class 2 contains 33747 members 
Entering Unmasked Estep 
Score: -15037984.000000 Penalty: 13619.131836
	Iteration 0F: 3 clusters Score -1.503798e+07 nChanged 30198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33335 members 
Mstep: Class 2 contains 34015 members 
Entering Unmasked Estep 
Score: -15054258.000000 Penalty: 13619.131836
	Iteration 1F: 3 clusters Score -1.505426e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33263 members 
Mstep: Class 2 contains 34087 members 
Entering Unmasked Estep 
Score: -15055160.000000 Penalty: 13619.131836
	Iteration 2Q: 3 clusters Score -1.505516e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33244 members 
Mstep: Class 2 contains 34106 members 
Entering Unmasked Estep 
Score: -15055932.000000 Penalty: 13619.131836
	Iteration 3Q: 3 clusters Score -1.505593e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33123 members 
Mstep: Class 2 contains 34227 members 
Entering Unmasked Estep 
Score: -15056587.000000 Penalty: 13619.131836
	Iteration 4Q: 3 clusters Score -1.505659e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32994 members 
Mstep: Class 2 contains 34356 members 
Entering Unmasked Estep 
Score: -15057312.000000 Penalty: 13619.131836
	Iteration 5Q: 3 clusters Score -1.505731e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32887 members 
Mstep: Class 2 contains 34463 members 
Entering Unmasked Estep 
Score: -15058036.000000 Penalty: 13619.131836
	Iteration 6Q: 3 clusters Score -1.505804e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32783 members 
Mstep: Class 2 contains 34567 members 
Entering Unmasked Estep 
Score: -15058793.000000 Penalty: 13619.131836
	Iteration 7Q: 3 clusters Score -1.505879e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32754 members 
Mstep: Class 2 contains 34596 members 
Entering Unmasked Estep 
Score: -15059662.000000 Penalty: 13619.131836
	Iteration 8Q: 3 clusters Score -1.505966e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32852 members 
Mstep: Class 2 contains 34498 members 
Entering Unmasked Estep 
Score: -15060454.000000 Penalty: 13619.131836
	Iteration 9Q: 3 clusters Score -1.506045e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32953 members 
Mstep: Class 2 contains 34397 members 
Entering Unmasked Estep 
Score: -15061144.000000 Penalty: 13619.131836
	Iteration 10Q: 3 clusters Score -1.506114e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33108 members 
Mstep: Class 2 contains 34242 members 
Entering Unmasked Estep 
Score: -15061790.000000 Penalty: 13619.131836
	Iteration 11Q: 3 clusters Score -1.506179e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33304 members 
Mstep: Class 2 contains 34046 members 
Entering Unmasked Estep 
Score: -15062344.000000 Penalty: 13619.131836
	Iteration 12Q: 3 clusters Score -1.506234e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33535 members 
Mstep: Class 2 contains 33815 members 
Entering Unmasked Estep 
Score: -15062734.000000 Penalty: 13619.131836
	Iteration 13Q: 3 clusters Score -1.506273e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33826 members 
Mstep: Class 2 contains 33524 members 
Entering Unmasked Estep 
Score: -15063249.000000 Penalty: 13619.131836
	Iteration 14Q: 3 clusters Score -1.506325e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34075 members 
Mstep: Class 2 contains 33275 members 
Entering Unmasked Estep 
Score: -15063593.000000 Penalty: 13619.131836
	Iteration 15Q: 3 clusters Score -1.506359e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34341 members 
Mstep: Class 2 contains 33009 members 
Entering Unmasked Estep 
Score: -15064034.000000 Penalty: 13619.131836
	Iteration 16Q: 3 clusters Score -1.506403e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34640 members 
Mstep: Class 2 contains 32710 members 
Entering Unmasked Estep 
Score: -15064370.000000 Penalty: 13619.131836
	Iteration 17Q: 3 clusters Score -1.506437e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34924 members 
Mstep: Class 2 contains 32426 members 
Entering Unmasked Estep 
Score: -15064597.000000 Penalty: 13619.131836
	Iteration 18Q: 3 clusters Score -1.50646e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35277 members 
Mstep: Class 2 contains 32073 members 
Entering Unmasked Estep 
Score: -15064913.000000 Penalty: 13619.131836
	Iteration 19Q: 3 clusters Score -1.506491e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35713 members 
Mstep: Class 2 contains 31637 members 
Entering Unmasked Estep 
Score: -15065142.000000 Penalty: 13619.131836
	Iteration 20F: 3 clusters Score -1.506514e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36216 members 
Mstep: Class 2 contains 31134 members 
Entering Unmasked Estep 
Score: -15065306.000000 Penalty: 13619.131836
	Iteration 21Q: 3 clusters Score -1.506531e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36760 members 
Mstep: Class 2 contains 30590 members 
Entering Unmasked Estep 
Score: -15065519.000000 Penalty: 13619.131836
	Iteration 22Q: 3 clusters Score -1.506552e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37392 members 
Mstep: Class 2 contains 29958 members 
Entering Unmasked Estep 
Score: -15065741.000000 Penalty: 13619.131836
	Iteration 23Q: 3 clusters Score -1.506574e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38081 members 
Mstep: Class 2 contains 29269 members 
Entering Unmasked Estep 
Score: -15065875.000000 Penalty: 13619.131836
	Iteration 24Q: 3 clusters Score -1.506588e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38806 members 
Mstep: Class 2 contains 28544 members 
Entering Unmasked Estep 
Score: -15066123.000000 Penalty: 13619.131836
	Iteration 25Q: 3 clusters Score -1.506612e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39611 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -15066238.000000 Penalty: 13619.131836
	Iteration 26Q: 3 clusters Score -1.506624e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40498 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -15066470.000000 Penalty: 13619.131836
	Iteration 27Q: 3 clusters Score -1.506647e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41477 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -15066770.000000 Penalty: 13619.131836
	Iteration 28Q: 3 clusters Score -1.506677e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42608 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -15067042.000000 Penalty: 13619.131836
	Iteration 29Q: 3 clusters Score -1.506704e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43821 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -15067354.000000 Penalty: 13619.131836
	Iteration 30Q: 3 clusters Score -1.506735e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45157 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -15067849.000000 Penalty: 13619.131836
	Iteration 31Q: 3 clusters Score -1.506785e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46725 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -15068390.000000 Penalty: 13619.131836
	Iteration 32Q: 3 clusters Score -1.506839e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48477 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -15068955.000000 Penalty: 13619.131836
	Iteration 33Q: 3 clusters Score -1.506896e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50423 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -15069857.000000 Penalty: 13619.131836
	Iteration 34Q: 3 clusters Score -1.506986e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52585 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -15070853.000000 Penalty: 13619.131836
	Iteration 35Q: 3 clusters Score -1.507085e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54760 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -15071994.000000 Penalty: 13619.131836
	Iteration 36Q: 3 clusters Score -1.507199e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56879 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -15073157.000000 Penalty: 13619.131836
	Iteration 37Q: 3 clusters Score -1.507316e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58889 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -15074314.000000 Penalty: 13619.131836
	Iteration 38Q: 3 clusters Score -1.507431e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60631 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -15075427.000000 Penalty: 13619.131836
	Iteration 39Q: 3 clusters Score -1.507543e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62078 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -15076358.000000 Penalty: 13619.131836
	Iteration 40F: 3 clusters Score -1.507636e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63237 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -15077095.000000 Penalty: 13619.131836
	Iteration 41Q: 3 clusters Score -1.50771e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64049 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -15077596.000000 Penalty: 13619.131836
	Iteration 42Q: 3 clusters Score -1.50776e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64602 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -15077990.000000 Penalty: 13619.131836
	Iteration 43Q: 3 clusters Score -1.507799e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64988 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -15078264.000000 Penalty: 13619.131836
	Iteration 44Q: 3 clusters Score -1.507826e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65259 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -15078385.000000 Penalty: 13619.131836
	Iteration 45Q: 3 clusters Score -1.507838e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65455 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -15078583.000000 Penalty: 13619.131836
	Iteration 46Q: 3 clusters Score -1.507858e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65579 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -15078646.000000 Penalty: 13619.131836
	Iteration 47Q: 3 clusters Score -1.507865e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65689 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -15078712.000000 Penalty: 13619.131836
	Iteration 48Q: 3 clusters Score -1.507871e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65763 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -15078797.000000 Penalty: 13619.131836
	Iteration 49Q: 3 clusters Score -1.50788e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65811 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -15078842.000000 Penalty: 13619.131836
	Iteration 50Q: 3 clusters Score -1.507884e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65849 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -15078904.000000 Penalty: 13619.131836
	Iteration 51Q: 3 clusters Score -1.50789e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65874 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -15078907.000000 Penalty: 13619.131836
	Iteration 52Q: 3 clusters Score -1.507891e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65894 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -15078892.000000 Penalty: 13619.131836
	Iteration 53Q: 3 clusters Score -1.507889e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65910 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -15078911.000000 Penalty: 13619.131836
	Iteration 54Q: 3 clusters Score -1.507891e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65923 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -15078934.000000 Penalty: 13619.131836
	Iteration 55Q: 3 clusters Score -1.507893e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65926 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -15078949.000000 Penalty: 13619.131836
	Iteration 56Q: 3 clusters Score -1.507895e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65933 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -15078951.000000 Penalty: 13619.131836
	Iteration 57Q: 3 clusters Score -1.507895e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65937 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -15078941.000000 Penalty: 13619.131836
	Iteration 58Q: 3 clusters Score -1.507894e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65942 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -15078960.000000 Penalty: 13619.131836
	Iteration 59Q: 3 clusters Score -1.507896e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65946 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -15078952.000000 Penalty: 13619.131836
	Iteration 60F: 3 clusters Score -1.507895e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65945 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -15078961.000000 Penalty: 13619.131836
	Iteration 61Q: 3 clusters Score -1.507896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65948 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -15078951.000000 Penalty: 13619.131836
	Iteration 62Q: 3 clusters Score -1.507895e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65951 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -15078959.000000 Penalty: 13619.131836
	Iteration 63Q: 3 clusters Score -1.507896e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65955 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -15078957.000000 Penalty: 13619.131836
	Iteration 64Q: 3 clusters Score -1.507896e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65961 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -15078961.000000 Penalty: 13619.131836
	Iteration 65Q: 3 clusters Score -1.507896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65962 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -15078967.000000 Penalty: 13619.131836
	Iteration 66Q: 3 clusters Score -1.507897e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65963 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -15078963.000000 Penalty: 13619.131836
	Iteration 67Q: 3 clusters Score -1.507896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65966 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -15078973.000000 Penalty: 13619.131836
	Iteration 68Q: 3 clusters Score -1.507897e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65971 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -15078964.000000 Penalty: 13619.131836
	Iteration 69Q: 3 clusters Score -1.507896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65974 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -15078962.000000 Penalty: 13619.131836
	Iteration 70Q: 3 clusters Score -1.507896e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65980 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -15078964.000000 Penalty: 13619.131836
	Iteration 71Q: 3 clusters Score -1.507896e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65982 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -15078977.000000 Penalty: 13619.131836
	Iteration 72Q: 3 clusters Score -1.507898e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65985 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -15078972.000000 Penalty: 13619.131836
	Iteration 73Q: 3 clusters Score -1.507897e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65985 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -15078972.000000 Penalty: 13619.131836
	Iteration 74F: 3 clusters Score -1.507897e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 28804 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10930 members 
Mstep: Class 5 contains 5469 members 
Mstep: Class 6 contains 12299 members 
Mstep: Class 7 contains 18077 members 
Mstep: Class 8 contains 143523 members 
Mstep: Class 9 contains 10489 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68718 members 
Mstep: Class 12 contains 1729 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62592 members 
Mstep: Class 15 contains 15795 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20200 members 
Mstep: Class 18 contains 53662 members 
Mstep: Class 19 contains 16849 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44135 members 
Mstep: Class 22 contains 5972 members 
Mstep: Class 23 contains 29051 members 
Mstep: Class 24 contains 13303 members 
Mstep: Class 25 contains 31083 members 
Mstep: Class 26 contains 35620 members 
Mstep: Class 27 contains 67350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157296752.000000 Penalty: 222986.234375
Iteration 239Q: 28 clusters Score -1.572968e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 28801 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10930 members 
Mstep: Class 5 contains 5468 members 
Mstep: Class 6 contains 12307 members 
Mstep: Class 7 contains 18058 members 
Mstep: Class 8 contains 143523 members 
Mstep: Class 9 contains 10488 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68715 members 
Mstep: Class 12 contains 1729 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62591 members 
Mstep: Class 15 contains 15795 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20201 members 
Mstep: Class 18 contains 53657 members 
Mstep: Class 19 contains 16848 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44159 members 
Mstep: Class 22 contains 5972 members 
Mstep: Class 23 contains 29052 members 
Mstep: Class 24 contains 13300 members 
Mstep: Class 25 contains 31085 members 
Mstep: Class 26 contains 35619 members 
Mstep: Class 27 contains 67352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157296656.000000 Penalty: 222986.234375
Iteration 240F: 28 clusters Score -1.572967e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 28801 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10929 members 
Mstep: Class 5 contains 5467 members 
Mstep: Class 6 contains 12330 members 
Mstep: Class 7 contains 18045 members 
Mstep: Class 8 contains 143518 members 
Mstep: Class 9 contains 10488 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68705 members 
Mstep: Class 12 contains 1729 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62592 members 
Mstep: Class 15 contains 15793 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20201 members 
Mstep: Class 18 contains 53651 members 
Mstep: Class 19 contains 16848 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44176 members 
Mstep: Class 22 contains 5972 members 
Mstep: Class 23 contains 29050 members 
Mstep: Class 24 contains 13298 members 
Mstep: Class 25 contains 31085 members 
Mstep: Class 26 contains 35618 members 
Mstep: Class 27 contains 67354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157296672.000000 Penalty: 222986.234375
Iteration 241Q: 28 clusters Score -1.572967e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 28800 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10928 members 
Mstep: Class 5 contains 5468 members 
Mstep: Class 6 contains 12335 members 
Mstep: Class 7 contains 18035 members 
Mstep: Class 8 contains 143520 members 
Mstep: Class 9 contains 10486 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68700 members 
Mstep: Class 12 contains 1729 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62591 members 
Mstep: Class 15 contains 15793 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20199 members 
Mstep: Class 18 contains 53645 members 
Mstep: Class 19 contains 16846 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44191 members 
Mstep: Class 22 contains 5973 members 
Mstep: Class 23 contains 29051 members 
Mstep: Class 24 contains 13297 members 
Mstep: Class 25 contains 31091 members 
Mstep: Class 26 contains 35617 members 
Mstep: Class 27 contains 67356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157296464.000000 Penalty: 222986.234375
Iteration 242Q: 28 clusters Score -1.572965e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 28799 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10928 members 
Mstep: Class 5 contains 5467 members 
Mstep: Class 6 contains 12346 members 
Mstep: Class 7 contains 18019 members 
Mstep: Class 8 contains 143525 members 
Mstep: Class 9 contains 10484 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68695 members 
Mstep: Class 12 contains 1729 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62593 members 
Mstep: Class 15 contains 15792 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20194 members 
Mstep: Class 18 contains 53636 members 
Mstep: Class 19 contains 16846 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44203 members 
Mstep: Class 22 contains 5973 members 
Mstep: Class 23 contains 29054 members 
Mstep: Class 24 contains 13297 members 
Mstep: Class 25 contains 31096 members 
Mstep: Class 26 contains 35614 members 
Mstep: Class 27 contains 67361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157296416.000000 Penalty: 222986.234375
Iteration 243Q: 28 clusters Score -1.572964e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 28797 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10928 members 
Mstep: Class 5 contains 5467 members 
Mstep: Class 6 contains 12359 members 
Mstep: Class 7 contains 18006 members 
Mstep: Class 8 contains 143522 members 
Mstep: Class 9 contains 10482 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68693 members 
Mstep: Class 12 contains 1729 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62594 members 
Mstep: Class 15 contains 15790 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20189 members 
Mstep: Class 18 contains 53637 members 
Mstep: Class 19 contains 16844 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44224 members 
Mstep: Class 22 contains 5973 members 
Mstep: Class 23 contains 29048 members 
Mstep: Class 24 contains 13297 members 
Mstep: Class 25 contains 31096 members 
Mstep: Class 26 contains 35613 members 
Mstep: Class 27 contains 67363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157296368.000000 Penalty: 222986.234375
Iteration 244Q: 28 clusters Score -1.572964e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 28796 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10927 members 
Mstep: Class 5 contains 5467 members 
Mstep: Class 6 contains 12369 members 
Mstep: Class 7 contains 17995 members 
Mstep: Class 8 contains 143517 members 
Mstep: Class 9 contains 10484 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68690 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62595 members 
Mstep: Class 15 contains 15788 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20185 members 
Mstep: Class 18 contains 53627 members 
Mstep: Class 19 contains 16845 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44243 members 
Mstep: Class 22 contains 5973 members 
Mstep: Class 23 contains 29047 members 
Mstep: Class 24 contains 13297 members 
Mstep: Class 25 contains 31100 members 
Mstep: Class 26 contains 35612 members 
Mstep: Class 27 contains 67363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157296368.000000 Penalty: 222986.234375
Iteration 245Q: 28 clusters Score -1.572964e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 28793 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10926 members 
Mstep: Class 5 contains 5468 members 
Mstep: Class 6 contains 12379 members 
Mstep: Class 7 contains 17981 members 
Mstep: Class 8 contains 143516 members 
Mstep: Class 9 contains 10485 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68689 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62595 members 
Mstep: Class 15 contains 15786 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20183 members 
Mstep: Class 18 contains 53621 members 
Mstep: Class 19 contains 16846 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44264 members 
Mstep: Class 22 contains 5973 members 
Mstep: Class 23 contains 29044 members 
Mstep: Class 24 contains 13299 members 
Mstep: Class 25 contains 31099 members 
Mstep: Class 26 contains 35613 members 
Mstep: Class 27 contains 67362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157296272.000000 Penalty: 222986.234375
Iteration 246Q: 28 clusters Score -1.572963e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 28790 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10926 members 
Mstep: Class 5 contains 5468 members 
Mstep: Class 6 contains 12395 members 
Mstep: Class 7 contains 17969 members 
Mstep: Class 8 contains 143512 members 
Mstep: Class 9 contains 10484 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68682 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62595 members 
Mstep: Class 15 contains 15786 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20180 members 
Mstep: Class 18 contains 53610 members 
Mstep: Class 19 contains 16844 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44288 members 
Mstep: Class 22 contains 5973 members 
Mstep: Class 23 contains 29044 members 
Mstep: Class 24 contains 13298 members 
Mstep: Class 25 contains 31101 members 
Mstep: Class 26 contains 35615 members 
Mstep: Class 27 contains 67363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157296320.000000 Penalty: 222986.234375
Iteration 247Q: 28 clusters Score -1.572963e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 28787 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10926 members 
Mstep: Class 5 contains 5468 members 
Mstep: Class 6 contains 12412 members 
Mstep: Class 7 contains 17954 members 
Mstep: Class 8 contains 143517 members 
Mstep: Class 9 contains 10481 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68679 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62594 members 
Mstep: Class 15 contains 15786 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20179 members 
Mstep: Class 18 contains 53602 members 
Mstep: Class 19 contains 16843 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44301 members 
Mstep: Class 22 contains 5973 members 
Mstep: Class 23 contains 29045 members 
Mstep: Class 24 contains 13298 members 
Mstep: Class 25 contains 31100 members 
Mstep: Class 26 contains 35614 members 
Mstep: Class 27 contains 67365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157296176.000000 Penalty: 222986.234375
Iteration 248Q: 28 clusters Score -1.572962e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 28782 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10926 members 
Mstep: Class 5 contains 5469 members 
Mstep: Class 6 contains 12430 members 
Mstep: Class 7 contains 17938 members 
Mstep: Class 8 contains 143522 members 
Mstep: Class 9 contains 10480 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68664 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62595 members 
Mstep: Class 15 contains 15786 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20179 members 
Mstep: Class 18 contains 53594 members 
Mstep: Class 19 contains 16843 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44317 members 
Mstep: Class 22 contains 5973 members 
Mstep: Class 23 contains 29046 members 
Mstep: Class 24 contains 13298 members 
Mstep: Class 25 contains 31100 members 
Mstep: Class 26 contains 35615 members 
Mstep: Class 27 contains 67367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157296384.000000 Penalty: 222986.234375
Iteration 249Q: 28 clusters Score -1.572964e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 28776 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10926 members 
Mstep: Class 5 contains 5470 members 
Mstep: Class 6 contains 12451 members 
Mstep: Class 7 contains 17917 members 
Mstep: Class 8 contains 143526 members 
Mstep: Class 9 contains 10479 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68660 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62598 members 
Mstep: Class 15 contains 15785 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20180 members 
Mstep: Class 18 contains 53586 members 
Mstep: Class 19 contains 16840 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44330 members 
Mstep: Class 22 contains 5973 members 
Mstep: Class 23 contains 29043 members 
Mstep: Class 24 contains 13298 members 
Mstep: Class 25 contains 31100 members 
Mstep: Class 26 contains 35615 members 
Mstep: Class 27 contains 67371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157296416.000000 Penalty: 222986.234375
Iteration 250Q: 28 clusters Score -1.572964e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 28774 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10926 members 
Mstep: Class 5 contains 5472 members 
Mstep: Class 6 contains 12474 members 
Mstep: Class 7 contains 17900 members 
Mstep: Class 8 contains 143523 members 
Mstep: Class 9 contains 10479 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68645 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62599 members 
Mstep: Class 15 contains 15786 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20183 members 
Mstep: Class 18 contains 53579 members 
Mstep: Class 19 contains 16836 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44345 members 
Mstep: Class 22 contains 5973 members 
Mstep: Class 23 contains 29041 members 
Mstep: Class 24 contains 13299 members 
Mstep: Class 25 contains 31100 members 
Mstep: Class 26 contains 35615 members 
Mstep: Class 27 contains 67374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157296352.000000 Penalty: 222986.234375
Iteration 251Q: 28 clusters Score -1.572964e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 28772 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10926 members 
Mstep: Class 5 contains 5472 members 
Mstep: Class 6 contains 12481 members 
Mstep: Class 7 contains 17891 members 
Mstep: Class 8 contains 143527 members 
Mstep: Class 9 contains 10479 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68632 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62598 members 
Mstep: Class 15 contains 15786 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20189 members 
Mstep: Class 18 contains 53571 members 
Mstep: Class 19 contains 16836 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44363 members 
Mstep: Class 22 contains 5975 members 
Mstep: Class 23 contains 29042 members 
Mstep: Class 24 contains 13298 members 
Mstep: Class 25 contains 31096 members 
Mstep: Class 26 contains 35615 members 
Mstep: Class 27 contains 67375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157296384.000000 Penalty: 222986.234375
Iteration 252Q: 28 clusters Score -1.572964e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 28771 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10924 members 
Mstep: Class 5 contains 5472 members 
Mstep: Class 6 contains 12485 members 
Mstep: Class 7 contains 17880 members 
Mstep: Class 8 contains 143528 members 
Mstep: Class 9 contains 10478 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68621 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62597 members 
Mstep: Class 15 contains 15786 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20192 members 
Mstep: Class 18 contains 53563 members 
Mstep: Class 19 contains 16834 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44386 members 
Mstep: Class 22 contains 5974 members 
Mstep: Class 23 contains 29047 members 
Mstep: Class 24 contains 13300 members 
Mstep: Class 25 contains 31094 members 
Mstep: Class 26 contains 35614 members 
Mstep: Class 27 contains 67376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157296416.000000 Penalty: 222986.234375
Iteration 253Q: 28 clusters Score -1.572964e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 28767 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10923 members 
Mstep: Class 5 contains 5473 members 
Mstep: Class 6 contains 12488 members 
Mstep: Class 7 contains 17878 members 
Mstep: Class 8 contains 143533 members 
Mstep: Class 9 contains 10478 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68609 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62595 members 
Mstep: Class 15 contains 15783 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20189 members 
Mstep: Class 18 contains 53558 members 
Mstep: Class 19 contains 16833 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44401 members 
Mstep: Class 22 contains 5974 members 
Mstep: Class 23 contains 29052 members 
Mstep: Class 24 contains 13302 members 
Mstep: Class 25 contains 31094 members 
Mstep: Class 26 contains 35614 members 
Mstep: Class 27 contains 67379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157296512.000000 Penalty: 222986.234375
Iteration 254Q: 28 clusters Score -1.572965e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 28762 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10921 members 
Mstep: Class 5 contains 5474 members 
Mstep: Class 6 contains 12501 members 
Mstep: Class 7 contains 17869 members 
Mstep: Class 8 contains 143534 members 
Mstep: Class 9 contains 10478 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68595 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62595 members 
Mstep: Class 15 contains 15781 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20187 members 
Mstep: Class 18 contains 53550 members 
Mstep: Class 19 contains 16830 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44419 members 
Mstep: Class 22 contains 5974 members 
Mstep: Class 23 contains 29055 members 
Mstep: Class 24 contains 13303 members 
Mstep: Class 25 contains 31098 members 
Mstep: Class 26 contains 35613 members 
Mstep: Class 27 contains 67382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157296736.000000 Penalty: 222986.234375
Iteration 255Q: 28 clusters Score -1.572967e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 28756 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10919 members 
Mstep: Class 5 contains 5471 members 
Mstep: Class 6 contains 12505 members 
Mstep: Class 7 contains 17869 members 
Mstep: Class 8 contains 143548 members 
Mstep: Class 9 contains 10476 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68585 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62595 members 
Mstep: Class 15 contains 15780 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20188 members 
Mstep: Class 18 contains 53544 members 
Mstep: Class 19 contains 16826 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44432 members 
Mstep: Class 22 contains 5974 members 
Mstep: Class 23 contains 29056 members 
Mstep: Class 24 contains 13301 members 
Mstep: Class 25 contains 31099 members 
Mstep: Class 26 contains 35612 members 
Mstep: Class 27 contains 67386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157296672.000000 Penalty: 222986.234375
Iteration 256Q: 28 clusters Score -1.572967e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 28754 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10920 members 
Mstep: Class 5 contains 5471 members 
Mstep: Class 6 contains 12501 members 
Mstep: Class 7 contains 17863 members 
Mstep: Class 8 contains 143551 members 
Mstep: Class 9 contains 10475 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68584 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62595 members 
Mstep: Class 15 contains 15780 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20188 members 
Mstep: Class 18 contains 53540 members 
Mstep: Class 19 contains 16826 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44444 members 
Mstep: Class 22 contains 5974 members 
Mstep: Class 23 contains 29059 members 
Mstep: Class 24 contains 13299 members 
Mstep: Class 25 contains 31099 members 
Mstep: Class 26 contains 35612 members 
Mstep: Class 27 contains 67386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157296688.000000 Penalty: 222986.234375
Iteration 257Q: 28 clusters Score -1.572967e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 28753 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10920 members 
Mstep: Class 5 contains 5470 members 
Mstep: Class 6 contains 12507 members 
Mstep: Class 7 contains 17860 members 
Mstep: Class 8 contains 143552 members 
Mstep: Class 9 contains 10476 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68576 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62595 members 
Mstep: Class 15 contains 15778 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20187 members 
Mstep: Class 18 contains 53532 members 
Mstep: Class 19 contains 16826 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44456 members 
Mstep: Class 22 contains 5973 members 
Mstep: Class 23 contains 29061 members 
Mstep: Class 24 contains 13298 members 
Mstep: Class 25 contains 31100 members 
Mstep: Class 26 contains 35612 members 
Mstep: Class 27 contains 67388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157296832.000000 Penalty: 222986.234375
Iteration 258Q: 28 clusters Score -1.572968e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 28752 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10919 members 
Mstep: Class 5 contains 5469 members 
Mstep: Class 6 contains 12509 members 
Mstep: Class 7 contains 17853 members 
Mstep: Class 8 contains 143554 members 
Mstep: Class 9 contains 10475 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68568 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62595 members 
Mstep: Class 15 contains 15778 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20186 members 
Mstep: Class 18 contains 53532 members 
Mstep: Class 19 contains 16826 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44466 members 
Mstep: Class 22 contains 5973 members 
Mstep: Class 23 contains 29065 members 
Mstep: Class 24 contains 13299 members 
Mstep: Class 25 contains 31101 members 
Mstep: Class 26 contains 35612 members 
Mstep: Class 27 contains 67390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157296816.000000 Penalty: 222986.234375
Iteration 259Q: 28 clusters Score -1.572968e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 28751 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10919 members 
Mstep: Class 5 contains 5468 members 
Mstep: Class 6 contains 12516 members 
Mstep: Class 7 contains 17849 members 
Mstep: Class 8 contains 143554 members 
Mstep: Class 9 contains 10474 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68558 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62596 members 
Mstep: Class 15 contains 15778 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20186 members 
Mstep: Class 18 contains 53528 members 
Mstep: Class 19 contains 16826 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44472 members 
Mstep: Class 22 contains 5973 members 
Mstep: Class 23 contains 29068 members 
Mstep: Class 24 contains 13299 members 
Mstep: Class 25 contains 31102 members 
Mstep: Class 26 contains 35612 members 
Mstep: Class 27 contains 67393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157296752.000000 Penalty: 222986.234375
Iteration 260F: 28 clusters Score -1.572968e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 28751 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10919 members 
Mstep: Class 5 contains 5465 members 
Mstep: Class 6 contains 12519 members 
Mstep: Class 7 contains 17842 members 
Mstep: Class 8 contains 143553 members 
Mstep: Class 9 contains 10474 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68551 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62596 members 
Mstep: Class 15 contains 15778 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20188 members 
Mstep: Class 18 contains 53527 members 
Mstep: Class 19 contains 16827 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44483 members 
Mstep: Class 22 contains 5973 members 
Mstep: Class 23 contains 29071 members 
Mstep: Class 24 contains 13299 members 
Mstep: Class 25 contains 31101 members 
Mstep: Class 26 contains 35612 members 
Mstep: Class 27 contains 67394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157296784.000000 Penalty: 222986.234375
Iteration 261Q: 28 clusters Score -1.572968e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 28751 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10920 members 
Mstep: Class 5 contains 5465 members 
Mstep: Class 6 contains 12524 members 
Mstep: Class 7 contains 17831 members 
Mstep: Class 8 contains 143551 members 
Mstep: Class 9 contains 10473 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68548 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62596 members 
Mstep: Class 15 contains 15778 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20186 members 
Mstep: Class 18 contains 53526 members 
Mstep: Class 19 contains 16829 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44491 members 
Mstep: Class 22 contains 5973 members 
Mstep: Class 23 contains 29073 members 
Mstep: Class 24 contains 13299 members 
Mstep: Class 25 contains 31102 members 
Mstep: Class 26 contains 35613 members 
Mstep: Class 27 contains 67395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157296672.000000 Penalty: 222986.234375
Iteration 262Q: 28 clusters Score -1.572967e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 28751 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10919 members 
Mstep: Class 5 contains 5465 members 
Mstep: Class 6 contains 12523 members 
Mstep: Class 7 contains 17822 members 
Mstep: Class 8 contains 143553 members 
Mstep: Class 9 contains 10472 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68550 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62599 members 
Mstep: Class 15 contains 15776 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20185 members 
Mstep: Class 18 contains 53526 members 
Mstep: Class 19 contains 16827 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44498 members 
Mstep: Class 22 contains 5973 members 
Mstep: Class 23 contains 29070 members 
Mstep: Class 24 contains 13296 members 
Mstep: Class 25 contains 31107 members 
Mstep: Class 26 contains 35613 members 
Mstep: Class 27 contains 67399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157296720.000000 Penalty: 222986.234375
Iteration 263Q: 28 clusters Score -1.572967e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 28750 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10918 members 
Mstep: Class 5 contains 5464 members 
Mstep: Class 6 contains 12520 members 
Mstep: Class 7 contains 17815 members 
Mstep: Class 8 contains 143551 members 
Mstep: Class 9 contains 10472 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68549 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62599 members 
Mstep: Class 15 contains 15775 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20186 members 
Mstep: Class 18 contains 53528 members 
Mstep: Class 19 contains 16827 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44511 members 
Mstep: Class 22 contains 5973 members 
Mstep: Class 23 contains 29070 members 
Mstep: Class 24 contains 13296 members 
Mstep: Class 25 contains 31107 members 
Mstep: Class 26 contains 35613 members 
Mstep: Class 27 contains 67401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157296832.000000 Penalty: 222986.234375
Iteration 264Q: 28 clusters Score -1.572968e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 28750 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10917 members 
Mstep: Class 5 contains 5462 members 
Mstep: Class 6 contains 12519 members 
Mstep: Class 7 contains 17811 members 
Mstep: Class 8 contains 143549 members 
Mstep: Class 9 contains 10472 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68551 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62599 members 
Mstep: Class 15 contains 15774 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20186 members 
Mstep: Class 18 contains 53527 members 
Mstep: Class 19 contains 16826 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44525 members 
Mstep: Class 22 contains 5973 members 
Mstep: Class 23 contains 29068 members 
Mstep: Class 24 contains 13295 members 
Mstep: Class 25 contains 31109 members 
Mstep: Class 26 contains 35611 members 
Mstep: Class 27 contains 67401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157296832.000000 Penalty: 222986.234375
Iteration 265Q: 28 clusters Score -1.572968e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 28750 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10917 members 
Mstep: Class 5 contains 5458 members 
Mstep: Class 6 contains 12518 members 
Mstep: Class 7 contains 17808 members 
Mstep: Class 8 contains 143546 members 
Mstep: Class 9 contains 10472 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68550 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62599 members 
Mstep: Class 15 contains 15771 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20186 members 
Mstep: Class 18 contains 53527 members 
Mstep: Class 19 contains 16826 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44543 members 
Mstep: Class 22 contains 5973 members 
Mstep: Class 23 contains 29067 members 
Mstep: Class 24 contains 13294 members 
Mstep: Class 25 contains 31109 members 
Mstep: Class 26 contains 35610 members 
Mstep: Class 27 contains 67401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157296752.000000 Penalty: 222986.234375
Iteration 266Q: 28 clusters Score -1.572968e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 28750 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10917 members 
Mstep: Class 5 contains 5457 members 
Mstep: Class 6 contains 12516 members 
Mstep: Class 7 contains 17807 members 
Mstep: Class 8 contains 143539 members 
Mstep: Class 9 contains 10472 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68548 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62599 members 
Mstep: Class 15 contains 15772 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20186 members 
Mstep: Class 18 contains 53525 members 
Mstep: Class 19 contains 16825 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44559 members 
Mstep: Class 22 contains 5973 members 
Mstep: Class 23 contains 29067 members 
Mstep: Class 24 contains 13294 members 
Mstep: Class 25 contains 31109 members 
Mstep: Class 26 contains 35610 members 
Mstep: Class 27 contains 67401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157296848.000000 Penalty: 222986.234375
Iteration 267Q: 28 clusters Score -1.572968e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 28750 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10915 members 
Mstep: Class 5 contains 5454 members 
Mstep: Class 6 contains 12515 members 
Mstep: Class 7 contains 17808 members 
Mstep: Class 8 contains 143538 members 
Mstep: Class 9 contains 10471 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68545 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62599 members 
Mstep: Class 15 contains 15771 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20186 members 
Mstep: Class 18 contains 53520 members 
Mstep: Class 19 contains 16824 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44574 members 
Mstep: Class 22 contains 5973 members 
Mstep: Class 23 contains 29068 members 
Mstep: Class 24 contains 13293 members 
Mstep: Class 25 contains 31109 members 
Mstep: Class 26 contains 35611 members 
Mstep: Class 27 contains 67402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157296896.000000 Penalty: 222986.234375
Iteration 268Q: 28 clusters Score -1.572969e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 28750 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10915 members 
Mstep: Class 5 contains 5452 members 
Mstep: Class 6 contains 12510 members 
Mstep: Class 7 contains 17805 members 
Mstep: Class 8 contains 143543 members 
Mstep: Class 9 contains 10471 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68543 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62600 members 
Mstep: Class 15 contains 15769 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20187 members 
Mstep: Class 18 contains 53513 members 
Mstep: Class 19 contains 16825 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44586 members 
Mstep: Class 22 contains 5973 members 
Mstep: Class 23 contains 29067 members 
Mstep: Class 24 contains 13293 members 
Mstep: Class 25 contains 31110 members 
Mstep: Class 26 contains 35609 members 
Mstep: Class 27 contains 67405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157296992.000000 Penalty: 222986.234375
Iteration 269Q: 28 clusters Score -1.57297e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 28750 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10914 members 
Mstep: Class 5 contains 5452 members 
Mstep: Class 6 contains 12516 members 
Mstep: Class 7 contains 17793 members 
Mstep: Class 8 contains 143540 members 
Mstep: Class 9 contains 10472 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68542 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62602 members 
Mstep: Class 15 contains 15769 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20187 members 
Mstep: Class 18 contains 53510 members 
Mstep: Class 19 contains 16826 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44598 members 
Mstep: Class 22 contains 5973 members 
Mstep: Class 23 contains 29067 members 
Mstep: Class 24 contains 13291 members 
Mstep: Class 25 contains 31109 members 
Mstep: Class 26 contains 35608 members 
Mstep: Class 27 contains 67407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157296912.000000 Penalty: 222986.234375
Iteration 270Q: 28 clusters Score -1.572969e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 28750 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10914 members 
Mstep: Class 5 contains 5452 members 
Mstep: Class 6 contains 12523 members 
Mstep: Class 7 contains 17783 members 
Mstep: Class 8 contains 143540 members 
Mstep: Class 9 contains 10472 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68539 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62602 members 
Mstep: Class 15 contains 15769 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20188 members 
Mstep: Class 18 contains 53502 members 
Mstep: Class 19 contains 16826 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44609 members 
Mstep: Class 22 contains 5973 members 
Mstep: Class 23 contains 29068 members 
Mstep: Class 24 contains 13291 members 
Mstep: Class 25 contains 31109 members 
Mstep: Class 26 contains 35607 members 
Mstep: Class 27 contains 67409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157296976.000000 Penalty: 222986.234375
Iteration 271Q: 28 clusters Score -1.57297e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 28750 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10913 members 
Mstep: Class 5 contains 5452 members 
Mstep: Class 6 contains 12537 members 
Mstep: Class 7 contains 17775 members 
Mstep: Class 8 contains 143532 members 
Mstep: Class 9 contains 10471 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68537 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62602 members 
Mstep: Class 15 contains 15769 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20187 members 
Mstep: Class 18 contains 53498 members 
Mstep: Class 19 contains 16825 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44621 members 
Mstep: Class 22 contains 5973 members 
Mstep: Class 23 contains 29069 members 
Mstep: Class 24 contains 13291 members 
Mstep: Class 25 contains 31109 members 
Mstep: Class 26 contains 35605 members 
Mstep: Class 27 contains 67410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157297104.000000 Penalty: 222986.234375
Iteration 272Q: 28 clusters Score -1.572971e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 28750 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10913 members 
Mstep: Class 5 contains 5452 members 
Mstep: Class 6 contains 12542 members 
Mstep: Class 7 contains 17771 members 
Mstep: Class 8 contains 143527 members 
Mstep: Class 9 contains 10469 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68534 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62601 members 
Mstep: Class 15 contains 15771 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20190 members 
Mstep: Class 18 contains 53494 members 
Mstep: Class 19 contains 16824 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44633 members 
Mstep: Class 22 contains 5973 members 
Mstep: Class 23 contains 29070 members 
Mstep: Class 24 contains 13291 members 
Mstep: Class 25 contains 31107 members 
Mstep: Class 26 contains 35604 members 
Mstep: Class 27 contains 67410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157297104.000000 Penalty: 222986.234375
Iteration 273Q: 28 clusters Score -1.572971e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 28750 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10913 members 
Mstep: Class 5 contains 5452 members 
Mstep: Class 6 contains 12552 members 
Mstep: Class 7 contains 17763 members 
Mstep: Class 8 contains 143527 members 
Mstep: Class 9 contains 10469 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68533 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62601 members 
Mstep: Class 15 contains 15771 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20190 members 
Mstep: Class 18 contains 53491 members 
Mstep: Class 19 contains 16823 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44635 members 
Mstep: Class 22 contains 5973 members 
Mstep: Class 23 contains 29070 members 
Mstep: Class 24 contains 13291 members 
Mstep: Class 25 contains 31107 members 
Mstep: Class 26 contains 35604 members 
Mstep: Class 27 contains 67411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157297072.000000 Penalty: 222986.234375
Iteration 274Q: 28 clusters Score -1.572971e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 28750 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10913 members 
Mstep: Class 5 contains 5452 members 
Mstep: Class 6 contains 12558 members 
Mstep: Class 7 contains 17757 members 
Mstep: Class 8 contains 143526 members 
Mstep: Class 9 contains 10469 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68530 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62601 members 
Mstep: Class 15 contains 15771 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20192 members 
Mstep: Class 18 contains 53487 members 
Mstep: Class 19 contains 16822 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44640 members 
Mstep: Class 22 contains 5973 members 
Mstep: Class 23 contains 29070 members 
Mstep: Class 24 contains 13290 members 
Mstep: Class 25 contains 31107 members 
Mstep: Class 26 contains 35604 members 
Mstep: Class 27 contains 67412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157297200.000000 Penalty: 222986.234375
Iteration 275Q: 28 clusters Score -1.572972e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 28750 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10913 members 
Mstep: Class 5 contains 5452 members 
Mstep: Class 6 contains 12564 members 
Mstep: Class 7 contains 17751 members 
Mstep: Class 8 contains 143526 members 
Mstep: Class 9 contains 10468 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68527 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62601 members 
Mstep: Class 15 contains 15771 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20194 members 
Mstep: Class 18 contains 53486 members 
Mstep: Class 19 contains 16821 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44643 members 
Mstep: Class 22 contains 5973 members 
Mstep: Class 23 contains 29071 members 
Mstep: Class 24 contains 13289 members 
Mstep: Class 25 contains 31107 members 
Mstep: Class 26 contains 35603 members 
Mstep: Class 27 contains 67413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157297120.000000 Penalty: 222986.234375
Iteration 276Q: 28 clusters Score -1.572971e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 28750 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10913 members 
Mstep: Class 5 contains 5452 members 
Mstep: Class 6 contains 12568 members 
Mstep: Class 7 contains 17747 members 
Mstep: Class 8 contains 143524 members 
Mstep: Class 9 contains 10468 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68523 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62601 members 
Mstep: Class 15 contains 15771 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20195 members 
Mstep: Class 18 contains 53486 members 
Mstep: Class 19 contains 16821 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44647 members 
Mstep: Class 22 contains 5973 members 
Mstep: Class 23 contains 29072 members 
Mstep: Class 24 contains 13289 members 
Mstep: Class 25 contains 31107 members 
Mstep: Class 26 contains 35603 members 
Mstep: Class 27 contains 67413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157297024.000000 Penalty: 222986.234375
Iteration 277Q: 28 clusters Score -1.57297e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 28750 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10913 members 
Mstep: Class 5 contains 5452 members 
Mstep: Class 6 contains 12578 members 
Mstep: Class 7 contains 17744 members 
Mstep: Class 8 contains 143525 members 
Mstep: Class 9 contains 10469 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68520 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62601 members 
Mstep: Class 15 contains 15771 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20194 members 
Mstep: Class 18 contains 53481 members 
Mstep: Class 19 contains 16821 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44648 members 
Mstep: Class 22 contains 5973 members 
Mstep: Class 23 contains 29072 members 
Mstep: Class 24 contains 13289 members 
Mstep: Class 25 contains 31106 members 
Mstep: Class 26 contains 35603 members 
Mstep: Class 27 contains 67413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157297104.000000 Penalty: 222986.234375
Iteration 278Q: 28 clusters Score -1.572971e+08 nChanged 14
Entering ConstructFrom: 
Score: -157297104.000000 Penalty: 222986.234375
Entering ConstructFrom: 
Trying to split cluster 1 (14138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Entering Unmasked Estep 
Score: -3028526.500000 Penalty: 5853.430664
	Iteration 0F: 2 clusters Score -3028526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -3015745.000000 Penalty: 11706.861328
	Iteration 0F: 3 clusters Score -3015745 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -3018852.500000 Penalty: 11706.861328
	Iteration 1F: 3 clusters Score -3018852 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -3019612.000000 Penalty: 11706.861328
	Iteration 2F: 3 clusters Score -3019612 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -3020321.000000 Penalty: 11706.861328
	Iteration 3F: 3 clusters Score -3020321 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -3021018.250000 Penalty: 11706.861328
	Iteration 4F: 3 clusters Score -3021018 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -3021747.750000 Penalty: 11706.861328
	Iteration 5F: 3 clusters Score -3021748 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -3022376.750000 Penalty: 11706.861328
	Iteration 6F: 3 clusters Score -3022377 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -3022899.000000 Penalty: 11706.861328
	Iteration 7Q: 3 clusters Score -3022899 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -3023308.250000 Penalty: 11706.861328
	Iteration 8Q: 3 clusters Score -3023308 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -3023661.250000 Penalty: 11706.861328
	Iteration 9Q: 3 clusters Score -3023661 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -3023961.500000 Penalty: 11706.861328
	Iteration 10Q: 3 clusters Score -3023962 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -3024262.250000 Penalty: 11706.861328
	Iteration 11Q: 3 clusters Score -3024262 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -3024555.750000 Penalty: 11706.861328
	Iteration 12Q: 3 clusters Score -3024556 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -3024898.250000 Penalty: 11706.861328
	Iteration 13Q: 3 clusters Score -3024898 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -3025253.750000 Penalty: 11706.861328
	Iteration 14Q: 3 clusters Score -3025254 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -3025626.750000 Penalty: 11706.861328
	Iteration 15Q: 3 clusters Score -3025627 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -3025894.250000 Penalty: 11706.861328
	Iteration 16Q: 3 clusters Score -3025894 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -3026030.750000 Penalty: 11706.861328
	Iteration 17Q: 3 clusters Score -3026031 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -3026122.250000 Penalty: 11706.861328
	Iteration 18Q: 3 clusters Score -3026122 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -3026161.750000 Penalty: 11706.861328
	Iteration 19Q: 3 clusters Score -3026162 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -3026188.500000 Penalty: 11706.861328
	Iteration 20F: 3 clusters Score -3026188 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -3026202.750000 Penalty: 11706.861328
	Iteration 21Q: 3 clusters Score -3026203 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -3026215.000000 Penalty: 11706.861328
	Iteration 22Q: 3 clusters Score -3026215 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -3026226.250000 Penalty: 11706.861328
	Iteration 23Q: 3 clusters Score -3026226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -3026229.500000 Penalty: 11706.861328
	Iteration 24Q: 3 clusters Score -3026230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -3026235.000000 Penalty: 11706.861328
	Iteration 25Q: 3 clusters Score -3026235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -3026236.500000 Penalty: 11706.861328
	Iteration 26Q: 3 clusters Score -3026236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -3026237.750000 Penalty: 11706.861328
	Iteration 27Q: 3 clusters Score -3026238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -3026235.250000 Penalty: 11706.861328
	Iteration 28Q: 3 clusters Score -3026235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -3026236.750000 Penalty: 11706.861328
	Iteration 29Q: 3 clusters Score -3026237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -3026232.500000 Penalty: 11706.861328
	Iteration 30Q: 3 clusters Score -3026232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -3026236.000000 Penalty: 11706.861328
	Iteration 31Q: 3 clusters Score -3026236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -3026236.000000 Penalty: 11706.861328
	Iteration 32Q: 3 clusters Score -3026236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -3026234.750000 Penalty: 11706.861328
	Iteration 33Q: 3 clusters Score -3026235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -3026235.750000 Penalty: 11706.861328
	Iteration 34Q: 3 clusters Score -3026236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -3026247.250000 Penalty: 11706.861328
	Iteration 35Q: 3 clusters Score -3026247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -3026245.500000 Penalty: 11706.861328
	Iteration 36Q: 3 clusters Score -3026246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -3026249.250000 Penalty: 11706.861328
	Iteration 37Q: 3 clusters Score -3026249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -3026252.500000 Penalty: 11706.861328
	Iteration 38Q: 3 clusters Score -3026252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -3026256.000000 Penalty: 11706.861328
	Iteration 39Q: 3 clusters Score -3026256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -3026256.000000 Penalty: 11706.861328
	Iteration 40F: 3 clusters Score -3026256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28750 members 
Entering Unmasked Estep 
Score: -6310732.000000 Penalty: 6288.165527
	Iteration 0F: 2 clusters Score -6310732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -6288601.000000 Penalty: 12576.331055
	Iteration 0F: 3 clusters Score -6288601 nChanged 12123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -6295018.000000 Penalty: 12576.331055
	Iteration 1F: 3 clusters Score -6295018 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -6295790.000000 Penalty: 12576.331055
	Iteration 2F: 3 clusters Score -6295790 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -6296338.500000 Penalty: 12576.331055
	Iteration 3Q: 3 clusters Score -6296338 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -6296772.500000 Penalty: 12576.331055
	Iteration 4Q: 3 clusters Score -6296772 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -6297236.500000 Penalty: 12576.331055
	Iteration 5Q: 3 clusters Score -6297236 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -6297659.500000 Penalty: 12576.331055
	Iteration 6Q: 3 clusters Score -6297660 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -6298065.000000 Penalty: 12576.331055
	Iteration 7Q: 3 clusters Score -6298065 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -6298437.500000 Penalty: 12576.331055
	Iteration 8Q: 3 clusters Score -6298438 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -6298876.500000 Penalty: 12576.331055
	Iteration 9Q: 3 clusters Score -6298876 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -6299266.500000 Penalty: 12576.331055
	Iteration 10Q: 3 clusters Score -6299266 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -6299697.000000 Penalty: 12576.331055
	Iteration 11Q: 3 clusters Score -6299697 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -6300141.500000 Penalty: 12576.331055
	Iteration 12Q: 3 clusters Score -6300142 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -6300598.000000 Penalty: 12576.331055
	Iteration 13Q: 3 clusters Score -6300598 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -6300993.000000 Penalty: 12576.331055
	Iteration 14Q: 3 clusters Score -6300993 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -6301409.500000 Penalty: 12576.331055
	Iteration 15Q: 3 clusters Score -6301410 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -6301869.000000 Penalty: 12576.331055
	Iteration 16Q: 3 clusters Score -6301869 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -6302264.500000 Penalty: 12576.331055
	Iteration 17Q: 3 clusters Score -6302264 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -6302613.500000 Penalty: 12576.331055
	Iteration 18Q: 3 clusters Score -6302614 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -6302928.500000 Penalty: 12576.331055
	Iteration 19Q: 3 clusters Score -6302928 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -6303200.000000 Penalty: 12576.331055
	Iteration 20F: 3 clusters Score -6303200 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -6303446.500000 Penalty: 12576.331055
	Iteration 21Q: 3 clusters Score -6303446 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 24063 members 
Entering Unmasked Estep 
Score: -6303701.000000 Penalty: 12576.331055
	Iteration 22Q: 3 clusters Score -6303701 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -6303917.000000 Penalty: 12576.331055
	Iteration 23Q: 3 clusters Score -6303917 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
Score: -6304185.500000 Penalty: 12576.331055
	Iteration 24Q: 3 clusters Score -6304186 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -6304578.500000 Penalty: 12576.331055
	Iteration 25Q: 3 clusters Score -6304578 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -6305070.500000 Penalty: 12576.331055
	Iteration 26Q: 3 clusters Score -6305070 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
Score: -6305387.000000 Penalty: 12576.331055
	Iteration 27Q: 3 clusters Score -6305387 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 25864 members 
Entering Unmasked Estep 
Score: -6305579.000000 Penalty: 12576.331055
	Iteration 28Q: 3 clusters Score -6305579 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -6305678.000000 Penalty: 12576.331055
	Iteration 29Q: 3 clusters Score -6305678 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 26090 members 
Entering Unmasked Estep 
Score: -6305743.500000 Penalty: 12576.331055
	Iteration 30Q: 3 clusters Score -6305744 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 26164 members 
Entering Unmasked Estep 
Score: -6305790.500000 Penalty: 12576.331055
	Iteration 31Q: 3 clusters Score -6305790 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
Score: -6305814.500000 Penalty: 12576.331055
	Iteration 32Q: 3 clusters Score -6305814 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 26248 members 
Entering Unmasked Estep 
Score: -6305842.500000 Penalty: 12576.331055
	Iteration 33Q: 3 clusters Score -6305842 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -6305852.000000 Penalty: 12576.331055
	Iteration 34Q: 3 clusters Score -6305852 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -6305876.000000 Penalty: 12576.331055
	Iteration 35Q: 3 clusters Score -6305876 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 26325 members 
Entering Unmasked Estep 
Score: -6305876.500000 Penalty: 12576.331055
	Iteration 36Q: 3 clusters Score -6305876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -6305881.000000 Penalty: 12576.331055
	Iteration 37Q: 3 clusters Score -6305881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 26339 members 
Entering Unmasked Estep 
Score: -6305881.000000 Penalty: 12576.331055
	Iteration 38Q: 3 clusters Score -6305881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 26341 members 
Entering Unmasked Estep 
Score: -6305886.500000 Penalty: 12576.331055
	Iteration 39Q: 3 clusters Score -6305886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 26345 members 
Entering Unmasked Estep 
Score: -6305885.500000 Penalty: 12576.331055
	Iteration 40F: 3 clusters Score -6305886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 26347 members 
Entering Unmasked Estep 
Score: -6305887.000000 Penalty: 12576.331055
	Iteration 41Q: 3 clusters Score -6305887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 26350 members 
Entering Unmasked Estep 
Score: -6305892.500000 Penalty: 12576.331055
	Iteration 42Q: 3 clusters Score -6305892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 26350 members 
Entering Unmasked Estep 
Score: -6305893.000000 Penalty: 12576.331055
	Iteration 43Q: 3 clusters Score -6305893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 26352 members 
Entering Unmasked Estep 
Score: -6305893.000000 Penalty: 12576.331055
	Iteration 44Q: 3 clusters Score -6305893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 26358 members 
Entering Unmasked Estep 
Score: -6305902.000000 Penalty: 12576.331055
	Iteration 45Q: 3 clusters Score -6305902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 26362 members 
Entering Unmasked Estep 
Score: -6305907.000000 Penalty: 12576.331055
	Iteration 46Q: 3 clusters Score -6305907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -6305904.500000 Penalty: 12576.331055
	Iteration 47Q: 3 clusters Score -6305904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 26367 members 
Entering Unmasked Estep 
Score: -6305904.000000 Penalty: 12576.331055
	Iteration 48Q: 3 clusters Score -6305904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -6305898.500000 Penalty: 12576.331055
	Iteration 49Q: 3 clusters Score -6305898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 26370 members 
Entering Unmasked Estep 
Score: -6305906.000000 Penalty: 12576.331055
	Iteration 50Q: 3 clusters Score -6305906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -6305901.500000 Penalty: 12576.331055
	Iteration 51Q: 3 clusters Score -6305902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -6305901.500000 Penalty: 12576.331055
	Iteration 52F: 3 clusters Score -6305902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Entering Unmasked Estep 
Score: -653577.187500 Penalty: 4904.104004
	Iteration 0F: 2 clusters Score -653577.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -648003.562500 Penalty: 9808.208008
	Iteration 0F: 3 clusters Score -648003.6 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -649105.500000 Penalty: 9808.208008
	Iteration 1F: 3 clusters Score -649105.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -649771.687500 Penalty: 9808.208008
	Iteration 2F: 3 clusters Score -649771.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -650160.875000 Penalty: 9808.208008
	Iteration 3F: 3 clusters Score -650160.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -650537.062500 Penalty: 9808.208008
	Iteration 4F: 3 clusters Score -650537.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -651024.625000 Penalty: 9808.208008
	Iteration 5F: 3 clusters Score -651024.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -651571.187500 Penalty: 9808.208008
	Iteration 6F: 3 clusters Score -651571.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -651967.937500 Penalty: 9808.208008
	Iteration 7Q: 3 clusters Score -651967.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -652186.437500 Penalty: 9808.208008
	Iteration 8Q: 3 clusters Score -652186.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -652325.625000 Penalty: 9808.208008
	Iteration 9Q: 3 clusters Score -652325.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -652408.375000 Penalty: 9808.208008
	Iteration 10Q: 3 clusters Score -652408.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -652453.750000 Penalty: 9808.208008
	Iteration 11Q: 3 clusters Score -652453.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -652482.500000 Penalty: 9808.208008
	Iteration 12Q: 3 clusters Score -652482.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -652526.625000 Penalty: 9808.208008
	Iteration 13Q: 3 clusters Score -652526.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -652561.437500 Penalty: 9808.208008
	Iteration 14Q: 3 clusters Score -652561.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -652599.000000 Penalty: 9808.208008
	Iteration 15Q: 3 clusters Score -652599 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -652644.312500 Penalty: 9808.208008
	Iteration 16Q: 3 clusters Score -652644.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -652691.812500 Penalty: 9808.208008
	Iteration 17Q: 3 clusters Score -652691.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -652730.625000 Penalty: 9808.208008
	Iteration 18Q: 3 clusters Score -652730.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -652756.250000 Penalty: 9808.208008
	Iteration 19Q: 3 clusters Score -652756.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -652786.875000 Penalty: 9808.208008
	Iteration 20F: 3 clusters Score -652786.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -652824.937500 Penalty: 9808.208008
	Iteration 21Q: 3 clusters Score -652824.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -652863.250000 Penalty: 9808.208008
	Iteration 22Q: 3 clusters Score -652863.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -652896.437500 Penalty: 9808.208008
	Iteration 23Q: 3 clusters Score -652896.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -652921.437500 Penalty: 9808.208008
	Iteration 24Q: 3 clusters Score -652921.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -652945.312500 Penalty: 9808.208008
	Iteration 25Q: 3 clusters Score -652945.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -652981.125000 Penalty: 9808.208008
	Iteration 26Q: 3 clusters Score -652981.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -653020.625000 Penalty: 9808.208008
	Iteration 27Q: 3 clusters Score -653020.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -653040.437500 Penalty: 9808.208008
	Iteration 28Q: 3 clusters Score -653040.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -653047.062500 Penalty: 9808.208008
	Iteration 29Q: 3 clusters Score -653047.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -653053.687500 Penalty: 9808.208008
	Iteration 30Q: 3 clusters Score -653053.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -653060.625000 Penalty: 9808.208008
	Iteration 31Q: 3 clusters Score -653060.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -653069.875000 Penalty: 9808.208008
	Iteration 32Q: 3 clusters Score -653069.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -653078.687500 Penalty: 9808.208008
	Iteration 33Q: 3 clusters Score -653078.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -653089.437500 Penalty: 9808.208008
	Iteration 34Q: 3 clusters Score -653089.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -653102.625000 Penalty: 9808.208008
	Iteration 35Q: 3 clusters Score -653102.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -653123.000000 Penalty: 9808.208008
	Iteration 36Q: 3 clusters Score -653123 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -653144.437500 Penalty: 9808.208008
	Iteration 37Q: 3 clusters Score -653144.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -653172.875000 Penalty: 9808.208008
	Iteration 38Q: 3 clusters Score -653172.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -653198.875000 Penalty: 9808.208008
	Iteration 39Q: 3 clusters Score -653198.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -653234.125000 Penalty: 9808.208008
	Iteration 40F: 3 clusters Score -653234.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -653270.375000 Penalty: 9808.208008
	Iteration 41Q: 3 clusters Score -653270.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -653351.250000 Penalty: 9808.208008
	Iteration 42Q: 3 clusters Score -653351.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -653566.312500 Penalty: 9808.208008
	Iteration 43Q: 3 clusters Score -653566.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -654394.687500 Penalty: 9808.208008
	Iteration 44Q: 3 clusters Score -654394.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -655536.437500 Penalty: 9808.208008
	Iteration 45Q: 3 clusters Score -655536.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -655725.625000 Penalty: 9808.208008
	Iteration 46Q: 3 clusters Score -655725.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -655732.625000 Penalty: 9808.208008
	Iteration 47Q: 3 clusters Score -655732.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -655737.750000 Penalty: 9808.208008
	Iteration 48Q: 3 clusters Score -655737.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -655739.875000 Penalty: 9808.208008
	Iteration 49Q: 3 clusters Score -655739.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -655739.875000 Penalty: 9808.208008
	Iteration 50F: 3 clusters Score -655739.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 28750 members 
Mstep: Class 3 contains 1209 members 
Mstep: Class 4 contains 10913 members 
Mstep: Class 5 contains 5452 members 
Mstep: Class 6 contains 12581 members 
Mstep: Class 7 contains 17739 members 
Mstep: Class 8 contains 143526 members 
Mstep: Class 9 contains 10468 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68519 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62601 members 
Mstep: Class 15 contains 15771 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20194 members 
Mstep: Class 18 contains 53481 members 
Mstep: Class 19 contains 16821 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44650 members 
Mstep: Class 22 contains 5973 members 
Mstep: Class 23 contains 29072 members 
Mstep: Class 24 contains 13290 members 
Mstep: Class 25 contains 31106 members 
Mstep: Class 26 contains 35603 members 
Mstep: Class 27 contains 67413 members 
Mstep: Class 28 contains 1792 members 
Entering Unmasked Estep 
Score: -157295776.000000 Penalty: 231244.984375
Splitting cluster 3 changes total score from -157297104.000000 to -157295776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (10913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Entering Unmasked Estep 
Score: -2443455.750000 Penalty: 5694.847656
	Iteration 0F: 2 clusters Score -2443456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -2432635.500000 Penalty: 11389.695312
	Iteration 0F: 3 clusters Score -2432636 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -2434955.750000 Penalty: 11389.695312
	Iteration 1F: 3 clusters Score -2434956 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -2435430.000000 Penalty: 11389.695312
	Iteration 2F: 3 clusters Score -2435430 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -2435699.000000 Penalty: 11389.695312
	Iteration 3Q: 3 clusters Score -2435699 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -2435870.500000 Penalty: 11389.695312
	Iteration 4Q: 3 clusters Score -2435870 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -2435977.500000 Penalty: 11389.695312
	Iteration 5Q: 3 clusters Score -2435978 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -2436061.500000 Penalty: 11389.695312
	Iteration 6Q: 3 clusters Score -2436062 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -2436140.750000 Penalty: 11389.695312
	Iteration 7Q: 3 clusters Score -2436141 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -2436185.250000 Penalty: 11389.695312
	Iteration 8Q: 3 clusters Score -2436185 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -2436245.500000 Penalty: 11389.695312
	Iteration 9Q: 3 clusters Score -2436246 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -2436285.750000 Penalty: 11389.695312
	Iteration 10Q: 3 clusters Score -2436286 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -2436323.000000 Penalty: 11389.695312
	Iteration 11Q: 3 clusters Score -2436323 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -2436352.250000 Penalty: 11389.695312
	Iteration 12Q: 3 clusters Score -2436352 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -2436391.000000 Penalty: 11389.695312
	Iteration 13Q: 3 clusters Score -2436391 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -2436438.250000 Penalty: 11389.695312
	Iteration 14Q: 3 clusters Score -2436438 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -2436480.750000 Penalty: 11389.695312
	Iteration 15Q: 3 clusters Score -2436481 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -2436538.250000 Penalty: 11389.695312
	Iteration 16Q: 3 clusters Score -2436538 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -2436591.750000 Penalty: 11389.695312
	Iteration 17Q: 3 clusters Score -2436592 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -2436643.750000 Penalty: 11389.695312
	Iteration 18Q: 3 clusters Score -2436644 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -2436719.000000 Penalty: 11389.695312
	Iteration 19Q: 3 clusters Score -2436719 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -2436776.000000 Penalty: 11389.695312
	Iteration 20F: 3 clusters Score -2436776 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -2436858.750000 Penalty: 11389.695312
	Iteration 21Q: 3 clusters Score -2436859 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -2436931.500000 Penalty: 11389.695312
	Iteration 22Q: 3 clusters Score -2436932 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -2437024.250000 Penalty: 11389.695312
	Iteration 23Q: 3 clusters Score -2437024 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -2437147.250000 Penalty: 11389.695312
	Iteration 24Q: 3 clusters Score -2437147 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -2437255.250000 Penalty: 11389.695312
	Iteration 25Q: 3 clusters Score -2437255 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -2437379.750000 Penalty: 11389.695312
	Iteration 26Q: 3 clusters Score -2437380 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -2437495.250000 Penalty: 11389.695312
	Iteration 27Q: 3 clusters Score -2437495 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -2437615.000000 Penalty: 11389.695312
	Iteration 28Q: 3 clusters Score -2437615 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -2437743.000000 Penalty: 11389.695312
	Iteration 29Q: 3 clusters Score -2437743 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -2437855.000000 Penalty: 11389.695312
	Iteration 30Q: 3 clusters Score -2437855 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -2437950.750000 Penalty: 11389.695312
	Iteration 31Q: 3 clusters Score -2437951 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -2438023.250000 Penalty: 11389.695312
	Iteration 32Q: 3 clusters Score -2438023 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2438072.250000 Penalty: 11389.695312
	Iteration 33Q: 3 clusters Score -2438072 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -2438143.750000 Penalty: 11389.695312
	Iteration 34Q: 3 clusters Score -2438144 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -2438193.000000 Penalty: 11389.695312
	Iteration 35Q: 3 clusters Score -2438193 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -2438234.500000 Penalty: 11389.695312
	Iteration 36Q: 3 clusters Score -2438234 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2438282.750000 Penalty: 11389.695312
	Iteration 37Q: 3 clusters Score -2438283 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -2438334.500000 Penalty: 11389.695312
	Iteration 38Q: 3 clusters Score -2438334 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -2438397.750000 Penalty: 11389.695312
	Iteration 39Q: 3 clusters Score -2438398 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2438443.000000 Penalty: 11389.695312
	Iteration 40F: 3 clusters Score -2438443 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -2438484.250000 Penalty: 11389.695312
	Iteration 41Q: 3 clusters Score -2438484 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2438525.250000 Penalty: 11389.695312
	Iteration 42Q: 3 clusters Score -2438525 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2438548.000000 Penalty: 11389.695312
	Iteration 43Q: 3 clusters Score -2438548 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2438590.000000 Penalty: 11389.695312
	Iteration 44Q: 3 clusters Score -2438590 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2438623.250000 Penalty: 11389.695312
	Iteration 45Q: 3 clusters Score -2438623 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2438651.750000 Penalty: 11389.695312
	Iteration 46Q: 3 clusters Score -2438652 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2438675.750000 Penalty: 11389.695312
	Iteration 47Q: 3 clusters Score -2438676 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2438685.750000 Penalty: 11389.695312
	Iteration 48Q: 3 clusters Score -2438686 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2438712.000000 Penalty: 11389.695312
	Iteration 49Q: 3 clusters Score -2438712 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2438732.250000 Penalty: 11389.695312
	Iteration 50Q: 3 clusters Score -2438732 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2438751.000000 Penalty: 11389.695312
	Iteration 51Q: 3 clusters Score -2438751 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2438758.500000 Penalty: 11389.695312
	Iteration 52Q: 3 clusters Score -2438758 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2438772.250000 Penalty: 11389.695312
	Iteration 53Q: 3 clusters Score -2438772 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2438784.000000 Penalty: 11389.695312
	Iteration 54Q: 3 clusters Score -2438784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2438786.000000 Penalty: 11389.695312
	Iteration 55Q: 3 clusters Score -2438786 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2438798.250000 Penalty: 11389.695312
	Iteration 56Q: 3 clusters Score -2438798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2438808.750000 Penalty: 11389.695312
	Iteration 57Q: 3 clusters Score -2438809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2438813.250000 Penalty: 11389.695312
	Iteration 58Q: 3 clusters Score -2438813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2438818.500000 Penalty: 11389.695312
	Iteration 59Q: 3 clusters Score -2438818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2438819.250000 Penalty: 11389.695312
	Iteration 60F: 3 clusters Score -2438819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2438818.500000 Penalty: 11389.695312
	Iteration 61Q: 3 clusters Score -2438818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2438822.250000 Penalty: 11389.695312
	Iteration 62Q: 3 clusters Score -2438822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2438825.500000 Penalty: 11389.695312
	Iteration 63Q: 3 clusters Score -2438826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2438825.500000 Penalty: 11389.695312
	Iteration 64F: 3 clusters Score -2438826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Entering Unmasked Estep 
Score: -1212692.750000 Penalty: 5269.789551
	Iteration 0F: 2 clusters Score -1212693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1205345.125000 Penalty: 10539.579102
	Iteration 0F: 3 clusters Score -1205345 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1206601.625000 Penalty: 10539.579102
	Iteration 1F: 3 clusters Score -1206602 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1206924.750000 Penalty: 10539.579102
	Iteration 2F: 3 clusters Score -1206925 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1207127.375000 Penalty: 10539.579102
	Iteration 3Q: 3 clusters Score -1207127 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1207268.000000 Penalty: 10539.579102
	Iteration 4Q: 3 clusters Score -1207268 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1207349.500000 Penalty: 10539.579102
	Iteration 5Q: 3 clusters Score -1207350 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1207424.875000 Penalty: 10539.579102
	Iteration 6Q: 3 clusters Score -1207425 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1207492.125000 Penalty: 10539.579102
	Iteration 7Q: 3 clusters Score -1207492 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1207568.875000 Penalty: 10539.579102
	Iteration 8Q: 3 clusters Score -1207569 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1207625.375000 Penalty: 10539.579102
	Iteration 9Q: 3 clusters Score -1207625 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1207664.250000 Penalty: 10539.579102
	Iteration 10Q: 3 clusters Score -1207664 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1207713.750000 Penalty: 10539.579102
	Iteration 11Q: 3 clusters Score -1207714 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1207752.750000 Penalty: 10539.579102
	Iteration 12Q: 3 clusters Score -1207753 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1207790.500000 Penalty: 10539.579102
	Iteration 13Q: 3 clusters Score -1207790 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1207824.250000 Penalty: 10539.579102
	Iteration 14Q: 3 clusters Score -1207824 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1207865.250000 Penalty: 10539.579102
	Iteration 15Q: 3 clusters Score -1207865 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1207906.000000 Penalty: 10539.579102
	Iteration 16Q: 3 clusters Score -1207906 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1207951.500000 Penalty: 10539.579102
	Iteration 17Q: 3 clusters Score -1207952 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1207995.250000 Penalty: 10539.579102
	Iteration 18Q: 3 clusters Score -1207995 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1208044.375000 Penalty: 10539.579102
	Iteration 19Q: 3 clusters Score -1208044 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1208092.875000 Penalty: 10539.579102
	Iteration 20F: 3 clusters Score -1208093 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1208144.625000 Penalty: 10539.579102
	Iteration 21Q: 3 clusters Score -1208145 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1208208.375000 Penalty: 10539.579102
	Iteration 22Q: 3 clusters Score -1208208 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1208264.875000 Penalty: 10539.579102
	Iteration 23Q: 3 clusters Score -1208265 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1208318.250000 Penalty: 10539.579102
	Iteration 24Q: 3 clusters Score -1208318 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1208377.875000 Penalty: 10539.579102
	Iteration 25Q: 3 clusters Score -1208378 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1208427.875000 Penalty: 10539.579102
	Iteration 26Q: 3 clusters Score -1208428 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1208467.625000 Penalty: 10539.579102
	Iteration 27Q: 3 clusters Score -1208468 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1208521.125000 Penalty: 10539.579102
	Iteration 28Q: 3 clusters Score -1208521 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1208579.000000 Penalty: 10539.579102
	Iteration 29Q: 3 clusters Score -1208579 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1208628.875000 Penalty: 10539.579102
	Iteration 30Q: 3 clusters Score -1208629 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1208694.500000 Penalty: 10539.579102
	Iteration 31Q: 3 clusters Score -1208694 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1208760.875000 Penalty: 10539.579102
	Iteration 32Q: 3 clusters Score -1208761 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1208831.625000 Penalty: 10539.579102
	Iteration 33Q: 3 clusters Score -1208832 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1208907.375000 Penalty: 10539.579102
	Iteration 34Q: 3 clusters Score -1208907 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1208970.750000 Penalty: 10539.579102
	Iteration 35Q: 3 clusters Score -1208971 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1209037.375000 Penalty: 10539.579102
	Iteration 36Q: 3 clusters Score -1209037 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1209103.750000 Penalty: 10539.579102
	Iteration 37Q: 3 clusters Score -1209104 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1209165.000000 Penalty: 10539.579102
	Iteration 38Q: 3 clusters Score -1209165 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1209236.500000 Penalty: 10539.579102
	Iteration 39Q: 3 clusters Score -1209236 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1209299.125000 Penalty: 10539.579102
	Iteration 40F: 3 clusters Score -1209299 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1209358.000000 Penalty: 10539.579102
	Iteration 41Q: 3 clusters Score -1209358 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1209426.875000 Penalty: 10539.579102
	Iteration 42Q: 3 clusters Score -1209427 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1209491.250000 Penalty: 10539.579102
	Iteration 43Q: 3 clusters Score -1209491 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1209546.625000 Penalty: 10539.579102
	Iteration 44Q: 3 clusters Score -1209547 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1209580.875000 Penalty: 10539.579102
	Iteration 45Q: 3 clusters Score -1209581 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1209610.750000 Penalty: 10539.579102
	Iteration 46Q: 3 clusters Score -1209611 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1209627.000000 Penalty: 10539.579102
	Iteration 47Q: 3 clusters Score -1209627 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1209635.375000 Penalty: 10539.579102
	Iteration 48Q: 3 clusters Score -1209635 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1209640.750000 Penalty: 10539.579102
	Iteration 49Q: 3 clusters Score -1209641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1209646.750000 Penalty: 10539.579102
	Iteration 50Q: 3 clusters Score -1209647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1209651.000000 Penalty: 10539.579102
	Iteration 51Q: 3 clusters Score -1209651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1209653.125000 Penalty: 10539.579102
	Iteration 52Q: 3 clusters Score -1209653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1209656.250000 Penalty: 10539.579102
	Iteration 53Q: 3 clusters Score -1209656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1209657.625000 Penalty: 10539.579102
	Iteration 54Q: 3 clusters Score -1209658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1209657.625000 Penalty: 10539.579102
	Iteration 55F: 3 clusters Score -1209658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Entering Unmasked Estep 
Score: -2805071.000000 Penalty: 5781.965332
	Iteration 0F: 2 clusters Score -2805071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -2793118.000000 Penalty: 11563.930664
	Iteration 0F: 3 clusters Score -2793118 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -2795881.250000 Penalty: 11563.930664
	Iteration 1F: 3 clusters Score -2795881 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -2796446.500000 Penalty: 11563.930664
	Iteration 2F: 3 clusters Score -2796446 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -2796985.750000 Penalty: 11563.930664
	Iteration 3F: 3 clusters Score -2796986 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -2797833.500000 Penalty: 11563.930664
	Iteration 4Q: 3 clusters Score -2797834 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -2798694.750000 Penalty: 11563.930664
	Iteration 5F: 3 clusters Score -2798695 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -2799379.000000 Penalty: 11563.930664
	Iteration 6F: 3 clusters Score -2799379 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -2799924.250000 Penalty: 11563.930664
	Iteration 7F: 3 clusters Score -2799924 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -2800373.750000 Penalty: 11563.930664
	Iteration 8Q: 3 clusters Score -2800374 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -2800806.000000 Penalty: 11563.930664
	Iteration 9Q: 3 clusters Score -2800806 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -2801199.750000 Penalty: 11563.930664
	Iteration 10Q: 3 clusters Score -2801200 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -2801564.750000 Penalty: 11563.930664
	Iteration 11Q: 3 clusters Score -2801565 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -2801900.500000 Penalty: 11563.930664
	Iteration 12Q: 3 clusters Score -2801900 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -2802166.750000 Penalty: 11563.930664
	Iteration 13Q: 3 clusters Score -2802167 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -2802373.750000 Penalty: 11563.930664
	Iteration 14Q: 3 clusters Score -2802374 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -2802559.750000 Penalty: 11563.930664
	Iteration 15Q: 3 clusters Score -2802560 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -2802723.750000 Penalty: 11563.930664
	Iteration 16Q: 3 clusters Score -2802724 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -2802889.750000 Penalty: 11563.930664
	Iteration 17Q: 3 clusters Score -2802890 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -2803063.500000 Penalty: 11563.930664
	Iteration 18Q: 3 clusters Score -2803064 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -2803198.000000 Penalty: 11563.930664
	Iteration 19Q: 3 clusters Score -2803198 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -2803288.000000 Penalty: 11563.930664
	Iteration 20F: 3 clusters Score -2803288 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -2803341.750000 Penalty: 11563.930664
	Iteration 21Q: 3 clusters Score -2803342 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2803377.750000 Penalty: 11563.930664
	Iteration 22Q: 3 clusters Score -2803378 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2803399.250000 Penalty: 11563.930664
	Iteration 23Q: 3 clusters Score -2803399 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -2803415.500000 Penalty: 11563.930664
	Iteration 24Q: 3 clusters Score -2803416 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2803423.750000 Penalty: 11563.930664
	Iteration 25Q: 3 clusters Score -2803424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2803427.250000 Penalty: 11563.930664
	Iteration 26Q: 3 clusters Score -2803427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2803432.750000 Penalty: 11563.930664
	Iteration 27Q: 3 clusters Score -2803433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2803438.250000 Penalty: 11563.930664
	Iteration 28Q: 3 clusters Score -2803438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2803440.750000 Penalty: 11563.930664
	Iteration 29Q: 3 clusters Score -2803441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2803446.000000 Penalty: 11563.930664
	Iteration 30Q: 3 clusters Score -2803446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2803448.000000 Penalty: 11563.930664
	Iteration 31Q: 3 clusters Score -2803448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2803450.500000 Penalty: 11563.930664
	Iteration 32Q: 3 clusters Score -2803450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -2803451.000000 Penalty: 11563.930664
	Iteration 33Q: 3 clusters Score -2803451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -2803451.000000 Penalty: 11563.930664
	Iteration 34F: 3 clusters Score -2803451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Entering Unmasked Estep 
Score: -3793047.500000 Penalty: 5992.406250
	Iteration 0F: 2 clusters Score -3793048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -3778056.000000 Penalty: 11984.812500
	Iteration 0F: 3 clusters Score -3778056 nChanged 7071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -3781901.250000 Penalty: 11984.812500
	Iteration 1F: 3 clusters Score -3781901 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -3782611.000000 Penalty: 11984.812500
	Iteration 2F: 3 clusters Score -3782611 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -3783205.500000 Penalty: 11984.812500
	Iteration 3F: 3 clusters Score -3783206 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -3783764.500000 Penalty: 11984.812500
	Iteration 4Q: 3 clusters Score -3783764 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -3784334.500000 Penalty: 11984.812500
	Iteration 5Q: 3 clusters Score -3784334 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -3784946.500000 Penalty: 11984.812500
	Iteration 6Q: 3 clusters Score -3784946 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -3785538.500000 Penalty: 11984.812500
	Iteration 7Q: 3 clusters Score -3785538 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -3786033.000000 Penalty: 11984.812500
	Iteration 8Q: 3 clusters Score -3786033 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -3786441.250000 Penalty: 11984.812500
	Iteration 9Q: 3 clusters Score -3786441 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -3786764.500000 Penalty: 11984.812500
	Iteration 10Q: 3 clusters Score -3786764 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -3787067.000000 Penalty: 11984.812500
	Iteration 11Q: 3 clusters Score -3787067 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -3787288.000000 Penalty: 11984.812500
	Iteration 12Q: 3 clusters Score -3787288 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -3787455.250000 Penalty: 11984.812500
	Iteration 13Q: 3 clusters Score -3787455 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -3787595.500000 Penalty: 11984.812500
	Iteration 14Q: 3 clusters Score -3787596 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -3787684.250000 Penalty: 11984.812500
	Iteration 15Q: 3 clusters Score -3787684 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -3787771.750000 Penalty: 11984.812500
	Iteration 16Q: 3 clusters Score -3787772 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -3787846.750000 Penalty: 11984.812500
	Iteration 17Q: 3 clusters Score -3787847 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -3787918.750000 Penalty: 11984.812500
	Iteration 18Q: 3 clusters Score -3787919 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -3787969.250000 Penalty: 11984.812500
	Iteration 19Q: 3 clusters Score -3787969 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -3788023.750000 Penalty: 11984.812500
	Iteration 20F: 3 clusters Score -3788024 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -3788048.750000 Penalty: 11984.812500
	Iteration 21Q: 3 clusters Score -3788049 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -3788081.250000 Penalty: 11984.812500
	Iteration 22Q: 3 clusters Score -3788081 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -3788112.000000 Penalty: 11984.812500
	Iteration 23Q: 3 clusters Score -3788112 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -3788134.500000 Penalty: 11984.812500
	Iteration 24Q: 3 clusters Score -3788134 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -3788144.750000 Penalty: 11984.812500
	Iteration 25Q: 3 clusters Score -3788145 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -3788167.000000 Penalty: 11984.812500
	Iteration 26Q: 3 clusters Score -3788167 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -3788180.750000 Penalty: 11984.812500
	Iteration 27Q: 3 clusters Score -3788181 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -3788195.250000 Penalty: 11984.812500
	Iteration 28Q: 3 clusters Score -3788195 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -3788202.500000 Penalty: 11984.812500
	Iteration 29Q: 3 clusters Score -3788202 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -3788216.250000 Penalty: 11984.812500
	Iteration 30Q: 3 clusters Score -3788216 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -3788230.750000 Penalty: 11984.812500
	Iteration 31Q: 3 clusters Score -3788231 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -3788238.500000 Penalty: 11984.812500
	Iteration 32Q: 3 clusters Score -3788238 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -3788243.250000 Penalty: 11984.812500
	Iteration 33Q: 3 clusters Score -3788243 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -3788250.750000 Penalty: 11984.812500
	Iteration 34Q: 3 clusters Score -3788251 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -3788268.500000 Penalty: 11984.812500
	Iteration 35Q: 3 clusters Score -3788268 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -3788277.250000 Penalty: 11984.812500
	Iteration 36Q: 3 clusters Score -3788277 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -3788280.500000 Penalty: 11984.812500
	Iteration 37Q: 3 clusters Score -3788280 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -3788296.000000 Penalty: 11984.812500
	Iteration 38Q: 3 clusters Score -3788296 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -3788300.750000 Penalty: 11984.812500
	Iteration 39Q: 3 clusters Score -3788301 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -3788314.500000 Penalty: 11984.812500
	Iteration 40F: 3 clusters Score -3788314 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -3788319.250000 Penalty: 11984.812500
	Iteration 41Q: 3 clusters Score -3788319 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -3788316.000000 Penalty: 11984.812500
	Iteration 42Q: 3 clusters Score -3788316 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -3788321.750000 Penalty: 11984.812500
	Iteration 43Q: 3 clusters Score -3788322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -3788328.500000 Penalty: 11984.812500
	Iteration 44Q: 3 clusters Score -3788328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -3788332.250000 Penalty: 11984.812500
	Iteration 45Q: 3 clusters Score -3788332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -3788329.250000 Penalty: 11984.812500
	Iteration 46Q: 3 clusters Score -3788329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -3788329.250000 Penalty: 11984.812500
	Iteration 47F: 3 clusters Score -3788329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (143526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143526 members 
Entering Unmasked Estep 
Score: -31811474.000000 Penalty: 7272.991211
	Iteration 0F: 2 clusters Score -3.181147e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71748 members 
Mstep: Class 2 contains 71778 members 
Entering Unmasked Estep 
Score: -31714650.000000 Penalty: 14545.982422
	Iteration 0F: 3 clusters Score -3.171465e+07 nChanged 66441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70645 members 
Mstep: Class 2 contains 72881 members 
Entering Unmasked Estep 
Score: -31751418.000000 Penalty: 14545.982422
	Iteration 1F: 3 clusters Score -3.175142e+07 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69941 members 
Mstep: Class 2 contains 73585 members 
Entering Unmasked Estep 
Score: -31752586.000000 Penalty: 14545.982422
	Iteration 2Q: 3 clusters Score -3.175259e+07 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68809 members 
Mstep: Class 2 contains 74717 members 
Entering Unmasked Estep 
Score: -31753838.000000 Penalty: 14545.982422
	Iteration 3Q: 3 clusters Score -3.175384e+07 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67168 members 
Mstep: Class 2 contains 76358 members 
Entering Unmasked Estep 
Score: -31755074.000000 Penalty: 14545.982422
	Iteration 4Q: 3 clusters Score -3.175507e+07 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64844 members 
Mstep: Class 2 contains 78682 members 
Entering Unmasked Estep 
Score: -31756420.000000 Penalty: 14545.982422
	Iteration 5Q: 3 clusters Score -3.175642e+07 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61447 members 
Mstep: Class 2 contains 82079 members 
Entering Unmasked Estep 
Score: -31758092.000000 Penalty: 14545.982422
	Iteration 6Q: 3 clusters Score -3.175809e+07 nChanged 5970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56701 members 
Mstep: Class 2 contains 86825 members 
Entering Unmasked Estep 
Score: -31760256.000000 Penalty: 14545.982422
	Iteration 7Q: 3 clusters Score -3.176026e+07 nChanged 7420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50109 members 
Mstep: Class 2 contains 93417 members 
Entering Unmasked Estep 
Score: -31764178.000000 Penalty: 14545.982422
	Iteration 8F: 3 clusters Score -3.176418e+07 nChanged 8955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41640 members 
Mstep: Class 2 contains 101886 members 
Entering Unmasked Estep 
Score: -31769976.000000 Penalty: 14545.982422
	Iteration 9F: 3 clusters Score -3.176998e+07 nChanged 10436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31484 members 
Mstep: Class 2 contains 112042 members 
Entering Unmasked Estep 
Score: -31778138.000000 Penalty: 14545.982422
	Iteration 10F: 3 clusters Score -3.177814e+07 nChanged 10648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 122546 members 
Entering Unmasked Estep 
Score: -31787422.000000 Penalty: 14545.982422
	Iteration 11F: 3 clusters Score -3.178742e+07 nChanged 8685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 131171 members 
Entering Unmasked Estep 
Score: -31795436.000000 Penalty: 14545.982422
	Iteration 12F: 3 clusters Score -3.179544e+07 nChanged 5625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 136752 members 
Entering Unmasked Estep 
Score: -31800424.000000 Penalty: 14545.982422
	Iteration 13Q: 3 clusters Score -3.180042e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 139686 members 
Entering Unmasked Estep 
Score: -31802910.000000 Penalty: 14545.982422
	Iteration 14Q: 3 clusters Score -3.180291e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 141093 members 
Entering Unmasked Estep 
Score: -31804006.000000 Penalty: 14545.982422
	Iteration 15Q: 3 clusters Score -3.180401e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 141717 members 
Entering Unmasked Estep 
Score: -31804556.000000 Penalty: 14545.982422
	Iteration 16Q: 3 clusters Score -3.180456e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 142009 members 
Entering Unmasked Estep 
Score: -31804826.000000 Penalty: 14545.982422
	Iteration 17Q: 3 clusters Score -3.180483e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 142187 members 
Entering Unmasked Estep 
Score: -31805020.000000 Penalty: 14545.982422
	Iteration 18Q: 3 clusters Score -3.180502e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 142299 members 
Entering Unmasked Estep 
Score: -31805126.000000 Penalty: 14545.982422
	Iteration 19Q: 3 clusters Score -3.180513e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 142356 members 
Entering Unmasked Estep 
Score: -31805166.000000 Penalty: 14545.982422
	Iteration 20F: 3 clusters Score -3.180517e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 142396 members 
Entering Unmasked Estep 
Score: -31805198.000000 Penalty: 14545.982422
	Iteration 21Q: 3 clusters Score -3.18052e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 142426 members 
Entering Unmasked Estep 
Score: -31805244.000000 Penalty: 14545.982422
	Iteration 22Q: 3 clusters Score -3.180524e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 142450 members 
Entering Unmasked Estep 
Score: -31805262.000000 Penalty: 14545.982422
	Iteration 23Q: 3 clusters Score -3.180526e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 142464 members 
Entering Unmasked Estep 
Score: -31805286.000000 Penalty: 14545.982422
	Iteration 24Q: 3 clusters Score -3.180529e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 142476 members 
Entering Unmasked Estep 
Score: -31805284.000000 Penalty: 14545.982422
	Iteration 25Q: 3 clusters Score -3.180528e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 142484 members 
Entering Unmasked Estep 
Score: -31805324.000000 Penalty: 14545.982422
	Iteration 26Q: 3 clusters Score -3.180532e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 142494 members 
Entering Unmasked Estep 
Score: -31805326.000000 Penalty: 14545.982422
	Iteration 27Q: 3 clusters Score -3.180533e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 142498 members 
Entering Unmasked Estep 
Score: -31805356.000000 Penalty: 14545.982422
	Iteration 28Q: 3 clusters Score -3.180536e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 142505 members 
Entering Unmasked Estep 
Score: -31805348.000000 Penalty: 14545.982422
	Iteration 29Q: 3 clusters Score -3.180535e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 142514 members 
Entering Unmasked Estep 
Score: -31805354.000000 Penalty: 14545.982422
	Iteration 30Q: 3 clusters Score -3.180535e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 142516 members 
Entering Unmasked Estep 
Score: -31805348.000000 Penalty: 14545.982422
	Iteration 31Q: 3 clusters Score -3.180535e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 142517 members 
Entering Unmasked Estep 
Score: -31805346.000000 Penalty: 14545.982422
	Iteration 32Q: 3 clusters Score -3.180535e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 142517 members 
Entering Unmasked Estep 
Score: -31805356.000000 Penalty: 14545.982422
	Iteration 33Q: 3 clusters Score -3.180536e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 142517 members 
Entering Unmasked Estep 
Score: -31805356.000000 Penalty: 14545.982422
	Iteration 34F: 3 clusters Score -3.180536e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Entering Unmasked Estep 
Score: -2248440.000000 Penalty: 5669.348145
	Iteration 0F: 2 clusters Score -2248440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -2237915.000000 Penalty: 11338.696289
	Iteration 0F: 3 clusters Score -2237915 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -2240368.250000 Penalty: 11338.696289
	Iteration 1F: 3 clusters Score -2240368 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -2241273.000000 Penalty: 11338.696289
	Iteration 2F: 3 clusters Score -2241273 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -2242067.750000 Penalty: 11338.696289
	Iteration 3F: 3 clusters Score -2242068 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -2242686.500000 Penalty: 11338.696289
	Iteration 4F: 3 clusters Score -2242686 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -2243234.000000 Penalty: 11338.696289
	Iteration 5F: 3 clusters Score -2243234 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -2243716.250000 Penalty: 11338.696289
	Iteration 6Q: 3 clusters Score -2243716 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -2244167.750000 Penalty: 11338.696289
	Iteration 7Q: 3 clusters Score -2244168 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -2244539.000000 Penalty: 11338.696289
	Iteration 8Q: 3 clusters Score -2244539 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -2244823.500000 Penalty: 11338.696289
	Iteration 9Q: 3 clusters Score -2244824 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -2245051.750000 Penalty: 11338.696289
	Iteration 10Q: 3 clusters Score -2245052 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -2245222.500000 Penalty: 11338.696289
	Iteration 11Q: 3 clusters Score -2245222 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -2245380.500000 Penalty: 11338.696289
	Iteration 12Q: 3 clusters Score -2245380 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -2245502.250000 Penalty: 11338.696289
	Iteration 13Q: 3 clusters Score -2245502 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -2245579.500000 Penalty: 11338.696289
	Iteration 14Q: 3 clusters Score -2245580 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -2245626.000000 Penalty: 11338.696289
	Iteration 15Q: 3 clusters Score -2245626 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -2245657.500000 Penalty: 11338.696289
	Iteration 16Q: 3 clusters Score -2245658 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -2245686.000000 Penalty: 11338.696289
	Iteration 17Q: 3 clusters Score -2245686 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -2245701.000000 Penalty: 11338.696289
	Iteration 18Q: 3 clusters Score -2245701 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -2245722.250000 Penalty: 11338.696289
	Iteration 19Q: 3 clusters Score -2245722 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -2245740.250000 Penalty: 11338.696289
	Iteration 20F: 3 clusters Score -2245740 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -2245747.250000 Penalty: 11338.696289
	Iteration 21Q: 3 clusters Score -2245747 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -2245755.500000 Penalty: 11338.696289
	Iteration 22Q: 3 clusters Score -2245756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -2245763.000000 Penalty: 11338.696289
	Iteration 23Q: 3 clusters Score -2245763 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -2245768.500000 Penalty: 11338.696289
	Iteration 24Q: 3 clusters Score -2245768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -2245770.000000 Penalty: 11338.696289
	Iteration 25Q: 3 clusters Score -2245770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -2245770.000000 Penalty: 11338.696289
	Iteration 26Q: 3 clusters Score -2245770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -2245772.750000 Penalty: 11338.696289
	Iteration 27Q: 3 clusters Score -2245773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -2245771.000000 Penalty: 11338.696289
	Iteration 28Q: 3 clusters Score -2245771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -2245771.000000 Penalty: 11338.696289
	Iteration 29F: 3 clusters Score -2245771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Entering Unmasked Estep 
Score: -181479.703125 Penalty: 4200.871094
	Iteration 0F: 2 clusters Score -181479.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -177764.359375 Penalty: 8401.742188
	Iteration 0F: 3 clusters Score -177764.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -178320.218750 Penalty: 8401.742188
	Iteration 1F: 3 clusters Score -178320.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -178482.875000 Penalty: 8401.742188
	Iteration 2F: 3 clusters Score -178482.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -178585.703125 Penalty: 8401.742188
	Iteration 3Q: 3 clusters Score -178585.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -178656.703125 Penalty: 8401.742188
	Iteration 4Q: 3 clusters Score -178656.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -178708.781250 Penalty: 8401.742188
	Iteration 5Q: 3 clusters Score -178708.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -178748.453125 Penalty: 8401.742188
	Iteration 6Q: 3 clusters Score -178748.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -178782.000000 Penalty: 8401.742188
	Iteration 7Q: 3 clusters Score -178782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -178800.500000 Penalty: 8401.742188
	Iteration 8Q: 3 clusters Score -178800.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -178816.265625 Penalty: 8401.742188
	Iteration 9Q: 3 clusters Score -178816.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -178822.593750 Penalty: 8401.742188
	Iteration 10Q: 3 clusters Score -178822.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -178830.656250 Penalty: 8401.742188
	Iteration 11Q: 3 clusters Score -178830.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -178855.312500 Penalty: 8401.742188
	Iteration 12Q: 3 clusters Score -178855.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -178863.843750 Penalty: 8401.742188
	Iteration 13Q: 3 clusters Score -178863.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -178877.234375 Penalty: 8401.742188
	Iteration 14Q: 3 clusters Score -178877.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -178877.234375 Penalty: 8401.742188
	Iteration 15F: 3 clusters Score -178877.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (68519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68519 members 
Entering Unmasked Estep 
Score: -15317489.000000 Penalty: 6820.105957
	Iteration 0F: 2 clusters Score -1.531749e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34155 members 
Mstep: Class 2 contains 34364 members 
Entering Unmasked Estep 
Score: -15269956.000000 Penalty: 13640.211914
	Iteration 0F: 3 clusters Score -1.526996e+07 nChanged 30828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33471 members 
Mstep: Class 2 contains 35048 members 
Entering Unmasked Estep 
Score: -15286545.000000 Penalty: 13640.211914
	Iteration 1F: 3 clusters Score -1.528654e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33060 members 
Mstep: Class 2 contains 35459 members 
Entering Unmasked Estep 
Score: -15287662.000000 Penalty: 13640.211914
	Iteration 2Q: 3 clusters Score -1.528766e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32549 members 
Mstep: Class 2 contains 35970 members 
Entering Unmasked Estep 
Score: -15288813.000000 Penalty: 13640.211914
	Iteration 3Q: 3 clusters Score -1.528881e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31902 members 
Mstep: Class 2 contains 36617 members 
Entering Unmasked Estep 
Score: -15289990.000000 Penalty: 13640.211914
	Iteration 4Q: 3 clusters Score -1.528999e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 37351 members 
Entering Unmasked Estep 
Score: -15291187.000000 Penalty: 13640.211914
	Iteration 5Q: 3 clusters Score -1.529119e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30379 members 
Mstep: Class 2 contains 38140 members 
Entering Unmasked Estep 
Score: -15292122.000000 Penalty: 13640.211914
	Iteration 6Q: 3 clusters Score -1.529212e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29398 members 
Mstep: Class 2 contains 39121 members 
Entering Unmasked Estep 
Score: -15293059.000000 Penalty: 13640.211914
	Iteration 7Q: 3 clusters Score -1.529306e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Mstep: Class 2 contains 40367 members 
Entering Unmasked Estep 
Score: -15294123.000000 Penalty: 13640.211914
	Iteration 8Q: 3 clusters Score -1.529412e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 41976 members 
Entering Unmasked Estep 
Score: -15295154.000000 Penalty: 13640.211914
	Iteration 9Q: 3 clusters Score -1.529515e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 43910 members 
Entering Unmasked Estep 
Score: -15296211.000000 Penalty: 13640.211914
	Iteration 10Q: 3 clusters Score -1.529621e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 46213 members 
Entering Unmasked Estep 
Score: -15297522.000000 Penalty: 13640.211914
	Iteration 11Q: 3 clusters Score -1.529752e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 48900 members 
Entering Unmasked Estep 
Score: -15299092.000000 Penalty: 13640.211914
	Iteration 12Q: 3 clusters Score -1.529909e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 51886 members 
Entering Unmasked Estep 
Score: -15300858.000000 Penalty: 13640.211914
	Iteration 13Q: 3 clusters Score -1.530086e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 55058 members 
Entering Unmasked Estep 
Score: -15302807.000000 Penalty: 13640.211914
	Iteration 14Q: 3 clusters Score -1.530281e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 58187 members 
Entering Unmasked Estep 
Score: -15304975.000000 Penalty: 13640.211914
	Iteration 15Q: 3 clusters Score -1.530498e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 60876 members 
Entering Unmasked Estep 
Score: -15306854.000000 Penalty: 13640.211914
	Iteration 16Q: 3 clusters Score -1.530685e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 62950 members 
Entering Unmasked Estep 
Score: -15308282.000000 Penalty: 13640.211914
	Iteration 17Q: 3 clusters Score -1.530828e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 64453 members 
Entering Unmasked Estep 
Score: -15309321.000000 Penalty: 13640.211914
	Iteration 18Q: 3 clusters Score -1.530932e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 65502 members 
Entering Unmasked Estep 
Score: -15310080.000000 Penalty: 13640.211914
	Iteration 19Q: 3 clusters Score -1.531008e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 66134 members 
Entering Unmasked Estep 
Score: -15310533.000000 Penalty: 13640.211914
	Iteration 20F: 3 clusters Score -1.531053e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 66530 members 
Entering Unmasked Estep 
Score: -15310799.000000 Penalty: 13640.211914
	Iteration 21Q: 3 clusters Score -1.53108e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 66795 members 
Entering Unmasked Estep 
Score: -15310962.000000 Penalty: 13640.211914
	Iteration 22Q: 3 clusters Score -1.531096e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 66970 members 
Entering Unmasked Estep 
Score: -15311119.000000 Penalty: 13640.211914
	Iteration 23Q: 3 clusters Score -1.531112e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 67091 members 
Entering Unmasked Estep 
Score: -15311220.000000 Penalty: 13640.211914
	Iteration 24Q: 3 clusters Score -1.531122e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 67169 members 
Entering Unmasked Estep 
Score: -15311330.000000 Penalty: 13640.211914
	Iteration 25Q: 3 clusters Score -1.531133e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 67217 members 
Entering Unmasked Estep 
Score: -15311373.000000 Penalty: 13640.211914
	Iteration 26Q: 3 clusters Score -1.531137e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 67266 members 
Entering Unmasked Estep 
Score: -15311437.000000 Penalty: 13640.211914
	Iteration 27Q: 3 clusters Score -1.531144e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 67297 members 
Entering Unmasked Estep 
Score: -15311443.000000 Penalty: 13640.211914
	Iteration 28Q: 3 clusters Score -1.531144e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 67327 members 
Entering Unmasked Estep 
Score: -15311442.000000 Penalty: 13640.211914
	Iteration 29Q: 3 clusters Score -1.531144e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 67347 members 
Entering Unmasked Estep 
Score: -15311462.000000 Penalty: 13640.211914
	Iteration 30Q: 3 clusters Score -1.531146e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 67364 members 
Entering Unmasked Estep 
Score: -15311480.000000 Penalty: 13640.211914
	Iteration 31Q: 3 clusters Score -1.531148e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 67382 members 
Entering Unmasked Estep 
Score: -15311485.000000 Penalty: 13640.211914
	Iteration 32Q: 3 clusters Score -1.531148e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 67390 members 
Entering Unmasked Estep 
Score: -15311509.000000 Penalty: 13640.211914
	Iteration 33Q: 3 clusters Score -1.531151e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 67401 members 
Entering Unmasked Estep 
Score: -15311521.000000 Penalty: 13640.211914
	Iteration 34Q: 3 clusters Score -1.531152e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 67412 members 
Entering Unmasked Estep 
Score: -15311527.000000 Penalty: 13640.211914
	Iteration 35Q: 3 clusters Score -1.531153e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 67414 members 
Entering Unmasked Estep 
Score: -15311552.000000 Penalty: 13640.211914
	Iteration 36Q: 3 clusters Score -1.531155e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 67424 members 
Entering Unmasked Estep 
Score: -15311579.000000 Penalty: 13640.211914
	Iteration 37Q: 3 clusters Score -1.531158e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 67432 members 
Entering Unmasked Estep 
Score: -15311571.000000 Penalty: 13640.211914
	Iteration 38Q: 3 clusters Score -1.531157e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 67436 members 
Entering Unmasked Estep 
Score: -15311573.000000 Penalty: 13640.211914
	Iteration 39Q: 3 clusters Score -1.531157e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 67439 members 
Entering Unmasked Estep 
Score: -15311579.000000 Penalty: 13640.211914
	Iteration 40F: 3 clusters Score -1.531158e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 67443 members 
Entering Unmasked Estep 
Score: -15311590.000000 Penalty: 13640.211914
	Iteration 41Q: 3 clusters Score -1.531159e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 67448 members 
Entering Unmasked Estep 
Score: -15311614.000000 Penalty: 13640.211914
	Iteration 42Q: 3 clusters Score -1.531161e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 67449 members 
Entering Unmasked Estep 
Score: -15311623.000000 Penalty: 13640.211914
	Iteration 43Q: 3 clusters Score -1.531162e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 67450 members 
Entering Unmasked Estep 
Score: -15311625.000000 Penalty: 13640.211914
	Iteration 44Q: 3 clusters Score -1.531162e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 67450 members 
Entering Unmasked Estep 
Score: -15311625.000000 Penalty: 13640.211914
	Iteration 45F: 3 clusters Score -1.531162e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Entering Unmasked Estep 
Score: -356407.281250 Penalty: 4566.724609
	Iteration 0F: 2 clusters Score -356407.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -351812.375000 Penalty: 9133.449219
	Iteration 0F: 3 clusters Score -351812.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -352442.937500 Penalty: 9133.449219
	Iteration 1F: 3 clusters Score -352442.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -352628.875000 Penalty: 9133.449219
	Iteration 2F: 3 clusters Score -352628.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -352769.500000 Penalty: 9133.449219
	Iteration 3Q: 3 clusters Score -352769.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -352908.875000 Penalty: 9133.449219
	Iteration 4Q: 3 clusters Score -352908.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -353041.062500 Penalty: 9133.449219
	Iteration 5Q: 3 clusters Score -353041.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -353140.937500 Penalty: 9133.449219
	Iteration 6Q: 3 clusters Score -353140.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -353239.906250 Penalty: 9133.449219
	Iteration 7Q: 3 clusters Score -353239.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -353306.781250 Penalty: 9133.449219
	Iteration 8Q: 3 clusters Score -353306.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -353399.343750 Penalty: 9133.449219
	Iteration 9Q: 3 clusters Score -353399.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -353443.218750 Penalty: 9133.449219
	Iteration 10Q: 3 clusters Score -353443.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -353474.000000 Penalty: 9133.449219
	Iteration 11Q: 3 clusters Score -353474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -353498.687500 Penalty: 9133.449219
	Iteration 12Q: 3 clusters Score -353498.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -353516.593750 Penalty: 9133.449219
	Iteration 13Q: 3 clusters Score -353516.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -353534.906250 Penalty: 9133.449219
	Iteration 14Q: 3 clusters Score -353534.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -353548.031250 Penalty: 9133.449219
	Iteration 15Q: 3 clusters Score -353548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -353556.375000 Penalty: 9133.449219
	Iteration 16Q: 3 clusters Score -353556.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -353564.218750 Penalty: 9133.449219
	Iteration 17Q: 3 clusters Score -353564.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -353575.062500 Penalty: 9133.449219
	Iteration 18Q: 3 clusters Score -353575.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -353580.968750 Penalty: 9133.449219
	Iteration 19Q: 3 clusters Score -353581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -353607.781250 Penalty: 9133.449219
	Iteration 20F: 3 clusters Score -353607.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -353700.906250 Penalty: 9133.449219
	Iteration 21Q: 3 clusters Score -353700.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -353789.250000 Penalty: 9133.449219
	Iteration 22Q: 3 clusters Score -353789.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -353849.218750 Penalty: 9133.449219
	Iteration 23Q: 3 clusters Score -353849.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -353885.875000 Penalty: 9133.449219
	Iteration 24Q: 3 clusters Score -353885.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -353911.000000 Penalty: 9133.449219
	Iteration 25Q: 3 clusters Score -353911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -353925.468750 Penalty: 9133.449219
	Iteration 26Q: 3 clusters Score -353925.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -353939.125000 Penalty: 9133.449219
	Iteration 27Q: 3 clusters Score -353939.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -353954.687500 Penalty: 9133.449219
	Iteration 28Q: 3 clusters Score -353954.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -353968.437500 Penalty: 9133.449219
	Iteration 29Q: 3 clusters Score -353968.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -353979.125000 Penalty: 9133.449219
	Iteration 30Q: 3 clusters Score -353979.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -353987.968750 Penalty: 9133.449219
	Iteration 31Q: 3 clusters Score -353988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -353994.625000 Penalty: 9133.449219
	Iteration 32Q: 3 clusters Score -353994.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -354003.000000 Penalty: 9133.449219
	Iteration 33Q: 3 clusters Score -354003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -354016.906250 Penalty: 9133.449219
	Iteration 34Q: 3 clusters Score -354016.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -354024.343750 Penalty: 9133.449219
	Iteration 35Q: 3 clusters Score -354024.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -354025.968750 Penalty: 9133.449219
	Iteration 36Q: 3 clusters Score -354026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -354030.843750 Penalty: 9133.449219
	Iteration 37Q: 3 clusters Score -354030.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -354039.750000 Penalty: 9133.449219
	Iteration 38Q: 3 clusters Score -354039.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -354044.437500 Penalty: 9133.449219
	Iteration 39Q: 3 clusters Score -354044.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -354051.781250 Penalty: 9133.449219
	Iteration 40F: 3 clusters Score -354051.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -354064.093750 Penalty: 9133.449219
	Iteration 41Q: 3 clusters Score -354064.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -354066.750000 Penalty: 9133.449219
	Iteration 42Q: 3 clusters Score -354066.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -354068.937500 Penalty: 9133.449219
	Iteration 43Q: 3 clusters Score -354068.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -354070.406250 Penalty: 9133.449219
	Iteration 44Q: 3 clusters Score -354070.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -354070.406250 Penalty: 9133.449219
	Iteration 45F: 3 clusters Score -354070.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Entering Unmasked Estep 
Score: -269829.468750 Penalty: 4420.684082
	Iteration 0F: 2 clusters Score -269829.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -265671.875000 Penalty: 8841.368164
	Iteration 0F: 3 clusters Score -265671.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -266502.750000 Penalty: 8841.368164
	Iteration 1F: 3 clusters Score -266502.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -266849.000000 Penalty: 8841.368164
	Iteration 2F: 3 clusters Score -266849 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -267007.031250 Penalty: 8841.368164
	Iteration 3Q: 3 clusters Score -267007 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -267108.375000 Penalty: 8841.368164
	Iteration 4Q: 3 clusters Score -267108.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -267195.062500 Penalty: 8841.368164
	Iteration 5Q: 3 clusters Score -267195.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -267291.125000 Penalty: 8841.368164
	Iteration 6Q: 3 clusters Score -267291.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -267351.812500 Penalty: 8841.368164
	Iteration 7Q: 3 clusters Score -267351.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -267401.406250 Penalty: 8841.368164
	Iteration 8Q: 3 clusters Score -267401.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -267444.375000 Penalty: 8841.368164
	Iteration 9Q: 3 clusters Score -267444.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -267486.000000 Penalty: 8841.368164
	Iteration 10Q: 3 clusters Score -267486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -267497.750000 Penalty: 8841.368164
	Iteration 11Q: 3 clusters Score -267497.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -267503.250000 Penalty: 8841.368164
	Iteration 12Q: 3 clusters Score -267503.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -267509.312500 Penalty: 8841.368164
	Iteration 13Q: 3 clusters Score -267509.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -267512.375000 Penalty: 8841.368164
	Iteration 14Q: 3 clusters Score -267512.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -267513.468750 Penalty: 8841.368164
	Iteration 15Q: 3 clusters Score -267513.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -267514.937500 Penalty: 8841.368164
	Iteration 16Q: 3 clusters Score -267514.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -267516.062500 Penalty: 8841.368164
	Iteration 17Q: 3 clusters Score -267516.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -267517.343750 Penalty: 8841.368164
	Iteration 18Q: 3 clusters Score -267517.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -267517.343750 Penalty: 8841.368164
	Iteration 19F: 3 clusters Score -267517.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (62601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62601 members 
Entering Unmasked Estep 
Score: -14054926.000000 Penalty: 6764.778809
	Iteration 0F: 2 clusters Score -1.405493e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31238 members 
Mstep: Class 2 contains 31363 members 
Entering Unmasked Estep 
Score: -14010956.000000 Penalty: 13529.557617
	Iteration 0F: 3 clusters Score -1.401096e+07 nChanged 27994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31404 members 
Mstep: Class 2 contains 31197 members 
Entering Unmasked Estep 
Score: -14026257.000000 Penalty: 13529.557617
	Iteration 1F: 3 clusters Score -1.402626e+07 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31663 members 
Mstep: Class 2 contains 30938 members 
Entering Unmasked Estep 
Score: -14027384.000000 Penalty: 13529.557617
	Iteration 2Q: 3 clusters Score -1.402738e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32016 members 
Mstep: Class 2 contains 30585 members 
Entering Unmasked Estep 
Score: -14028370.000000 Penalty: 13529.557617
	Iteration 3Q: 3 clusters Score -1.402837e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32529 members 
Mstep: Class 2 contains 30072 members 
Entering Unmasked Estep 
Score: -14029356.000000 Penalty: 13529.557617
	Iteration 4Q: 3 clusters Score -1.402936e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33282 members 
Mstep: Class 2 contains 29319 members 
Entering Unmasked Estep 
Score: -14030471.000000 Penalty: 13529.557617
	Iteration 5Q: 3 clusters Score -1.403047e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34421 members 
Mstep: Class 2 contains 28180 members 
Entering Unmasked Estep 
Score: -14031837.000000 Penalty: 13529.557617
	Iteration 6Q: 3 clusters Score -1.403184e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36023 members 
Mstep: Class 2 contains 26578 members 
Entering Unmasked Estep 
Score: -14033372.000000 Penalty: 13529.557617
	Iteration 7F: 3 clusters Score -1.403337e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38100 members 
Mstep: Class 2 contains 24501 members 
Entering Unmasked Estep 
Score: -14035103.000000 Penalty: 13529.557617
	Iteration 8F: 3 clusters Score -1.40351e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40532 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -14036972.000000 Penalty: 13529.557617
	Iteration 9F: 3 clusters Score -1.403697e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43194 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -14038854.000000 Penalty: 13529.557617
	Iteration 10F: 3 clusters Score -1.403885e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45807 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -14040701.000000 Penalty: 13529.557617
	Iteration 11Q: 3 clusters Score -1.40407e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48301 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -14042227.000000 Penalty: 13529.557617
	Iteration 12Q: 3 clusters Score -1.404223e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50485 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -14043416.000000 Penalty: 13529.557617
	Iteration 13Q: 3 clusters Score -1.404342e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52362 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -14044375.000000 Penalty: 13529.557617
	Iteration 14Q: 3 clusters Score -1.404438e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54017 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -14045337.000000 Penalty: 13529.557617
	Iteration 15Q: 3 clusters Score -1.404534e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55429 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -14046030.000000 Penalty: 13529.557617
	Iteration 16Q: 3 clusters Score -1.404603e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56622 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -14046708.000000 Penalty: 13529.557617
	Iteration 17Q: 3 clusters Score -1.404671e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57606 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -14047271.000000 Penalty: 13529.557617
	Iteration 18Q: 3 clusters Score -1.404727e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58360 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -14047669.000000 Penalty: 13529.557617
	Iteration 19Q: 3 clusters Score -1.404767e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58939 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -14048005.000000 Penalty: 13529.557617
	Iteration 20F: 3 clusters Score -1.4048e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59380 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -14048182.000000 Penalty: 13529.557617
	Iteration 21Q: 3 clusters Score -1.404818e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59718 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -14048378.000000 Penalty: 13529.557617
	Iteration 22Q: 3 clusters Score -1.404838e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59976 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -14048480.000000 Penalty: 13529.557617
	Iteration 23Q: 3 clusters Score -1.404848e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60171 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -14048633.000000 Penalty: 13529.557617
	Iteration 24Q: 3 clusters Score -1.404863e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60332 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -14048747.000000 Penalty: 13529.557617
	Iteration 25Q: 3 clusters Score -1.404875e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60452 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -14048803.000000 Penalty: 13529.557617
	Iteration 26Q: 3 clusters Score -1.40488e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60546 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -14048801.000000 Penalty: 13529.557617
	Iteration 27Q: 3 clusters Score -1.40488e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60628 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -14048859.000000 Penalty: 13529.557617
	Iteration 28Q: 3 clusters Score -1.404886e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60684 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -14048903.000000 Penalty: 13529.557617
	Iteration 29Q: 3 clusters Score -1.40489e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60735 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -14048916.000000 Penalty: 13529.557617
	Iteration 30Q: 3 clusters Score -1.404892e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60774 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -14048950.000000 Penalty: 13529.557617
	Iteration 31Q: 3 clusters Score -1.404895e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60800 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -14048962.000000 Penalty: 13529.557617
	Iteration 32Q: 3 clusters Score -1.404896e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60830 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -14048999.000000 Penalty: 13529.557617
	Iteration 33Q: 3 clusters Score -1.4049e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60866 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -14049037.000000 Penalty: 13529.557617
	Iteration 34Q: 3 clusters Score -1.404904e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60894 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -14049042.000000 Penalty: 13529.557617
	Iteration 35Q: 3 clusters Score -1.404904e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60907 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -14049056.000000 Penalty: 13529.557617
	Iteration 36Q: 3 clusters Score -1.404906e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60919 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -14049063.000000 Penalty: 13529.557617
	Iteration 37Q: 3 clusters Score -1.404906e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60929 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -14049060.000000 Penalty: 13529.557617
	Iteration 38Q: 3 clusters Score -1.404906e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60935 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -14049048.000000 Penalty: 13529.557617
	Iteration 39Q: 3 clusters Score -1.404905e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60943 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -14049057.000000 Penalty: 13529.557617
	Iteration 40F: 3 clusters Score -1.404906e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60944 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -14049062.000000 Penalty: 13529.557617
	Iteration 41Q: 3 clusters Score -1.404906e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60945 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -14049056.000000 Penalty: 13529.557617
	Iteration 42Q: 3 clusters Score -1.404906e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60949 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -14049052.000000 Penalty: 13529.557617
	Iteration 43Q: 3 clusters Score -1.404905e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60954 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -14049064.000000 Penalty: 13529.557617
	Iteration 44Q: 3 clusters Score -1.404906e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60960 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -14049066.000000 Penalty: 13529.557617
	Iteration 45Q: 3 clusters Score -1.404907e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60964 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -14049077.000000 Penalty: 13529.557617
	Iteration 46Q: 3 clusters Score -1.404908e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60965 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -14049068.000000 Penalty: 13529.557617
	Iteration 47Q: 3 clusters Score -1.404907e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60965 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -14049068.000000 Penalty: 13529.557617
	Iteration 48F: 3 clusters Score -1.404907e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Entering Unmasked Estep 
Score: -3531171.250000 Penalty: 5920.380859
	Iteration 0F: 2 clusters Score -3531171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -3517291.250000 Penalty: 11840.761719
	Iteration 0F: 3 clusters Score -3517291 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -3520694.250000 Penalty: 11840.761719
	Iteration 1F: 3 clusters Score -3520694 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -3521266.500000 Penalty: 11840.761719
	Iteration 2F: 3 clusters Score -3521266 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -3521624.250000 Penalty: 11840.761719
	Iteration 3Q: 3 clusters Score -3521624 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -3521877.250000 Penalty: 11840.761719
	Iteration 4Q: 3 clusters Score -3521877 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -3522079.750000 Penalty: 11840.761719
	Iteration 5Q: 3 clusters Score -3522080 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -3522264.000000 Penalty: 11840.761719
	Iteration 6Q: 3 clusters Score -3522264 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -3522423.500000 Penalty: 11840.761719
	Iteration 7Q: 3 clusters Score -3522424 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -3522585.750000 Penalty: 11840.761719
	Iteration 8Q: 3 clusters Score -3522586 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -3522714.500000 Penalty: 11840.761719
	Iteration 9Q: 3 clusters Score -3522714 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -3522850.500000 Penalty: 11840.761719
	Iteration 10Q: 3 clusters Score -3522850 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -3522984.000000 Penalty: 11840.761719
	Iteration 11Q: 3 clusters Score -3522984 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -3523132.250000 Penalty: 11840.761719
	Iteration 12Q: 3 clusters Score -3523132 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -3523314.250000 Penalty: 11840.761719
	Iteration 13Q: 3 clusters Score -3523314 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -3523545.250000 Penalty: 11840.761719
	Iteration 14Q: 3 clusters Score -3523545 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -3523891.250000 Penalty: 11840.761719
	Iteration 15Q: 3 clusters Score -3523891 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -3524479.000000 Penalty: 11840.761719
	Iteration 16Q: 3 clusters Score -3524479 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -3525578.500000 Penalty: 11840.761719
	Iteration 17Q: 3 clusters Score -3525578 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -3527243.000000 Penalty: 11840.761719
	Iteration 18F: 3 clusters Score -3527243 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -3528753.250000 Penalty: 11840.761719
	Iteration 19F: 3 clusters Score -3528753 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -3529778.000000 Penalty: 11840.761719
	Iteration 20F: 3 clusters Score -3529778 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -3530454.500000 Penalty: 11840.761719
	Iteration 21Q: 3 clusters Score -3530454 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -3530781.000000 Penalty: 11840.761719
	Iteration 22Q: 3 clusters Score -3530781 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -3530934.750000 Penalty: 11840.761719
	Iteration 23Q: 3 clusters Score -3530935 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -3530999.250000 Penalty: 11840.761719
	Iteration 24Q: 3 clusters Score -3530999 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -3531043.000000 Penalty: 11840.761719
	Iteration 25Q: 3 clusters Score -3531043 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -3531070.000000 Penalty: 11840.761719
	Iteration 26Q: 3 clusters Score -3531070 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -3531071.500000 Penalty: 11840.761719
	Iteration 27Q: 3 clusters Score -3531072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -3531070.000000 Penalty: 11840.761719
	Iteration 28Q: 3 clusters Score -3531070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -3531073.500000 Penalty: 11840.761719
	Iteration 29Q: 3 clusters Score -3531074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -3531069.500000 Penalty: 11840.761719
	Iteration 30Q: 3 clusters Score -3531070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -3531070.000000 Penalty: 11840.761719
	Iteration 31Q: 3 clusters Score -3531070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -3531075.000000 Penalty: 11840.761719
	Iteration 32Q: 3 clusters Score -3531075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -3531076.250000 Penalty: 11840.761719
	Iteration 33Q: 3 clusters Score -3531076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -3531075.750000 Penalty: 11840.761719
	Iteration 34Q: 3 clusters Score -3531076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -3531078.500000 Penalty: 11840.761719
	Iteration 35Q: 3 clusters Score -3531078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -3531078.500000 Penalty: 11840.761719
	Iteration 36F: 3 clusters Score -3531078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Entering Unmasked Estep 
Score: -255599.828125 Penalty: 4386.018066
	Iteration 0F: 2 clusters Score -255599.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -251320.296875 Penalty: 8772.036133
	Iteration 0F: 3 clusters Score -251320.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -252001.828125 Penalty: 8772.036133
	Iteration 1F: 3 clusters Score -252001.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -252406.531250 Penalty: 8772.036133
	Iteration 2F: 3 clusters Score -252406.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -252785.296875 Penalty: 8772.036133
	Iteration 3F: 3 clusters Score -252785.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -253108.656250 Penalty: 8772.036133
	Iteration 4F: 3 clusters Score -253108.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -253500.453125 Penalty: 8772.036133
	Iteration 5Q: 3 clusters Score -253500.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -253907.953125 Penalty: 8772.036133
	Iteration 6Q: 3 clusters Score -253908 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -254183.609375 Penalty: 8772.036133
	Iteration 7Q: 3 clusters Score -254183.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -254371.796875 Penalty: 8772.036133
	Iteration 8Q: 3 clusters Score -254371.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -254454.609375 Penalty: 8772.036133
	Iteration 9Q: 3 clusters Score -254454.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -254503.984375 Penalty: 8772.036133
	Iteration 10Q: 3 clusters Score -254504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -254540.031250 Penalty: 8772.036133
	Iteration 11Q: 3 clusters Score -254540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -254567.187500 Penalty: 8772.036133
	Iteration 12Q: 3 clusters Score -254567.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -254581.328125 Penalty: 8772.036133
	Iteration 13Q: 3 clusters Score -254581.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -254594.921875 Penalty: 8772.036133
	Iteration 14Q: 3 clusters Score -254594.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -254603.328125 Penalty: 8772.036133
	Iteration 15Q: 3 clusters Score -254603.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -254625.484375 Penalty: 8772.036133
	Iteration 16Q: 3 clusters Score -254625.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -254654.250000 Penalty: 8772.036133
	Iteration 17Q: 3 clusters Score -254654.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -254665.968750 Penalty: 8772.036133
	Iteration 18Q: 3 clusters Score -254666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -254668.625000 Penalty: 8772.036133
	Iteration 19Q: 3 clusters Score -254668.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -254670.937500 Penalty: 8772.036133
	Iteration 20F: 3 clusters Score -254670.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -254724.437500 Penalty: 8772.036133
	Iteration 21Q: 3 clusters Score -254724.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -254726.718750 Penalty: 8772.036133
	Iteration 22Q: 3 clusters Score -254726.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -254726.718750 Penalty: 8772.036133
	Iteration 23F: 3 clusters Score -254726.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (20194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Entering Unmasked Estep 
Score: -4326563.500000 Penalty: 6071.798828
	Iteration 0F: 2 clusters Score -4326564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -4309957.000000 Penalty: 12143.597656
	Iteration 0F: 3 clusters Score -4309957 nChanged 8110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -4314643.000000 Penalty: 12143.597656
	Iteration 1F: 3 clusters Score -4314643 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -4315840.000000 Penalty: 12143.597656
	Iteration 2F: 3 clusters Score -4315840 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -4317068.500000 Penalty: 12143.597656
	Iteration 3F: 3 clusters Score -4317068 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -4318325.000000 Penalty: 12143.597656
	Iteration 4F: 3 clusters Score -4318325 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -4319513.500000 Penalty: 12143.597656
	Iteration 5F: 3 clusters Score -4319514 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -4320450.000000 Penalty: 12143.597656
	Iteration 6F: 3 clusters Score -4320450 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -4321262.000000 Penalty: 12143.597656
	Iteration 7F: 3 clusters Score -4321262 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -4321895.500000 Penalty: 12143.597656
	Iteration 8Q: 3 clusters Score -4321896 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -4322375.500000 Penalty: 12143.597656
	Iteration 9Q: 3 clusters Score -4322376 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -4322740.000000 Penalty: 12143.597656
	Iteration 10Q: 3 clusters Score -4322740 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -4323023.000000 Penalty: 12143.597656
	Iteration 11Q: 3 clusters Score -4323023 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -4323233.500000 Penalty: 12143.597656
	Iteration 12Q: 3 clusters Score -4323234 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -4323366.500000 Penalty: 12143.597656
	Iteration 13Q: 3 clusters Score -4323366 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -4323494.500000 Penalty: 12143.597656
	Iteration 14Q: 3 clusters Score -4323494 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -4323561.500000 Penalty: 12143.597656
	Iteration 15Q: 3 clusters Score -4323562 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -4323634.000000 Penalty: 12143.597656
	Iteration 16Q: 3 clusters Score -4323634 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -4323667.000000 Penalty: 12143.597656
	Iteration 17Q: 3 clusters Score -4323667 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -4323711.000000 Penalty: 12143.597656
	Iteration 18Q: 3 clusters Score -4323711 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -4323762.000000 Penalty: 12143.597656
	Iteration 19Q: 3 clusters Score -4323762 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -4323781.500000 Penalty: 12143.597656
	Iteration 20F: 3 clusters Score -4323782 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -4323803.000000 Penalty: 12143.597656
	Iteration 21Q: 3 clusters Score -4323803 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -4323858.500000 Penalty: 12143.597656
	Iteration 22Q: 3 clusters Score -4323858 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -4323880.500000 Penalty: 12143.597656
	Iteration 23Q: 3 clusters Score -4323880 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -4323874.500000 Penalty: 12143.597656
	Iteration 24Q: 3 clusters Score -4323874 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -4323897.000000 Penalty: 12143.597656
	Iteration 25Q: 3 clusters Score -4323897 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -4323905.500000 Penalty: 12143.597656
	Iteration 26Q: 3 clusters Score -4323906 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -4323928.500000 Penalty: 12143.597656
	Iteration 27Q: 3 clusters Score -4323928 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -4323945.500000 Penalty: 12143.597656
	Iteration 28Q: 3 clusters Score -4323946 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -4323955.500000 Penalty: 12143.597656
	Iteration 29Q: 3 clusters Score -4323956 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -4323962.500000 Penalty: 12143.597656
	Iteration 30Q: 3 clusters Score -4323962 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -4323996.500000 Penalty: 12143.597656
	Iteration 31Q: 3 clusters Score -4323996 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -4324012.000000 Penalty: 12143.597656
	Iteration 32Q: 3 clusters Score -4324012 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -4324013.000000 Penalty: 12143.597656
	Iteration 33Q: 3 clusters Score -4324013 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -4324043.500000 Penalty: 12143.597656
	Iteration 34Q: 3 clusters Score -4324044 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -4324055.500000 Penalty: 12143.597656
	Iteration 35Q: 3 clusters Score -4324056 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -4324044.000000 Penalty: 12143.597656
	Iteration 36Q: 3 clusters Score -4324044 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -4324045.000000 Penalty: 12143.597656
	Iteration 37Q: 3 clusters Score -4324045 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -4324058.500000 Penalty: 12143.597656
	Iteration 38Q: 3 clusters Score -4324058 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -4324072.000000 Penalty: 12143.597656
	Iteration 39Q: 3 clusters Score -4324072 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -4324073.500000 Penalty: 12143.597656
	Iteration 40F: 3 clusters Score -4324074 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -4324085.000000 Penalty: 12143.597656
	Iteration 41Q: 3 clusters Score -4324085 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -4324090.000000 Penalty: 12143.597656
	Iteration 42Q: 3 clusters Score -4324090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -4324088.000000 Penalty: 12143.597656
	Iteration 43Q: 3 clusters Score -4324088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -4324088.000000 Penalty: 12143.597656
	Iteration 44Q: 3 clusters Score -4324088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -4324086.000000 Penalty: 12143.597656
	Iteration 45Q: 3 clusters Score -4324086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -4324088.000000 Penalty: 12143.597656
	Iteration 46Q: 3 clusters Score -4324088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -4324092.000000 Penalty: 12143.597656
	Iteration 47Q: 3 clusters Score -4324092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -4324099.000000 Penalty: 12143.597656
	Iteration 48Q: 3 clusters Score -4324099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -4324089.500000 Penalty: 12143.597656
	Iteration 49Q: 3 clusters Score -4324090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -4324098.000000 Penalty: 12143.597656
	Iteration 50Q: 3 clusters Score -4324098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -4324095.000000 Penalty: 12143.597656
	Iteration 51Q: 3 clusters Score -4324095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -4324093.500000 Penalty: 12143.597656
	Iteration 52Q: 3 clusters Score -4324094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -4324100.000000 Penalty: 12143.597656
	Iteration 53Q: 3 clusters Score -4324100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -4324102.500000 Penalty: 12143.597656
	Iteration 54Q: 3 clusters Score -4324102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -4324100.500000 Penalty: 12143.597656
	Iteration 55Q: 3 clusters Score -4324100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -4324097.500000 Penalty: 12143.597656
	Iteration 56Q: 3 clusters Score -4324098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -4324100.500000 Penalty: 12143.597656
	Iteration 57Q: 3 clusters Score -4324100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -4324094.000000 Penalty: 12143.597656
	Iteration 58Q: 3 clusters Score -4324094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -4324094.000000 Penalty: 12143.597656
	Iteration 59F: 3 clusters Score -4324094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (53481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53481 members 
Entering Unmasked Estep 
Score: -11957675.000000 Penalty: 6668.337891
	Iteration 0F: 2 clusters Score -1.195768e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -11919870.000000 Penalty: 13336.675781
	Iteration 0F: 3 clusters Score -1.191987e+07 nChanged 23688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25459 members 
Mstep: Class 2 contains 28022 members 
Entering Unmasked Estep 
Score: -11932335.000000 Penalty: 13336.675781
	Iteration 1F: 3 clusters Score -1.193234e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 28708 members 
Entering Unmasked Estep 
Score: -11933261.000000 Penalty: 13336.675781
	Iteration 2Q: 3 clusters Score -1.193326e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 29617 members 
Entering Unmasked Estep 
Score: -11934342.000000 Penalty: 13336.675781
	Iteration 3Q: 3 clusters Score -1.193434e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 30890 members 
Entering Unmasked Estep 
Score: -11935544.000000 Penalty: 13336.675781
	Iteration 4Q: 3 clusters Score -1.193554e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 32490 members 
Entering Unmasked Estep 
Score: -11936971.000000 Penalty: 13336.675781
	Iteration 5Q: 3 clusters Score -1.193697e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 34469 members 
Entering Unmasked Estep 
Score: -11938663.000000 Penalty: 13336.675781
	Iteration 6F: 3 clusters Score -1.193866e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 36738 members 
Entering Unmasked Estep 
Score: -11940389.000000 Penalty: 13336.675781
	Iteration 7F: 3 clusters Score -1.194039e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 39369 members 
Entering Unmasked Estep 
Score: -11942526.000000 Penalty: 13336.675781
	Iteration 8F: 3 clusters Score -1.194253e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 42123 members 
Entering Unmasked Estep 
Score: -11944831.000000 Penalty: 13336.675781
	Iteration 9F: 3 clusters Score -1.194483e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 44616 members 
Entering Unmasked Estep 
Score: -11947071.000000 Penalty: 13336.675781
	Iteration 10F: 3 clusters Score -1.194707e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 46632 members 
Entering Unmasked Estep 
Score: -11948945.000000 Penalty: 13336.675781
	Iteration 11Q: 3 clusters Score -1.194894e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 48055 members 
Entering Unmasked Estep 
Score: -11950207.000000 Penalty: 13336.675781
	Iteration 12Q: 3 clusters Score -1.195021e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 48977 members 
Entering Unmasked Estep 
Score: -11951081.000000 Penalty: 13336.675781
	Iteration 13Q: 3 clusters Score -1.195108e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 49600 members 
Entering Unmasked Estep 
Score: -11951543.000000 Penalty: 13336.675781
	Iteration 14Q: 3 clusters Score -1.195154e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 50009 members 
Entering Unmasked Estep 
Score: -11951854.000000 Penalty: 13336.675781
	Iteration 15Q: 3 clusters Score -1.195185e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 50304 members 
Entering Unmasked Estep 
Score: -11952111.000000 Penalty: 13336.675781
	Iteration 16Q: 3 clusters Score -1.195211e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 50537 members 
Entering Unmasked Estep 
Score: -11952320.000000 Penalty: 13336.675781
	Iteration 17Q: 3 clusters Score -1.195232e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 50704 members 
Entering Unmasked Estep 
Score: -11952488.000000 Penalty: 13336.675781
	Iteration 18Q: 3 clusters Score -1.195249e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 50824 members 
Entering Unmasked Estep 
Score: -11952613.000000 Penalty: 13336.675781
	Iteration 19Q: 3 clusters Score -1.195261e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 50930 members 
Entering Unmasked Estep 
Score: -11952702.000000 Penalty: 13336.675781
	Iteration 20F: 3 clusters Score -1.19527e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 50998 members 
Entering Unmasked Estep 
Score: -11952778.000000 Penalty: 13336.675781
	Iteration 21Q: 3 clusters Score -1.195278e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 51072 members 
Entering Unmasked Estep 
Score: -11952857.000000 Penalty: 13336.675781
	Iteration 22Q: 3 clusters Score -1.195286e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 51122 members 
Entering Unmasked Estep 
Score: -11952905.000000 Penalty: 13336.675781
	Iteration 23Q: 3 clusters Score -1.19529e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 51175 members 
Entering Unmasked Estep 
Score: -11952978.000000 Penalty: 13336.675781
	Iteration 24Q: 3 clusters Score -1.195298e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 51206 members 
Entering Unmasked Estep 
Score: -11953015.000000 Penalty: 13336.675781
	Iteration 25Q: 3 clusters Score -1.195302e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 51236 members 
Entering Unmasked Estep 
Score: -11953048.000000 Penalty: 13336.675781
	Iteration 26Q: 3 clusters Score -1.195305e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 51260 members 
Entering Unmasked Estep 
Score: -11953080.000000 Penalty: 13336.675781
	Iteration 27Q: 3 clusters Score -1.195308e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 51270 members 
Entering Unmasked Estep 
Score: -11953068.000000 Penalty: 13336.675781
	Iteration 28Q: 3 clusters Score -1.195307e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 51281 members 
Entering Unmasked Estep 
Score: -11953080.000000 Penalty: 13336.675781
	Iteration 29Q: 3 clusters Score -1.195308e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 51289 members 
Entering Unmasked Estep 
Score: -11953094.000000 Penalty: 13336.675781
	Iteration 30Q: 3 clusters Score -1.195309e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 51291 members 
Entering Unmasked Estep 
Score: -11953102.000000 Penalty: 13336.675781
	Iteration 31Q: 3 clusters Score -1.19531e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 51297 members 
Entering Unmasked Estep 
Score: -11953097.000000 Penalty: 13336.675781
	Iteration 32Q: 3 clusters Score -1.19531e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 51301 members 
Entering Unmasked Estep 
Score: -11953091.000000 Penalty: 13336.675781
	Iteration 33Q: 3 clusters Score -1.195309e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 51303 members 
Entering Unmasked Estep 
Score: -11953090.000000 Penalty: 13336.675781
	Iteration 34Q: 3 clusters Score -1.195309e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 51306 members 
Entering Unmasked Estep 
Score: -11953099.000000 Penalty: 13336.675781
	Iteration 35Q: 3 clusters Score -1.19531e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 51308 members 
Entering Unmasked Estep 
Score: -11953108.000000 Penalty: 13336.675781
	Iteration 36Q: 3 clusters Score -1.195311e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 51308 members 
Entering Unmasked Estep 
Score: -11953108.000000 Penalty: 13336.675781
	Iteration 37F: 3 clusters Score -1.195311e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (16821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Entering Unmasked Estep 
Score: -3631459.000000 Penalty: 5959.859375
	Iteration 0F: 2 clusters Score -3631459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -3617009.000000 Penalty: 11919.718750
	Iteration 0F: 3 clusters Score -3617009 nChanged 6547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -3620518.750000 Penalty: 11919.718750
	Iteration 1F: 3 clusters Score -3620519 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -3621212.750000 Penalty: 11919.718750
	Iteration 2F: 3 clusters Score -3621213 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -3621742.250000 Penalty: 11919.718750
	Iteration 3F: 3 clusters Score -3621742 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -3622235.250000 Penalty: 11919.718750
	Iteration 4Q: 3 clusters Score -3622235 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -3622675.000000 Penalty: 11919.718750
	Iteration 5Q: 3 clusters Score -3622675 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -3623075.750000 Penalty: 11919.718750
	Iteration 6Q: 3 clusters Score -3623076 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -3623530.000000 Penalty: 11919.718750
	Iteration 7Q: 3 clusters Score -3623530 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -3624020.250000 Penalty: 11919.718750
	Iteration 8Q: 3 clusters Score -3624020 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -3624597.750000 Penalty: 11919.718750
	Iteration 9Q: 3 clusters Score -3624598 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -3625121.750000 Penalty: 11919.718750
	Iteration 10Q: 3 clusters Score -3625122 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -3625551.000000 Penalty: 11919.718750
	Iteration 11Q: 3 clusters Score -3625551 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -3625902.750000 Penalty: 11919.718750
	Iteration 12Q: 3 clusters Score -3625903 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -3626169.500000 Penalty: 11919.718750
	Iteration 13Q: 3 clusters Score -3626170 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -3626387.500000 Penalty: 11919.718750
	Iteration 14Q: 3 clusters Score -3626388 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -3626588.500000 Penalty: 11919.718750
	Iteration 15Q: 3 clusters Score -3626588 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -3626733.000000 Penalty: 11919.718750
	Iteration 16Q: 3 clusters Score -3626733 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -3626880.750000 Penalty: 11919.718750
	Iteration 17Q: 3 clusters Score -3626881 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -3627017.500000 Penalty: 11919.718750
	Iteration 18Q: 3 clusters Score -3627018 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -3627112.000000 Penalty: 11919.718750
	Iteration 19Q: 3 clusters Score -3627112 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -3627172.250000 Penalty: 11919.718750
	Iteration 20F: 3 clusters Score -3627172 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -3627225.000000 Penalty: 11919.718750
	Iteration 21Q: 3 clusters Score -3627225 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -3627254.250000 Penalty: 11919.718750
	Iteration 22Q: 3 clusters Score -3627254 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -3627278.250000 Penalty: 11919.718750
	Iteration 23Q: 3 clusters Score -3627278 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -3627304.750000 Penalty: 11919.718750
	Iteration 24Q: 3 clusters Score -3627305 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -3627319.250000 Penalty: 11919.718750
	Iteration 25Q: 3 clusters Score -3627319 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -3627338.250000 Penalty: 11919.718750
	Iteration 26Q: 3 clusters Score -3627338 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -3627344.250000 Penalty: 11919.718750
	Iteration 27Q: 3 clusters Score -3627344 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -3627355.750000 Penalty: 11919.718750
	Iteration 28Q: 3 clusters Score -3627356 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -3627354.250000 Penalty: 11919.718750
	Iteration 29Q: 3 clusters Score -3627354 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -3627355.750000 Penalty: 11919.718750
	Iteration 30Q: 3 clusters Score -3627356 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -3627370.250000 Penalty: 11919.718750
	Iteration 31Q: 3 clusters Score -3627370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -3627372.250000 Penalty: 11919.718750
	Iteration 32Q: 3 clusters Score -3627372 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -3627380.500000 Penalty: 11919.718750
	Iteration 33Q: 3 clusters Score -3627380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -3627388.500000 Penalty: 11919.718750
	Iteration 34Q: 3 clusters Score -3627388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -3627394.750000 Penalty: 11919.718750
	Iteration 35Q: 3 clusters Score -3627395 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -3627399.250000 Penalty: 11919.718750
	Iteration 36Q: 3 clusters Score -3627399 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -3627394.250000 Penalty: 11919.718750
	Iteration 37Q: 3 clusters Score -3627394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -3627401.000000 Penalty: 11919.718750
	Iteration 38Q: 3 clusters Score -3627401 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -3627398.750000 Penalty: 11919.718750
	Iteration 39Q: 3 clusters Score -3627399 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -3627403.500000 Penalty: 11919.718750
	Iteration 40F: 3 clusters Score -3627404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -3627404.250000 Penalty: 11919.718750
	Iteration 41Q: 3 clusters Score -3627404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -3627398.750000 Penalty: 11919.718750
	Iteration 42Q: 3 clusters Score -3627399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -3627406.000000 Penalty: 11919.718750
	Iteration 43Q: 3 clusters Score -3627406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -3627410.250000 Penalty: 11919.718750
	Iteration 44Q: 3 clusters Score -3627410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -3627411.250000 Penalty: 11919.718750
	Iteration 45Q: 3 clusters Score -3627411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -3627412.000000 Penalty: 11919.718750
	Iteration 46Q: 3 clusters Score -3627412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -3627416.000000 Penalty: 11919.718750
	Iteration 47Q: 3 clusters Score -3627416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -3627418.250000 Penalty: 11919.718750
	Iteration 48Q: 3 clusters Score -3627418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -3627418.500000 Penalty: 11919.718750
	Iteration 49Q: 3 clusters Score -3627418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -3627420.000000 Penalty: 11919.718750
	Iteration 50Q: 3 clusters Score -3627420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -3627420.000000 Penalty: 11919.718750
	Iteration 51F: 3 clusters Score -3627420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -252525.609375 Penalty: 4326.117188
	Iteration 0F: 2 clusters Score -252525.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -248268.890625 Penalty: 8652.234375
	Iteration 0F: 3 clusters Score -248268.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -248659.203125 Penalty: 8652.234375
	Iteration 1F: 3 clusters Score -248659.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -248757.828125 Penalty: 8652.234375
	Iteration 2Q: 3 clusters Score -248757.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -248788.859375 Penalty: 8652.234375
	Iteration 3Q: 3 clusters Score -248788.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -248810.312500 Penalty: 8652.234375
	Iteration 4Q: 3 clusters Score -248810.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -248815.500000 Penalty: 8652.234375
	Iteration 5Q: 3 clusters Score -248815.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -248821.281250 Penalty: 8652.234375
	Iteration 6Q: 3 clusters Score -248821.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -248822.359375 Penalty: 8652.234375
	Iteration 7Q: 3 clusters Score -248822.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -248827.109375 Penalty: 8652.234375
	Iteration 8Q: 3 clusters Score -248827.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -248828.093750 Penalty: 8652.234375
	Iteration 9Q: 3 clusters Score -248828.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -248828.093750 Penalty: 8652.234375
	Iteration 10F: 3 clusters Score -248828.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (44650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44650 members 
Entering Unmasked Estep 
Score: -10063215.000000 Penalty: 6557.798340
	Iteration 0F: 2 clusters Score -1.006322e+07 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 22254 members 
Entering Unmasked Estep 
Score: -10031259.000000 Penalty: 13115.596680
	Iteration 0F: 3 clusters Score -1.003126e+07 nChanged 19327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -10041552.000000 Penalty: 13115.596680
	Iteration 1F: 3 clusters Score -1.004155e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -10042416.000000 Penalty: 13115.596680
	Iteration 2F: 3 clusters Score -1.004242e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -10043272.000000 Penalty: 13115.596680
	Iteration 3Q: 3 clusters Score -1.004327e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -10043958.000000 Penalty: 13115.596680
	Iteration 4Q: 3 clusters Score -1.004396e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -10044681.000000 Penalty: 13115.596680
	Iteration 5Q: 3 clusters Score -1.004468e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -10045355.000000 Penalty: 13115.596680
	Iteration 6Q: 3 clusters Score -1.004536e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26568 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -10045954.000000 Penalty: 13115.596680
	Iteration 7Q: 3 clusters Score -1.004595e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27849 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -10046731.000000 Penalty: 13115.596680
	Iteration 8Q: 3 clusters Score -1.004673e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29435 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -10047683.000000 Penalty: 13115.596680
	Iteration 9Q: 3 clusters Score -1.004768e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31254 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -10048853.000000 Penalty: 13115.596680
	Iteration 10Q: 3 clusters Score -1.004885e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33341 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -10050210.000000 Penalty: 13115.596680
	Iteration 11Q: 3 clusters Score -1.005021e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35566 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -10051802.000000 Penalty: 13115.596680
	Iteration 12F: 3 clusters Score -1.00518e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37711 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -10053406.000000 Penalty: 13115.596680
	Iteration 13Q: 3 clusters Score -1.005341e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39585 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -10054979.000000 Penalty: 13115.596680
	Iteration 14Q: 3 clusters Score -1.005498e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41063 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -10056133.000000 Penalty: 13115.596680
	Iteration 15Q: 3 clusters Score -1.005613e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42033 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -10056919.000000 Penalty: 13115.596680
	Iteration 16Q: 3 clusters Score -1.005692e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42625 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -10057393.000000 Penalty: 13115.596680
	Iteration 17Q: 3 clusters Score -1.005739e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42970 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -10057673.000000 Penalty: 13115.596680
	Iteration 18Q: 3 clusters Score -1.005767e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43167 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -10057829.000000 Penalty: 13115.596680
	Iteration 19Q: 3 clusters Score -1.005783e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43304 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -10057960.000000 Penalty: 13115.596680
	Iteration 20F: 3 clusters Score -1.005796e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43385 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -10058016.000000 Penalty: 13115.596680
	Iteration 21Q: 3 clusters Score -1.005802e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43435 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -10058069.000000 Penalty: 13115.596680
	Iteration 22Q: 3 clusters Score -1.005807e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43473 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -10058100.000000 Penalty: 13115.596680
	Iteration 23Q: 3 clusters Score -1.00581e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43495 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -10058123.000000 Penalty: 13115.596680
	Iteration 24Q: 3 clusters Score -1.005812e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43519 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -10058142.000000 Penalty: 13115.596680
	Iteration 25Q: 3 clusters Score -1.005814e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43532 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -10058160.000000 Penalty: 13115.596680
	Iteration 26Q: 3 clusters Score -1.005816e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43544 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -10058183.000000 Penalty: 13115.596680
	Iteration 27Q: 3 clusters Score -1.005818e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43557 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -10058208.000000 Penalty: 13115.596680
	Iteration 28Q: 3 clusters Score -1.005821e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43568 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -10058219.000000 Penalty: 13115.596680
	Iteration 29Q: 3 clusters Score -1.005822e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43578 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -10058228.000000 Penalty: 13115.596680
	Iteration 30Q: 3 clusters Score -1.005823e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43584 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -10058237.000000 Penalty: 13115.596680
	Iteration 31Q: 3 clusters Score -1.005824e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43587 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -10058239.000000 Penalty: 13115.596680
	Iteration 32Q: 3 clusters Score -1.005824e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43586 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -10058247.000000 Penalty: 13115.596680
	Iteration 33Q: 3 clusters Score -1.005825e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43586 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -10058243.000000 Penalty: 13115.596680
	Iteration 34Q: 3 clusters Score -1.005824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43588 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -10058248.000000 Penalty: 13115.596680
	Iteration 35Q: 3 clusters Score -1.005825e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43590 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -10058234.000000 Penalty: 13115.596680
	Iteration 36Q: 3 clusters Score -1.005823e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43593 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -10058240.000000 Penalty: 13115.596680
	Iteration 37Q: 3 clusters Score -1.005824e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43597 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -10058250.000000 Penalty: 13115.596680
	Iteration 38Q: 3 clusters Score -1.005825e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43597 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -10058250.000000 Penalty: 13115.596680
	Iteration 39F: 3 clusters Score -1.005825e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Entering Unmasked Estep 
Score: -1277413.500000 Penalty: 5325.690430
	Iteration 0F: 2 clusters Score -1277414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1269759.000000 Penalty: 10651.380859
	Iteration 0F: 3 clusters Score -1269759 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1271108.500000 Penalty: 10651.380859
	Iteration 1F: 3 clusters Score -1271108 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1271596.875000 Penalty: 10651.380859
	Iteration 2F: 3 clusters Score -1271597 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1271948.625000 Penalty: 10651.380859
	Iteration 3F: 3 clusters Score -1271949 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1272306.375000 Penalty: 10651.380859
	Iteration 4Q: 3 clusters Score -1272306 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1272617.375000 Penalty: 10651.380859
	Iteration 5Q: 3 clusters Score -1272617 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1272928.000000 Penalty: 10651.380859
	Iteration 6Q: 3 clusters Score -1272928 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1273305.000000 Penalty: 10651.380859
	Iteration 7Q: 3 clusters Score -1273305 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1273655.125000 Penalty: 10651.380859
	Iteration 8Q: 3 clusters Score -1273655 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1273953.750000 Penalty: 10651.380859
	Iteration 9Q: 3 clusters Score -1273954 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1274144.125000 Penalty: 10651.380859
	Iteration 10Q: 3 clusters Score -1274144 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1274276.375000 Penalty: 10651.380859
	Iteration 11Q: 3 clusters Score -1274276 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1274355.250000 Penalty: 10651.380859
	Iteration 12Q: 3 clusters Score -1274355 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1274408.000000 Penalty: 10651.380859
	Iteration 13Q: 3 clusters Score -1274408 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1274443.250000 Penalty: 10651.380859
	Iteration 14Q: 3 clusters Score -1274443 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1274469.250000 Penalty: 10651.380859
	Iteration 15Q: 3 clusters Score -1274469 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1274497.250000 Penalty: 10651.380859
	Iteration 16Q: 3 clusters Score -1274497 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1274517.500000 Penalty: 10651.380859
	Iteration 17Q: 3 clusters Score -1274518 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1274539.875000 Penalty: 10651.380859
	Iteration 18Q: 3 clusters Score -1274540 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1274552.000000 Penalty: 10651.380859
	Iteration 19Q: 3 clusters Score -1274552 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1274567.000000 Penalty: 10651.380859
	Iteration 20F: 3 clusters Score -1274567 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1274577.375000 Penalty: 10651.380859
	Iteration 21Q: 3 clusters Score -1274577 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1274591.250000 Penalty: 10651.380859
	Iteration 22Q: 3 clusters Score -1274591 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1274595.125000 Penalty: 10651.380859
	Iteration 23Q: 3 clusters Score -1274595 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1274600.500000 Penalty: 10651.380859
	Iteration 24Q: 3 clusters Score -1274600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1274604.625000 Penalty: 10651.380859
	Iteration 25Q: 3 clusters Score -1274605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1274611.125000 Penalty: 10651.380859
	Iteration 26Q: 3 clusters Score -1274611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1274612.250000 Penalty: 10651.380859
	Iteration 27Q: 3 clusters Score -1274612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1274613.125000 Penalty: 10651.380859
	Iteration 28Q: 3 clusters Score -1274613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1274613.500000 Penalty: 10651.380859
	Iteration 29Q: 3 clusters Score -1274614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1274615.000000 Penalty: 10651.380859
	Iteration 30Q: 3 clusters Score -1274615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1274617.125000 Penalty: 10651.380859
	Iteration 31Q: 3 clusters Score -1274617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1274616.625000 Penalty: 10651.380859
	Iteration 32Q: 3 clusters Score -1274617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1274620.750000 Penalty: 10651.380859
	Iteration 33Q: 3 clusters Score -1274621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1274620.750000 Penalty: 10651.380859
	Iteration 34Q: 3 clusters Score -1274621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1274623.375000 Penalty: 10651.380859
	Iteration 35Q: 3 clusters Score -1274623 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1274632.250000 Penalty: 10651.380859
	Iteration 36Q: 3 clusters Score -1274632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1274634.625000 Penalty: 10651.380859
	Iteration 37Q: 3 clusters Score -1274635 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1274638.375000 Penalty: 10651.380859
	Iteration 38Q: 3 clusters Score -1274638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1274641.375000 Penalty: 10651.380859
	Iteration 39Q: 3 clusters Score -1274641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1274644.125000 Penalty: 10651.380859
	Iteration 40F: 3 clusters Score -1274644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1274646.500000 Penalty: 10651.380859
	Iteration 41Q: 3 clusters Score -1274646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1274650.500000 Penalty: 10651.380859
	Iteration 42Q: 3 clusters Score -1274650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1274652.375000 Penalty: 10651.380859
	Iteration 43Q: 3 clusters Score -1274652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1274652.000000 Penalty: 10651.380859
	Iteration 44Q: 3 clusters Score -1274652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1274652.875000 Penalty: 10651.380859
	Iteration 45Q: 3 clusters Score -1274653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1274656.000000 Penalty: 10651.380859
	Iteration 46Q: 3 clusters Score -1274656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1274659.125000 Penalty: 10651.380859
	Iteration 47Q: 3 clusters Score -1274659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1274659.125000 Penalty: 10651.380859
	Iteration 48F: 3 clusters Score -1274659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (29072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Entering Unmasked Estep 
Score: -6492226.000000 Penalty: 6294.987305
	Iteration 0F: 2 clusters Score -6492226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -6469889.500000 Penalty: 12589.974609
	Iteration 0F: 3 clusters Score -6469890 nChanged 12233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -6476217.500000 Penalty: 12589.974609
	Iteration 1F: 3 clusters Score -6476218 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -6476996.500000 Penalty: 12589.974609
	Iteration 2F: 3 clusters Score -6476996 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -6477610.500000 Penalty: 12589.974609
	Iteration 3F: 3 clusters Score -6477610 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -6478151.000000 Penalty: 12589.974609
	Iteration 4Q: 3 clusters Score -6478151 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -6478694.500000 Penalty: 12589.974609
	Iteration 5Q: 3 clusters Score -6478694 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -6479303.000000 Penalty: 12589.974609
	Iteration 6Q: 3 clusters Score -6479303 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -6479946.500000 Penalty: 12589.974609
	Iteration 7Q: 3 clusters Score -6479946 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -6480603.500000 Penalty: 12589.974609
	Iteration 8Q: 3 clusters Score -6480604 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -6481272.000000 Penalty: 12589.974609
	Iteration 9Q: 3 clusters Score -6481272 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -6482019.000000 Penalty: 12589.974609
	Iteration 10Q: 3 clusters Score -6482019 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -6482830.000000 Penalty: 12589.974609
	Iteration 11Q: 3 clusters Score -6482830 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -6483624.500000 Penalty: 12589.974609
	Iteration 12Q: 3 clusters Score -6483624 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -6484399.000000 Penalty: 12589.974609
	Iteration 13Q: 3 clusters Score -6484399 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -6485082.500000 Penalty: 12589.974609
	Iteration 14Q: 3 clusters Score -6485082 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -6485567.000000 Penalty: 12589.974609
	Iteration 15Q: 3 clusters Score -6485567 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -6485928.000000 Penalty: 12589.974609
	Iteration 16Q: 3 clusters Score -6485928 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -6486180.000000 Penalty: 12589.974609
	Iteration 17Q: 3 clusters Score -6486180 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -6486389.000000 Penalty: 12589.974609
	Iteration 18Q: 3 clusters Score -6486389 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -6486546.000000 Penalty: 12589.974609
	Iteration 19Q: 3 clusters Score -6486546 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 25102 members 
Entering Unmasked Estep 
Score: -6486632.000000 Penalty: 12589.974609
	Iteration 20F: 3 clusters Score -6486632 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -6486707.000000 Penalty: 12589.974609
	Iteration 21Q: 3 clusters Score -6486707 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -6486763.500000 Penalty: 12589.974609
	Iteration 22Q: 3 clusters Score -6486764 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -6486829.500000 Penalty: 12589.974609
	Iteration 23Q: 3 clusters Score -6486830 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 25360 members 
Entering Unmasked Estep 
Score: -6486841.500000 Penalty: 12589.974609
	Iteration 24Q: 3 clusters Score -6486842 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 25403 members 
Entering Unmasked Estep 
Score: -6486879.500000 Penalty: 12589.974609
	Iteration 25Q: 3 clusters Score -6486880 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -6486926.000000 Penalty: 12589.974609
	Iteration 26Q: 3 clusters Score -6486926 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -6486961.000000 Penalty: 12589.974609
	Iteration 27Q: 3 clusters Score -6486961 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 25510 members 
Entering Unmasked Estep 
Score: -6486960.500000 Penalty: 12589.974609
	Iteration 28Q: 3 clusters Score -6486960 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -6486982.000000 Penalty: 12589.974609
	Iteration 29Q: 3 clusters Score -6486982 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -6487001.500000 Penalty: 12589.974609
	Iteration 30Q: 3 clusters Score -6487002 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -6487030.500000 Penalty: 12589.974609
	Iteration 31Q: 3 clusters Score -6487030 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 25675 members 
Entering Unmasked Estep 
Score: -6487070.000000 Penalty: 12589.974609
	Iteration 32Q: 3 clusters Score -6487070 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -6487078.000000 Penalty: 12589.974609
	Iteration 33Q: 3 clusters Score -6487078 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 25755 members 
Entering Unmasked Estep 
Score: -6487109.500000 Penalty: 12589.974609
	Iteration 34Q: 3 clusters Score -6487110 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -6487166.000000 Penalty: 12589.974609
	Iteration 35Q: 3 clusters Score -6487166 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 25863 members 
Entering Unmasked Estep 
Score: -6487177.500000 Penalty: 12589.974609
	Iteration 36Q: 3 clusters Score -6487178 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -6487237.500000 Penalty: 12589.974609
	Iteration 37Q: 3 clusters Score -6487238 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -6487302.500000 Penalty: 12589.974609
	Iteration 38Q: 3 clusters Score -6487302 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -6487346.500000 Penalty: 12589.974609
	Iteration 39Q: 3 clusters Score -6487346 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -6487388.000000 Penalty: 12589.974609
	Iteration 40F: 3 clusters Score -6487388 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -6487433.500000 Penalty: 12589.974609
	Iteration 41Q: 3 clusters Score -6487434 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 26113 members 
Entering Unmasked Estep 
Score: -6487482.000000 Penalty: 12589.974609
	Iteration 42Q: 3 clusters Score -6487482 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 26124 members 
Entering Unmasked Estep 
Score: -6487513.000000 Penalty: 12589.974609
	Iteration 43Q: 3 clusters Score -6487513 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
Score: -6487539.500000 Penalty: 12589.974609
	Iteration 44Q: 3 clusters Score -6487540 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 26116 members 
Entering Unmasked Estep 
Score: -6487552.500000 Penalty: 12589.974609
	Iteration 45Q: 3 clusters Score -6487552 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -6487567.000000 Penalty: 12589.974609
	Iteration 46Q: 3 clusters Score -6487567 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 26121 members 
Entering Unmasked Estep 
Score: -6487584.500000 Penalty: 12589.974609
	Iteration 47Q: 3 clusters Score -6487584 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
Score: -6487603.500000 Penalty: 12589.974609
	Iteration 48Q: 3 clusters Score -6487604 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -6487615.500000 Penalty: 12589.974609
	Iteration 49Q: 3 clusters Score -6487616 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 26139 members 
Entering Unmasked Estep 
Score: -6487626.500000 Penalty: 12589.974609
	Iteration 50Q: 3 clusters Score -6487626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -6487626.500000 Penalty: 12589.974609
	Iteration 51Q: 3 clusters Score -6487626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 26148 members 
Entering Unmasked Estep 
Score: -6487628.500000 Penalty: 12589.974609
	Iteration 52Q: 3 clusters Score -6487628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 26152 members 
Entering Unmasked Estep 
Score: -6487636.000000 Penalty: 12589.974609
	Iteration 53Q: 3 clusters Score -6487636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -6487634.000000 Penalty: 12589.974609
	Iteration 54Q: 3 clusters Score -6487634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -6487641.500000 Penalty: 12589.974609
	Iteration 55Q: 3 clusters Score -6487642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 26167 members 
Entering Unmasked Estep 
Score: -6487647.000000 Penalty: 12589.974609
	Iteration 56Q: 3 clusters Score -6487647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -6487630.500000 Penalty: 12589.974609
	Iteration 57Q: 3 clusters Score -6487630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -6487633.500000 Penalty: 12589.974609
	Iteration 58Q: 3 clusters Score -6487634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -6487630.500000 Penalty: 12589.974609
	Iteration 59Q: 3 clusters Score -6487630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 26183 members 
Entering Unmasked Estep 
Score: -6487643.500000 Penalty: 12589.974609
	Iteration 60F: 3 clusters Score -6487644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 26185 members 
Entering Unmasked Estep 
Score: -6487641.000000 Penalty: 12589.974609
	Iteration 61Q: 3 clusters Score -6487641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -6487655.500000 Penalty: 12589.974609
	Iteration 62Q: 3 clusters Score -6487656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -6487665.000000 Penalty: 12589.974609
	Iteration 63Q: 3 clusters Score -6487665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 26191 members 
Entering Unmasked Estep 
Score: -6487663.500000 Penalty: 12589.974609
	Iteration 64Q: 3 clusters Score -6487664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
Score: -6487649.000000 Penalty: 12589.974609
	Iteration 65Q: 3 clusters Score -6487649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -6487651.500000 Penalty: 12589.974609
	Iteration 66Q: 3 clusters Score -6487652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 26195 members 
Entering Unmasked Estep 
Score: -6487661.000000 Penalty: 12589.974609
	Iteration 67Q: 3 clusters Score -6487661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -6487670.500000 Penalty: 12589.974609
	Iteration 68Q: 3 clusters Score -6487670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 26206 members 
Entering Unmasked Estep 
Score: -6487677.000000 Penalty: 12589.974609
	Iteration 69Q: 3 clusters Score -6487677 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -6487698.000000 Penalty: 12589.974609
	Iteration 70Q: 3 clusters Score -6487698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -6487700.500000 Penalty: 12589.974609
	Iteration 71Q: 3 clusters Score -6487700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
Score: -6487691.000000 Penalty: 12589.974609
	Iteration 72Q: 3 clusters Score -6487691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
Score: -6487701.000000 Penalty: 12589.974609
	Iteration 73Q: 3 clusters Score -6487701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -6487711.500000 Penalty: 12589.974609
	Iteration 74Q: 3 clusters Score -6487712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -6487706.500000 Penalty: 12589.974609
	Iteration 75Q: 3 clusters Score -6487706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
Score: -6487715.000000 Penalty: 12589.974609
	Iteration 76Q: 3 clusters Score -6487715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
Score: -6487713.500000 Penalty: 12589.974609
	Iteration 77Q: 3 clusters Score -6487714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -6487714.500000 Penalty: 12589.974609
	Iteration 78Q: 3 clusters Score -6487714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -6487715.500000 Penalty: 12589.974609
	Iteration 79Q: 3 clusters Score -6487716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -6487725.000000 Penalty: 12589.974609
	Iteration 80F: 3 clusters Score -6487725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 26222 members 
Entering Unmasked Estep 
Score: -6487722.500000 Penalty: 12589.974609
	Iteration 81Q: 3 clusters Score -6487722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -6487723.000000 Penalty: 12589.974609
	Iteration 82Q: 3 clusters Score -6487723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -6487723.000000 Penalty: 12589.974609
	Iteration 83F: 3 clusters Score -6487723 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Entering Unmasked Estep 
Score: -2939504.250000 Penalty: 5815.544922
	Iteration 0F: 2 clusters Score -2939504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -2927235.750000 Penalty: 11631.089844
	Iteration 0F: 3 clusters Score -2927236 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -2930059.750000 Penalty: 11631.089844
	Iteration 1F: 3 clusters Score -2930060 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -2930597.500000 Penalty: 11631.089844
	Iteration 2F: 3 clusters Score -2930598 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -2930903.250000 Penalty: 11631.089844
	Iteration 3Q: 3 clusters Score -2930903 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -2931144.500000 Penalty: 11631.089844
	Iteration 4Q: 3 clusters Score -2931144 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -2931324.500000 Penalty: 11631.089844
	Iteration 5Q: 3 clusters Score -2931324 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -2931494.250000 Penalty: 11631.089844
	Iteration 6Q: 3 clusters Score -2931494 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -2931609.250000 Penalty: 11631.089844
	Iteration 7Q: 3 clusters Score -2931609 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -2931716.500000 Penalty: 11631.089844
	Iteration 8Q: 3 clusters Score -2931716 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -2931808.000000 Penalty: 11631.089844
	Iteration 9Q: 3 clusters Score -2931808 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -2931883.500000 Penalty: 11631.089844
	Iteration 10Q: 3 clusters Score -2931884 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -2931954.750000 Penalty: 11631.089844
	Iteration 11Q: 3 clusters Score -2931955 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -2932029.000000 Penalty: 11631.089844
	Iteration 12Q: 3 clusters Score -2932029 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -2932114.500000 Penalty: 11631.089844
	Iteration 13Q: 3 clusters Score -2932114 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -2932174.250000 Penalty: 11631.089844
	Iteration 14Q: 3 clusters Score -2932174 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -2932248.500000 Penalty: 11631.089844
	Iteration 15Q: 3 clusters Score -2932248 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -2932335.750000 Penalty: 11631.089844
	Iteration 16Q: 3 clusters Score -2932336 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -2932432.500000 Penalty: 11631.089844
	Iteration 17Q: 3 clusters Score -2932432 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -2932522.750000 Penalty: 11631.089844
	Iteration 18Q: 3 clusters Score -2932523 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -2932602.000000 Penalty: 11631.089844
	Iteration 19Q: 3 clusters Score -2932602 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -2932687.750000 Penalty: 11631.089844
	Iteration 20F: 3 clusters Score -2932688 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -2932786.750000 Penalty: 11631.089844
	Iteration 21Q: 3 clusters Score -2932787 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -2932892.750000 Penalty: 11631.089844
	Iteration 22Q: 3 clusters Score -2932893 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -2932998.000000 Penalty: 11631.089844
	Iteration 23Q: 3 clusters Score -2932998 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -2933085.500000 Penalty: 11631.089844
	Iteration 24Q: 3 clusters Score -2933086 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -2933177.500000 Penalty: 11631.089844
	Iteration 25Q: 3 clusters Score -2933178 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -2933264.250000 Penalty: 11631.089844
	Iteration 26Q: 3 clusters Score -2933264 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -2933367.500000 Penalty: 11631.089844
	Iteration 27Q: 3 clusters Score -2933368 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -2933483.250000 Penalty: 11631.089844
	Iteration 28Q: 3 clusters Score -2933483 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -2933598.250000 Penalty: 11631.089844
	Iteration 29Q: 3 clusters Score -2933598 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -2933726.000000 Penalty: 11631.089844
	Iteration 30Q: 3 clusters Score -2933726 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -2933820.750000 Penalty: 11631.089844
	Iteration 31Q: 3 clusters Score -2933821 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -2933948.250000 Penalty: 11631.089844
	Iteration 32Q: 3 clusters Score -2933948 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -2934051.250000 Penalty: 11631.089844
	Iteration 33Q: 3 clusters Score -2934051 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -2934161.750000 Penalty: 11631.089844
	Iteration 34Q: 3 clusters Score -2934162 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -2934267.750000 Penalty: 11631.089844
	Iteration 35Q: 3 clusters Score -2934268 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -2934337.750000 Penalty: 11631.089844
	Iteration 36Q: 3 clusters Score -2934338 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -2934409.500000 Penalty: 11631.089844
	Iteration 37Q: 3 clusters Score -2934410 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -2934478.500000 Penalty: 11631.089844
	Iteration 38Q: 3 clusters Score -2934478 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -2934530.000000 Penalty: 11631.089844
	Iteration 39Q: 3 clusters Score -2934530 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -2934578.250000 Penalty: 11631.089844
	Iteration 40F: 3 clusters Score -2934578 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -2934607.500000 Penalty: 11631.089844
	Iteration 41Q: 3 clusters Score -2934608 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -2934630.500000 Penalty: 11631.089844
	Iteration 42Q: 3 clusters Score -2934630 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -2934651.000000 Penalty: 11631.089844
	Iteration 43Q: 3 clusters Score -2934651 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -2934651.750000 Penalty: 11631.089844
	Iteration 44Q: 3 clusters Score -2934652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -2934662.250000 Penalty: 11631.089844
	Iteration 45Q: 3 clusters Score -2934662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -2934671.250000 Penalty: 11631.089844
	Iteration 46Q: 3 clusters Score -2934671 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -2934675.500000 Penalty: 11631.089844
	Iteration 47Q: 3 clusters Score -2934676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -2934682.000000 Penalty: 11631.089844
	Iteration 48Q: 3 clusters Score -2934682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -2934679.000000 Penalty: 11631.089844
	Iteration 49Q: 3 clusters Score -2934679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -2934682.000000 Penalty: 11631.089844
	Iteration 50Q: 3 clusters Score -2934682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -2934684.000000 Penalty: 11631.089844
	Iteration 51Q: 3 clusters Score -2934684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -2934685.500000 Penalty: 11631.089844
	Iteration 52Q: 3 clusters Score -2934686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -2934691.500000 Penalty: 11631.089844
	Iteration 53Q: 3 clusters Score -2934692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -2934688.750000 Penalty: 11631.089844
	Iteration 54Q: 3 clusters Score -2934689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -2934699.500000 Penalty: 11631.089844
	Iteration 55Q: 3 clusters Score -2934700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -2934701.500000 Penalty: 11631.089844
	Iteration 56Q: 3 clusters Score -2934702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -2934703.250000 Penalty: 11631.089844
	Iteration 57Q: 3 clusters Score -2934703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -2934705.250000 Penalty: 11631.089844
	Iteration 58Q: 3 clusters Score -2934705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -2934709.250000 Penalty: 11631.089844
	Iteration 59Q: 3 clusters Score -2934709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -2934711.750000 Penalty: 11631.089844
	Iteration 60F: 3 clusters Score -2934712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -2934709.500000 Penalty: 11631.089844
	Iteration 61Q: 3 clusters Score -2934710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -2934713.250000 Penalty: 11631.089844
	Iteration 62Q: 3 clusters Score -2934713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -2934714.000000 Penalty: 11631.089844
	Iteration 63Q: 3 clusters Score -2934714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -2934714.000000 Penalty: 11631.089844
	Iteration 64F: 3 clusters Score -2934714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (31106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31106 members 
Entering Unmasked Estep 
Score: -6937176.500000 Penalty: 6336.407715
	Iteration 0F: 2 clusters Score -6937176 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 15732 members 
Entering Unmasked Estep 
Score: -6913586.000000 Penalty: 12672.815430
	Iteration 0F: 3 clusters Score -6913586 nChanged 13185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -6920631.000000 Penalty: 12672.815430
	Iteration 1F: 3 clusters Score -6920631 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -6921487.000000 Penalty: 12672.815430
	Iteration 2F: 3 clusters Score -6921487 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -6922091.500000 Penalty: 12672.815430
	Iteration 3Q: 3 clusters Score -6922092 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -6922566.500000 Penalty: 12672.815430
	Iteration 4Q: 3 clusters Score -6922566 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -6923006.500000 Penalty: 12672.815430
	Iteration 5Q: 3 clusters Score -6923006 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -6923554.500000 Penalty: 12672.815430
	Iteration 6Q: 3 clusters Score -6923554 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -6924124.500000 Penalty: 12672.815430
	Iteration 7Q: 3 clusters Score -6924124 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -6924931.000000 Penalty: 12672.815430
	Iteration 8Q: 3 clusters Score -6924931 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -6925789.500000 Penalty: 12672.815430
	Iteration 9Q: 3 clusters Score -6925790 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -6926751.000000 Penalty: 12672.815430
	Iteration 10Q: 3 clusters Score -6926751 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 24393 members 
Entering Unmasked Estep 
Score: -6927761.000000 Penalty: 12672.815430
	Iteration 11Q: 3 clusters Score -6927761 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 25458 members 
Entering Unmasked Estep 
Score: -6928727.500000 Penalty: 12672.815430
	Iteration 12Q: 3 clusters Score -6928728 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 26353 members 
Entering Unmasked Estep 
Score: -6929465.500000 Penalty: 12672.815430
	Iteration 13Q: 3 clusters Score -6929466 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -6930071.000000 Penalty: 12672.815430
	Iteration 14Q: 3 clusters Score -6930071 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 27576 members 
Entering Unmasked Estep 
Score: -6930464.000000 Penalty: 12672.815430
	Iteration 15Q: 3 clusters Score -6930464 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 27941 members 
Entering Unmasked Estep 
Score: -6930838.000000 Penalty: 12672.815430
	Iteration 16Q: 3 clusters Score -6930838 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 28249 members 
Entering Unmasked Estep 
Score: -6931093.000000 Penalty: 12672.815430
	Iteration 17Q: 3 clusters Score -6931093 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 28476 members 
Entering Unmasked Estep 
Score: -6931269.000000 Penalty: 12672.815430
	Iteration 18Q: 3 clusters Score -6931269 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -6931417.500000 Penalty: 12672.815430
	Iteration 19Q: 3 clusters Score -6931418 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 28780 members 
Entering Unmasked Estep 
Score: -6931496.000000 Penalty: 12672.815430
	Iteration 20F: 3 clusters Score -6931496 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
Score: -6931558.500000 Penalty: 12672.815430
	Iteration 21Q: 3 clusters Score -6931558 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 28958 members 
Entering Unmasked Estep 
Score: -6931600.500000 Penalty: 12672.815430
	Iteration 22Q: 3 clusters Score -6931600 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 29010 members 
Entering Unmasked Estep 
Score: -6931642.000000 Penalty: 12672.815430
	Iteration 23Q: 3 clusters Score -6931642 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 29032 members 
Entering Unmasked Estep 
Score: -6931650.500000 Penalty: 12672.815430
	Iteration 24Q: 3 clusters Score -6931650 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 29058 members 
Entering Unmasked Estep 
Score: -6931677.500000 Penalty: 12672.815430
	Iteration 25Q: 3 clusters Score -6931678 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 29091 members 
Entering Unmasked Estep 
Score: -6931684.500000 Penalty: 12672.815430
	Iteration 26Q: 3 clusters Score -6931684 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 29122 members 
Entering Unmasked Estep 
Score: -6931702.000000 Penalty: 12672.815430
	Iteration 27Q: 3 clusters Score -6931702 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 29142 members 
Entering Unmasked Estep 
Score: -6931734.500000 Penalty: 12672.815430
	Iteration 28Q: 3 clusters Score -6931734 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 29158 members 
Entering Unmasked Estep 
Score: -6931757.500000 Penalty: 12672.815430
	Iteration 29Q: 3 clusters Score -6931758 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 29174 members 
Entering Unmasked Estep 
Score: -6931752.000000 Penalty: 12672.815430
	Iteration 30Q: 3 clusters Score -6931752 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 29189 members 
Entering Unmasked Estep 
Score: -6931772.000000 Penalty: 12672.815430
	Iteration 31Q: 3 clusters Score -6931772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -6931781.500000 Penalty: 12672.815430
	Iteration 32Q: 3 clusters Score -6931782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 29205 members 
Entering Unmasked Estep 
Score: -6931783.500000 Penalty: 12672.815430
	Iteration 33Q: 3 clusters Score -6931784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 29215 members 
Entering Unmasked Estep 
Score: -6931788.500000 Penalty: 12672.815430
	Iteration 34Q: 3 clusters Score -6931788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 29218 members 
Entering Unmasked Estep 
Score: -6931791.500000 Penalty: 12672.815430
	Iteration 35Q: 3 clusters Score -6931792 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 29225 members 
Entering Unmasked Estep 
Score: -6931792.000000 Penalty: 12672.815430
	Iteration 36Q: 3 clusters Score -6931792 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 29232 members 
Entering Unmasked Estep 
Score: -6931808.000000 Penalty: 12672.815430
	Iteration 37Q: 3 clusters Score -6931808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 29240 members 
Entering Unmasked Estep 
Score: -6931824.500000 Penalty: 12672.815430
	Iteration 38Q: 3 clusters Score -6931824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 29246 members 
Entering Unmasked Estep 
Score: -6931820.000000 Penalty: 12672.815430
	Iteration 39Q: 3 clusters Score -6931820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 29251 members 
Entering Unmasked Estep 
Score: -6931827.500000 Penalty: 12672.815430
	Iteration 40F: 3 clusters Score -6931828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 29256 members 
Entering Unmasked Estep 
Score: -6931833.500000 Penalty: 12672.815430
	Iteration 41Q: 3 clusters Score -6931834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 29260 members 
Entering Unmasked Estep 
Score: -6931831.500000 Penalty: 12672.815430
	Iteration 42Q: 3 clusters Score -6931832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -6931845.500000 Penalty: 12672.815430
	Iteration 43Q: 3 clusters Score -6931846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 29270 members 
Entering Unmasked Estep 
Score: -6931835.000000 Penalty: 12672.815430
	Iteration 44Q: 3 clusters Score -6931835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 29271 members 
Entering Unmasked Estep 
Score: -6931836.500000 Penalty: 12672.815430
	Iteration 45Q: 3 clusters Score -6931836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 29278 members 
Entering Unmasked Estep 
Score: -6931837.500000 Penalty: 12672.815430
	Iteration 46Q: 3 clusters Score -6931838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 29282 members 
Entering Unmasked Estep 
Score: -6931837.000000 Penalty: 12672.815430
	Iteration 47Q: 3 clusters Score -6931837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 29286 members 
Entering Unmasked Estep 
Score: -6931848.500000 Penalty: 12672.815430
	Iteration 48Q: 3 clusters Score -6931848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 29286 members 
Entering Unmasked Estep 
Score: -6931848.500000 Penalty: 12672.815430
	Iteration 49F: 3 clusters Score -6931848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (35603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35603 members 
Entering Unmasked Estep 
Score: -8066209.000000 Penalty: 6419.113770
	Iteration 0F: 2 clusters Score -8066209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -8039629.000000 Penalty: 12838.227539
	Iteration 0F: 3 clusters Score -8039629 nChanged 15351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -8047970.000000 Penalty: 12838.227539
	Iteration 1F: 3 clusters Score -8047970 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -8048838.500000 Penalty: 12838.227539
	Iteration 2F: 3 clusters Score -8048838 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -8049592.000000 Penalty: 12838.227539
	Iteration 3Q: 3 clusters Score -8049592 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -8050259.000000 Penalty: 12838.227539
	Iteration 4Q: 3 clusters Score -8050259 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -8051059.000000 Penalty: 12838.227539
	Iteration 5Q: 3 clusters Score -8051059 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -8051854.000000 Penalty: 12838.227539
	Iteration 6Q: 3 clusters Score -8051854 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -8052737.000000 Penalty: 12838.227539
	Iteration 7Q: 3 clusters Score -8052737 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -8053677.500000 Penalty: 12838.227539
	Iteration 8Q: 3 clusters Score -8053678 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -8054649.500000 Penalty: 12838.227539
	Iteration 9Q: 3 clusters Score -8054650 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -8055491.500000 Penalty: 12838.227539
	Iteration 10Q: 3 clusters Score -8055492 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -8056356.000000 Penalty: 12838.227539
	Iteration 11Q: 3 clusters Score -8056356 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -8057159.000000 Penalty: 12838.227539
	Iteration 12Q: 3 clusters Score -8057159 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -8057852.000000 Penalty: 12838.227539
	Iteration 13Q: 3 clusters Score -8057852 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28419 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -8058376.500000 Penalty: 12838.227539
	Iteration 14Q: 3 clusters Score -8058376 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -8058758.500000 Penalty: 12838.227539
	Iteration 15Q: 3 clusters Score -8058758 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29794 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -8059030.000000 Penalty: 12838.227539
	Iteration 16Q: 3 clusters Score -8059030 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30323 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -8059286.000000 Penalty: 12838.227539
	Iteration 17Q: 3 clusters Score -8059286 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30796 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -8059483.500000 Penalty: 12838.227539
	Iteration 18Q: 3 clusters Score -8059484 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31244 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -8059703.000000 Penalty: 12838.227539
	Iteration 19Q: 3 clusters Score -8059703 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31638 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -8059883.500000 Penalty: 12838.227539
	Iteration 20F: 3 clusters Score -8059884 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31956 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -8059981.000000 Penalty: 12838.227539
	Iteration 21Q: 3 clusters Score -8059981 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32213 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -8060111.500000 Penalty: 12838.227539
	Iteration 22Q: 3 clusters Score -8060112 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32446 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -8060244.000000 Penalty: 12838.227539
	Iteration 23Q: 3 clusters Score -8060244 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32658 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -8060364.000000 Penalty: 12838.227539
	Iteration 24Q: 3 clusters Score -8060364 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32807 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -8060429.500000 Penalty: 12838.227539
	Iteration 25Q: 3 clusters Score -8060430 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32936 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -8060491.500000 Penalty: 12838.227539
	Iteration 26Q: 3 clusters Score -8060492 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33058 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -8060536.000000 Penalty: 12838.227539
	Iteration 27Q: 3 clusters Score -8060536 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33156 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -8060579.000000 Penalty: 12838.227539
	Iteration 28Q: 3 clusters Score -8060579 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33251 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -8060629.500000 Penalty: 12838.227539
	Iteration 29Q: 3 clusters Score -8060630 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33336 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -8060687.500000 Penalty: 12838.227539
	Iteration 30Q: 3 clusters Score -8060688 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33391 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -8060700.500000 Penalty: 12838.227539
	Iteration 31Q: 3 clusters Score -8060700 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33444 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -8060724.000000 Penalty: 12838.227539
	Iteration 32Q: 3 clusters Score -8060724 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33489 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -8060722.000000 Penalty: 12838.227539
	Iteration 33Q: 3 clusters Score -8060722 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33539 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -8060767.000000 Penalty: 12838.227539
	Iteration 34Q: 3 clusters Score -8060767 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33585 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -8060772.000000 Penalty: 12838.227539
	Iteration 35Q: 3 clusters Score -8060772 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33622 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -8060786.500000 Penalty: 12838.227539
	Iteration 36Q: 3 clusters Score -8060786 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33659 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -8060791.000000 Penalty: 12838.227539
	Iteration 37Q: 3 clusters Score -8060791 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33693 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -8060805.500000 Penalty: 12838.227539
	Iteration 38Q: 3 clusters Score -8060806 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33721 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -8060826.500000 Penalty: 12838.227539
	Iteration 39Q: 3 clusters Score -8060826 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33744 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -8060831.500000 Penalty: 12838.227539
	Iteration 40F: 3 clusters Score -8060832 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33763 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -8060838.000000 Penalty: 12838.227539
	Iteration 41Q: 3 clusters Score -8060838 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33784 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -8060861.500000 Penalty: 12838.227539
	Iteration 42Q: 3 clusters Score -8060862 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33799 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -8060871.000000 Penalty: 12838.227539
	Iteration 43Q: 3 clusters Score -8060871 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33815 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -8060877.500000 Penalty: 12838.227539
	Iteration 44Q: 3 clusters Score -8060878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33829 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -8060884.500000 Penalty: 12838.227539
	Iteration 45Q: 3 clusters Score -8060884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33835 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -8060899.500000 Penalty: 12838.227539
	Iteration 46Q: 3 clusters Score -8060900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33849 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -8060900.000000 Penalty: 12838.227539
	Iteration 47Q: 3 clusters Score -8060900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33856 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -8060896.000000 Penalty: 12838.227539
	Iteration 48Q: 3 clusters Score -8060896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33864 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -8060901.000000 Penalty: 12838.227539
	Iteration 49Q: 3 clusters Score -8060901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33869 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -8060901.000000 Penalty: 12838.227539
	Iteration 50Q: 3 clusters Score -8060901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33875 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -8060896.500000 Penalty: 12838.227539
	Iteration 51Q: 3 clusters Score -8060896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33879 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -8060894.500000 Penalty: 12838.227539
	Iteration 52Q: 3 clusters Score -8060894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33882 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -8060891.000000 Penalty: 12838.227539
	Iteration 53Q: 3 clusters Score -8060891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33881 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -8060899.500000 Penalty: 12838.227539
	Iteration 54Q: 3 clusters Score -8060900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33883 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -8060902.000000 Penalty: 12838.227539
	Iteration 55Q: 3 clusters Score -8060902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33884 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -8060911.500000 Penalty: 12838.227539
	Iteration 56Q: 3 clusters Score -8060912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33888 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -8060906.000000 Penalty: 12838.227539
	Iteration 57Q: 3 clusters Score -8060906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33891 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -8060910.500000 Penalty: 12838.227539
	Iteration 58Q: 3 clusters Score -8060910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33893 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -8060916.500000 Penalty: 12838.227539
	Iteration 59Q: 3 clusters Score -8060916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33895 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -8060923.000000 Penalty: 12838.227539
	Iteration 60F: 3 clusters Score -8060923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33897 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -8060921.500000 Penalty: 12838.227539
	Iteration 61Q: 3 clusters Score -8060922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33899 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -8060921.000000 Penalty: 12838.227539
	Iteration 62Q: 3 clusters Score -8060921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33901 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -8060925.500000 Penalty: 12838.227539
	Iteration 63Q: 3 clusters Score -8060926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33903 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -8060923.500000 Penalty: 12838.227539
	Iteration 64Q: 3 clusters Score -8060924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33906 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -8060923.000000 Penalty: 12838.227539
	Iteration 65Q: 3 clusters Score -8060923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33909 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -8060926.000000 Penalty: 12838.227539
	Iteration 66Q: 3 clusters Score -8060926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33910 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -8060925.500000 Penalty: 12838.227539
	Iteration 67Q: 3 clusters Score -8060926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33909 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -8060926.000000 Penalty: 12838.227539
	Iteration 68Q: 3 clusters Score -8060926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33909 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -8060926.000000 Penalty: 12838.227539
	Iteration 69F: 3 clusters Score -8060926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (67413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67413 members 
Entering Unmasked Estep 
Score: -15098438.000000 Penalty: 6810.138184
	Iteration 0F: 2 clusters Score -1.509844e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33852 members 
Mstep: Class 2 contains 33561 members 
Entering Unmasked Estep 
Score: -15051583.000000 Penalty: 13620.276367
	Iteration 0F: 3 clusters Score -1.505158e+07 nChanged 30163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34727 members 
Mstep: Class 2 contains 32686 members 
Entering Unmasked Estep 
Score: -15067995.000000 Penalty: 13620.276367
	Iteration 1F: 3 clusters Score -1.5068e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35358 members 
Mstep: Class 2 contains 32055 members 
Entering Unmasked Estep 
Score: -15069087.000000 Penalty: 13620.276367
	Iteration 2Q: 3 clusters Score -1.506909e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36299 members 
Mstep: Class 2 contains 31114 members 
Entering Unmasked Estep 
Score: -15070209.000000 Penalty: 13620.276367
	Iteration 3Q: 3 clusters Score -1.507021e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37704 members 
Mstep: Class 2 contains 29709 members 
Entering Unmasked Estep 
Score: -15071496.000000 Penalty: 13620.276367
	Iteration 4Q: 3 clusters Score -1.50715e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39566 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -15073033.000000 Penalty: 13620.276367
	Iteration 5Q: 3 clusters Score -1.507303e+07 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41984 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
Score: -15074949.000000 Penalty: 13620.276367
	Iteration 6F: 3 clusters Score -1.507495e+07 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45091 members 
Mstep: Class 2 contains 22322 members 
Entering Unmasked Estep 
Score: -15077224.000000 Penalty: 13620.276367
	Iteration 7F: 3 clusters Score -1.507722e+07 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48776 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -15080182.000000 Penalty: 13620.276367
	Iteration 8F: 3 clusters Score -1.508018e+07 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52580 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -15083157.000000 Penalty: 13620.276367
	Iteration 9F: 3 clusters Score -1.508316e+07 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56132 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -15085955.000000 Penalty: 13620.276367
	Iteration 10F: 3 clusters Score -1.508596e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58995 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -15088081.000000 Penalty: 13620.276367
	Iteration 11Q: 3 clusters Score -1.508808e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61174 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -15089595.000000 Penalty: 13620.276367
	Iteration 12Q: 3 clusters Score -1.50896e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62660 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -15090539.000000 Penalty: 13620.276367
	Iteration 13Q: 3 clusters Score -1.509054e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63649 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -15091188.000000 Penalty: 13620.276367
	Iteration 14Q: 3 clusters Score -1.509119e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64320 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -15091598.000000 Penalty: 13620.276367
	Iteration 15Q: 3 clusters Score -1.50916e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64754 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -15091811.000000 Penalty: 13620.276367
	Iteration 16Q: 3 clusters Score -1.509181e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65035 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -15091992.000000 Penalty: 13620.276367
	Iteration 17Q: 3 clusters Score -1.509199e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65248 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -15092162.000000 Penalty: 13620.276367
	Iteration 18Q: 3 clusters Score -1.509216e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65375 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -15092280.000000 Penalty: 13620.276367
	Iteration 19Q: 3 clusters Score -1.509228e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65467 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -15092335.000000 Penalty: 13620.276367
	Iteration 20F: 3 clusters Score -1.509234e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65538 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -15092374.000000 Penalty: 13620.276367
	Iteration 21Q: 3 clusters Score -1.509237e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65587 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -15092404.000000 Penalty: 13620.276367
	Iteration 22Q: 3 clusters Score -1.50924e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65622 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -15092431.000000 Penalty: 13620.276367
	Iteration 23Q: 3 clusters Score -1.509243e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65648 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -15092454.000000 Penalty: 13620.276367
	Iteration 24Q: 3 clusters Score -1.509245e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65676 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -15092474.000000 Penalty: 13620.276367
	Iteration 25Q: 3 clusters Score -1.509247e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65706 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -15092489.000000 Penalty: 13620.276367
	Iteration 26Q: 3 clusters Score -1.509249e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65731 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -15092508.000000 Penalty: 13620.276367
	Iteration 27Q: 3 clusters Score -1.509251e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65751 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -15092528.000000 Penalty: 13620.276367
	Iteration 28Q: 3 clusters Score -1.509253e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65778 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -15092557.000000 Penalty: 13620.276367
	Iteration 29Q: 3 clusters Score -1.509256e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65797 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -15092558.000000 Penalty: 13620.276367
	Iteration 30Q: 3 clusters Score -1.509256e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65816 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -15092571.000000 Penalty: 13620.276367
	Iteration 31Q: 3 clusters Score -1.509257e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65828 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -15092561.000000 Penalty: 13620.276367
	Iteration 32Q: 3 clusters Score -1.509256e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65835 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -15092568.000000 Penalty: 13620.276367
	Iteration 33Q: 3 clusters Score -1.509257e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65840 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -15092576.000000 Penalty: 13620.276367
	Iteration 34Q: 3 clusters Score -1.509258e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65848 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -15092564.000000 Penalty: 13620.276367
	Iteration 35Q: 3 clusters Score -1.509256e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65856 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -15092591.000000 Penalty: 13620.276367
	Iteration 36Q: 3 clusters Score -1.509259e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65859 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -15092597.000000 Penalty: 13620.276367
	Iteration 37Q: 3 clusters Score -1.50926e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65861 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -15092589.000000 Penalty: 13620.276367
	Iteration 38Q: 3 clusters Score -1.509259e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65866 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -15092592.000000 Penalty: 13620.276367
	Iteration 39Q: 3 clusters Score -1.509259e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65869 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -15092592.000000 Penalty: 13620.276367
	Iteration 40F: 3 clusters Score -1.509259e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65875 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -15092605.000000 Penalty: 13620.276367
	Iteration 41Q: 3 clusters Score -1.50926e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65880 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -15092603.000000 Penalty: 13620.276367
	Iteration 42Q: 3 clusters Score -1.50926e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65884 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -15092612.000000 Penalty: 13620.276367
	Iteration 43Q: 3 clusters Score -1.509261e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65886 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -15092620.000000 Penalty: 13620.276367
	Iteration 44Q: 3 clusters Score -1.509262e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65889 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -15092609.000000 Penalty: 13620.276367
	Iteration 45Q: 3 clusters Score -1.509261e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65894 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -15092599.000000 Penalty: 13620.276367
	Iteration 46Q: 3 clusters Score -1.50926e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65898 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -15092598.000000 Penalty: 13620.276367
	Iteration 47Q: 3 clusters Score -1.50926e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65901 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -15092603.000000 Penalty: 13620.276367
	Iteration 48Q: 3 clusters Score -1.50926e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65900 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -15092607.000000 Penalty: 13620.276367
	Iteration 49Q: 3 clusters Score -1.509261e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65901 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -15092605.000000 Penalty: 13620.276367
	Iteration 50Q: 3 clusters Score -1.50926e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65902 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -15092598.000000 Penalty: 13620.276367
	Iteration 51Q: 3 clusters Score -1.50926e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65902 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -15092598.000000 Penalty: 13620.276367
	Iteration 52F: 3 clusters Score -1.50926e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 28750 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10913 members 
Mstep: Class 5 contains 5452 members 
Mstep: Class 6 contains 12581 members 
Mstep: Class 7 contains 17739 members 
Mstep: Class 8 contains 143526 members 
Mstep: Class 9 contains 10468 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68519 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62601 members 
Mstep: Class 15 contains 15771 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20194 members 
Mstep: Class 18 contains 53481 members 
Mstep: Class 19 contains 16821 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44650 members 
Mstep: Class 22 contains 5973 members 
Mstep: Class 23 contains 29072 members 
Mstep: Class 24 contains 13290 members 
Mstep: Class 25 contains 31106 members 
Mstep: Class 26 contains 35603 members 
Mstep: Class 27 contains 67413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157297136.000000 Penalty: 222986.234375
Iteration 279Q: 28 clusters Score -1.572971e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 28750 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10913 members 
Mstep: Class 5 contains 5452 members 
Mstep: Class 6 contains 12584 members 
Mstep: Class 7 contains 17739 members 
Mstep: Class 8 contains 143526 members 
Mstep: Class 9 contains 10468 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68515 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62601 members 
Mstep: Class 15 contains 15771 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20194 members 
Mstep: Class 18 contains 53480 members 
Mstep: Class 19 contains 16821 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44651 members 
Mstep: Class 22 contains 5973 members 
Mstep: Class 23 contains 29072 members 
Mstep: Class 24 contains 13290 members 
Mstep: Class 25 contains 31107 members 
Mstep: Class 26 contains 35603 members 
Mstep: Class 27 contains 67413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157297072.000000 Penalty: 222986.234375
Iteration 280F: 28 clusters Score -1.572971e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 28750 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10913 members 
Mstep: Class 5 contains 5452 members 
Mstep: Class 6 contains 12587 members 
Mstep: Class 7 contains 17740 members 
Mstep: Class 8 contains 143526 members 
Mstep: Class 9 contains 10468 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68511 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62602 members 
Mstep: Class 15 contains 15770 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20192 members 
Mstep: Class 18 contains 53479 members 
Mstep: Class 19 contains 16821 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44654 members 
Mstep: Class 22 contains 5973 members 
Mstep: Class 23 contains 29072 members 
Mstep: Class 24 contains 13290 members 
Mstep: Class 25 contains 31107 members 
Mstep: Class 26 contains 35603 members 
Mstep: Class 27 contains 67413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157297152.000000 Penalty: 222986.234375
Iteration 281Q: 28 clusters Score -1.572972e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 28750 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10914 members 
Mstep: Class 5 contains 5452 members 
Mstep: Class 6 contains 12586 members 
Mstep: Class 7 contains 17740 members 
Mstep: Class 8 contains 143526 members 
Mstep: Class 9 contains 10468 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68508 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62604 members 
Mstep: Class 15 contains 15770 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20192 members 
Mstep: Class 18 contains 53478 members 
Mstep: Class 19 contains 16821 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44657 members 
Mstep: Class 22 contains 5973 members 
Mstep: Class 23 contains 29072 members 
Mstep: Class 24 contains 13290 members 
Mstep: Class 25 contains 31107 members 
Mstep: Class 26 contains 35603 members 
Mstep: Class 27 contains 67412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157297120.000000 Penalty: 222986.234375
Iteration 282Q: 28 clusters Score -1.572971e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 28750 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10914 members 
Mstep: Class 5 contains 5452 members 
Mstep: Class 6 contains 12587 members 
Mstep: Class 7 contains 17740 members 
Mstep: Class 8 contains 143526 members 
Mstep: Class 9 contains 10468 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68503 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62605 members 
Mstep: Class 15 contains 15770 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20193 members 
Mstep: Class 18 contains 53478 members 
Mstep: Class 19 contains 16821 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44659 members 
Mstep: Class 22 contains 5973 members 
Mstep: Class 23 contains 29072 members 
Mstep: Class 24 contains 13290 members 
Mstep: Class 25 contains 31107 members 
Mstep: Class 26 contains 35603 members 
Mstep: Class 27 contains 67412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157297136.000000 Penalty: 222986.234375
Iteration 283Q: 28 clusters Score -1.572971e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 28750 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10914 members 
Mstep: Class 5 contains 5452 members 
Mstep: Class 6 contains 12587 members 
Mstep: Class 7 contains 17738 members 
Mstep: Class 8 contains 143526 members 
Mstep: Class 9 contains 10468 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68500 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62605 members 
Mstep: Class 15 contains 15771 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20194 members 
Mstep: Class 18 contains 53475 members 
Mstep: Class 19 contains 16821 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44662 members 
Mstep: Class 22 contains 5973 members 
Mstep: Class 23 contains 29074 members 
Mstep: Class 24 contains 13290 members 
Mstep: Class 25 contains 31108 members 
Mstep: Class 26 contains 35603 members 
Mstep: Class 27 contains 67412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157297184.000000 Penalty: 222986.234375
Iteration 284Q: 28 clusters Score -1.572972e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 28750 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10914 members 
Mstep: Class 5 contains 5452 members 
Mstep: Class 6 contains 12587 members 
Mstep: Class 7 contains 17736 members 
Mstep: Class 8 contains 143526 members 
Mstep: Class 9 contains 10468 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68499 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62605 members 
Mstep: Class 15 contains 15772 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20195 members 
Mstep: Class 18 contains 53474 members 
Mstep: Class 19 contains 16821 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44664 members 
Mstep: Class 22 contains 5973 members 
Mstep: Class 23 contains 29074 members 
Mstep: Class 24 contains 13290 members 
Mstep: Class 25 contains 31109 members 
Mstep: Class 26 contains 35602 members 
Mstep: Class 27 contains 67412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157297168.000000 Penalty: 222986.234375
Iteration 285Q: 28 clusters Score -1.572972e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 28750 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10914 members 
Mstep: Class 5 contains 5452 members 
Mstep: Class 6 contains 12586 members 
Mstep: Class 7 contains 17735 members 
Mstep: Class 8 contains 143526 members 
Mstep: Class 9 contains 10468 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68498 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62605 members 
Mstep: Class 15 contains 15772 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20194 members 
Mstep: Class 18 contains 53474 members 
Mstep: Class 19 contains 16823 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44666 members 
Mstep: Class 22 contains 5973 members 
Mstep: Class 23 contains 29074 members 
Mstep: Class 24 contains 13290 members 
Mstep: Class 25 contains 31109 members 
Mstep: Class 26 contains 35602 members 
Mstep: Class 27 contains 67412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157297216.000000 Penalty: 222986.234375
Iteration 286Q: 28 clusters Score -1.572972e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 28750 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10914 members 
Mstep: Class 5 contains 5452 members 
Mstep: Class 6 contains 12589 members 
Mstep: Class 7 contains 17733 members 
Mstep: Class 8 contains 143525 members 
Mstep: Class 9 contains 10468 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68496 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62605 members 
Mstep: Class 15 contains 15772 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20194 members 
Mstep: Class 18 contains 53472 members 
Mstep: Class 19 contains 16825 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44668 members 
Mstep: Class 22 contains 5973 members 
Mstep: Class 23 contains 29074 members 
Mstep: Class 24 contains 13290 members 
Mstep: Class 25 contains 31109 members 
Mstep: Class 26 contains 35602 members 
Mstep: Class 27 contains 67412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157297136.000000 Penalty: 222986.234375
Iteration 287Q: 28 clusters Score -1.572971e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 28750 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10914 members 
Mstep: Class 5 contains 5451 members 
Mstep: Class 6 contains 12589 members 
Mstep: Class 7 contains 17732 members 
Mstep: Class 8 contains 143527 members 
Mstep: Class 9 contains 10468 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68495 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62605 members 
Mstep: Class 15 contains 15772 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20192 members 
Mstep: Class 18 contains 53472 members 
Mstep: Class 19 contains 16826 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44668 members 
Mstep: Class 22 contains 5973 members 
Mstep: Class 23 contains 29074 members 
Mstep: Class 24 contains 13290 members 
Mstep: Class 25 contains 31110 members 
Mstep: Class 26 contains 35602 members 
Mstep: Class 27 contains 67413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157297120.000000 Penalty: 222986.234375
Iteration 288Q: 28 clusters Score -1.572971e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 28750 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10914 members 
Mstep: Class 5 contains 5450 members 
Mstep: Class 6 contains 12587 members 
Mstep: Class 7 contains 17733 members 
Mstep: Class 8 contains 143526 members 
Mstep: Class 9 contains 10468 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68496 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62604 members 
Mstep: Class 15 contains 15772 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20190 members 
Mstep: Class 18 contains 53474 members 
Mstep: Class 19 contains 16827 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44672 members 
Mstep: Class 22 contains 5973 members 
Mstep: Class 23 contains 29074 members 
Mstep: Class 24 contains 13290 members 
Mstep: Class 25 contains 31108 members 
Mstep: Class 26 contains 35602 members 
Mstep: Class 27 contains 67413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157297152.000000 Penalty: 222986.234375
Iteration 289Q: 28 clusters Score -1.572972e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 28750 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10914 members 
Mstep: Class 5 contains 5450 members 
Mstep: Class 6 contains 12586 members 
Mstep: Class 7 contains 17734 members 
Mstep: Class 8 contains 143527 members 
Mstep: Class 9 contains 10468 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68496 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62604 members 
Mstep: Class 15 contains 15772 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20188 members 
Mstep: Class 18 contains 53473 members 
Mstep: Class 19 contains 16828 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44673 members 
Mstep: Class 22 contains 5973 members 
Mstep: Class 23 contains 29074 members 
Mstep: Class 24 contains 13290 members 
Mstep: Class 25 contains 31108 members 
Mstep: Class 26 contains 35602 members 
Mstep: Class 27 contains 67413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157297120.000000 Penalty: 222986.234375
Iteration 290Q: 28 clusters Score -1.572971e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 28750 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10913 members 
Mstep: Class 5 contains 5450 members 
Mstep: Class 6 contains 12586 members 
Mstep: Class 7 contains 17737 members 
Mstep: Class 8 contains 143525 members 
Mstep: Class 9 contains 10467 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68495 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62605 members 
Mstep: Class 15 contains 15772 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20187 members 
Mstep: Class 18 contains 53472 members 
Mstep: Class 19 contains 16828 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44677 members 
Mstep: Class 22 contains 5973 members 
Mstep: Class 23 contains 29074 members 
Mstep: Class 24 contains 13290 members 
Mstep: Class 25 contains 31107 members 
Mstep: Class 26 contains 35602 members 
Mstep: Class 27 contains 67414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157297248.000000 Penalty: 222986.234375
Iteration 291Q: 28 clusters Score -1.572972e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 28750 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10912 members 
Mstep: Class 5 contains 5450 members 
Mstep: Class 6 contains 12586 members 
Mstep: Class 7 contains 17737 members 
Mstep: Class 8 contains 143523 members 
Mstep: Class 9 contains 10467 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68495 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62604 members 
Mstep: Class 15 contains 15771 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20186 members 
Mstep: Class 18 contains 53469 members 
Mstep: Class 19 contains 16826 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44684 members 
Mstep: Class 22 contains 5973 members 
Mstep: Class 23 contains 29075 members 
Mstep: Class 24 contains 13290 members 
Mstep: Class 25 contains 31106 members 
Mstep: Class 26 contains 35602 members 
Mstep: Class 27 contains 67417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157297088.000000 Penalty: 222986.234375
Iteration 292Q: 28 clusters Score -1.572971e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 28750 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10911 members 
Mstep: Class 5 contains 5450 members 
Mstep: Class 6 contains 12586 members 
Mstep: Class 7 contains 17737 members 
Mstep: Class 8 contains 143522 members 
Mstep: Class 9 contains 10466 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68493 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62604 members 
Mstep: Class 15 contains 15770 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20187 members 
Mstep: Class 18 contains 53466 members 
Mstep: Class 19 contains 16826 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44691 members 
Mstep: Class 22 contains 5973 members 
Mstep: Class 23 contains 29076 members 
Mstep: Class 24 contains 13290 members 
Mstep: Class 25 contains 31105 members 
Mstep: Class 26 contains 35603 members 
Mstep: Class 27 contains 67417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157297104.000000 Penalty: 222986.234375
Iteration 293Q: 28 clusters Score -1.572971e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 28750 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10910 members 
Mstep: Class 5 contains 5450 members 
Mstep: Class 6 contains 12591 members 
Mstep: Class 7 contains 17736 members 
Mstep: Class 8 contains 143518 members 
Mstep: Class 9 contains 10464 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68493 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62604 members 
Mstep: Class 15 contains 15771 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20187 members 
Mstep: Class 18 contains 53461 members 
Mstep: Class 19 contains 16826 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44697 members 
Mstep: Class 22 contains 5973 members 
Mstep: Class 23 contains 29077 members 
Mstep: Class 24 contains 13291 members 
Mstep: Class 25 contains 31104 members 
Mstep: Class 26 contains 35603 members 
Mstep: Class 27 contains 67417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157297040.000000 Penalty: 222986.234375
Iteration 294Q: 28 clusters Score -1.57297e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 28750 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10909 members 
Mstep: Class 5 contains 5450 members 
Mstep: Class 6 contains 12588 members 
Mstep: Class 7 contains 17734 members 
Mstep: Class 8 contains 143516 members 
Mstep: Class 9 contains 10464 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68492 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62604 members 
Mstep: Class 15 contains 15771 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20187 members 
Mstep: Class 18 contains 53460 members 
Mstep: Class 19 contains 16826 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44706 members 
Mstep: Class 22 contains 5973 members 
Mstep: Class 23 contains 29077 members 
Mstep: Class 24 contains 13291 members 
Mstep: Class 25 contains 31105 members 
Mstep: Class 26 contains 35603 members 
Mstep: Class 27 contains 67417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157297088.000000 Penalty: 222986.234375
Iteration 295Q: 28 clusters Score -1.572971e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 28750 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10906 members 
Mstep: Class 5 contains 5450 members 
Mstep: Class 6 contains 12587 members 
Mstep: Class 7 contains 17734 members 
Mstep: Class 8 contains 143515 members 
Mstep: Class 9 contains 10464 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68491 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62604 members 
Mstep: Class 15 contains 15772 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20188 members 
Mstep: Class 18 contains 53458 members 
Mstep: Class 19 contains 16826 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44714 members 
Mstep: Class 22 contains 5973 members 
Mstep: Class 23 contains 29077 members 
Mstep: Class 24 contains 13290 members 
Mstep: Class 25 contains 31105 members 
Mstep: Class 26 contains 35602 members 
Mstep: Class 27 contains 67417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157297088.000000 Penalty: 222986.234375
Iteration 296Q: 28 clusters Score -1.572971e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 28750 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10906 members 
Mstep: Class 5 contains 5450 members 
Mstep: Class 6 contains 12585 members 
Mstep: Class 7 contains 17734 members 
Mstep: Class 8 contains 143515 members 
Mstep: Class 9 contains 10464 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68489 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62604 members 
Mstep: Class 15 contains 15772 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20188 members 
Mstep: Class 18 contains 53458 members 
Mstep: Class 19 contains 16826 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44718 members 
Mstep: Class 22 contains 5973 members 
Mstep: Class 23 contains 29077 members 
Mstep: Class 24 contains 13290 members 
Mstep: Class 25 contains 31105 members 
Mstep: Class 26 contains 35601 members 
Mstep: Class 27 contains 67417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157297056.000000 Penalty: 222986.234375
Iteration 297Q: 28 clusters Score -1.572971e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 28750 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10906 members 
Mstep: Class 5 contains 5450 members 
Mstep: Class 6 contains 12586 members 
Mstep: Class 7 contains 17734 members 
Mstep: Class 8 contains 143515 members 
Mstep: Class 9 contains 10464 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68484 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62604 members 
Mstep: Class 15 contains 15772 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20188 members 
Mstep: Class 18 contains 53457 members 
Mstep: Class 19 contains 16826 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44722 members 
Mstep: Class 22 contains 5973 members 
Mstep: Class 23 contains 29078 members 
Mstep: Class 24 contains 13290 members 
Mstep: Class 25 contains 31104 members 
Mstep: Class 26 contains 35601 members 
Mstep: Class 27 contains 67417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157297072.000000 Penalty: 222986.234375
Iteration 298Q: 28 clusters Score -1.572971e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 28750 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10906 members 
Mstep: Class 5 contains 5450 members 
Mstep: Class 6 contains 12587 members 
Mstep: Class 7 contains 17733 members 
Mstep: Class 8 contains 143511 members 
Mstep: Class 9 contains 10464 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68483 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62604 members 
Mstep: Class 15 contains 15773 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20189 members 
Mstep: Class 18 contains 53457 members 
Mstep: Class 19 contains 16826 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44727 members 
Mstep: Class 22 contains 5973 members 
Mstep: Class 23 contains 29078 members 
Mstep: Class 24 contains 13289 members 
Mstep: Class 25 contains 31104 members 
Mstep: Class 26 contains 35601 members 
Mstep: Class 27 contains 67417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157297136.000000 Penalty: 222986.234375
Iteration 299Q: 28 clusters Score -1.572971e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 28750 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10906 members 
Mstep: Class 5 contains 5449 members 
Mstep: Class 6 contains 12587 members 
Mstep: Class 7 contains 17733 members 
Mstep: Class 8 contains 143509 members 
Mstep: Class 9 contains 10464 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68481 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62604 members 
Mstep: Class 15 contains 15772 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20189 members 
Mstep: Class 18 contains 53457 members 
Mstep: Class 19 contains 16826 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44731 members 
Mstep: Class 22 contains 5973 members 
Mstep: Class 23 contains 29078 members 
Mstep: Class 24 contains 13289 members 
Mstep: Class 25 contains 31105 members 
Mstep: Class 26 contains 35601 members 
Mstep: Class 27 contains 67417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157297120.000000 Penalty: 222986.234375
Iteration 300F: 28 clusters Score -1.572971e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 28750 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10906 members 
Mstep: Class 5 contains 5449 members 
Mstep: Class 6 contains 12586 members 
Mstep: Class 7 contains 17734 members 
Mstep: Class 8 contains 143505 members 
Mstep: Class 9 contains 10464 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68480 members 
Mstep: Class 12 contains 1731 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62604 members 
Mstep: Class 15 contains 15772 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20189 members 
Mstep: Class 18 contains 53457 members 
Mstep: Class 19 contains 16826 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44735 members 
Mstep: Class 22 contains 5973 members 
Mstep: Class 23 contains 29078 members 
Mstep: Class 24 contains 13289 members 
Mstep: Class 25 contains 31105 members 
Mstep: Class 26 contains 35601 members 
Mstep: Class 27 contains 67417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157297168.000000 Penalty: 222986.234375
Iteration 301Q: 28 clusters Score -1.572972e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 28750 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10906 members 
Mstep: Class 5 contains 5449 members 
Mstep: Class 6 contains 12588 members 
Mstep: Class 7 contains 17733 members 
Mstep: Class 8 contains 143504 members 
Mstep: Class 9 contains 10464 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68480 members 
Mstep: Class 12 contains 1732 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62604 members 
Mstep: Class 15 contains 15772 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20189 members 
Mstep: Class 18 contains 53456 members 
Mstep: Class 19 contains 16826 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44736 members 
Mstep: Class 22 contains 5973 members 
Mstep: Class 23 contains 29078 members 
Mstep: Class 24 contains 13289 members 
Mstep: Class 25 contains 31105 members 
Mstep: Class 26 contains 35601 members 
Mstep: Class 27 contains 67417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157297104.000000 Penalty: 222986.234375
Iteration 302Q: 28 clusters Score -1.572971e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 28750 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10906 members 
Mstep: Class 5 contains 5449 members 
Mstep: Class 6 contains 12587 members 
Mstep: Class 7 contains 17731 members 
Mstep: Class 8 contains 143504 members 
Mstep: Class 9 contains 10464 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68481 members 
Mstep: Class 12 contains 1732 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62604 members 
Mstep: Class 15 contains 15772 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20190 members 
Mstep: Class 18 contains 53454 members 
Mstep: Class 19 contains 16826 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44738 members 
Mstep: Class 22 contains 5973 members 
Mstep: Class 23 contains 29078 members 
Mstep: Class 24 contains 13289 members 
Mstep: Class 25 contains 31106 members 
Mstep: Class 26 contains 35601 members 
Mstep: Class 27 contains 67417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157297136.000000 Penalty: 222986.234375
Iteration 303Q: 28 clusters Score -1.572971e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 28750 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10906 members 
Mstep: Class 5 contains 5449 members 
Mstep: Class 6 contains 12586 members 
Mstep: Class 7 contains 17731 members 
Mstep: Class 8 contains 143504 members 
Mstep: Class 9 contains 10464 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68483 members 
Mstep: Class 12 contains 1732 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62604 members 
Mstep: Class 15 contains 15772 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20190 members 
Mstep: Class 18 contains 53452 members 
Mstep: Class 19 contains 16826 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44740 members 
Mstep: Class 22 contains 5973 members 
Mstep: Class 23 contains 29078 members 
Mstep: Class 24 contains 13289 members 
Mstep: Class 25 contains 31106 members 
Mstep: Class 26 contains 35600 members 
Mstep: Class 27 contains 67417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157297088.000000 Penalty: 222986.234375
Iteration 304Q: 28 clusters Score -1.572971e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 28750 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 10906 members 
Mstep: Class 5 contains 5449 members 
Mstep: Class 6 contains 12586 members 
Mstep: Class 7 contains 17731 members 
Mstep: Class 8 contains 143504 members 
Mstep: Class 9 contains 10464 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68483 members 
Mstep: Class 12 contains 1732 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62604 members 
Mstep: Class 15 contains 15772 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20190 members 
Mstep: Class 18 contains 53452 members 
Mstep: Class 19 contains 16826 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44740 members 
Mstep: Class 22 contains 5973 members 
Mstep: Class 23 contains 29078 members 
Mstep: Class 24 contains 13289 members 
Mstep: Class 25 contains 31106 members 
Mstep: Class 26 contains 35600 members 
Mstep: Class 27 contains 67417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157297088.000000 Penalty: 222986.234375
Iteration 305F: 28 clusters Score -1.572971e+08 nChanged 0
Entering ConstructFrom: 
Score: -157297088.000000 Penalty: 222986.234375
Entering ConstructFrom: 
Trying to split cluster 1 (14139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Entering Unmasked Estep 
Score: -3028750.000000 Penalty: 5853.474121
	Iteration 0F: 2 clusters Score -3028750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -3016018.000000 Penalty: 11706.948242
	Iteration 0F: 3 clusters Score -3016018 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -3019185.250000 Penalty: 11706.948242
	Iteration 1F: 3 clusters Score -3019185 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -3019906.250000 Penalty: 11706.948242
	Iteration 2F: 3 clusters Score -3019906 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -3020537.500000 Penalty: 11706.948242
	Iteration 3F: 3 clusters Score -3020538 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -3021143.500000 Penalty: 11706.948242
	Iteration 4F: 3 clusters Score -3021144 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -3021794.750000 Penalty: 11706.948242
	Iteration 5F: 3 clusters Score -3021795 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -3022515.500000 Penalty: 11706.948242
	Iteration 6F: 3 clusters Score -3022516 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -3023248.500000 Penalty: 11706.948242
	Iteration 7F: 3 clusters Score -3023248 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -3023845.500000 Penalty: 11706.948242
	Iteration 8F: 3 clusters Score -3023846 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -3024270.000000 Penalty: 11706.948242
	Iteration 9Q: 3 clusters Score -3024270 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -3024568.000000 Penalty: 11706.948242
	Iteration 10Q: 3 clusters Score -3024568 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -3024741.750000 Penalty: 11706.948242
	Iteration 11Q: 3 clusters Score -3024742 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -3024862.750000 Penalty: 11706.948242
	Iteration 12Q: 3 clusters Score -3024863 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -3024952.000000 Penalty: 11706.948242
	Iteration 13Q: 3 clusters Score -3024952 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -3025037.250000 Penalty: 11706.948242
	Iteration 14Q: 3 clusters Score -3025037 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -3025103.500000 Penalty: 11706.948242
	Iteration 15Q: 3 clusters Score -3025104 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -3025180.000000 Penalty: 11706.948242
	Iteration 16Q: 3 clusters Score -3025180 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -3025236.750000 Penalty: 11706.948242
	Iteration 17Q: 3 clusters Score -3025237 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -3025275.750000 Penalty: 11706.948242
	Iteration 18Q: 3 clusters Score -3025276 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -3025317.250000 Penalty: 11706.948242
	Iteration 19Q: 3 clusters Score -3025317 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -3025351.750000 Penalty: 11706.948242
	Iteration 20F: 3 clusters Score -3025352 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -3025364.250000 Penalty: 11706.948242
	Iteration 21Q: 3 clusters Score -3025364 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -3025394.000000 Penalty: 11706.948242
	Iteration 22Q: 3 clusters Score -3025394 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -3025406.000000 Penalty: 11706.948242
	Iteration 23Q: 3 clusters Score -3025406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -3025404.250000 Penalty: 11706.948242
	Iteration 24Q: 3 clusters Score -3025404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -3025409.750000 Penalty: 11706.948242
	Iteration 25Q: 3 clusters Score -3025410 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -3025422.250000 Penalty: 11706.948242
	Iteration 26Q: 3 clusters Score -3025422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -3025426.750000 Penalty: 11706.948242
	Iteration 27Q: 3 clusters Score -3025427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -3025423.250000 Penalty: 11706.948242
	Iteration 28Q: 3 clusters Score -3025423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -3025420.500000 Penalty: 11706.948242
	Iteration 29Q: 3 clusters Score -3025420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -3025422.000000 Penalty: 11706.948242
	Iteration 30Q: 3 clusters Score -3025422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -3025430.750000 Penalty: 11706.948242
	Iteration 31Q: 3 clusters Score -3025431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -3025429.500000 Penalty: 11706.948242
	Iteration 32Q: 3 clusters Score -3025430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -3025431.750000 Penalty: 11706.948242
	Iteration 33Q: 3 clusters Score -3025432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -3025434.000000 Penalty: 11706.948242
	Iteration 34Q: 3 clusters Score -3025434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -3025434.500000 Penalty: 11706.948242
	Iteration 35Q: 3 clusters Score -3025434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -3025435.750000 Penalty: 11706.948242
	Iteration 36Q: 3 clusters Score -3025436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -3025435.500000 Penalty: 11706.948242
	Iteration 37Q: 3 clusters Score -3025436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -3025440.250000 Penalty: 11706.948242
	Iteration 38Q: 3 clusters Score -3025440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -3025445.250000 Penalty: 11706.948242
	Iteration 39Q: 3 clusters Score -3025445 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -3025449.750000 Penalty: 11706.948242
	Iteration 40F: 3 clusters Score -3025450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -3025454.250000 Penalty: 11706.948242
	Iteration 41Q: 3 clusters Score -3025454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -3025460.250000 Penalty: 11706.948242
	Iteration 42Q: 3 clusters Score -3025460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -3025464.750000 Penalty: 11706.948242
	Iteration 43Q: 3 clusters Score -3025465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -3025466.500000 Penalty: 11706.948242
	Iteration 44Q: 3 clusters Score -3025466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -3025464.750000 Penalty: 11706.948242
	Iteration 45Q: 3 clusters Score -3025465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -3025464.000000 Penalty: 11706.948242
	Iteration 46Q: 3 clusters Score -3025464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -3025469.000000 Penalty: 11706.948242
	Iteration 47Q: 3 clusters Score -3025469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -3025466.500000 Penalty: 11706.948242
	Iteration 48Q: 3 clusters Score -3025466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -3025465.750000 Penalty: 11706.948242
	Iteration 49Q: 3 clusters Score -3025466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -3025479.000000 Penalty: 11706.948242
	Iteration 50Q: 3 clusters Score -3025479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -3025474.000000 Penalty: 11706.948242
	Iteration 51Q: 3 clusters Score -3025474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -3025473.750000 Penalty: 11706.948242
	Iteration 52Q: 3 clusters Score -3025474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -3025468.750000 Penalty: 11706.948242
	Iteration 53Q: 3 clusters Score -3025469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -3025473.750000 Penalty: 11706.948242
	Iteration 54Q: 3 clusters Score -3025474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -3025473.000000 Penalty: 11706.948242
	Iteration 55Q: 3 clusters Score -3025473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -3025471.250000 Penalty: 11706.948242
	Iteration 56Q: 3 clusters Score -3025471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -3025474.250000 Penalty: 11706.948242
	Iteration 57Q: 3 clusters Score -3025474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -3025474.250000 Penalty: 11706.948242
	Iteration 58F: 3 clusters Score -3025474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28750 members 
Entering Unmasked Estep 
Score: -6310732.000000 Penalty: 6288.165527
	Iteration 0F: 2 clusters Score -6310732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -6288682.000000 Penalty: 12576.331055
	Iteration 0F: 3 clusters Score -6288682 nChanged 12060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -6295031.000000 Penalty: 12576.331055
	Iteration 1F: 3 clusters Score -6295031 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -6295735.000000 Penalty: 12576.331055
	Iteration 2F: 3 clusters Score -6295735 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -6296244.000000 Penalty: 12576.331055
	Iteration 3Q: 3 clusters Score -6296244 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -6296600.500000 Penalty: 12576.331055
	Iteration 4Q: 3 clusters Score -6296600 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -6296863.000000 Penalty: 12576.331055
	Iteration 5Q: 3 clusters Score -6296863 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -6297135.000000 Penalty: 12576.331055
	Iteration 6Q: 3 clusters Score -6297135 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -6297368.500000 Penalty: 12576.331055
	Iteration 7Q: 3 clusters Score -6297368 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -6297642.000000 Penalty: 12576.331055
	Iteration 8Q: 3 clusters Score -6297642 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -6297979.500000 Penalty: 12576.331055
	Iteration 9Q: 3 clusters Score -6297980 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -6298371.500000 Penalty: 12576.331055
	Iteration 10Q: 3 clusters Score -6298372 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -6298805.500000 Penalty: 12576.331055
	Iteration 11Q: 3 clusters Score -6298806 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -6299299.500000 Penalty: 12576.331055
	Iteration 12Q: 3 clusters Score -6299300 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -6299792.000000 Penalty: 12576.331055
	Iteration 13Q: 3 clusters Score -6299792 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -6300226.500000 Penalty: 12576.331055
	Iteration 14Q: 3 clusters Score -6300226 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -6300675.500000 Penalty: 12576.331055
	Iteration 15Q: 3 clusters Score -6300676 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -6301075.500000 Penalty: 12576.331055
	Iteration 16Q: 3 clusters Score -6301076 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -6301432.500000 Penalty: 12576.331055
	Iteration 17Q: 3 clusters Score -6301432 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -6301737.500000 Penalty: 12576.331055
	Iteration 18Q: 3 clusters Score -6301738 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -6302060.000000 Penalty: 12576.331055
	Iteration 19Q: 3 clusters Score -6302060 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -6302369.000000 Penalty: 12576.331055
	Iteration 20F: 3 clusters Score -6302369 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -6302666.500000 Penalty: 12576.331055
	Iteration 21Q: 3 clusters Score -6302666 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -6302969.000000 Penalty: 12576.331055
	Iteration 22Q: 3 clusters Score -6302969 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -6303244.000000 Penalty: 12576.331055
	Iteration 23Q: 3 clusters Score -6303244 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -6303478.000000 Penalty: 12576.331055
	Iteration 24Q: 3 clusters Score -6303478 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -6303676.000000 Penalty: 12576.331055
	Iteration 25Q: 3 clusters Score -6303676 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -6303874.000000 Penalty: 12576.331055
	Iteration 26Q: 3 clusters Score -6303874 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -6304124.000000 Penalty: 12576.331055
	Iteration 27Q: 3 clusters Score -6304124 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -6304341.500000 Penalty: 12576.331055
	Iteration 28Q: 3 clusters Score -6304342 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -6304488.000000 Penalty: 12576.331055
	Iteration 29Q: 3 clusters Score -6304488 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -6304656.000000 Penalty: 12576.331055
	Iteration 30Q: 3 clusters Score -6304656 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -6304781.500000 Penalty: 12576.331055
	Iteration 31Q: 3 clusters Score -6304782 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -6304893.000000 Penalty: 12576.331055
	Iteration 32Q: 3 clusters Score -6304893 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -6304979.500000 Penalty: 12576.331055
	Iteration 33Q: 3 clusters Score -6304980 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24630 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -6305075.500000 Penalty: 12576.331055
	Iteration 34Q: 3 clusters Score -6305076 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -6305116.500000 Penalty: 12576.331055
	Iteration 35Q: 3 clusters Score -6305116 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -6305183.500000 Penalty: 12576.331055
	Iteration 36Q: 3 clusters Score -6305184 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -6305206.500000 Penalty: 12576.331055
	Iteration 37Q: 3 clusters Score -6305206 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25142 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -6305255.000000 Penalty: 12576.331055
	Iteration 38Q: 3 clusters Score -6305255 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25242 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -6305317.500000 Penalty: 12576.331055
	Iteration 39Q: 3 clusters Score -6305318 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -6305339.000000 Penalty: 12576.331055
	Iteration 40F: 3 clusters Score -6305339 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -6305387.500000 Penalty: 12576.331055
	Iteration 41Q: 3 clusters Score -6305388 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25440 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -6305416.500000 Penalty: 12576.331055
	Iteration 42Q: 3 clusters Score -6305416 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -6305423.500000 Penalty: 12576.331055
	Iteration 43Q: 3 clusters Score -6305424 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -6305453.000000 Penalty: 12576.331055
	Iteration 44Q: 3 clusters Score -6305453 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -6305457.500000 Penalty: 12576.331055
	Iteration 45Q: 3 clusters Score -6305458 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25611 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -6305473.500000 Penalty: 12576.331055
	Iteration 46Q: 3 clusters Score -6305474 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -6305484.000000 Penalty: 12576.331055
	Iteration 47Q: 3 clusters Score -6305484 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -6305490.500000 Penalty: 12576.331055
	Iteration 48Q: 3 clusters Score -6305490 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -6305497.000000 Penalty: 12576.331055
	Iteration 49Q: 3 clusters Score -6305497 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -6305503.000000 Penalty: 12576.331055
	Iteration 50Q: 3 clusters Score -6305503 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -6305518.500000 Penalty: 12576.331055
	Iteration 51Q: 3 clusters Score -6305518 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -6305528.500000 Penalty: 12576.331055
	Iteration 52Q: 3 clusters Score -6305528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25769 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -6305540.000000 Penalty: 12576.331055
	Iteration 53Q: 3 clusters Score -6305540 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -6305554.500000 Penalty: 12576.331055
	Iteration 54Q: 3 clusters Score -6305554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25801 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -6305547.000000 Penalty: 12576.331055
	Iteration 55Q: 3 clusters Score -6305547 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -6305553.500000 Penalty: 12576.331055
	Iteration 56Q: 3 clusters Score -6305554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25826 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -6305555.000000 Penalty: 12576.331055
	Iteration 57Q: 3 clusters Score -6305555 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -6305571.500000 Penalty: 12576.331055
	Iteration 58Q: 3 clusters Score -6305572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -6305569.500000 Penalty: 12576.331055
	Iteration 59Q: 3 clusters Score -6305570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -6305563.500000 Penalty: 12576.331055
	Iteration 60F: 3 clusters Score -6305564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -6305571.000000 Penalty: 12576.331055
	Iteration 61Q: 3 clusters Score -6305571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -6305573.500000 Penalty: 12576.331055
	Iteration 62Q: 3 clusters Score -6305574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25881 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -6305570.500000 Penalty: 12576.331055
	Iteration 63Q: 3 clusters Score -6305570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25889 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -6305575.000000 Penalty: 12576.331055
	Iteration 64Q: 3 clusters Score -6305575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -6305574.500000 Penalty: 12576.331055
	Iteration 65Q: 3 clusters Score -6305574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -6305582.500000 Penalty: 12576.331055
	Iteration 66Q: 3 clusters Score -6305582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25905 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -6305575.500000 Penalty: 12576.331055
	Iteration 67Q: 3 clusters Score -6305576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -6305571.500000 Penalty: 12576.331055
	Iteration 68Q: 3 clusters Score -6305572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -6305578.000000 Penalty: 12576.331055
	Iteration 69Q: 3 clusters Score -6305578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25922 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -6305583.500000 Penalty: 12576.331055
	Iteration 70Q: 3 clusters Score -6305584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -6305588.500000 Penalty: 12576.331055
	Iteration 71Q: 3 clusters Score -6305588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -6305573.500000 Penalty: 12576.331055
	Iteration 72Q: 3 clusters Score -6305574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25936 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -6305569.000000 Penalty: 12576.331055
	Iteration 73Q: 3 clusters Score -6305569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -6305569.000000 Penalty: 12576.331055
	Iteration 74Q: 3 clusters Score -6305569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -6305573.500000 Penalty: 12576.331055
	Iteration 75Q: 3 clusters Score -6305574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -6305581.000000 Penalty: 12576.331055
	Iteration 76Q: 3 clusters Score -6305581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25947 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -6305585.500000 Penalty: 12576.331055
	Iteration 77Q: 3 clusters Score -6305586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -6305591.500000 Penalty: 12576.331055
	Iteration 78Q: 3 clusters Score -6305592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -6305593.000000 Penalty: 12576.331055
	Iteration 79Q: 3 clusters Score -6305593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -6305595.000000 Penalty: 12576.331055
	Iteration 80F: 3 clusters Score -6305595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Entering Unmasked Estep 
Score: -653577.187500 Penalty: 4904.104004
	Iteration 0F: 2 clusters Score -653577.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -648015.437500 Penalty: 9808.208008
	Iteration 0F: 3 clusters Score -648015.4 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -649112.687500 Penalty: 9808.208008
	Iteration 1F: 3 clusters Score -649112.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -649686.000000 Penalty: 9808.208008
	Iteration 2F: 3 clusters Score -649686 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -650163.875000 Penalty: 9808.208008
	Iteration 3F: 3 clusters Score -650163.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -650768.125000 Penalty: 9808.208008
	Iteration 4F: 3 clusters Score -650768.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -651467.937500 Penalty: 9808.208008
	Iteration 5F: 3 clusters Score -651467.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -652041.312500 Penalty: 9808.208008
	Iteration 6F: 3 clusters Score -652041.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -652468.000000 Penalty: 9808.208008
	Iteration 7Q: 3 clusters Score -652468 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -652773.125000 Penalty: 9808.208008
	Iteration 8Q: 3 clusters Score -652773.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -652981.437500 Penalty: 9808.208008
	Iteration 9Q: 3 clusters Score -652981.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -653201.062500 Penalty: 9808.208008
	Iteration 10Q: 3 clusters Score -653201.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -653473.625000 Penalty: 9808.208008
	Iteration 11Q: 3 clusters Score -653473.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -653969.312500 Penalty: 9808.208008
	Iteration 12Q: 3 clusters Score -653969.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -655261.312500 Penalty: 9808.208008
	Iteration 13Q: 3 clusters Score -655261.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -655719.812500 Penalty: 9808.208008
	Iteration 14Q: 3 clusters Score -655719.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -655733.750000 Penalty: 9808.208008
	Iteration 15Q: 3 clusters Score -655733.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -655737.250000 Penalty: 9808.208008
	Iteration 16Q: 3 clusters Score -655737.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -655739.875000 Penalty: 9808.208008
	Iteration 17Q: 3 clusters Score -655739.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -655742.000000 Penalty: 9808.208008
	Iteration 18Q: 3 clusters Score -655742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -655742.000000 Penalty: 9808.208008
	Iteration 19F: 3 clusters Score -655742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 28750 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 10906 members 
Mstep: Class 5 contains 5449 members 
Mstep: Class 6 contains 12586 members 
Mstep: Class 7 contains 17731 members 
Mstep: Class 8 contains 143504 members 
Mstep: Class 9 contains 10464 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 68483 members 
Mstep: Class 12 contains 1732 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 62604 members 
Mstep: Class 15 contains 15772 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 20190 members 
Mstep: Class 18 contains 53452 members 
Mstep: Class 19 contains 16826 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 44740 members 
Mstep: Class 22 contains 5973 members 
Mstep: Class 23 contains 29078 members 
Mstep: Class 24 contains 13289 members 
Mstep: Class 25 contains 31106 members 
Mstep: Class 26 contains 35600 members 
Mstep: Class 27 contains 67417 members 
Mstep: Class 28 contains 1207 members 
Entering Unmasked Estep 
Score: -157295680.000000 Penalty: 231244.984375
Splitting cluster 3 changes total score from -157297088.000000 to -157295680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (10906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Entering Unmasked Estep 
Score: -2441915.000000 Penalty: 5694.454590
	Iteration 0F: 2 clusters Score -2441915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -2431099.500000 Penalty: 11388.909180
	Iteration 0F: 3 clusters Score -2431100 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -2433365.750000 Penalty: 11388.909180
	Iteration 1F: 3 clusters Score -2433366 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -2433836.750000 Penalty: 11388.909180
	Iteration 2F: 3 clusters Score -2433837 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -2434110.500000 Penalty: 11388.909180
	Iteration 3Q: 3 clusters Score -2434110 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -2434310.750000 Penalty: 11388.909180
	Iteration 4Q: 3 clusters Score -2434311 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -2434427.750000 Penalty: 11388.909180
	Iteration 5Q: 3 clusters Score -2434428 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -2434556.000000 Penalty: 11388.909180
	Iteration 6Q: 3 clusters Score -2434556 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -2434679.000000 Penalty: 11388.909180
	Iteration 7Q: 3 clusters Score -2434679 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -2434796.250000 Penalty: 11388.909180
	Iteration 8Q: 3 clusters Score -2434796 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -2434918.750000 Penalty: 11388.909180
	Iteration 9Q: 3 clusters Score -2434919 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -2435037.750000 Penalty: 11388.909180
	Iteration 10Q: 3 clusters Score -2435038 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -2435160.750000 Penalty: 11388.909180
	Iteration 11Q: 3 clusters Score -2435161 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -2435281.500000 Penalty: 11388.909180
	Iteration 12Q: 3 clusters Score -2435282 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -2435390.500000 Penalty: 11388.909180
	Iteration 13Q: 3 clusters Score -2435390 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -2435519.250000 Penalty: 11388.909180
	Iteration 14Q: 3 clusters Score -2435519 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -2435634.000000 Penalty: 11388.909180
	Iteration 15Q: 3 clusters Score -2435634 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -2435746.000000 Penalty: 11388.909180
	Iteration 16Q: 3 clusters Score -2435746 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -2435869.500000 Penalty: 11388.909180
	Iteration 17Q: 3 clusters Score -2435870 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -2435996.750000 Penalty: 11388.909180
	Iteration 18Q: 3 clusters Score -2435997 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -2436121.000000 Penalty: 11388.909180
	Iteration 19Q: 3 clusters Score -2436121 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -2436245.250000 Penalty: 11388.909180
	Iteration 20F: 3 clusters Score -2436245 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -2436369.250000 Penalty: 11388.909180
	Iteration 21Q: 3 clusters Score -2436369 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2436490.000000 Penalty: 11388.909180
	Iteration 22Q: 3 clusters Score -2436490 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -2436578.250000 Penalty: 11388.909180
	Iteration 23Q: 3 clusters Score -2436578 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2436663.000000 Penalty: 11388.909180
	Iteration 24Q: 3 clusters Score -2436663 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2436744.500000 Penalty: 11388.909180
	Iteration 25Q: 3 clusters Score -2436744 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2436809.250000 Penalty: 11388.909180
	Iteration 26Q: 3 clusters Score -2436809 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2436868.500000 Penalty: 11388.909180
	Iteration 27Q: 3 clusters Score -2436868 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2436945.750000 Penalty: 11388.909180
	Iteration 28Q: 3 clusters Score -2436946 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2437001.500000 Penalty: 11388.909180
	Iteration 29Q: 3 clusters Score -2437002 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2437036.750000 Penalty: 11388.909180
	Iteration 30Q: 3 clusters Score -2437037 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2437069.500000 Penalty: 11388.909180
	Iteration 31Q: 3 clusters Score -2437070 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2437097.500000 Penalty: 11388.909180
	Iteration 32Q: 3 clusters Score -2437098 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2437111.750000 Penalty: 11388.909180
	Iteration 33Q: 3 clusters Score -2437112 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2437135.000000 Penalty: 11388.909180
	Iteration 34Q: 3 clusters Score -2437135 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2437154.750000 Penalty: 11388.909180
	Iteration 35Q: 3 clusters Score -2437155 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2437157.000000 Penalty: 11388.909180
	Iteration 36Q: 3 clusters Score -2437157 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2437165.500000 Penalty: 11388.909180
	Iteration 37Q: 3 clusters Score -2437166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2437179.750000 Penalty: 11388.909180
	Iteration 38Q: 3 clusters Score -2437180 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2437194.500000 Penalty: 11388.909180
	Iteration 39Q: 3 clusters Score -2437194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2437204.000000 Penalty: 11388.909180
	Iteration 40F: 3 clusters Score -2437204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2437215.250000 Penalty: 11388.909180
	Iteration 41Q: 3 clusters Score -2437215 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2437223.250000 Penalty: 11388.909180
	Iteration 42Q: 3 clusters Score -2437223 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2437237.500000 Penalty: 11388.909180
	Iteration 43Q: 3 clusters Score -2437238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2437247.000000 Penalty: 11388.909180
	Iteration 44Q: 3 clusters Score -2437247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2437248.250000 Penalty: 11388.909180
	Iteration 45Q: 3 clusters Score -2437248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2437250.750000 Penalty: 11388.909180
	Iteration 46Q: 3 clusters Score -2437251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2437257.000000 Penalty: 11388.909180
	Iteration 47Q: 3 clusters Score -2437257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2437254.500000 Penalty: 11388.909180
	Iteration 48Q: 3 clusters Score -2437254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2437257.250000 Penalty: 11388.909180
	Iteration 49Q: 3 clusters Score -2437257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2437258.750000 Penalty: 11388.909180
	Iteration 50Q: 3 clusters Score -2437259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2437260.000000 Penalty: 11388.909180
	Iteration 51Q: 3 clusters Score -2437260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2437262.500000 Penalty: 11388.909180
	Iteration 52Q: 3 clusters Score -2437262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2437262.250000 Penalty: 11388.909180
	Iteration 53Q: 3 clusters Score -2437262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2437261.750000 Penalty: 11388.909180
	Iteration 54Q: 3 clusters Score -2437262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2437267.250000 Penalty: 11388.909180
	Iteration 55Q: 3 clusters Score -2437267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2437265.500000 Penalty: 11388.909180
	Iteration 56Q: 3 clusters Score -2437266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2437265.500000 Penalty: 11388.909180
	Iteration 57Q: 3 clusters Score -2437266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2437265.500000 Penalty: 11388.909180
	Iteration 58F: 3 clusters Score -2437266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Entering Unmasked Estep 
Score: -1212013.125000 Penalty: 5269.452148
	Iteration 0F: 2 clusters Score -1212013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1204689.750000 Penalty: 10538.904297
	Iteration 0F: 3 clusters Score -1204690 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1205951.375000 Penalty: 10538.904297
	Iteration 1F: 3 clusters Score -1205951 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1206333.375000 Penalty: 10538.904297
	Iteration 2F: 3 clusters Score -1206333 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1206613.875000 Penalty: 10538.904297
	Iteration 3F: 3 clusters Score -1206614 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1206829.625000 Penalty: 10538.904297
	Iteration 4Q: 3 clusters Score -1206830 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1207013.750000 Penalty: 10538.904297
	Iteration 5Q: 3 clusters Score -1207014 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1207178.250000 Penalty: 10538.904297
	Iteration 6Q: 3 clusters Score -1207178 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1207349.250000 Penalty: 10538.904297
	Iteration 7Q: 3 clusters Score -1207349 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1207521.875000 Penalty: 10538.904297
	Iteration 8Q: 3 clusters Score -1207522 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1207724.125000 Penalty: 10538.904297
	Iteration 9Q: 3 clusters Score -1207724 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1207891.500000 Penalty: 10538.904297
	Iteration 10Q: 3 clusters Score -1207892 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1208022.000000 Penalty: 10538.904297
	Iteration 11Q: 3 clusters Score -1208022 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1208122.000000 Penalty: 10538.904297
	Iteration 12Q: 3 clusters Score -1208122 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1208195.875000 Penalty: 10538.904297
	Iteration 13Q: 3 clusters Score -1208196 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1208261.375000 Penalty: 10538.904297
	Iteration 14Q: 3 clusters Score -1208261 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1208324.125000 Penalty: 10538.904297
	Iteration 15Q: 3 clusters Score -1208324 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1208369.500000 Penalty: 10538.904297
	Iteration 16Q: 3 clusters Score -1208370 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1208415.500000 Penalty: 10538.904297
	Iteration 17Q: 3 clusters Score -1208416 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1208460.250000 Penalty: 10538.904297
	Iteration 18Q: 3 clusters Score -1208460 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1208501.875000 Penalty: 10538.904297
	Iteration 19Q: 3 clusters Score -1208502 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1208539.750000 Penalty: 10538.904297
	Iteration 20F: 3 clusters Score -1208540 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1208583.125000 Penalty: 10538.904297
	Iteration 21Q: 3 clusters Score -1208583 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1208618.625000 Penalty: 10538.904297
	Iteration 22Q: 3 clusters Score -1208619 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1208656.125000 Penalty: 10538.904297
	Iteration 23Q: 3 clusters Score -1208656 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1208697.750000 Penalty: 10538.904297
	Iteration 24Q: 3 clusters Score -1208698 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1208736.625000 Penalty: 10538.904297
	Iteration 25Q: 3 clusters Score -1208737 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1208770.500000 Penalty: 10538.904297
	Iteration 26Q: 3 clusters Score -1208770 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1208800.750000 Penalty: 10538.904297
	Iteration 27Q: 3 clusters Score -1208801 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1208820.500000 Penalty: 10538.904297
	Iteration 28Q: 3 clusters Score -1208820 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1208832.375000 Penalty: 10538.904297
	Iteration 29Q: 3 clusters Score -1208832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1208843.125000 Penalty: 10538.904297
	Iteration 30Q: 3 clusters Score -1208843 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1208857.500000 Penalty: 10538.904297
	Iteration 31Q: 3 clusters Score -1208858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1208863.500000 Penalty: 10538.904297
	Iteration 32Q: 3 clusters Score -1208864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1208871.375000 Penalty: 10538.904297
	Iteration 33Q: 3 clusters Score -1208871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1208878.000000 Penalty: 10538.904297
	Iteration 34Q: 3 clusters Score -1208878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1208884.000000 Penalty: 10538.904297
	Iteration 35Q: 3 clusters Score -1208884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1208886.500000 Penalty: 10538.904297
	Iteration 36Q: 3 clusters Score -1208886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1208893.250000 Penalty: 10538.904297
	Iteration 37Q: 3 clusters Score -1208893 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1208902.875000 Penalty: 10538.904297
	Iteration 38Q: 3 clusters Score -1208903 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1208915.625000 Penalty: 10538.904297
	Iteration 39Q: 3 clusters Score -1208916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1208919.875000 Penalty: 10538.904297
	Iteration 40F: 3 clusters Score -1208920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1208922.125000 Penalty: 10538.904297
	Iteration 41Q: 3 clusters Score -1208922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1208926.625000 Penalty: 10538.904297
	Iteration 42Q: 3 clusters Score -1208927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1208931.375000 Penalty: 10538.904297
	Iteration 43Q: 3 clusters Score -1208931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1208932.000000 Penalty: 10538.904297
	Iteration 44Q: 3 clusters Score -1208932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1208934.375000 Penalty: 10538.904297
	Iteration 45Q: 3 clusters Score -1208934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1208936.125000 Penalty: 10538.904297
	Iteration 46Q: 3 clusters Score -1208936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1208936.125000 Penalty: 10538.904297
	Iteration 47F: 3 clusters Score -1208936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Entering Unmasked Estep 
Score: -2805968.750000 Penalty: 5782.208496
	Iteration 0F: 2 clusters Score -2805969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -2794070.000000 Penalty: 11564.416992
	Iteration 0F: 3 clusters Score -2794070 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -2796734.500000 Penalty: 11564.416992
	Iteration 1F: 3 clusters Score -2796734 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -2797200.250000 Penalty: 11564.416992
	Iteration 2F: 3 clusters Score -2797200 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -2797487.500000 Penalty: 11564.416992
	Iteration 3Q: 3 clusters Score -2797488 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -2797662.000000 Penalty: 11564.416992
	Iteration 4Q: 3 clusters Score -2797662 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -2797823.250000 Penalty: 11564.416992
	Iteration 5Q: 3 clusters Score -2797823 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -2797987.000000 Penalty: 11564.416992
	Iteration 6Q: 3 clusters Score -2797987 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -2798197.750000 Penalty: 11564.416992
	Iteration 7Q: 3 clusters Score -2798198 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -2798574.500000 Penalty: 11564.416992
	Iteration 8Q: 3 clusters Score -2798574 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -2799191.000000 Penalty: 11564.416992
	Iteration 9Q: 3 clusters Score -2799191 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -2799843.750000 Penalty: 11564.416992
	Iteration 10Q: 3 clusters Score -2799844 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -2800423.750000 Penalty: 11564.416992
	Iteration 11F: 3 clusters Score -2800424 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -2800957.000000 Penalty: 11564.416992
	Iteration 12F: 3 clusters Score -2800957 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -2801415.000000 Penalty: 11564.416992
	Iteration 13Q: 3 clusters Score -2801415 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -2801854.000000 Penalty: 11564.416992
	Iteration 14Q: 3 clusters Score -2801854 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -2802293.750000 Penalty: 11564.416992
	Iteration 15Q: 3 clusters Score -2802294 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -2802696.000000 Penalty: 11564.416992
	Iteration 16Q: 3 clusters Score -2802696 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -2803024.750000 Penalty: 11564.416992
	Iteration 17Q: 3 clusters Score -2803025 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -2803383.250000 Penalty: 11564.416992
	Iteration 18Q: 3 clusters Score -2803383 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -2803634.500000 Penalty: 11564.416992
	Iteration 19Q: 3 clusters Score -2803634 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -2803817.250000 Penalty: 11564.416992
	Iteration 20F: 3 clusters Score -2803817 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2803962.500000 Penalty: 11564.416992
	Iteration 21Q: 3 clusters Score -2803962 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2804067.750000 Penalty: 11564.416992
	Iteration 22Q: 3 clusters Score -2804068 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -2804145.500000 Penalty: 11564.416992
	Iteration 23Q: 3 clusters Score -2804146 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2804195.750000 Penalty: 11564.416992
	Iteration 24Q: 3 clusters Score -2804196 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -2804218.250000 Penalty: 11564.416992
	Iteration 25Q: 3 clusters Score -2804218 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2804238.500000 Penalty: 11564.416992
	Iteration 26Q: 3 clusters Score -2804238 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2804250.000000 Penalty: 11564.416992
	Iteration 27Q: 3 clusters Score -2804250 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -2804260.000000 Penalty: 11564.416992
	Iteration 28Q: 3 clusters Score -2804260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2804272.000000 Penalty: 11564.416992
	Iteration 29Q: 3 clusters Score -2804272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2804276.000000 Penalty: 11564.416992
	Iteration 30Q: 3 clusters Score -2804276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -2804277.250000 Penalty: 11564.416992
	Iteration 31Q: 3 clusters Score -2804277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2804279.750000 Penalty: 11564.416992
	Iteration 32Q: 3 clusters Score -2804280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2804283.750000 Penalty: 11564.416992
	Iteration 33Q: 3 clusters Score -2804284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2804277.000000 Penalty: 11564.416992
	Iteration 34Q: 3 clusters Score -2804277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2804285.750000 Penalty: 11564.416992
	Iteration 35Q: 3 clusters Score -2804286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2804288.750000 Penalty: 11564.416992
	Iteration 36Q: 3 clusters Score -2804289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -2804291.500000 Penalty: 11564.416992
	Iteration 37Q: 3 clusters Score -2804292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -2804295.250000 Penalty: 11564.416992
	Iteration 38Q: 3 clusters Score -2804295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -2804295.750000 Penalty: 11564.416992
	Iteration 39Q: 3 clusters Score -2804296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2804296.500000 Penalty: 11564.416992
	Iteration 40F: 3 clusters Score -2804296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2804296.750000 Penalty: 11564.416992
	Iteration 41Q: 3 clusters Score -2804297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2804294.250000 Penalty: 11564.416992
	Iteration 42Q: 3 clusters Score -2804294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2804297.500000 Penalty: 11564.416992
	Iteration 43Q: 3 clusters Score -2804298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2804297.500000 Penalty: 11564.416992
	Iteration 44F: 3 clusters Score -2804298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Entering Unmasked Estep 
Score: -3791136.500000 Penalty: 5992.130371
	Iteration 0F: 2 clusters Score -3791136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -3776061.750000 Penalty: 11984.260742
	Iteration 0F: 3 clusters Score -3776062 nChanged 7096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -3779844.500000 Penalty: 11984.260742
	Iteration 1F: 3 clusters Score -3779844 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -3780563.250000 Penalty: 11984.260742
	Iteration 2F: 3 clusters Score -3780563 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -3781082.000000 Penalty: 11984.260742
	Iteration 3F: 3 clusters Score -3781082 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -3781481.250000 Penalty: 11984.260742
	Iteration 4Q: 3 clusters Score -3781481 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -3781908.500000 Penalty: 11984.260742
	Iteration 5Q: 3 clusters Score -3781908 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -3782305.000000 Penalty: 11984.260742
	Iteration 6Q: 3 clusters Score -3782305 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -3782657.750000 Penalty: 11984.260742
	Iteration 7Q: 3 clusters Score -3782658 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -3783015.500000 Penalty: 11984.260742
	Iteration 8Q: 3 clusters Score -3783016 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -3783344.000000 Penalty: 11984.260742
	Iteration 9Q: 3 clusters Score -3783344 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -3783668.250000 Penalty: 11984.260742
	Iteration 10Q: 3 clusters Score -3783668 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -3783951.250000 Penalty: 11984.260742
	Iteration 11Q: 3 clusters Score -3783951 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -3784177.250000 Penalty: 11984.260742
	Iteration 12Q: 3 clusters Score -3784177 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -3784360.500000 Penalty: 11984.260742
	Iteration 13Q: 3 clusters Score -3784360 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -3784503.000000 Penalty: 11984.260742
	Iteration 14Q: 3 clusters Score -3784503 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -3784647.500000 Penalty: 11984.260742
	Iteration 15Q: 3 clusters Score -3784648 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -3784772.750000 Penalty: 11984.260742
	Iteration 16Q: 3 clusters Score -3784773 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -3784889.750000 Penalty: 11984.260742
	Iteration 17Q: 3 clusters Score -3784890 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -3785035.000000 Penalty: 11984.260742
	Iteration 18Q: 3 clusters Score -3785035 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -3785178.250000 Penalty: 11984.260742
	Iteration 19Q: 3 clusters Score -3785178 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -3785297.500000 Penalty: 11984.260742
	Iteration 20F: 3 clusters Score -3785298 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -3785408.750000 Penalty: 11984.260742
	Iteration 21Q: 3 clusters Score -3785409 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -3785487.250000 Penalty: 11984.260742
	Iteration 22Q: 3 clusters Score -3785487 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -3785561.500000 Penalty: 11984.260742
	Iteration 23Q: 3 clusters Score -3785562 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -3785642.000000 Penalty: 11984.260742
	Iteration 24Q: 3 clusters Score -3785642 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -3785706.250000 Penalty: 11984.260742
	Iteration 25Q: 3 clusters Score -3785706 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -3785767.250000 Penalty: 11984.260742
	Iteration 26Q: 3 clusters Score -3785767 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -3785823.250000 Penalty: 11984.260742
	Iteration 27Q: 3 clusters Score -3785823 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -3785868.750000 Penalty: 11984.260742
	Iteration 28Q: 3 clusters Score -3785869 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -3785905.000000 Penalty: 11984.260742
	Iteration 29Q: 3 clusters Score -3785905 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -3785940.750000 Penalty: 11984.260742
	Iteration 30Q: 3 clusters Score -3785941 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -3785972.500000 Penalty: 11984.260742
	Iteration 31Q: 3 clusters Score -3785972 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -3786011.500000 Penalty: 11984.260742
	Iteration 32Q: 3 clusters Score -3786012 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -3786050.750000 Penalty: 11984.260742
	Iteration 33Q: 3 clusters Score -3786051 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -3786072.500000 Penalty: 11984.260742
	Iteration 34Q: 3 clusters Score -3786072 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -3786110.250000 Penalty: 11984.260742
	Iteration 35Q: 3 clusters Score -3786110 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -3786133.000000 Penalty: 11984.260742
	Iteration 36Q: 3 clusters Score -3786133 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -3786161.000000 Penalty: 11984.260742
	Iteration 37Q: 3 clusters Score -3786161 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -3786186.750000 Penalty: 11984.260742
	Iteration 38Q: 3 clusters Score -3786187 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -3786218.250000 Penalty: 11984.260742
	Iteration 39Q: 3 clusters Score -3786218 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -3786240.000000 Penalty: 11984.260742
	Iteration 40F: 3 clusters Score -3786240 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -3786263.250000 Penalty: 11984.260742
	Iteration 41Q: 3 clusters Score -3786263 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -3786292.000000 Penalty: 11984.260742
	Iteration 42Q: 3 clusters Score -3786292 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -3786306.750000 Penalty: 11984.260742
	Iteration 43Q: 3 clusters Score -3786307 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -3786322.000000 Penalty: 11984.260742
	Iteration 44Q: 3 clusters Score -3786322 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -3786334.000000 Penalty: 11984.260742
	Iteration 45Q: 3 clusters Score -3786334 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -3786347.500000 Penalty: 11984.260742
	Iteration 46Q: 3 clusters Score -3786348 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -3786358.500000 Penalty: 11984.260742
	Iteration 47Q: 3 clusters Score -3786358 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -3786376.000000 Penalty: 11984.260742
	Iteration 48Q: 3 clusters Score -3786376 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -3786414.750000 Penalty: 11984.260742
	Iteration 49Q: 3 clusters Score -3786415 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -3786457.500000 Penalty: 11984.260742
	Iteration 50Q: 3 clusters Score -3786458 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -3786537.250000 Penalty: 11984.260742
	Iteration 51Q: 3 clusters Score -3786537 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -3786595.500000 Penalty: 11984.260742
	Iteration 52Q: 3 clusters Score -3786596 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -3786655.000000 Penalty: 11984.260742
	Iteration 53Q: 3 clusters Score -3786655 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -3786706.000000 Penalty: 11984.260742
	Iteration 54Q: 3 clusters Score -3786706 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -3786735.750000 Penalty: 11984.260742
	Iteration 55Q: 3 clusters Score -3786736 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -3786770.500000 Penalty: 11984.260742
	Iteration 56Q: 3 clusters Score -3786770 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -3786789.250000 Penalty: 11984.260742
	Iteration 57Q: 3 clusters Score -3786789 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -3786810.500000 Penalty: 11984.260742
	Iteration 58Q: 3 clusters Score -3786810 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -3786830.000000 Penalty: 11984.260742
	Iteration 59Q: 3 clusters Score -3786830 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -3786830.000000 Penalty: 11984.260742
	Iteration 60F: 3 clusters Score -3786830 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -3786838.750000 Penalty: 11984.260742
	Iteration 61Q: 3 clusters Score -3786839 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -3786867.750000 Penalty: 11984.260742
	Iteration 62Q: 3 clusters Score -3786868 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -3786878.500000 Penalty: 11984.260742
	Iteration 63Q: 3 clusters Score -3786878 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -3786886.750000 Penalty: 11984.260742
	Iteration 64Q: 3 clusters Score -3786887 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -3786893.250000 Penalty: 11984.260742
	Iteration 65Q: 3 clusters Score -3786893 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -3786907.000000 Penalty: 11984.260742
	Iteration 66Q: 3 clusters Score -3786907 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -3786903.000000 Penalty: 11984.260742
	Iteration 67Q: 3 clusters Score -3786903 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -3786909.750000 Penalty: 11984.260742
	Iteration 68Q: 3 clusters Score -3786910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -3786906.250000 Penalty: 11984.260742
	Iteration 69Q: 3 clusters Score -3786906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -3786917.000000 Penalty: 11984.260742
	Iteration 70Q: 3 clusters Score -3786917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -3786924.000000 Penalty: 11984.260742
	Iteration 71Q: 3 clusters Score -3786924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -3786927.750000 Penalty: 11984.260742
	Iteration 72Q: 3 clusters Score -3786928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -3786926.250000 Penalty: 11984.260742
	Iteration 73Q: 3 clusters Score -3786926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -3786921.750000 Penalty: 11984.260742
	Iteration 74Q: 3 clusters Score -3786922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -3786924.500000 Penalty: 11984.260742
	Iteration 75Q: 3 clusters Score -3786924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -3786933.500000 Penalty: 11984.260742
	Iteration 76Q: 3 clusters Score -3786934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -3786929.750000 Penalty: 11984.260742
	Iteration 77Q: 3 clusters Score -3786930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -3786935.500000 Penalty: 11984.260742
	Iteration 78Q: 3 clusters Score -3786936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -3786930.500000 Penalty: 11984.260742
	Iteration 79Q: 3 clusters Score -3786930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -3786929.250000 Penalty: 11984.260742
	Iteration 80F: 3 clusters Score -3786929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -3786927.250000 Penalty: 11984.260742
	Iteration 81Q: 3 clusters Score -3786927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -3786927.250000 Penalty: 11984.260742
	Iteration 82F: 3 clusters Score -3786927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (143504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143504 members 
Entering Unmasked Estep 
Score: -31806640.000000 Penalty: 7272.896973
	Iteration 0F: 2 clusters Score -3.180664e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72061 members 
Mstep: Class 2 contains 71443 members 
Entering Unmasked Estep 
Score: -31709920.000000 Penalty: 14545.793945
	Iteration 0F: 3 clusters Score -3.170992e+07 nChanged 66478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74797 members 
Mstep: Class 2 contains 68707 members 
Entering Unmasked Estep 
Score: -31746992.000000 Penalty: 14545.793945
	Iteration 1F: 3 clusters Score -3.174699e+07 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76335 members 
Mstep: Class 2 contains 67169 members 
Entering Unmasked Estep 
Score: -31748110.000000 Penalty: 14545.793945
	Iteration 2Q: 3 clusters Score -3.174811e+07 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78558 members 
Mstep: Class 2 contains 64946 members 
Entering Unmasked Estep 
Score: -31749410.000000 Penalty: 14545.793945
	Iteration 3Q: 3 clusters Score -3.174941e+07 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81724 members 
Mstep: Class 2 contains 61780 members 
Entering Unmasked Estep 
Score: -31750842.000000 Penalty: 14545.793945
	Iteration 4Q: 3 clusters Score -3.175084e+07 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86270 members 
Mstep: Class 2 contains 57234 members 
Entering Unmasked Estep 
Score: -31752792.000000 Penalty: 14545.793945
	Iteration 5Q: 3 clusters Score -3.175279e+07 nChanged 6785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92671 members 
Mstep: Class 2 contains 50833 members 
Entering Unmasked Estep 
Score: -31756102.000000 Penalty: 14545.793945
	Iteration 6Q: 3 clusters Score -3.17561e+07 nChanged 9114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101615 members 
Mstep: Class 2 contains 41889 members 
Entering Unmasked Estep 
Score: -31761964.000000 Penalty: 14545.793945
	Iteration 7F: 3 clusters Score -3.176196e+07 nChanged 11289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112854 members 
Mstep: Class 2 contains 30650 members 
Entering Unmasked Estep 
Score: -31771038.000000 Penalty: 14545.793945
	Iteration 8F: 3 clusters Score -3.177104e+07 nChanged 12102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124944 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -31782430.000000 Penalty: 14545.793945
	Iteration 9F: 3 clusters Score -3.178243e+07 nChanged 9895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134833 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -31792250.000000 Penalty: 14545.793945
	Iteration 10F: 3 clusters Score -3.179225e+07 nChanged 5259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140090 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -31797270.000000 Penalty: 14545.793945
	Iteration 11Q: 3 clusters Score -3.179727e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141952 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -31799054.000000 Penalty: 14545.793945
	Iteration 12Q: 3 clusters Score -3.179905e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142510 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -31799634.000000 Penalty: 14545.793945
	Iteration 13Q: 3 clusters Score -3.179963e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142710 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -31799926.000000 Penalty: 14545.793945
	Iteration 14Q: 3 clusters Score -3.179993e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142799 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -31800066.000000 Penalty: 14545.793945
	Iteration 15Q: 3 clusters Score -3.180007e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142847 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -31800172.000000 Penalty: 14545.793945
	Iteration 16Q: 3 clusters Score -3.180017e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142859 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -31800200.000000 Penalty: 14545.793945
	Iteration 17Q: 3 clusters Score -3.18002e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142873 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -31800250.000000 Penalty: 14545.793945
	Iteration 18Q: 3 clusters Score -3.180025e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142883 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -31800258.000000 Penalty: 14545.793945
	Iteration 19Q: 3 clusters Score -3.180026e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142892 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -31800268.000000 Penalty: 14545.793945
	Iteration 20F: 3 clusters Score -3.180027e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142903 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -31800290.000000 Penalty: 14545.793945
	Iteration 21Q: 3 clusters Score -3.180029e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142905 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -31800286.000000 Penalty: 14545.793945
	Iteration 22Q: 3 clusters Score -3.180029e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142903 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -31800286.000000 Penalty: 14545.793945
	Iteration 23Q: 3 clusters Score -3.180029e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142903 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -31800286.000000 Penalty: 14545.793945
	Iteration 24F: 3 clusters Score -3.180029e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Entering Unmasked Estep 
Score: -2247586.500000 Penalty: 5669.113770
	Iteration 0F: 2 clusters Score -2247586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -2237067.500000 Penalty: 11338.227539
	Iteration 0F: 3 clusters Score -2237068 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -2239289.500000 Penalty: 11338.227539
	Iteration 1F: 3 clusters Score -2239290 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -2239756.750000 Penalty: 11338.227539
	Iteration 2F: 3 clusters Score -2239757 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -2240013.000000 Penalty: 11338.227539
	Iteration 3Q: 3 clusters Score -2240013 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -2240222.750000 Penalty: 11338.227539
	Iteration 4Q: 3 clusters Score -2240223 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -2240457.250000 Penalty: 11338.227539
	Iteration 5Q: 3 clusters Score -2240457 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -2240774.500000 Penalty: 11338.227539
	Iteration 6Q: 3 clusters Score -2240774 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -2241179.500000 Penalty: 11338.227539
	Iteration 7Q: 3 clusters Score -2241180 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -2241561.500000 Penalty: 11338.227539
	Iteration 8Q: 3 clusters Score -2241562 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -2241865.500000 Penalty: 11338.227539
	Iteration 9Q: 3 clusters Score -2241866 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -2242137.000000 Penalty: 11338.227539
	Iteration 10Q: 3 clusters Score -2242137 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -2242429.000000 Penalty: 11338.227539
	Iteration 11Q: 3 clusters Score -2242429 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -2242733.250000 Penalty: 11338.227539
	Iteration 12Q: 3 clusters Score -2242733 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -2243013.500000 Penalty: 11338.227539
	Iteration 13Q: 3 clusters Score -2243014 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -2243264.000000 Penalty: 11338.227539
	Iteration 14Q: 3 clusters Score -2243264 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -2243476.500000 Penalty: 11338.227539
	Iteration 15Q: 3 clusters Score -2243476 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -2243686.250000 Penalty: 11338.227539
	Iteration 16Q: 3 clusters Score -2243686 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -2243858.250000 Penalty: 11338.227539
	Iteration 17Q: 3 clusters Score -2243858 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -2244000.250000 Penalty: 11338.227539
	Iteration 18Q: 3 clusters Score -2244000 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -2244161.500000 Penalty: 11338.227539
	Iteration 19Q: 3 clusters Score -2244162 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -2244306.750000 Penalty: 11338.227539
	Iteration 20F: 3 clusters Score -2244307 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -2244445.250000 Penalty: 11338.227539
	Iteration 21Q: 3 clusters Score -2244445 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -2244571.000000 Penalty: 11338.227539
	Iteration 22Q: 3 clusters Score -2244571 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -2244662.750000 Penalty: 11338.227539
	Iteration 23Q: 3 clusters Score -2244663 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -2244716.750000 Penalty: 11338.227539
	Iteration 24Q: 3 clusters Score -2244717 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -2244762.750000 Penalty: 11338.227539
	Iteration 25Q: 3 clusters Score -2244763 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -2244790.000000 Penalty: 11338.227539
	Iteration 26Q: 3 clusters Score -2244790 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -2244819.750000 Penalty: 11338.227539
	Iteration 27Q: 3 clusters Score -2244820 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -2244839.250000 Penalty: 11338.227539
	Iteration 28Q: 3 clusters Score -2244839 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -2244847.750000 Penalty: 11338.227539
	Iteration 29Q: 3 clusters Score -2244848 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -2244854.000000 Penalty: 11338.227539
	Iteration 30Q: 3 clusters Score -2244854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -2244857.500000 Penalty: 11338.227539
	Iteration 31Q: 3 clusters Score -2244858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -2244865.250000 Penalty: 11338.227539
	Iteration 32Q: 3 clusters Score -2244865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -2244864.750000 Penalty: 11338.227539
	Iteration 33Q: 3 clusters Score -2244865 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -2244871.000000 Penalty: 11338.227539
	Iteration 34Q: 3 clusters Score -2244871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -2244871.500000 Penalty: 11338.227539
	Iteration 35Q: 3 clusters Score -2244872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -2244874.500000 Penalty: 11338.227539
	Iteration 36Q: 3 clusters Score -2244874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -2244874.500000 Penalty: 11338.227539
	Iteration 37Q: 3 clusters Score -2244874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -2244877.000000 Penalty: 11338.227539
	Iteration 38Q: 3 clusters Score -2244877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -2244880.500000 Penalty: 11338.227539
	Iteration 39Q: 3 clusters Score -2244880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -2244884.500000 Penalty: 11338.227539
	Iteration 40F: 3 clusters Score -2244884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -2244882.250000 Penalty: 11338.227539
	Iteration 41Q: 3 clusters Score -2244882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -2244885.750000 Penalty: 11338.227539
	Iteration 42Q: 3 clusters Score -2244886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -2244881.500000 Penalty: 11338.227539
	Iteration 43Q: 3 clusters Score -2244882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -2244881.750000 Penalty: 11338.227539
	Iteration 44Q: 3 clusters Score -2244882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -2244883.000000 Penalty: 11338.227539
	Iteration 45Q: 3 clusters Score -2244883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -2244880.500000 Penalty: 11338.227539
	Iteration 46Q: 3 clusters Score -2244880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -2244887.500000 Penalty: 11338.227539
	Iteration 47Q: 3 clusters Score -2244888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -2244888.250000 Penalty: 11338.227539
	Iteration 48Q: 3 clusters Score -2244888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -2244886.750000 Penalty: 11338.227539
	Iteration 49Q: 3 clusters Score -2244887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -2244891.000000 Penalty: 11338.227539
	Iteration 50Q: 3 clusters Score -2244891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -2244890.250000 Penalty: 11338.227539
	Iteration 51Q: 3 clusters Score -2244890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -2244892.250000 Penalty: 11338.227539
	Iteration 52Q: 3 clusters Score -2244892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -2244892.750000 Penalty: 11338.227539
	Iteration 53Q: 3 clusters Score -2244893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -2244892.750000 Penalty: 11338.227539
	Iteration 54F: 3 clusters Score -2244893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Entering Unmasked Estep 
Score: -181479.703125 Penalty: 4200.871094
	Iteration 0F: 2 clusters Score -181479.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -177779.171875 Penalty: 8401.742188
	Iteration 0F: 3 clusters Score -177779.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -178366.843750 Penalty: 8401.742188
	Iteration 1F: 3 clusters Score -178366.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -178629.437500 Penalty: 8401.742188
	Iteration 2F: 3 clusters Score -178629.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -178949.281250 Penalty: 8401.742188
	Iteration 3Q: 3 clusters Score -178949.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -179210.656250 Penalty: 8401.742188
	Iteration 4Q: 3 clusters Score -179210.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -179360.109375 Penalty: 8401.742188
	Iteration 5Q: 3 clusters Score -179360.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -179485.578125 Penalty: 8401.742188
	Iteration 6Q: 3 clusters Score -179485.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -179569.390625 Penalty: 8401.742188
	Iteration 7Q: 3 clusters Score -179569.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -179622.937500 Penalty: 8401.742188
	Iteration 8Q: 3 clusters Score -179622.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -179703.000000 Penalty: 8401.742188
	Iteration 9Q: 3 clusters Score -179703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -179720.750000 Penalty: 8401.742188
	Iteration 10Q: 3 clusters Score -179720.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -179738.125000 Penalty: 8401.742188
	Iteration 11Q: 3 clusters Score -179738.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -179760.359375 Penalty: 8401.742188
	Iteration 12Q: 3 clusters Score -179760.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -179767.453125 Penalty: 8401.742188
	Iteration 13Q: 3 clusters Score -179767.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -179767.453125 Penalty: 8401.742188
	Iteration 14F: 3 clusters Score -179767.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (68483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68483 members 
Entering Unmasked Estep 
Score: -15309623.000000 Penalty: 6819.784180
	Iteration 0F: 2 clusters Score -1.530962e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34199 members 
Mstep: Class 2 contains 34284 members 
Entering Unmasked Estep 
Score: -15262079.000000 Penalty: 13639.568359
	Iteration 0F: 3 clusters Score -1.526208e+07 nChanged 30740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34449 members 
Mstep: Class 2 contains 34034 members 
Entering Unmasked Estep 
Score: -15278971.000000 Penalty: 13639.568359
	Iteration 1F: 3 clusters Score -1.527897e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34563 members 
Mstep: Class 2 contains 33920 members 
Entering Unmasked Estep 
Score: -15280342.000000 Penalty: 13639.568359
	Iteration 2Q: 3 clusters Score -1.528034e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34624 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
Score: -15281867.000000 Penalty: 13639.568359
	Iteration 3Q: 3 clusters Score -1.528187e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34557 members 
Mstep: Class 2 contains 33926 members 
Entering Unmasked Estep 
Score: -15283310.000000 Penalty: 13639.568359
	Iteration 4Q: 3 clusters Score -1.528331e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34265 members 
Mstep: Class 2 contains 34218 members 
Entering Unmasked Estep 
Score: -15284552.000000 Penalty: 13639.568359
	Iteration 5Q: 3 clusters Score -1.528455e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33747 members 
Mstep: Class 2 contains 34736 members 
Entering Unmasked Estep 
Score: -15285703.000000 Penalty: 13639.568359
	Iteration 6Q: 3 clusters Score -1.52857e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 35553 members 
Entering Unmasked Estep 
Score: -15286723.000000 Penalty: 13639.568359
	Iteration 7Q: 3 clusters Score -1.528672e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31900 members 
Mstep: Class 2 contains 36583 members 
Entering Unmasked Estep 
Score: -15287782.000000 Penalty: 13639.568359
	Iteration 8Q: 3 clusters Score -1.528778e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30486 members 
Mstep: Class 2 contains 37997 members 
Entering Unmasked Estep 
Score: -15288993.000000 Penalty: 13639.568359
	Iteration 9Q: 3 clusters Score -1.528899e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 39816 members 
Entering Unmasked Estep 
Score: -15290339.000000 Penalty: 13639.568359
	Iteration 10Q: 3 clusters Score -1.529034e+07 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 41976 members 
Entering Unmasked Estep 
Score: -15292059.000000 Penalty: 13639.568359
	Iteration 11Q: 3 clusters Score -1.529206e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 44393 members 
Entering Unmasked Estep 
Score: -15293943.000000 Penalty: 13639.568359
	Iteration 12Q: 3 clusters Score -1.529394e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 46867 members 
Entering Unmasked Estep 
Score: -15296037.000000 Penalty: 13639.568359
	Iteration 13Q: 3 clusters Score -1.529604e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 49209 members 
Entering Unmasked Estep 
Score: -15298033.000000 Penalty: 13639.568359
	Iteration 14Q: 3 clusters Score -1.529803e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 51318 members 
Entering Unmasked Estep 
Score: -15299558.000000 Penalty: 13639.568359
	Iteration 15Q: 3 clusters Score -1.529956e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 53155 members 
Entering Unmasked Estep 
Score: -15300781.000000 Penalty: 13639.568359
	Iteration 16Q: 3 clusters Score -1.530078e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 54816 members 
Entering Unmasked Estep 
Score: -15301860.000000 Penalty: 13639.568359
	Iteration 17Q: 3 clusters Score -1.530186e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 56174 members 
Entering Unmasked Estep 
Score: -15302635.000000 Penalty: 13639.568359
	Iteration 18Q: 3 clusters Score -1.530264e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 57288 members 
Entering Unmasked Estep 
Score: -15303229.000000 Penalty: 13639.568359
	Iteration 19Q: 3 clusters Score -1.530323e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 58290 members 
Entering Unmasked Estep 
Score: -15303785.000000 Penalty: 13639.568359
	Iteration 20F: 3 clusters Score -1.530378e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 59147 members 
Entering Unmasked Estep 
Score: -15304266.000000 Penalty: 13639.568359
	Iteration 21Q: 3 clusters Score -1.530427e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 59931 members 
Entering Unmasked Estep 
Score: -15304640.000000 Penalty: 13639.568359
	Iteration 22Q: 3 clusters Score -1.530464e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 60618 members 
Entering Unmasked Estep 
Score: -15304985.000000 Penalty: 13639.568359
	Iteration 23Q: 3 clusters Score -1.530498e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 61207 members 
Entering Unmasked Estep 
Score: -15305228.000000 Penalty: 13639.568359
	Iteration 24Q: 3 clusters Score -1.530523e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 61695 members 
Entering Unmasked Estep 
Score: -15305446.000000 Penalty: 13639.568359
	Iteration 25Q: 3 clusters Score -1.530545e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 62091 members 
Entering Unmasked Estep 
Score: -15305489.000000 Penalty: 13639.568359
	Iteration 26Q: 3 clusters Score -1.530549e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 62422 members 
Entering Unmasked Estep 
Score: -15305602.000000 Penalty: 13639.568359
	Iteration 27Q: 3 clusters Score -1.53056e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 62711 members 
Entering Unmasked Estep 
Score: -15305671.000000 Penalty: 13639.568359
	Iteration 28Q: 3 clusters Score -1.530567e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 62962 members 
Entering Unmasked Estep 
Score: -15305800.000000 Penalty: 13639.568359
	Iteration 29Q: 3 clusters Score -1.53058e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 63179 members 
Entering Unmasked Estep 
Score: -15305889.000000 Penalty: 13639.568359
	Iteration 30Q: 3 clusters Score -1.530589e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 63385 members 
Entering Unmasked Estep 
Score: -15305951.000000 Penalty: 13639.568359
	Iteration 31Q: 3 clusters Score -1.530595e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 63576 members 
Entering Unmasked Estep 
Score: -15305995.000000 Penalty: 13639.568359
	Iteration 32Q: 3 clusters Score -1.5306e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 63731 members 
Entering Unmasked Estep 
Score: -15306040.000000 Penalty: 13639.568359
	Iteration 33Q: 3 clusters Score -1.530604e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 63874 members 
Entering Unmasked Estep 
Score: -15306108.000000 Penalty: 13639.568359
	Iteration 34Q: 3 clusters Score -1.530611e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 64016 members 
Entering Unmasked Estep 
Score: -15306140.000000 Penalty: 13639.568359
	Iteration 35Q: 3 clusters Score -1.530614e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 64166 members 
Entering Unmasked Estep 
Score: -15306178.000000 Penalty: 13639.568359
	Iteration 36Q: 3 clusters Score -1.530618e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 64285 members 
Entering Unmasked Estep 
Score: -15306233.000000 Penalty: 13639.568359
	Iteration 37Q: 3 clusters Score -1.530623e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 64396 members 
Entering Unmasked Estep 
Score: -15306277.000000 Penalty: 13639.568359
	Iteration 38Q: 3 clusters Score -1.530628e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 64486 members 
Entering Unmasked Estep 
Score: -15306283.000000 Penalty: 13639.568359
	Iteration 39Q: 3 clusters Score -1.530628e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 64562 members 
Entering Unmasked Estep 
Score: -15306321.000000 Penalty: 13639.568359
	Iteration 40F: 3 clusters Score -1.530632e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 64634 members 
Entering Unmasked Estep 
Score: -15306341.000000 Penalty: 13639.568359
	Iteration 41Q: 3 clusters Score -1.530634e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 64709 members 
Entering Unmasked Estep 
Score: -15306402.000000 Penalty: 13639.568359
	Iteration 42Q: 3 clusters Score -1.53064e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 64786 members 
Entering Unmasked Estep 
Score: -15306399.000000 Penalty: 13639.568359
	Iteration 43Q: 3 clusters Score -1.53064e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 64857 members 
Entering Unmasked Estep 
Score: -15306438.000000 Penalty: 13639.568359
	Iteration 44Q: 3 clusters Score -1.530644e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 64936 members 
Entering Unmasked Estep 
Score: -15306446.000000 Penalty: 13639.568359
	Iteration 45Q: 3 clusters Score -1.530645e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 65008 members 
Entering Unmasked Estep 
Score: -15306481.000000 Penalty: 13639.568359
	Iteration 46Q: 3 clusters Score -1.530648e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 65094 members 
Entering Unmasked Estep 
Score: -15306533.000000 Penalty: 13639.568359
	Iteration 47Q: 3 clusters Score -1.530653e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 65171 members 
Entering Unmasked Estep 
Score: -15306605.000000 Penalty: 13639.568359
	Iteration 48Q: 3 clusters Score -1.53066e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 65258 members 
Entering Unmasked Estep 
Score: -15306634.000000 Penalty: 13639.568359
	Iteration 49Q: 3 clusters Score -1.530663e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 65325 members 
Entering Unmasked Estep 
Score: -15306696.000000 Penalty: 13639.568359
	Iteration 50Q: 3 clusters Score -1.53067e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 65405 members 
Entering Unmasked Estep 
Score: -15306739.000000 Penalty: 13639.568359
	Iteration 51Q: 3 clusters Score -1.530674e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 65493 members 
Entering Unmasked Estep 
Score: -15306794.000000 Penalty: 13639.568359
	Iteration 52Q: 3 clusters Score -1.530679e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 65566 members 
Entering Unmasked Estep 
Score: -15306837.000000 Penalty: 13639.568359
	Iteration 53Q: 3 clusters Score -1.530684e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 65624 members 
Entering Unmasked Estep 
Score: -15306862.000000 Penalty: 13639.568359
	Iteration 54Q: 3 clusters Score -1.530686e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 65667 members 
Entering Unmasked Estep 
Score: -15306868.000000 Penalty: 13639.568359
	Iteration 55Q: 3 clusters Score -1.530687e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 65710 members 
Entering Unmasked Estep 
Score: -15306919.000000 Penalty: 13639.568359
	Iteration 56Q: 3 clusters Score -1.530692e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 65740 members 
Entering Unmasked Estep 
Score: -15306921.000000 Penalty: 13639.568359
	Iteration 57Q: 3 clusters Score -1.530692e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 65758 members 
Entering Unmasked Estep 
Score: -15306951.000000 Penalty: 13639.568359
	Iteration 58Q: 3 clusters Score -1.530695e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 65772 members 
Entering Unmasked Estep 
Score: -15306967.000000 Penalty: 13639.568359
	Iteration 59Q: 3 clusters Score -1.530697e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 65777 members 
Entering Unmasked Estep 
Score: -15306964.000000 Penalty: 13639.568359
	Iteration 60F: 3 clusters Score -1.530696e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 65784 members 
Entering Unmasked Estep 
Score: -15306974.000000 Penalty: 13639.568359
	Iteration 61Q: 3 clusters Score -1.530697e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 65789 members 
Entering Unmasked Estep 
Score: -15306979.000000 Penalty: 13639.568359
	Iteration 62Q: 3 clusters Score -1.530698e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 65796 members 
Entering Unmasked Estep 
Score: -15306972.000000 Penalty: 13639.568359
	Iteration 63Q: 3 clusters Score -1.530697e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 65802 members 
Entering Unmasked Estep 
Score: -15306966.000000 Penalty: 13639.568359
	Iteration 64Q: 3 clusters Score -1.530697e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 65806 members 
Entering Unmasked Estep 
Score: -15306973.000000 Penalty: 13639.568359
	Iteration 65Q: 3 clusters Score -1.530697e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 65804 members 
Entering Unmasked Estep 
Score: -15306966.000000 Penalty: 13639.568359
	Iteration 66Q: 3 clusters Score -1.530697e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 65804 members 
Entering Unmasked Estep 
Score: -15306966.000000 Penalty: 13639.568359
	Iteration 67F: 3 clusters Score -1.530697e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Entering Unmasked Estep 
Score: -356824.156250 Penalty: 4567.432129
	Iteration 0F: 2 clusters Score -356824.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -352267.968750 Penalty: 9134.864258
	Iteration 0F: 3 clusters Score -352268 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -352917.562500 Penalty: 9134.864258
	Iteration 1F: 3 clusters Score -352917.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -353201.812500 Penalty: 9134.864258
	Iteration 2F: 3 clusters Score -353201.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -353350.093750 Penalty: 9134.864258
	Iteration 3Q: 3 clusters Score -353350.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -353430.750000 Penalty: 9134.864258
	Iteration 4Q: 3 clusters Score -353430.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -353501.250000 Penalty: 9134.864258
	Iteration 5Q: 3 clusters Score -353501.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -353544.968750 Penalty: 9134.864258
	Iteration 6Q: 3 clusters Score -353545 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -353583.781250 Penalty: 9134.864258
	Iteration 7Q: 3 clusters Score -353583.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -353599.937500 Penalty: 9134.864258
	Iteration 8Q: 3 clusters Score -353599.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -353652.093750 Penalty: 9134.864258
	Iteration 9Q: 3 clusters Score -353652.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -353708.281250 Penalty: 9134.864258
	Iteration 10Q: 3 clusters Score -353708.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -353738.093750 Penalty: 9134.864258
	Iteration 11Q: 3 clusters Score -353738.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -353759.781250 Penalty: 9134.864258
	Iteration 12Q: 3 clusters Score -353759.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -353797.468750 Penalty: 9134.864258
	Iteration 13Q: 3 clusters Score -353797.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -353829.031250 Penalty: 9134.864258
	Iteration 14Q: 3 clusters Score -353829 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -353850.625000 Penalty: 9134.864258
	Iteration 15Q: 3 clusters Score -353850.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -353881.468750 Penalty: 9134.864258
	Iteration 16Q: 3 clusters Score -353881.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -353906.343750 Penalty: 9134.864258
	Iteration 17Q: 3 clusters Score -353906.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -353918.906250 Penalty: 9134.864258
	Iteration 18Q: 3 clusters Score -353918.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -353940.062500 Penalty: 9134.864258
	Iteration 19Q: 3 clusters Score -353940.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -354021.875000 Penalty: 9134.864258
	Iteration 20F: 3 clusters Score -354021.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -354232.531250 Penalty: 9134.864258
	Iteration 21Q: 3 clusters Score -354232.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -354326.906250 Penalty: 9134.864258
	Iteration 22Q: 3 clusters Score -354326.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -354427.468750 Penalty: 9134.864258
	Iteration 23Q: 3 clusters Score -354427.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -354511.656250 Penalty: 9134.864258
	Iteration 24Q: 3 clusters Score -354511.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -354563.468750 Penalty: 9134.864258
	Iteration 25Q: 3 clusters Score -354563.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -354599.875000 Penalty: 9134.864258
	Iteration 26Q: 3 clusters Score -354599.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -354615.562500 Penalty: 9134.864258
	Iteration 27Q: 3 clusters Score -354615.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -354629.375000 Penalty: 9134.864258
	Iteration 28Q: 3 clusters Score -354629.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -354645.625000 Penalty: 9134.864258
	Iteration 29Q: 3 clusters Score -354645.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -354650.000000 Penalty: 9134.864258
	Iteration 30Q: 3 clusters Score -354650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -354656.687500 Penalty: 9134.864258
	Iteration 31Q: 3 clusters Score -354656.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -354666.468750 Penalty: 9134.864258
	Iteration 32Q: 3 clusters Score -354666.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -354668.718750 Penalty: 9134.864258
	Iteration 33Q: 3 clusters Score -354668.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -354668.718750 Penalty: 9134.864258
	Iteration 34F: 3 clusters Score -354668.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Entering Unmasked Estep 
Score: -269829.468750 Penalty: 4420.684082
	Iteration 0F: 2 clusters Score -269829.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -265485.531250 Penalty: 8841.368164
	Iteration 0F: 3 clusters Score -265485.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -266167.437500 Penalty: 8841.368164
	Iteration 1F: 3 clusters Score -266167.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -266534.000000 Penalty: 8841.368164
	Iteration 2F: 3 clusters Score -266534 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -266871.000000 Penalty: 8841.368164
	Iteration 3F: 3 clusters Score -266871 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -267205.312500 Penalty: 8841.368164
	Iteration 4F: 3 clusters Score -267205.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -267597.343750 Penalty: 8841.368164
	Iteration 5Q: 3 clusters Score -267597.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -267922.937500 Penalty: 8841.368164
	Iteration 6Q: 3 clusters Score -267922.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -268098.000000 Penalty: 8841.368164
	Iteration 7Q: 3 clusters Score -268098 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -268282.437500 Penalty: 8841.368164
	Iteration 8Q: 3 clusters Score -268282.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -268403.625000 Penalty: 8841.368164
	Iteration 9Q: 3 clusters Score -268403.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -268516.781250 Penalty: 8841.368164
	Iteration 10Q: 3 clusters Score -268516.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -268644.406250 Penalty: 8841.368164
	Iteration 11Q: 3 clusters Score -268644.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -268785.781250 Penalty: 8841.368164
	Iteration 12Q: 3 clusters Score -268785.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -269007.750000 Penalty: 8841.368164
	Iteration 13Q: 3 clusters Score -269007.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -269230.906250 Penalty: 8841.368164
	Iteration 14Q: 3 clusters Score -269230.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -269317.437500 Penalty: 8841.368164
	Iteration 15Q: 3 clusters Score -269317.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -269376.937500 Penalty: 8841.368164
	Iteration 16Q: 3 clusters Score -269376.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -269431.375000 Penalty: 8841.368164
	Iteration 17Q: 3 clusters Score -269431.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -269478.437500 Penalty: 8841.368164
	Iteration 18Q: 3 clusters Score -269478.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -269510.875000 Penalty: 8841.368164
	Iteration 19Q: 3 clusters Score -269510.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -269525.406250 Penalty: 8841.368164
	Iteration 20F: 3 clusters Score -269525.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -269534.437500 Penalty: 8841.368164
	Iteration 21Q: 3 clusters Score -269534.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -269547.375000 Penalty: 8841.368164
	Iteration 22Q: 3 clusters Score -269547.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -269564.187500 Penalty: 8841.368164
	Iteration 23Q: 3 clusters Score -269564.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -269575.750000 Penalty: 8841.368164
	Iteration 24Q: 3 clusters Score -269575.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -269580.406250 Penalty: 8841.368164
	Iteration 25Q: 3 clusters Score -269580.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -269590.562500 Penalty: 8841.368164
	Iteration 26Q: 3 clusters Score -269590.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -269611.718750 Penalty: 8841.368164
	Iteration 27Q: 3 clusters Score -269611.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -269626.906250 Penalty: 8841.368164
	Iteration 28Q: 3 clusters Score -269626.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -269651.875000 Penalty: 8841.368164
	Iteration 29Q: 3 clusters Score -269651.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -269677.781250 Penalty: 8841.368164
	Iteration 30Q: 3 clusters Score -269677.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -269699.906250 Penalty: 8841.368164
	Iteration 31Q: 3 clusters Score -269699.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -269744.750000 Penalty: 8841.368164
	Iteration 32Q: 3 clusters Score -269744.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -269772.375000 Penalty: 8841.368164
	Iteration 33Q: 3 clusters Score -269772.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -269784.000000 Penalty: 8841.368164
	Iteration 34Q: 3 clusters Score -269784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -269794.312500 Penalty: 8841.368164
	Iteration 35Q: 3 clusters Score -269794.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -269800.250000 Penalty: 8841.368164
	Iteration 36Q: 3 clusters Score -269800.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -269802.718750 Penalty: 8841.368164
	Iteration 37Q: 3 clusters Score -269802.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -269802.718750 Penalty: 8841.368164
	Iteration 38F: 3 clusters Score -269802.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (62604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62604 members 
Entering Unmasked Estep 
Score: -14055553.000000 Penalty: 6764.808105
	Iteration 0F: 2 clusters Score -1.405555e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31472 members 
Mstep: Class 2 contains 31132 members 
Entering Unmasked Estep 
Score: -14011836.000000 Penalty: 13529.616211
	Iteration 0F: 3 clusters Score -1.401184e+07 nChanged 27866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32476 members 
Mstep: Class 2 contains 30128 members 
Entering Unmasked Estep 
Score: -14026734.000000 Penalty: 13529.616211
	Iteration 1F: 3 clusters Score -1.402673e+07 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33190 members 
Mstep: Class 2 contains 29414 members 
Entering Unmasked Estep 
Score: -14027887.000000 Penalty: 13529.616211
	Iteration 2F: 3 clusters Score -1.402789e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34271 members 
Mstep: Class 2 contains 28333 members 
Entering Unmasked Estep 
Score: -14029123.000000 Penalty: 13529.616211
	Iteration 3Q: 3 clusters Score -1.402912e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35813 members 
Mstep: Class 2 contains 26791 members 
Entering Unmasked Estep 
Score: -14030641.000000 Penalty: 13529.616211
	Iteration 4F: 3 clusters Score -1.403064e+07 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37922 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -14032680.000000 Penalty: 13529.616211
	Iteration 5F: 3 clusters Score -1.403268e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40571 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -14035209.000000 Penalty: 13529.616211
	Iteration 6F: 3 clusters Score -1.403521e+07 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43718 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -14037951.000000 Penalty: 13529.616211
	Iteration 7F: 3 clusters Score -1.403795e+07 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46888 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -14040616.000000 Penalty: 13529.616211
	Iteration 8F: 3 clusters Score -1.404062e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49777 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -14042911.000000 Penalty: 13529.616211
	Iteration 9F: 3 clusters Score -1.404291e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52184 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -14044594.000000 Penalty: 13529.616211
	Iteration 10Q: 3 clusters Score -1.404459e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54201 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -14045761.000000 Penalty: 13529.616211
	Iteration 11Q: 3 clusters Score -1.404576e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55776 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -14046732.000000 Penalty: 13529.616211
	Iteration 12Q: 3 clusters Score -1.404673e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56991 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -14047534.000000 Penalty: 13529.616211
	Iteration 13Q: 3 clusters Score -1.404753e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57958 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -14048067.000000 Penalty: 13529.616211
	Iteration 14Q: 3 clusters Score -1.404807e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58701 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -14048505.000000 Penalty: 13529.616211
	Iteration 15Q: 3 clusters Score -1.40485e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59222 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -14048672.000000 Penalty: 13529.616211
	Iteration 16Q: 3 clusters Score -1.404867e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59615 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -14048933.000000 Penalty: 13529.616211
	Iteration 17Q: 3 clusters Score -1.404893e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59908 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -14049082.000000 Penalty: 13529.616211
	Iteration 18Q: 3 clusters Score -1.404908e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60123 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -14049205.000000 Penalty: 13529.616211
	Iteration 19Q: 3 clusters Score -1.40492e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60282 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -14049278.000000 Penalty: 13529.616211
	Iteration 20F: 3 clusters Score -1.404928e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60392 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -14049365.000000 Penalty: 13529.616211
	Iteration 21Q: 3 clusters Score -1.404936e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60463 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -14049433.000000 Penalty: 13529.616211
	Iteration 22Q: 3 clusters Score -1.404943e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60535 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -14049466.000000 Penalty: 13529.616211
	Iteration 23Q: 3 clusters Score -1.404947e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60589 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -14049486.000000 Penalty: 13529.616211
	Iteration 24Q: 3 clusters Score -1.404949e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60636 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -14049495.000000 Penalty: 13529.616211
	Iteration 25Q: 3 clusters Score -1.40495e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60676 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -14049517.000000 Penalty: 13529.616211
	Iteration 26Q: 3 clusters Score -1.404952e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60723 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -14049533.000000 Penalty: 13529.616211
	Iteration 27Q: 3 clusters Score -1.404953e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60761 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -14049549.000000 Penalty: 13529.616211
	Iteration 28Q: 3 clusters Score -1.404955e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60792 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -14049584.000000 Penalty: 13529.616211
	Iteration 29Q: 3 clusters Score -1.404958e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60812 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -14049598.000000 Penalty: 13529.616211
	Iteration 30Q: 3 clusters Score -1.40496e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60837 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -14049624.000000 Penalty: 13529.616211
	Iteration 31Q: 3 clusters Score -1.404962e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60857 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -14049629.000000 Penalty: 13529.616211
	Iteration 32Q: 3 clusters Score -1.404963e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60876 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -14049638.000000 Penalty: 13529.616211
	Iteration 33Q: 3 clusters Score -1.404964e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60897 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -14049643.000000 Penalty: 13529.616211
	Iteration 34Q: 3 clusters Score -1.404964e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60911 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -14049642.000000 Penalty: 13529.616211
	Iteration 35Q: 3 clusters Score -1.404964e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60922 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -14049648.000000 Penalty: 13529.616211
	Iteration 36Q: 3 clusters Score -1.404965e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60935 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -14049667.000000 Penalty: 13529.616211
	Iteration 37Q: 3 clusters Score -1.404967e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60943 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -14049670.000000 Penalty: 13529.616211
	Iteration 38Q: 3 clusters Score -1.404967e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60950 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -14049692.000000 Penalty: 13529.616211
	Iteration 39Q: 3 clusters Score -1.404969e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60955 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -14049699.000000 Penalty: 13529.616211
	Iteration 40F: 3 clusters Score -1.40497e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60956 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -14049689.000000 Penalty: 13529.616211
	Iteration 41Q: 3 clusters Score -1.404969e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60960 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -14049701.000000 Penalty: 13529.616211
	Iteration 42Q: 3 clusters Score -1.40497e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60964 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -14049697.000000 Penalty: 13529.616211
	Iteration 43Q: 3 clusters Score -1.40497e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60970 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -14049704.000000 Penalty: 13529.616211
	Iteration 44Q: 3 clusters Score -1.40497e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60974 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -14049714.000000 Penalty: 13529.616211
	Iteration 45Q: 3 clusters Score -1.404971e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60978 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -14049712.000000 Penalty: 13529.616211
	Iteration 46Q: 3 clusters Score -1.404971e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60980 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -14049703.000000 Penalty: 13529.616211
	Iteration 47Q: 3 clusters Score -1.40497e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60981 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -14049723.000000 Penalty: 13529.616211
	Iteration 48Q: 3 clusters Score -1.404972e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60983 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -14049719.000000 Penalty: 13529.616211
	Iteration 49Q: 3 clusters Score -1.404972e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60987 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -14049710.000000 Penalty: 13529.616211
	Iteration 50Q: 3 clusters Score -1.404971e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60990 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -14049705.000000 Penalty: 13529.616211
	Iteration 51Q: 3 clusters Score -1.40497e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60990 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -14049705.000000 Penalty: 13529.616211
	Iteration 52F: 3 clusters Score -1.40497e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Entering Unmasked Estep 
Score: -3531425.750000 Penalty: 5920.419922
	Iteration 0F: 2 clusters Score -3531426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -3517501.500000 Penalty: 11840.839844
	Iteration 0F: 3 clusters Score -3517502 nChanged 6289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -3520927.000000 Penalty: 11840.839844
	Iteration 1F: 3 clusters Score -3520927 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -3521542.750000 Penalty: 11840.839844
	Iteration 2F: 3 clusters Score -3521543 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -3521966.750000 Penalty: 11840.839844
	Iteration 3F: 3 clusters Score -3521967 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -3522272.000000 Penalty: 11840.839844
	Iteration 4Q: 3 clusters Score -3522272 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -3522512.750000 Penalty: 11840.839844
	Iteration 5Q: 3 clusters Score -3522513 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -3522682.750000 Penalty: 11840.839844
	Iteration 6Q: 3 clusters Score -3522683 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -3522827.250000 Penalty: 11840.839844
	Iteration 7Q: 3 clusters Score -3522827 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -3522985.000000 Penalty: 11840.839844
	Iteration 8Q: 3 clusters Score -3522985 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -3523106.000000 Penalty: 11840.839844
	Iteration 9Q: 3 clusters Score -3523106 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -3523254.250000 Penalty: 11840.839844
	Iteration 10Q: 3 clusters Score -3523254 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -3523403.750000 Penalty: 11840.839844
	Iteration 11Q: 3 clusters Score -3523404 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -3523545.500000 Penalty: 11840.839844
	Iteration 12Q: 3 clusters Score -3523546 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -3523710.750000 Penalty: 11840.839844
	Iteration 13Q: 3 clusters Score -3523711 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -3523928.250000 Penalty: 11840.839844
	Iteration 14Q: 3 clusters Score -3523928 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -3524289.500000 Penalty: 11840.839844
	Iteration 15Q: 3 clusters Score -3524290 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -3524937.250000 Penalty: 11840.839844
	Iteration 16Q: 3 clusters Score -3524937 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -3526094.500000 Penalty: 11840.839844
	Iteration 17Q: 3 clusters Score -3526094 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -3527747.000000 Penalty: 11840.839844
	Iteration 18F: 3 clusters Score -3527747 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -3529002.500000 Penalty: 11840.839844
	Iteration 19F: 3 clusters Score -3529002 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -3529917.500000 Penalty: 11840.839844
	Iteration 20F: 3 clusters Score -3529918 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -3530569.000000 Penalty: 11840.839844
	Iteration 21Q: 3 clusters Score -3530569 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -3530991.500000 Penalty: 11840.839844
	Iteration 22Q: 3 clusters Score -3530992 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -3531168.000000 Penalty: 11840.839844
	Iteration 23Q: 3 clusters Score -3531168 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -3531263.750000 Penalty: 11840.839844
	Iteration 24Q: 3 clusters Score -3531264 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -3531294.500000 Penalty: 11840.839844
	Iteration 25Q: 3 clusters Score -3531294 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -3531318.250000 Penalty: 11840.839844
	Iteration 26Q: 3 clusters Score -3531318 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -3531316.000000 Penalty: 11840.839844
	Iteration 27Q: 3 clusters Score -3531316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -3531322.500000 Penalty: 11840.839844
	Iteration 28Q: 3 clusters Score -3531322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -3531326.750000 Penalty: 11840.839844
	Iteration 29Q: 3 clusters Score -3531327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -3531321.250000 Penalty: 11840.839844
	Iteration 30Q: 3 clusters Score -3531321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -3531320.250000 Penalty: 11840.839844
	Iteration 31Q: 3 clusters Score -3531320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -3531322.750000 Penalty: 11840.839844
	Iteration 32Q: 3 clusters Score -3531323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -3531322.750000 Penalty: 11840.839844
	Iteration 33F: 3 clusters Score -3531323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Entering Unmasked Estep 
Score: -255599.828125 Penalty: 4386.018066
	Iteration 0F: 2 clusters Score -255599.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -251372.781250 Penalty: 8772.036133
	Iteration 0F: 3 clusters Score -251372.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -251893.390625 Penalty: 8772.036133
	Iteration 1F: 3 clusters Score -251893.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -252121.265625 Penalty: 8772.036133
	Iteration 2F: 3 clusters Score -252121.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -252355.968750 Penalty: 8772.036133
	Iteration 3Q: 3 clusters Score -252356 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -252591.390625 Penalty: 8772.036133
	Iteration 4Q: 3 clusters Score -252591.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -252952.312500 Penalty: 8772.036133
	Iteration 5Q: 3 clusters Score -252952.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -253429.468750 Penalty: 8772.036133
	Iteration 6F: 3 clusters Score -253429.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -253781.515625 Penalty: 8772.036133
	Iteration 7F: 3 clusters Score -253781.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -254102.359375 Penalty: 8772.036133
	Iteration 8Q: 3 clusters Score -254102.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -254282.046875 Penalty: 8772.036133
	Iteration 9Q: 3 clusters Score -254282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -254311.937500 Penalty: 8772.036133
	Iteration 10Q: 3 clusters Score -254311.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -254329.390625 Penalty: 8772.036133
	Iteration 11Q: 3 clusters Score -254329.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -254341.000000 Penalty: 8772.036133
	Iteration 12Q: 3 clusters Score -254341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -254343.062500 Penalty: 8772.036133
	Iteration 13Q: 3 clusters Score -254343.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -254343.062500 Penalty: 8772.036133
	Iteration 14F: 3 clusters Score -254343.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (20190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Entering Unmasked Estep 
Score: -4325848.000000 Penalty: 6071.677734
	Iteration 0F: 2 clusters Score -4325848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -4309199.000000 Penalty: 12143.355469
	Iteration 0F: 3 clusters Score -4309199 nChanged 8221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -4313738.500000 Penalty: 12143.355469
	Iteration 1F: 3 clusters Score -4313738 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -4314770.000000 Penalty: 12143.355469
	Iteration 2F: 3 clusters Score -4314770 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -4315764.500000 Penalty: 12143.355469
	Iteration 3F: 3 clusters Score -4315764 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -4316856.000000 Penalty: 12143.355469
	Iteration 4F: 3 clusters Score -4316856 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -4317939.500000 Penalty: 12143.355469
	Iteration 5F: 3 clusters Score -4317940 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -4318898.000000 Penalty: 12143.355469
	Iteration 6F: 3 clusters Score -4318898 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -4319647.500000 Penalty: 12143.355469
	Iteration 7F: 3 clusters Score -4319648 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -4320170.000000 Penalty: 12143.355469
	Iteration 8Q: 3 clusters Score -4320170 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -4320544.500000 Penalty: 12143.355469
	Iteration 9Q: 3 clusters Score -4320544 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -4320824.000000 Penalty: 12143.355469
	Iteration 10Q: 3 clusters Score -4320824 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -4321107.500000 Penalty: 12143.355469
	Iteration 11Q: 3 clusters Score -4321108 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -4321317.000000 Penalty: 12143.355469
	Iteration 12Q: 3 clusters Score -4321317 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -4321461.000000 Penalty: 12143.355469
	Iteration 13Q: 3 clusters Score -4321461 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -4321581.000000 Penalty: 12143.355469
	Iteration 14Q: 3 clusters Score -4321581 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -4321656.500000 Penalty: 12143.355469
	Iteration 15Q: 3 clusters Score -4321656 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -4321717.000000 Penalty: 12143.355469
	Iteration 16Q: 3 clusters Score -4321717 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -4321780.000000 Penalty: 12143.355469
	Iteration 17Q: 3 clusters Score -4321780 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -4321824.500000 Penalty: 12143.355469
	Iteration 18Q: 3 clusters Score -4321824 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -4321845.000000 Penalty: 12143.355469
	Iteration 19Q: 3 clusters Score -4321845 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -4321866.500000 Penalty: 12143.355469
	Iteration 20F: 3 clusters Score -4321866 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -4321876.500000 Penalty: 12143.355469
	Iteration 21Q: 3 clusters Score -4321876 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -4321890.000000 Penalty: 12143.355469
	Iteration 22Q: 3 clusters Score -4321890 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -4321909.000000 Penalty: 12143.355469
	Iteration 23Q: 3 clusters Score -4321909 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -4321913.000000 Penalty: 12143.355469
	Iteration 24Q: 3 clusters Score -4321913 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -4321927.000000 Penalty: 12143.355469
	Iteration 25Q: 3 clusters Score -4321927 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -4321932.500000 Penalty: 12143.355469
	Iteration 26Q: 3 clusters Score -4321932 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -4321931.000000 Penalty: 12143.355469
	Iteration 27Q: 3 clusters Score -4321931 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -4321938.000000 Penalty: 12143.355469
	Iteration 28Q: 3 clusters Score -4321938 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -4321945.000000 Penalty: 12143.355469
	Iteration 29Q: 3 clusters Score -4321945 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -4321959.000000 Penalty: 12143.355469
	Iteration 30Q: 3 clusters Score -4321959 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -4321965.500000 Penalty: 12143.355469
	Iteration 31Q: 3 clusters Score -4321966 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -4321953.000000 Penalty: 12143.355469
	Iteration 32Q: 3 clusters Score -4321953 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -4321959.000000 Penalty: 12143.355469
	Iteration 33Q: 3 clusters Score -4321959 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -4321969.000000 Penalty: 12143.355469
	Iteration 34Q: 3 clusters Score -4321969 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -4321984.500000 Penalty: 12143.355469
	Iteration 35Q: 3 clusters Score -4321984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -4321974.500000 Penalty: 12143.355469
	Iteration 36Q: 3 clusters Score -4321974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -4321979.500000 Penalty: 12143.355469
	Iteration 37Q: 3 clusters Score -4321980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -4321973.000000 Penalty: 12143.355469
	Iteration 38Q: 3 clusters Score -4321973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -4321977.500000 Penalty: 12143.355469
	Iteration 39Q: 3 clusters Score -4321978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -4321978.500000 Penalty: 12143.355469
	Iteration 40F: 3 clusters Score -4321978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -4321981.500000 Penalty: 12143.355469
	Iteration 41Q: 3 clusters Score -4321982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -4321978.000000 Penalty: 12143.355469
	Iteration 42Q: 3 clusters Score -4321978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -4321974.500000 Penalty: 12143.355469
	Iteration 43Q: 3 clusters Score -4321974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -4321971.500000 Penalty: 12143.355469
	Iteration 44Q: 3 clusters Score -4321972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -4321976.500000 Penalty: 12143.355469
	Iteration 45Q: 3 clusters Score -4321976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -4321978.500000 Penalty: 12143.355469
	Iteration 46Q: 3 clusters Score -4321978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -4321978.500000 Penalty: 12143.355469
	Iteration 47Q: 3 clusters Score -4321978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -4321975.000000 Penalty: 12143.355469
	Iteration 48Q: 3 clusters Score -4321975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -4321981.000000 Penalty: 12143.355469
	Iteration 49Q: 3 clusters Score -4321981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -4321977.000000 Penalty: 12143.355469
	Iteration 50Q: 3 clusters Score -4321977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -4321982.000000 Penalty: 12143.355469
	Iteration 51Q: 3 clusters Score -4321982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -4321980.000000 Penalty: 12143.355469
	Iteration 52Q: 3 clusters Score -4321980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -4321978.500000 Penalty: 12143.355469
	Iteration 53Q: 3 clusters Score -4321978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -4321980.500000 Penalty: 12143.355469
	Iteration 54Q: 3 clusters Score -4321980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -4321979.000000 Penalty: 12143.355469
	Iteration 55Q: 3 clusters Score -4321979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -4321978.000000 Penalty: 12143.355469
	Iteration 56Q: 3 clusters Score -4321978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -4321977.500000 Penalty: 12143.355469
	Iteration 57Q: 3 clusters Score -4321978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -4321977.500000 Penalty: 12143.355469
	Iteration 58F: 3 clusters Score -4321978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (53452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53452 members 
Entering Unmasked Estep 
Score: -11951270.000000 Penalty: 6668.005371
	Iteration 0F: 2 clusters Score -1.195127e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26766 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
Score: -11913245.000000 Penalty: 13336.010742
	Iteration 0F: 3 clusters Score -1.191324e+07 nChanged 23530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26840 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -11925934.000000 Penalty: 13336.010742
	Iteration 1F: 3 clusters Score -1.192593e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26840 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -11927016.000000 Penalty: 13336.010742
	Iteration 2F: 3 clusters Score -1.192702e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -11928120.000000 Penalty: 13336.010742
	Iteration 3Q: 3 clusters Score -1.192812e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 26779 members 
Entering Unmasked Estep 
Score: -11929494.000000 Penalty: 13336.010742
	Iteration 4Q: 3 clusters Score -1.192949e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 27082 members 
Entering Unmasked Estep 
Score: -11931358.000000 Penalty: 13336.010742
	Iteration 5F: 3 clusters Score -1.193136e+07 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25925 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -11933819.000000 Penalty: 13336.010742
	Iteration 6F: 3 clusters Score -1.193382e+07 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
Score: -11936946.000000 Penalty: 13336.010742
	Iteration 7F: 3 clusters Score -1.193695e+07 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 28190 members 
Entering Unmasked Estep 
Score: -11940524.000000 Penalty: 13336.010742
	Iteration 8F: 3 clusters Score -1.194052e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 28190 members 
Entering Unmasked Estep 
Score: -11943559.000000 Penalty: 13336.010742
	Iteration 9F: 3 clusters Score -1.194356e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 28121 members 
Entering Unmasked Estep 
Score: -11945291.000000 Penalty: 13336.010742
	Iteration 10Q: 3 clusters Score -1.194529e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25393 members 
Mstep: Class 2 contains 28059 members 
Entering Unmasked Estep 
Score: -11946075.000000 Penalty: 13336.010742
	Iteration 11Q: 3 clusters Score -1.194608e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 28041 members 
Entering Unmasked Estep 
Score: -11946395.000000 Penalty: 13336.010742
	Iteration 12Q: 3 clusters Score -1.19464e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25387 members 
Mstep: Class 2 contains 28065 members 
Entering Unmasked Estep 
Score: -11946502.000000 Penalty: 13336.010742
	Iteration 13Q: 3 clusters Score -1.19465e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25336 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -11946624.000000 Penalty: 13336.010742
	Iteration 14Q: 3 clusters Score -1.194662e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 28188 members 
Entering Unmasked Estep 
Score: -11946662.000000 Penalty: 13336.010742
	Iteration 15Q: 3 clusters Score -1.194666e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 28243 members 
Entering Unmasked Estep 
Score: -11946715.000000 Penalty: 13336.010742
	Iteration 16Q: 3 clusters Score -1.194672e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 28322 members 
Entering Unmasked Estep 
Score: -11946786.000000 Penalty: 13336.010742
	Iteration 17Q: 3 clusters Score -1.194679e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -11946812.000000 Penalty: 13336.010742
	Iteration 18Q: 3 clusters Score -1.194681e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 28540 members 
Entering Unmasked Estep 
Score: -11946858.000000 Penalty: 13336.010742
	Iteration 19Q: 3 clusters Score -1.194686e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 28663 members 
Entering Unmasked Estep 
Score: -11946856.000000 Penalty: 13336.010742
	Iteration 20F: 3 clusters Score -1.194686e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 28810 members 
Entering Unmasked Estep 
Score: -11946932.000000 Penalty: 13336.010742
	Iteration 21Q: 3 clusters Score -1.194693e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 28956 members 
Entering Unmasked Estep 
Score: -11946963.000000 Penalty: 13336.010742
	Iteration 22Q: 3 clusters Score -1.194696e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24338 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -11947005.000000 Penalty: 13336.010742
	Iteration 23Q: 3 clusters Score -1.1947e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 29237 members 
Entering Unmasked Estep 
Score: -11947061.000000 Penalty: 13336.010742
	Iteration 24Q: 3 clusters Score -1.194706e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 29355 members 
Entering Unmasked Estep 
Score: -11947072.000000 Penalty: 13336.010742
	Iteration 25Q: 3 clusters Score -1.194707e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 29470 members 
Entering Unmasked Estep 
Score: -11947114.000000 Penalty: 13336.010742
	Iteration 26Q: 3 clusters Score -1.194711e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 29591 members 
Entering Unmasked Estep 
Score: -11947129.000000 Penalty: 13336.010742
	Iteration 27Q: 3 clusters Score -1.194713e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 29695 members 
Entering Unmasked Estep 
Score: -11947158.000000 Penalty: 13336.010742
	Iteration 28Q: 3 clusters Score -1.194716e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 29782 members 
Entering Unmasked Estep 
Score: -11947185.000000 Penalty: 13336.010742
	Iteration 29Q: 3 clusters Score -1.194718e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 29860 members 
Entering Unmasked Estep 
Score: -11947201.000000 Penalty: 13336.010742
	Iteration 30Q: 3 clusters Score -1.19472e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 29939 members 
Entering Unmasked Estep 
Score: -11947189.000000 Penalty: 13336.010742
	Iteration 31Q: 3 clusters Score -1.194719e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 30036 members 
Entering Unmasked Estep 
Score: -11947195.000000 Penalty: 13336.010742
	Iteration 32Q: 3 clusters Score -1.19472e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -11947204.000000 Penalty: 13336.010742
	Iteration 33Q: 3 clusters Score -1.19472e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 30259 members 
Entering Unmasked Estep 
Score: -11947228.000000 Penalty: 13336.010742
	Iteration 34Q: 3 clusters Score -1.194723e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 30379 members 
Entering Unmasked Estep 
Score: -11947234.000000 Penalty: 13336.010742
	Iteration 35Q: 3 clusters Score -1.194723e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 30477 members 
Entering Unmasked Estep 
Score: -11947240.000000 Penalty: 13336.010742
	Iteration 36Q: 3 clusters Score -1.194724e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 30575 members 
Entering Unmasked Estep 
Score: -11947244.000000 Penalty: 13336.010742
	Iteration 37Q: 3 clusters Score -1.194724e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 30670 members 
Entering Unmasked Estep 
Score: -11947239.000000 Penalty: 13336.010742
	Iteration 38Q: 3 clusters Score -1.194724e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 30766 members 
Entering Unmasked Estep 
Score: -11947267.000000 Penalty: 13336.010742
	Iteration 39Q: 3 clusters Score -1.194727e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 30862 members 
Entering Unmasked Estep 
Score: -11947292.000000 Penalty: 13336.010742
	Iteration 40F: 3 clusters Score -1.194729e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 30958 members 
Entering Unmasked Estep 
Score: -11947327.000000 Penalty: 13336.010742
	Iteration 41Q: 3 clusters Score -1.194733e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 31062 members 
Entering Unmasked Estep 
Score: -11947322.000000 Penalty: 13336.010742
	Iteration 42Q: 3 clusters Score -1.194732e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 31152 members 
Entering Unmasked Estep 
Score: -11947366.000000 Penalty: 13336.010742
	Iteration 43Q: 3 clusters Score -1.194737e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 31238 members 
Entering Unmasked Estep 
Score: -11947362.000000 Penalty: 13336.010742
	Iteration 44Q: 3 clusters Score -1.194736e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 31311 members 
Entering Unmasked Estep 
Score: -11947382.000000 Penalty: 13336.010742
	Iteration 45Q: 3 clusters Score -1.194738e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 31381 members 
Entering Unmasked Estep 
Score: -11947398.000000 Penalty: 13336.010742
	Iteration 46Q: 3 clusters Score -1.19474e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 31467 members 
Entering Unmasked Estep 
Score: -11947409.000000 Penalty: 13336.010742
	Iteration 47Q: 3 clusters Score -1.194741e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 31553 members 
Entering Unmasked Estep 
Score: -11947389.000000 Penalty: 13336.010742
	Iteration 48Q: 3 clusters Score -1.194739e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -11947396.000000 Penalty: 13336.010742
	Iteration 49Q: 3 clusters Score -1.19474e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 31727 members 
Entering Unmasked Estep 
Score: -11947447.000000 Penalty: 13336.010742
	Iteration 50Q: 3 clusters Score -1.194745e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 31809 members 
Entering Unmasked Estep 
Score: -11947459.000000 Penalty: 13336.010742
	Iteration 51Q: 3 clusters Score -1.194746e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 31911 members 
Entering Unmasked Estep 
Score: -11947498.000000 Penalty: 13336.010742
	Iteration 52Q: 3 clusters Score -1.19475e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 32031 members 
Entering Unmasked Estep 
Score: -11947499.000000 Penalty: 13336.010742
	Iteration 53Q: 3 clusters Score -1.19475e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 32140 members 
Entering Unmasked Estep 
Score: -11947489.000000 Penalty: 13336.010742
	Iteration 54Q: 3 clusters Score -1.194749e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 32235 members 
Entering Unmasked Estep 
Score: -11947483.000000 Penalty: 13336.010742
	Iteration 55Q: 3 clusters Score -1.194748e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 32323 members 
Entering Unmasked Estep 
Score: -11947530.000000 Penalty: 13336.010742
	Iteration 56Q: 3 clusters Score -1.194753e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 32426 members 
Entering Unmasked Estep 
Score: -11947542.000000 Penalty: 13336.010742
	Iteration 57Q: 3 clusters Score -1.194754e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 32538 members 
Entering Unmasked Estep 
Score: -11947574.000000 Penalty: 13336.010742
	Iteration 58Q: 3 clusters Score -1.194757e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 32656 members 
Entering Unmasked Estep 
Score: -11947606.000000 Penalty: 13336.010742
	Iteration 59Q: 3 clusters Score -1.194761e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 32778 members 
Entering Unmasked Estep 
Score: -11947611.000000 Penalty: 13336.010742
	Iteration 60F: 3 clusters Score -1.194761e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 32902 members 
Entering Unmasked Estep 
Score: -11947638.000000 Penalty: 13336.010742
	Iteration 61Q: 3 clusters Score -1.194764e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 32990 members 
Entering Unmasked Estep 
Score: -11947644.000000 Penalty: 13336.010742
	Iteration 62Q: 3 clusters Score -1.194764e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 33070 members 
Entering Unmasked Estep 
Score: -11947672.000000 Penalty: 13336.010742
	Iteration 63Q: 3 clusters Score -1.194767e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 33156 members 
Entering Unmasked Estep 
Score: -11947668.000000 Penalty: 13336.010742
	Iteration 64Q: 3 clusters Score -1.194767e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 33221 members 
Entering Unmasked Estep 
Score: -11947674.000000 Penalty: 13336.010742
	Iteration 65Q: 3 clusters Score -1.194767e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 33286 members 
Entering Unmasked Estep 
Score: -11947679.000000 Penalty: 13336.010742
	Iteration 66Q: 3 clusters Score -1.194768e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 33332 members 
Entering Unmasked Estep 
Score: -11947678.000000 Penalty: 13336.010742
	Iteration 67Q: 3 clusters Score -1.194768e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 33376 members 
Entering Unmasked Estep 
Score: -11947693.000000 Penalty: 13336.010742
	Iteration 68Q: 3 clusters Score -1.194769e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 33428 members 
Entering Unmasked Estep 
Score: -11947694.000000 Penalty: 13336.010742
	Iteration 69Q: 3 clusters Score -1.194769e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 33485 members 
Entering Unmasked Estep 
Score: -11947733.000000 Penalty: 13336.010742
	Iteration 70Q: 3 clusters Score -1.194773e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -11947742.000000 Penalty: 13336.010742
	Iteration 71Q: 3 clusters Score -1.194774e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 33597 members 
Entering Unmasked Estep 
Score: -11947772.000000 Penalty: 13336.010742
	Iteration 72Q: 3 clusters Score -1.194777e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 33640 members 
Entering Unmasked Estep 
Score: -11947751.000000 Penalty: 13336.010742
	Iteration 73Q: 3 clusters Score -1.194775e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 33683 members 
Entering Unmasked Estep 
Score: -11947741.000000 Penalty: 13336.010742
	Iteration 74Q: 3 clusters Score -1.194774e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 33726 members 
Entering Unmasked Estep 
Score: -11947763.000000 Penalty: 13336.010742
	Iteration 75Q: 3 clusters Score -1.194776e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 33768 members 
Entering Unmasked Estep 
Score: -11947739.000000 Penalty: 13336.010742
	Iteration 76Q: 3 clusters Score -1.194774e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 33811 members 
Entering Unmasked Estep 
Score: -11947752.000000 Penalty: 13336.010742
	Iteration 77Q: 3 clusters Score -1.194775e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 33858 members 
Entering Unmasked Estep 
Score: -11947771.000000 Penalty: 13336.010742
	Iteration 78Q: 3 clusters Score -1.194777e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 33904 members 
Entering Unmasked Estep 
Score: -11947784.000000 Penalty: 13336.010742
	Iteration 79Q: 3 clusters Score -1.194778e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 33958 members 
Entering Unmasked Estep 
Score: -11947773.000000 Penalty: 13336.010742
	Iteration 80F: 3 clusters Score -1.194777e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 34007 members 
Entering Unmasked Estep 
Score: -11947781.000000 Penalty: 13336.010742
	Iteration 81Q: 3 clusters Score -1.194778e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 34049 members 
Entering Unmasked Estep 
Score: -11947775.000000 Penalty: 13336.010742
	Iteration 82Q: 3 clusters Score -1.194778e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 34088 members 
Entering Unmasked Estep 
Score: -11947764.000000 Penalty: 13336.010742
	Iteration 83Q: 3 clusters Score -1.194776e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 34121 members 
Entering Unmasked Estep 
Score: -11947780.000000 Penalty: 13336.010742
	Iteration 84Q: 3 clusters Score -1.194778e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 34150 members 
Entering Unmasked Estep 
Score: -11947819.000000 Penalty: 13336.010742
	Iteration 85Q: 3 clusters Score -1.194782e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 34184 members 
Entering Unmasked Estep 
Score: -11947808.000000 Penalty: 13336.010742
	Iteration 86Q: 3 clusters Score -1.194781e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 34220 members 
Entering Unmasked Estep 
Score: -11947813.000000 Penalty: 13336.010742
	Iteration 87Q: 3 clusters Score -1.194781e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 34268 members 
Entering Unmasked Estep 
Score: -11947850.000000 Penalty: 13336.010742
	Iteration 88Q: 3 clusters Score -1.194785e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 34316 members 
Entering Unmasked Estep 
Score: -11947848.000000 Penalty: 13336.010742
	Iteration 89Q: 3 clusters Score -1.194785e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 34385 members 
Entering Unmasked Estep 
Score: -11947836.000000 Penalty: 13336.010742
	Iteration 90Q: 3 clusters Score -1.194784e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 34453 members 
Entering Unmasked Estep 
Score: -11947847.000000 Penalty: 13336.010742
	Iteration 91Q: 3 clusters Score -1.194785e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 34551 members 
Entering Unmasked Estep 
Score: -11947848.000000 Penalty: 13336.010742
	Iteration 92Q: 3 clusters Score -1.194785e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 34653 members 
Entering Unmasked Estep 
Score: -11947874.000000 Penalty: 13336.010742
	Iteration 93Q: 3 clusters Score -1.194787e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 34773 members 
Entering Unmasked Estep 
Score: -11947876.000000 Penalty: 13336.010742
	Iteration 94Q: 3 clusters Score -1.194788e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 34883 members 
Entering Unmasked Estep 
Score: -11947915.000000 Penalty: 13336.010742
	Iteration 95Q: 3 clusters Score -1.194792e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 34992 members 
Entering Unmasked Estep 
Score: -11947925.000000 Penalty: 13336.010742
	Iteration 96Q: 3 clusters Score -1.194792e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 35082 members 
Entering Unmasked Estep 
Score: -11947918.000000 Penalty: 13336.010742
	Iteration 97Q: 3 clusters Score -1.194792e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 35171 members 
Entering Unmasked Estep 
Score: -11947945.000000 Penalty: 13336.010742
	Iteration 98Q: 3 clusters Score -1.194794e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 35260 members 
Entering Unmasked Estep 
Score: -11947982.000000 Penalty: 13336.010742
	Iteration 99Q: 3 clusters Score -1.194798e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 35334 members 
Entering Unmasked Estep 
Score: -11947982.000000 Penalty: 13336.010742
	Iteration 100F: 3 clusters Score -1.194798e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 35408 members 
Entering Unmasked Estep 
Score: -11947988.000000 Penalty: 13336.010742
	Iteration 101Q: 3 clusters Score -1.194799e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 35504 members 
Entering Unmasked Estep 
Score: -11948001.000000 Penalty: 13336.010742
	Iteration 102Q: 3 clusters Score -1.1948e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 35608 members 
Entering Unmasked Estep 
Score: -11948026.000000 Penalty: 13336.010742
	Iteration 103Q: 3 clusters Score -1.194803e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 35712 members 
Entering Unmasked Estep 
Score: -11948044.000000 Penalty: 13336.010742
	Iteration 104Q: 3 clusters Score -1.194804e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 35809 members 
Entering Unmasked Estep 
Score: -11948091.000000 Penalty: 13336.010742
	Iteration 105Q: 3 clusters Score -1.194809e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 35902 members 
Entering Unmasked Estep 
Score: -11948100.000000 Penalty: 13336.010742
	Iteration 106Q: 3 clusters Score -1.19481e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 36001 members 
Entering Unmasked Estep 
Score: -11948131.000000 Penalty: 13336.010742
	Iteration 107Q: 3 clusters Score -1.194813e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 36114 members 
Entering Unmasked Estep 
Score: -11948138.000000 Penalty: 13336.010742
	Iteration 108Q: 3 clusters Score -1.194814e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 36235 members 
Entering Unmasked Estep 
Score: -11948171.000000 Penalty: 13336.010742
	Iteration 109Q: 3 clusters Score -1.194817e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 36364 members 
Entering Unmasked Estep 
Score: -11948156.000000 Penalty: 13336.010742
	Iteration 110Q: 3 clusters Score -1.194816e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 36470 members 
Entering Unmasked Estep 
Score: -11948180.000000 Penalty: 13336.010742
	Iteration 111Q: 3 clusters Score -1.194818e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 36584 members 
Entering Unmasked Estep 
Score: -11948205.000000 Penalty: 13336.010742
	Iteration 112Q: 3 clusters Score -1.19482e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 36682 members 
Entering Unmasked Estep 
Score: -11948211.000000 Penalty: 13336.010742
	Iteration 113Q: 3 clusters Score -1.194821e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 36795 members 
Entering Unmasked Estep 
Score: -11948213.000000 Penalty: 13336.010742
	Iteration 114Q: 3 clusters Score -1.194821e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 36895 members 
Entering Unmasked Estep 
Score: -11948224.000000 Penalty: 13336.010742
	Iteration 115Q: 3 clusters Score -1.194822e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 36977 members 
Entering Unmasked Estep 
Score: -11948246.000000 Penalty: 13336.010742
	Iteration 116Q: 3 clusters Score -1.194825e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 37064 members 
Entering Unmasked Estep 
Score: -11948267.000000 Penalty: 13336.010742
	Iteration 117Q: 3 clusters Score -1.194827e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 37175 members 
Entering Unmasked Estep 
Score: -11948285.000000 Penalty: 13336.010742
	Iteration 118Q: 3 clusters Score -1.194828e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -11948293.000000 Penalty: 13336.010742
	Iteration 119Q: 3 clusters Score -1.194829e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 37379 members 
Entering Unmasked Estep 
Score: -11948330.000000 Penalty: 13336.010742
	Iteration 120F: 3 clusters Score -1.194833e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 37497 members 
Entering Unmasked Estep 
Score: -11948372.000000 Penalty: 13336.010742
	Iteration 121Q: 3 clusters Score -1.194837e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 37647 members 
Entering Unmasked Estep 
Score: -11948344.000000 Penalty: 13336.010742
	Iteration 122Q: 3 clusters Score -1.194834e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 37841 members 
Entering Unmasked Estep 
Score: -11948402.000000 Penalty: 13336.010742
	Iteration 123Q: 3 clusters Score -1.19484e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 38045 members 
Entering Unmasked Estep 
Score: -11948468.000000 Penalty: 13336.010742
	Iteration 124Q: 3 clusters Score -1.194847e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 38222 members 
Entering Unmasked Estep 
Score: -11948523.000000 Penalty: 13336.010742
	Iteration 125Q: 3 clusters Score -1.194852e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 38427 members 
Entering Unmasked Estep 
Score: -11948564.000000 Penalty: 13336.010742
	Iteration 126Q: 3 clusters Score -1.194856e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 38624 members 
Entering Unmasked Estep 
Score: -11948680.000000 Penalty: 13336.010742
	Iteration 127Q: 3 clusters Score -1.194868e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 38820 members 
Entering Unmasked Estep 
Score: -11948695.000000 Penalty: 13336.010742
	Iteration 128Q: 3 clusters Score -1.19487e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 39002 members 
Entering Unmasked Estep 
Score: -11948729.000000 Penalty: 13336.010742
	Iteration 129Q: 3 clusters Score -1.194873e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 39192 members 
Entering Unmasked Estep 
Score: -11948788.000000 Penalty: 13336.010742
	Iteration 130Q: 3 clusters Score -1.194879e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 39372 members 
Entering Unmasked Estep 
Score: -11948859.000000 Penalty: 13336.010742
	Iteration 131Q: 3 clusters Score -1.194886e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 39583 members 
Entering Unmasked Estep 
Score: -11948880.000000 Penalty: 13336.010742
	Iteration 132Q: 3 clusters Score -1.194888e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 39768 members 
Entering Unmasked Estep 
Score: -11948932.000000 Penalty: 13336.010742
	Iteration 133Q: 3 clusters Score -1.194893e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 39950 members 
Entering Unmasked Estep 
Score: -11948988.000000 Penalty: 13336.010742
	Iteration 134Q: 3 clusters Score -1.194899e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 40132 members 
Entering Unmasked Estep 
Score: -11949023.000000 Penalty: 13336.010742
	Iteration 135Q: 3 clusters Score -1.194902e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 40310 members 
Entering Unmasked Estep 
Score: -11949082.000000 Penalty: 13336.010742
	Iteration 136Q: 3 clusters Score -1.194908e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 40515 members 
Entering Unmasked Estep 
Score: -11949151.000000 Penalty: 13336.010742
	Iteration 137Q: 3 clusters Score -1.194915e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 40708 members 
Entering Unmasked Estep 
Score: -11949220.000000 Penalty: 13336.010742
	Iteration 138Q: 3 clusters Score -1.194922e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 40914 members 
Entering Unmasked Estep 
Score: -11949316.000000 Penalty: 13336.010742
	Iteration 139Q: 3 clusters Score -1.194932e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 41105 members 
Entering Unmasked Estep 
Score: -11949410.000000 Penalty: 13336.010742
	Iteration 140F: 3 clusters Score -1.194941e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 41309 members 
Entering Unmasked Estep 
Score: -11949526.000000 Penalty: 13336.010742
	Iteration 141Q: 3 clusters Score -1.194953e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 41485 members 
Entering Unmasked Estep 
Score: -11949619.000000 Penalty: 13336.010742
	Iteration 142Q: 3 clusters Score -1.194962e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 41673 members 
Entering Unmasked Estep 
Score: -11949703.000000 Penalty: 13336.010742
	Iteration 143Q: 3 clusters Score -1.19497e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 41843 members 
Entering Unmasked Estep 
Score: -11949817.000000 Penalty: 13336.010742
	Iteration 144Q: 3 clusters Score -1.194982e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 41994 members 
Entering Unmasked Estep 
Score: -11949890.000000 Penalty: 13336.010742
	Iteration 145Q: 3 clusters Score -1.194989e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 42120 members 
Entering Unmasked Estep 
Score: -11949918.000000 Penalty: 13336.010742
	Iteration 146Q: 3 clusters Score -1.194992e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 42226 members 
Entering Unmasked Estep 
Score: -11949981.000000 Penalty: 13336.010742
	Iteration 147Q: 3 clusters Score -1.194998e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 42318 members 
Entering Unmasked Estep 
Score: -11949986.000000 Penalty: 13336.010742
	Iteration 148Q: 3 clusters Score -1.194999e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 42376 members 
Entering Unmasked Estep 
Score: -11950026.000000 Penalty: 13336.010742
	Iteration 149Q: 3 clusters Score -1.195003e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 42413 members 
Entering Unmasked Estep 
Score: -11950010.000000 Penalty: 13336.010742
	Iteration 150Q: 3 clusters Score -1.195001e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 42444 members 
Entering Unmasked Estep 
Score: -11950014.000000 Penalty: 13336.010742
	Iteration 151Q: 3 clusters Score -1.195001e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 42480 members 
Entering Unmasked Estep 
Score: -11950008.000000 Penalty: 13336.010742
	Iteration 152Q: 3 clusters Score -1.195001e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 42498 members 
Entering Unmasked Estep 
Score: -11950003.000000 Penalty: 13336.010742
	Iteration 153Q: 3 clusters Score -1.195e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 42512 members 
Entering Unmasked Estep 
Score: -11950015.000000 Penalty: 13336.010742
	Iteration 154Q: 3 clusters Score -1.195002e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 42526 members 
Entering Unmasked Estep 
Score: -11950019.000000 Penalty: 13336.010742
	Iteration 155Q: 3 clusters Score -1.195002e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 42540 members 
Entering Unmasked Estep 
Score: -11950016.000000 Penalty: 13336.010742
	Iteration 156Q: 3 clusters Score -1.195002e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 42558 members 
Entering Unmasked Estep 
Score: -11950028.000000 Penalty: 13336.010742
	Iteration 157Q: 3 clusters Score -1.195003e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 42566 members 
Entering Unmasked Estep 
Score: -11950029.000000 Penalty: 13336.010742
	Iteration 158Q: 3 clusters Score -1.195003e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 42573 members 
Entering Unmasked Estep 
Score: -11950024.000000 Penalty: 13336.010742
	Iteration 159Q: 3 clusters Score -1.195002e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 42580 members 
Entering Unmasked Estep 
Score: -11950023.000000 Penalty: 13336.010742
	Iteration 160F: 3 clusters Score -1.195002e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 42587 members 
Entering Unmasked Estep 
Score: -11950019.000000 Penalty: 13336.010742
	Iteration 161Q: 3 clusters Score -1.195002e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 42594 members 
Entering Unmasked Estep 
Score: -11950014.000000 Penalty: 13336.010742
	Iteration 162Q: 3 clusters Score -1.195001e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 42598 members 
Entering Unmasked Estep 
Score: -11950001.000000 Penalty: 13336.010742
	Iteration 163Q: 3 clusters Score -1.195e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 42600 members 
Entering Unmasked Estep 
Score: -11950003.000000 Penalty: 13336.010742
	Iteration 164Q: 3 clusters Score -1.195e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 42601 members 
Entering Unmasked Estep 
Score: -11950002.000000 Penalty: 13336.010742
	Iteration 165Q: 3 clusters Score -1.195e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 42603 members 
Entering Unmasked Estep 
Score: -11949998.000000 Penalty: 13336.010742
	Iteration 166Q: 3 clusters Score -1.195e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 42603 members 
Entering Unmasked Estep 
Score: -11949998.000000 Penalty: 13336.010742
	Iteration 167F: 3 clusters Score -1.195e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (16826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Entering Unmasked Estep 
Score: -3632509.250000 Penalty: 5960.041992
	Iteration 0F: 2 clusters Score -3632509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -3618063.000000 Penalty: 11920.083984
	Iteration 0F: 3 clusters Score -3618063 nChanged 6618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -3621757.750000 Penalty: 11920.083984
	Iteration 1F: 3 clusters Score -3621758 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -3622415.500000 Penalty: 11920.083984
	Iteration 2F: 3 clusters Score -3622416 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -3622886.250000 Penalty: 11920.083984
	Iteration 3F: 3 clusters Score -3622886 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -3623280.500000 Penalty: 11920.083984
	Iteration 4Q: 3 clusters Score -3623280 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -3623590.750000 Penalty: 11920.083984
	Iteration 5Q: 3 clusters Score -3623591 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -3623859.500000 Penalty: 11920.083984
	Iteration 6Q: 3 clusters Score -3623860 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -3624102.000000 Penalty: 11920.083984
	Iteration 7Q: 3 clusters Score -3624102 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -3624305.750000 Penalty: 11920.083984
	Iteration 8Q: 3 clusters Score -3624306 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -3624445.250000 Penalty: 11920.083984
	Iteration 9Q: 3 clusters Score -3624445 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -3624621.750000 Penalty: 11920.083984
	Iteration 10Q: 3 clusters Score -3624622 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -3624758.250000 Penalty: 11920.083984
	Iteration 11Q: 3 clusters Score -3624758 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -3624899.250000 Penalty: 11920.083984
	Iteration 12Q: 3 clusters Score -3624899 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -3625056.500000 Penalty: 11920.083984
	Iteration 13Q: 3 clusters Score -3625056 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -3625215.750000 Penalty: 11920.083984
	Iteration 14Q: 3 clusters Score -3625216 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -3625358.500000 Penalty: 11920.083984
	Iteration 15Q: 3 clusters Score -3625358 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -3625545.500000 Penalty: 11920.083984
	Iteration 16Q: 3 clusters Score -3625546 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -3625739.500000 Penalty: 11920.083984
	Iteration 17Q: 3 clusters Score -3625740 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -3626001.000000 Penalty: 11920.083984
	Iteration 18Q: 3 clusters Score -3626001 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -3626193.000000 Penalty: 11920.083984
	Iteration 19Q: 3 clusters Score -3626193 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -3626352.750000 Penalty: 11920.083984
	Iteration 20F: 3 clusters Score -3626353 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -3626518.500000 Penalty: 11920.083984
	Iteration 21Q: 3 clusters Score -3626518 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -3626688.750000 Penalty: 11920.083984
	Iteration 22Q: 3 clusters Score -3626689 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -3626836.500000 Penalty: 11920.083984
	Iteration 23Q: 3 clusters Score -3626836 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -3626983.500000 Penalty: 11920.083984
	Iteration 24Q: 3 clusters Score -3626984 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -3627142.250000 Penalty: 11920.083984
	Iteration 25Q: 3 clusters Score -3627142 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -3627255.000000 Penalty: 11920.083984
	Iteration 26Q: 3 clusters Score -3627255 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -3627350.750000 Penalty: 11920.083984
	Iteration 27Q: 3 clusters Score -3627351 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -3627443.500000 Penalty: 11920.083984
	Iteration 28Q: 3 clusters Score -3627444 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -3627498.500000 Penalty: 11920.083984
	Iteration 29Q: 3 clusters Score -3627498 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -3627549.250000 Penalty: 11920.083984
	Iteration 30Q: 3 clusters Score -3627549 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -3627609.750000 Penalty: 11920.083984
	Iteration 31Q: 3 clusters Score -3627610 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -3627650.250000 Penalty: 11920.083984
	Iteration 32Q: 3 clusters Score -3627650 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -3627692.750000 Penalty: 11920.083984
	Iteration 33Q: 3 clusters Score -3627693 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -3627737.000000 Penalty: 11920.083984
	Iteration 34Q: 3 clusters Score -3627737 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -3627790.750000 Penalty: 11920.083984
	Iteration 35Q: 3 clusters Score -3627791 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -3627820.750000 Penalty: 11920.083984
	Iteration 36Q: 3 clusters Score -3627821 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -3627860.250000 Penalty: 11920.083984
	Iteration 37Q: 3 clusters Score -3627860 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -3627891.250000 Penalty: 11920.083984
	Iteration 38Q: 3 clusters Score -3627891 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -3627926.250000 Penalty: 11920.083984
	Iteration 39Q: 3 clusters Score -3627926 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -3627956.250000 Penalty: 11920.083984
	Iteration 40F: 3 clusters Score -3627956 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -3627996.500000 Penalty: 11920.083984
	Iteration 41Q: 3 clusters Score -3627996 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -3628029.500000 Penalty: 11920.083984
	Iteration 42Q: 3 clusters Score -3628030 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -3628042.500000 Penalty: 11920.083984
	Iteration 43Q: 3 clusters Score -3628042 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -3628078.250000 Penalty: 11920.083984
	Iteration 44Q: 3 clusters Score -3628078 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -3628112.000000 Penalty: 11920.083984
	Iteration 45Q: 3 clusters Score -3628112 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -3628151.750000 Penalty: 11920.083984
	Iteration 46Q: 3 clusters Score -3628152 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -3628184.000000 Penalty: 11920.083984
	Iteration 47Q: 3 clusters Score -3628184 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -3628209.250000 Penalty: 11920.083984
	Iteration 48Q: 3 clusters Score -3628209 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -3628240.500000 Penalty: 11920.083984
	Iteration 49Q: 3 clusters Score -3628240 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -3628294.750000 Penalty: 11920.083984
	Iteration 50Q: 3 clusters Score -3628295 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -3628348.000000 Penalty: 11920.083984
	Iteration 51Q: 3 clusters Score -3628348 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -3628397.000000 Penalty: 11920.083984
	Iteration 52Q: 3 clusters Score -3628397 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -3628463.500000 Penalty: 11920.083984
	Iteration 53Q: 3 clusters Score -3628464 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -3628562.250000 Penalty: 11920.083984
	Iteration 54Q: 3 clusters Score -3628562 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -3628684.750000 Penalty: 11920.083984
	Iteration 55Q: 3 clusters Score -3628685 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -3628781.250000 Penalty: 11920.083984
	Iteration 56Q: 3 clusters Score -3628781 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -3628881.750000 Penalty: 11920.083984
	Iteration 57Q: 3 clusters Score -3628882 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -3628928.000000 Penalty: 11920.083984
	Iteration 58Q: 3 clusters Score -3628928 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -3628958.500000 Penalty: 11920.083984
	Iteration 59Q: 3 clusters Score -3628958 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -3628972.000000 Penalty: 11920.083984
	Iteration 60F: 3 clusters Score -3628972 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -3628978.250000 Penalty: 11920.083984
	Iteration 61Q: 3 clusters Score -3628978 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -3628990.500000 Penalty: 11920.083984
	Iteration 62Q: 3 clusters Score -3628990 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -3628985.250000 Penalty: 11920.083984
	Iteration 63Q: 3 clusters Score -3628985 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -3628992.000000 Penalty: 11920.083984
	Iteration 64Q: 3 clusters Score -3628992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -3628997.000000 Penalty: 11920.083984
	Iteration 65Q: 3 clusters Score -3628997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -3628991.750000 Penalty: 11920.083984
	Iteration 66Q: 3 clusters Score -3628992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -3628992.500000 Penalty: 11920.083984
	Iteration 67Q: 3 clusters Score -3628992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -3628994.750000 Penalty: 11920.083984
	Iteration 68Q: 3 clusters Score -3628995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -3628993.000000 Penalty: 11920.083984
	Iteration 69Q: 3 clusters Score -3628993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -3629000.750000 Penalty: 11920.083984
	Iteration 70Q: 3 clusters Score -3629001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -3628995.750000 Penalty: 11920.083984
	Iteration 71Q: 3 clusters Score -3628996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -3628995.750000 Penalty: 11920.083984
	Iteration 72F: 3 clusters Score -3628996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -252525.609375 Penalty: 4326.117188
	Iteration 0F: 2 clusters Score -252525.6 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 580 members 
Entering Unmasked Estep 
Score: -248258.718750 Penalty: 8652.234375
	Iteration 0F: 3 clusters Score -248258.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -248665.218750 Penalty: 8652.234375
	Iteration 1F: 3 clusters Score -248665.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -248801.562500 Penalty: 8652.234375
	Iteration 2Q: 3 clusters Score -248801.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -248887.140625 Penalty: 8652.234375
	Iteration 3Q: 3 clusters Score -248887.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -248951.562500 Penalty: 8652.234375
	Iteration 4Q: 3 clusters Score -248951.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -249029.406250 Penalty: 8652.234375
	Iteration 5Q: 3 clusters Score -249029.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -249135.781250 Penalty: 8652.234375
	Iteration 6Q: 3 clusters Score -249135.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -249334.000000 Penalty: 8652.234375
	Iteration 7Q: 3 clusters Score -249334 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -249554.765625 Penalty: 8652.234375
	Iteration 8Q: 3 clusters Score -249554.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -249620.531250 Penalty: 8652.234375
	Iteration 9Q: 3 clusters Score -249620.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -249642.875000 Penalty: 8652.234375
	Iteration 10Q: 3 clusters Score -249642.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -249656.203125 Penalty: 8652.234375
	Iteration 11Q: 3 clusters Score -249656.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -249663.578125 Penalty: 8652.234375
	Iteration 12Q: 3 clusters Score -249663.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -249670.265625 Penalty: 8652.234375
	Iteration 13Q: 3 clusters Score -249670.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -249676.609375 Penalty: 8652.234375
	Iteration 14Q: 3 clusters Score -249676.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -249676.609375 Penalty: 8652.234375
	Iteration 15F: 3 clusters Score -249676.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (44740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44740 members 
Entering Unmasked Estep 
Score: -10083196.000000 Penalty: 6559.031738
	Iteration 0F: 2 clusters Score -1.00832e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -10050989.000000 Penalty: 13118.063477
	Iteration 0F: 3 clusters Score -1.005099e+07 nChanged 19456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -10061322.000000 Penalty: 13118.063477
	Iteration 1F: 3 clusters Score -1.006132e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -10062480.000000 Penalty: 13118.063477
	Iteration 2F: 3 clusters Score -1.006248e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25267 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -10063585.000000 Penalty: 13118.063477
	Iteration 3F: 3 clusters Score -1.006358e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -10064637.000000 Penalty: 13118.063477
	Iteration 4F: 3 clusters Score -1.006464e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28259 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -10065929.000000 Penalty: 13118.063477
	Iteration 5F: 3 clusters Score -1.006593e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30293 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -10067628.000000 Penalty: 13118.063477
	Iteration 6F: 3 clusters Score -1.006763e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32612 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -10069611.000000 Penalty: 13118.063477
	Iteration 7F: 3 clusters Score -1.006961e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35038 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -10071722.000000 Penalty: 13118.063477
	Iteration 8F: 3 clusters Score -1.007172e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37158 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -10073652.000000 Penalty: 13118.063477
	Iteration 9F: 3 clusters Score -1.007365e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38881 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -10075161.000000 Penalty: 13118.063477
	Iteration 10Q: 3 clusters Score -1.007516e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40149 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -10076167.000000 Penalty: 13118.063477
	Iteration 11Q: 3 clusters Score -1.007617e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41023 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -10076834.000000 Penalty: 13118.063477
	Iteration 12Q: 3 clusters Score -1.007683e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41611 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -10077263.000000 Penalty: 13118.063477
	Iteration 13Q: 3 clusters Score -1.007726e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42002 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -10077469.000000 Penalty: 13118.063477
	Iteration 14Q: 3 clusters Score -1.007747e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42246 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -10077612.000000 Penalty: 13118.063477
	Iteration 15Q: 3 clusters Score -1.007761e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42422 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -10077757.000000 Penalty: 13118.063477
	Iteration 16Q: 3 clusters Score -1.007776e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42553 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -10077856.000000 Penalty: 13118.063477
	Iteration 17Q: 3 clusters Score -1.007786e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42644 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -10077896.000000 Penalty: 13118.063477
	Iteration 18Q: 3 clusters Score -1.00779e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42719 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -10077925.000000 Penalty: 13118.063477
	Iteration 19Q: 3 clusters Score -1.007792e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42766 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -10077967.000000 Penalty: 13118.063477
	Iteration 20F: 3 clusters Score -1.007797e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42809 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -10077988.000000 Penalty: 13118.063477
	Iteration 21Q: 3 clusters Score -1.007799e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42853 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -10078028.000000 Penalty: 13118.063477
	Iteration 22Q: 3 clusters Score -1.007803e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42886 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -10078037.000000 Penalty: 13118.063477
	Iteration 23Q: 3 clusters Score -1.007804e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42909 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -10078050.000000 Penalty: 13118.063477
	Iteration 24Q: 3 clusters Score -1.007805e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42925 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -10078061.000000 Penalty: 13118.063477
	Iteration 25Q: 3 clusters Score -1.007806e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42941 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -10078053.000000 Penalty: 13118.063477
	Iteration 26Q: 3 clusters Score -1.007805e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42955 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -10078072.000000 Penalty: 13118.063477
	Iteration 27Q: 3 clusters Score -1.007807e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42962 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -10078069.000000 Penalty: 13118.063477
	Iteration 28Q: 3 clusters Score -1.007807e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42970 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -10078077.000000 Penalty: 13118.063477
	Iteration 29Q: 3 clusters Score -1.007808e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42973 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -10078085.000000 Penalty: 13118.063477
	Iteration 30Q: 3 clusters Score -1.007808e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42980 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -10078084.000000 Penalty: 13118.063477
	Iteration 31Q: 3 clusters Score -1.007808e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42982 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -10078079.000000 Penalty: 13118.063477
	Iteration 32Q: 3 clusters Score -1.007808e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42984 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -10078074.000000 Penalty: 13118.063477
	Iteration 33Q: 3 clusters Score -1.007807e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42987 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -10078086.000000 Penalty: 13118.063477
	Iteration 34Q: 3 clusters Score -1.007809e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42995 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -10078095.000000 Penalty: 13118.063477
	Iteration 35Q: 3 clusters Score -1.00781e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42999 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -10078103.000000 Penalty: 13118.063477
	Iteration 36Q: 3 clusters Score -1.00781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43001 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -10078100.000000 Penalty: 13118.063477
	Iteration 37Q: 3 clusters Score -1.00781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43003 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -10078104.000000 Penalty: 13118.063477
	Iteration 38Q: 3 clusters Score -1.00781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43005 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -10078099.000000 Penalty: 13118.063477
	Iteration 39Q: 3 clusters Score -1.00781e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43008 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -10078091.000000 Penalty: 13118.063477
	Iteration 40F: 3 clusters Score -1.007809e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43013 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -10078080.000000 Penalty: 13118.063477
	Iteration 41Q: 3 clusters Score -1.007808e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43014 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -10078089.000000 Penalty: 13118.063477
	Iteration 42Q: 3 clusters Score -1.007809e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43014 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -10078088.000000 Penalty: 13118.063477
	Iteration 43Q: 3 clusters Score -1.007809e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43013 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -10078083.000000 Penalty: 13118.063477
	Iteration 44Q: 3 clusters Score -1.007808e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43013 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -10078083.000000 Penalty: 13118.063477
	Iteration 45F: 3 clusters Score -1.007808e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Entering Unmasked Estep 
Score: -1277413.500000 Penalty: 5325.690430
	Iteration 0F: 2 clusters Score -1277414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1269756.500000 Penalty: 10651.380859
	Iteration 0F: 3 clusters Score -1269756 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1271230.625000 Penalty: 10651.380859
	Iteration 1F: 3 clusters Score -1271231 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1271852.250000 Penalty: 10651.380859
	Iteration 2F: 3 clusters Score -1271852 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1272372.875000 Penalty: 10651.380859
	Iteration 3F: 3 clusters Score -1272373 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1272806.500000 Penalty: 10651.380859
	Iteration 4F: 3 clusters Score -1272806 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1273189.375000 Penalty: 10651.380859
	Iteration 5F: 3 clusters Score -1273189 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1273531.875000 Penalty: 10651.380859
	Iteration 6Q: 3 clusters Score -1273532 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1273789.125000 Penalty: 10651.380859
	Iteration 7Q: 3 clusters Score -1273789 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1273938.250000 Penalty: 10651.380859
	Iteration 8Q: 3 clusters Score -1273938 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1274023.250000 Penalty: 10651.380859
	Iteration 9Q: 3 clusters Score -1274023 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1274080.625000 Penalty: 10651.380859
	Iteration 10Q: 3 clusters Score -1274081 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1274121.875000 Penalty: 10651.380859
	Iteration 11Q: 3 clusters Score -1274122 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1274143.625000 Penalty: 10651.380859
	Iteration 12Q: 3 clusters Score -1274144 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1274173.000000 Penalty: 10651.380859
	Iteration 13Q: 3 clusters Score -1274173 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1274188.625000 Penalty: 10651.380859
	Iteration 14Q: 3 clusters Score -1274189 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1274208.125000 Penalty: 10651.380859
	Iteration 15Q: 3 clusters Score -1274208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1274220.250000 Penalty: 10651.380859
	Iteration 16Q: 3 clusters Score -1274220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1274229.750000 Penalty: 10651.380859
	Iteration 17Q: 3 clusters Score -1274230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1274235.500000 Penalty: 10651.380859
	Iteration 18Q: 3 clusters Score -1274236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1274241.125000 Penalty: 10651.380859
	Iteration 19Q: 3 clusters Score -1274241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1274248.625000 Penalty: 10651.380859
	Iteration 20F: 3 clusters Score -1274249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1274252.000000 Penalty: 10651.380859
	Iteration 21Q: 3 clusters Score -1274252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1274256.125000 Penalty: 10651.380859
	Iteration 22Q: 3 clusters Score -1274256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1274256.875000 Penalty: 10651.380859
	Iteration 23Q: 3 clusters Score -1274257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1274257.500000 Penalty: 10651.380859
	Iteration 24Q: 3 clusters Score -1274258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1274257.750000 Penalty: 10651.380859
	Iteration 25Q: 3 clusters Score -1274258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1274260.125000 Penalty: 10651.380859
	Iteration 26Q: 3 clusters Score -1274260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1274260.625000 Penalty: 10651.380859
	Iteration 27Q: 3 clusters Score -1274261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1274266.250000 Penalty: 10651.380859
	Iteration 28Q: 3 clusters Score -1274266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1274266.750000 Penalty: 10651.380859
	Iteration 29Q: 3 clusters Score -1274267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1274267.750000 Penalty: 10651.380859
	Iteration 30Q: 3 clusters Score -1274268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1274268.750000 Penalty: 10651.380859
	Iteration 31Q: 3 clusters Score -1274269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1274268.125000 Penalty: 10651.380859
	Iteration 32Q: 3 clusters Score -1274268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1274268.875000 Penalty: 10651.380859
	Iteration 33Q: 3 clusters Score -1274269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1274271.625000 Penalty: 10651.380859
	Iteration 34Q: 3 clusters Score -1274272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1274273.500000 Penalty: 10651.380859
	Iteration 35Q: 3 clusters Score -1274274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1274273.625000 Penalty: 10651.380859
	Iteration 36Q: 3 clusters Score -1274274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1274274.375000 Penalty: 10651.380859
	Iteration 37Q: 3 clusters Score -1274274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1274276.500000 Penalty: 10651.380859
	Iteration 38Q: 3 clusters Score -1274276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1274277.500000 Penalty: 10651.380859
	Iteration 39Q: 3 clusters Score -1274278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1274275.875000 Penalty: 10651.380859
	Iteration 40F: 3 clusters Score -1274276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1274276.750000 Penalty: 10651.380859
	Iteration 41Q: 3 clusters Score -1274277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1274276.750000 Penalty: 10651.380859
	Iteration 42F: 3 clusters Score -1274277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (29078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29078 members 
Entering Unmasked Estep 
Score: -6493598.000000 Penalty: 6295.114258
	Iteration 0F: 2 clusters Score -6493598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -6471281.000000 Penalty: 12590.228516
	Iteration 0F: 3 clusters Score -6471281 nChanged 12223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -6477788.000000 Penalty: 12590.228516
	Iteration 1F: 3 clusters Score -6477788 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -6478529.500000 Penalty: 12590.228516
	Iteration 2F: 3 clusters Score -6478530 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -6479135.000000 Penalty: 12590.228516
	Iteration 3Q: 3 clusters Score -6479135 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -6479644.000000 Penalty: 12590.228516
	Iteration 4Q: 3 clusters Score -6479644 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -6480108.000000 Penalty: 12590.228516
	Iteration 5Q: 3 clusters Score -6480108 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -6480577.500000 Penalty: 12590.228516
	Iteration 6Q: 3 clusters Score -6480578 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -6481071.500000 Penalty: 12590.228516
	Iteration 7Q: 3 clusters Score -6481072 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -6481573.500000 Penalty: 12590.228516
	Iteration 8Q: 3 clusters Score -6481574 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -6482093.000000 Penalty: 12590.228516
	Iteration 9Q: 3 clusters Score -6482093 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -6482605.000000 Penalty: 12590.228516
	Iteration 10Q: 3 clusters Score -6482605 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -6483210.000000 Penalty: 12590.228516
	Iteration 11Q: 3 clusters Score -6483210 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -6483815.000000 Penalty: 12590.228516
	Iteration 12Q: 3 clusters Score -6483815 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -6484476.500000 Penalty: 12590.228516
	Iteration 13Q: 3 clusters Score -6484476 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -6485207.000000 Penalty: 12590.228516
	Iteration 14Q: 3 clusters Score -6485207 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -6485930.000000 Penalty: 12590.228516
	Iteration 15Q: 3 clusters Score -6485930 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -6486598.000000 Penalty: 12590.228516
	Iteration 16Q: 3 clusters Score -6486598 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -6487204.500000 Penalty: 12590.228516
	Iteration 17Q: 3 clusters Score -6487204 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -6487625.500000 Penalty: 12590.228516
	Iteration 18Q: 3 clusters Score -6487626 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -6487948.000000 Penalty: 12590.228516
	Iteration 19Q: 3 clusters Score -6487948 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -6488144.000000 Penalty: 12590.228516
	Iteration 20F: 3 clusters Score -6488144 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -6488329.500000 Penalty: 12590.228516
	Iteration 21Q: 3 clusters Score -6488330 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -6488453.000000 Penalty: 12590.228516
	Iteration 22Q: 3 clusters Score -6488453 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -6488529.000000 Penalty: 12590.228516
	Iteration 23Q: 3 clusters Score -6488529 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -6488582.500000 Penalty: 12590.228516
	Iteration 24Q: 3 clusters Score -6488582 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -6488615.500000 Penalty: 12590.228516
	Iteration 25Q: 3 clusters Score -6488616 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -6488653.500000 Penalty: 12590.228516
	Iteration 26Q: 3 clusters Score -6488654 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24472 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -6488701.000000 Penalty: 12590.228516
	Iteration 27Q: 3 clusters Score -6488701 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -6488736.500000 Penalty: 12590.228516
	Iteration 28Q: 3 clusters Score -6488736 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -6488747.000000 Penalty: 12590.228516
	Iteration 29Q: 3 clusters Score -6488747 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -6488779.500000 Penalty: 12590.228516
	Iteration 30Q: 3 clusters Score -6488780 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -6488777.000000 Penalty: 12590.228516
	Iteration 31Q: 3 clusters Score -6488777 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24818 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -6488810.000000 Penalty: 12590.228516
	Iteration 32Q: 3 clusters Score -6488810 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -6488843.500000 Penalty: 12590.228516
	Iteration 33Q: 3 clusters Score -6488844 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -6488839.500000 Penalty: 12590.228516
	Iteration 34Q: 3 clusters Score -6488840 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -6488876.000000 Penalty: 12590.228516
	Iteration 35Q: 3 clusters Score -6488876 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -6488879.500000 Penalty: 12590.228516
	Iteration 36Q: 3 clusters Score -6488880 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -6488891.500000 Penalty: 12590.228516
	Iteration 37Q: 3 clusters Score -6488892 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -6488898.000000 Penalty: 12590.228516
	Iteration 38Q: 3 clusters Score -6488898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25071 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -6488890.500000 Penalty: 12590.228516
	Iteration 39Q: 3 clusters Score -6488890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -6488892.500000 Penalty: 12590.228516
	Iteration 40F: 3 clusters Score -6488892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -6488901.000000 Penalty: 12590.228516
	Iteration 41Q: 3 clusters Score -6488901 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -6488906.500000 Penalty: 12590.228516
	Iteration 42Q: 3 clusters Score -6488906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -6488908.500000 Penalty: 12590.228516
	Iteration 43Q: 3 clusters Score -6488908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -6488924.500000 Penalty: 12590.228516
	Iteration 44Q: 3 clusters Score -6488924 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25163 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -6488928.000000 Penalty: 12590.228516
	Iteration 45Q: 3 clusters Score -6488928 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -6488923.500000 Penalty: 12590.228516
	Iteration 46Q: 3 clusters Score -6488924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -6488924.500000 Penalty: 12590.228516
	Iteration 47Q: 3 clusters Score -6488924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -6488927.500000 Penalty: 12590.228516
	Iteration 48Q: 3 clusters Score -6488928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -6488928.500000 Penalty: 12590.228516
	Iteration 49Q: 3 clusters Score -6488928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -6488943.500000 Penalty: 12590.228516
	Iteration 50Q: 3 clusters Score -6488944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -6488938.000000 Penalty: 12590.228516
	Iteration 51Q: 3 clusters Score -6488938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -6488942.000000 Penalty: 12590.228516
	Iteration 52Q: 3 clusters Score -6488942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -6488935.000000 Penalty: 12590.228516
	Iteration 53Q: 3 clusters Score -6488935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -6488940.500000 Penalty: 12590.228516
	Iteration 54Q: 3 clusters Score -6488940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25267 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -6488939.500000 Penalty: 12590.228516
	Iteration 55Q: 3 clusters Score -6488940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -6488946.500000 Penalty: 12590.228516
	Iteration 56Q: 3 clusters Score -6488946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -6488950.000000 Penalty: 12590.228516
	Iteration 57Q: 3 clusters Score -6488950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -6488948.000000 Penalty: 12590.228516
	Iteration 58Q: 3 clusters Score -6488948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -6488941.000000 Penalty: 12590.228516
	Iteration 59Q: 3 clusters Score -6488941 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -6488947.500000 Penalty: 12590.228516
	Iteration 60F: 3 clusters Score -6488948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25318 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -6488949.000000 Penalty: 12590.228516
	Iteration 61Q: 3 clusters Score -6488949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -6488950.500000 Penalty: 12590.228516
	Iteration 62Q: 3 clusters Score -6488950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -6488958.000000 Penalty: 12590.228516
	Iteration 63Q: 3 clusters Score -6488958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -6488959.000000 Penalty: 12590.228516
	Iteration 64Q: 3 clusters Score -6488959 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25363 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -6488967.000000 Penalty: 12590.228516
	Iteration 65Q: 3 clusters Score -6488967 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -6488964.000000 Penalty: 12590.228516
	Iteration 66Q: 3 clusters Score -6488964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -6488970.000000 Penalty: 12590.228516
	Iteration 67Q: 3 clusters Score -6488970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -6488978.000000 Penalty: 12590.228516
	Iteration 68Q: 3 clusters Score -6488978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -6488988.000000 Penalty: 12590.228516
	Iteration 69Q: 3 clusters Score -6488988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -6488990.000000 Penalty: 12590.228516
	Iteration 70Q: 3 clusters Score -6488990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -6488984.500000 Penalty: 12590.228516
	Iteration 71Q: 3 clusters Score -6488984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -6488993.500000 Penalty: 12590.228516
	Iteration 72Q: 3 clusters Score -6488994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25405 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -6488995.000000 Penalty: 12590.228516
	Iteration 73Q: 3 clusters Score -6488995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -6488993.000000 Penalty: 12590.228516
	Iteration 74Q: 3 clusters Score -6488993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -6488993.000000 Penalty: 12590.228516
	Iteration 75F: 3 clusters Score -6488993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Entering Unmasked Estep 
Score: -2939299.000000 Penalty: 5815.498535
	Iteration 0F: 2 clusters Score -2939299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -2926988.250000 Penalty: 11630.997070
	Iteration 0F: 3 clusters Score -2926988 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -2929866.250000 Penalty: 11630.997070
	Iteration 1F: 3 clusters Score -2929866 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -2930336.750000 Penalty: 11630.997070
	Iteration 2F: 3 clusters Score -2930337 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -2930685.000000 Penalty: 11630.997070
	Iteration 3Q: 3 clusters Score -2930685 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -2930939.250000 Penalty: 11630.997070
	Iteration 4Q: 3 clusters Score -2930939 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -2931136.000000 Penalty: 11630.997070
	Iteration 5Q: 3 clusters Score -2931136 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -2931309.000000 Penalty: 11630.997070
	Iteration 6Q: 3 clusters Score -2931309 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -2931463.500000 Penalty: 11630.997070
	Iteration 7Q: 3 clusters Score -2931464 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -2931595.250000 Penalty: 11630.997070
	Iteration 8Q: 3 clusters Score -2931595 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -2931739.750000 Penalty: 11630.997070
	Iteration 9Q: 3 clusters Score -2931740 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -2931864.000000 Penalty: 11630.997070
	Iteration 10Q: 3 clusters Score -2931864 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -2932002.500000 Penalty: 11630.997070
	Iteration 11Q: 3 clusters Score -2932002 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -2932141.250000 Penalty: 11630.997070
	Iteration 12Q: 3 clusters Score -2932141 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -2932270.500000 Penalty: 11630.997070
	Iteration 13Q: 3 clusters Score -2932270 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -2932396.250000 Penalty: 11630.997070
	Iteration 14Q: 3 clusters Score -2932396 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -2932507.750000 Penalty: 11630.997070
	Iteration 15Q: 3 clusters Score -2932508 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -2932604.000000 Penalty: 11630.997070
	Iteration 16Q: 3 clusters Score -2932604 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -2932675.000000 Penalty: 11630.997070
	Iteration 17Q: 3 clusters Score -2932675 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -2932737.500000 Penalty: 11630.997070
	Iteration 18Q: 3 clusters Score -2932738 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -2932766.500000 Penalty: 11630.997070
	Iteration 19Q: 3 clusters Score -2932766 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -2932809.250000 Penalty: 11630.997070
	Iteration 20F: 3 clusters Score -2932809 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -2932844.250000 Penalty: 11630.997070
	Iteration 21Q: 3 clusters Score -2932844 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -2932890.000000 Penalty: 11630.997070
	Iteration 22Q: 3 clusters Score -2932890 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -2932940.500000 Penalty: 11630.997070
	Iteration 23Q: 3 clusters Score -2932940 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -2932976.500000 Penalty: 11630.997070
	Iteration 24Q: 3 clusters Score -2932976 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -2933015.250000 Penalty: 11630.997070
	Iteration 25Q: 3 clusters Score -2933015 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -2933064.500000 Penalty: 11630.997070
	Iteration 26Q: 3 clusters Score -2933064 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -2933111.750000 Penalty: 11630.997070
	Iteration 27Q: 3 clusters Score -2933112 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -2933150.500000 Penalty: 11630.997070
	Iteration 28Q: 3 clusters Score -2933150 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -2933191.750000 Penalty: 11630.997070
	Iteration 29Q: 3 clusters Score -2933192 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -2933247.750000 Penalty: 11630.997070
	Iteration 30Q: 3 clusters Score -2933248 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -2933296.250000 Penalty: 11630.997070
	Iteration 31Q: 3 clusters Score -2933296 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -2933336.750000 Penalty: 11630.997070
	Iteration 32Q: 3 clusters Score -2933337 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -2933380.750000 Penalty: 11630.997070
	Iteration 33Q: 3 clusters Score -2933381 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -2933424.000000 Penalty: 11630.997070
	Iteration 34Q: 3 clusters Score -2933424 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -2933472.250000 Penalty: 11630.997070
	Iteration 35Q: 3 clusters Score -2933472 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -2933513.000000 Penalty: 11630.997070
	Iteration 36Q: 3 clusters Score -2933513 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -2933571.500000 Penalty: 11630.997070
	Iteration 37Q: 3 clusters Score -2933572 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -2933633.250000 Penalty: 11630.997070
	Iteration 38Q: 3 clusters Score -2933633 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -2933686.000000 Penalty: 11630.997070
	Iteration 39Q: 3 clusters Score -2933686 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -2933767.000000 Penalty: 11630.997070
	Iteration 40F: 3 clusters Score -2933767 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -2933838.750000 Penalty: 11630.997070
	Iteration 41Q: 3 clusters Score -2933839 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -2933919.750000 Penalty: 11630.997070
	Iteration 42Q: 3 clusters Score -2933920 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -2933992.250000 Penalty: 11630.997070
	Iteration 43Q: 3 clusters Score -2933992 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -2934045.750000 Penalty: 11630.997070
	Iteration 44Q: 3 clusters Score -2934046 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -2934105.500000 Penalty: 11630.997070
	Iteration 45Q: 3 clusters Score -2934106 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -2934149.250000 Penalty: 11630.997070
	Iteration 46Q: 3 clusters Score -2934149 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -2934181.750000 Penalty: 11630.997070
	Iteration 47Q: 3 clusters Score -2934182 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -2934226.000000 Penalty: 11630.997070
	Iteration 48Q: 3 clusters Score -2934226 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -2934270.750000 Penalty: 11630.997070
	Iteration 49Q: 3 clusters Score -2934271 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -2934291.750000 Penalty: 11630.997070
	Iteration 50Q: 3 clusters Score -2934292 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -2934315.000000 Penalty: 11630.997070
	Iteration 51Q: 3 clusters Score -2934315 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -2934349.500000 Penalty: 11630.997070
	Iteration 52Q: 3 clusters Score -2934350 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -2934369.500000 Penalty: 11630.997070
	Iteration 53Q: 3 clusters Score -2934370 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -2934388.750000 Penalty: 11630.997070
	Iteration 54Q: 3 clusters Score -2934389 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -2934408.000000 Penalty: 11630.997070
	Iteration 55Q: 3 clusters Score -2934408 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -2934428.750000 Penalty: 11630.997070
	Iteration 56Q: 3 clusters Score -2934429 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -2934446.750000 Penalty: 11630.997070
	Iteration 57Q: 3 clusters Score -2934447 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -2934459.250000 Penalty: 11630.997070
	Iteration 58Q: 3 clusters Score -2934459 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -2934471.000000 Penalty: 11630.997070
	Iteration 59Q: 3 clusters Score -2934471 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -2934483.000000 Penalty: 11630.997070
	Iteration 60F: 3 clusters Score -2934483 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -2934498.750000 Penalty: 11630.997070
	Iteration 61Q: 3 clusters Score -2934499 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -2934496.000000 Penalty: 11630.997070
	Iteration 62Q: 3 clusters Score -2934496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -2934504.750000 Penalty: 11630.997070
	Iteration 63Q: 3 clusters Score -2934505 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -2934514.750000 Penalty: 11630.997070
	Iteration 64Q: 3 clusters Score -2934515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -2934520.500000 Penalty: 11630.997070
	Iteration 65Q: 3 clusters Score -2934520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -2934517.000000 Penalty: 11630.997070
	Iteration 66Q: 3 clusters Score -2934517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -2934516.000000 Penalty: 11630.997070
	Iteration 67Q: 3 clusters Score -2934516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -2934516.000000 Penalty: 11630.997070
	Iteration 68F: 3 clusters Score -2934516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (31106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31106 members 
Entering Unmasked Estep 
Score: -6937186.000000 Penalty: 6336.407715
	Iteration 0F: 2 clusters Score -6937186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -6913819.000000 Penalty: 12672.815430
	Iteration 0F: 3 clusters Score -6913819 nChanged 13008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -6920630.500000 Penalty: 12672.815430
	Iteration 1F: 3 clusters Score -6920630 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -6921320.000000 Penalty: 12672.815430
	Iteration 2F: 3 clusters Score -6921320 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -6921844.000000 Penalty: 12672.815430
	Iteration 3Q: 3 clusters Score -6921844 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -6922240.500000 Penalty: 12672.815430
	Iteration 4Q: 3 clusters Score -6922240 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -6922636.500000 Penalty: 12672.815430
	Iteration 5Q: 3 clusters Score -6922636 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -6922989.500000 Penalty: 12672.815430
	Iteration 6Q: 3 clusters Score -6922990 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -6923393.000000 Penalty: 12672.815430
	Iteration 7Q: 3 clusters Score -6923393 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -6923791.500000 Penalty: 12672.815430
	Iteration 8Q: 3 clusters Score -6923792 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -6924294.500000 Penalty: 12672.815430
	Iteration 9Q: 3 clusters Score -6924294 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -6924959.000000 Penalty: 12672.815430
	Iteration 10Q: 3 clusters Score -6924959 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -6925625.000000 Penalty: 12672.815430
	Iteration 11Q: 3 clusters Score -6925625 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -6926438.500000 Penalty: 12672.815430
	Iteration 12Q: 3 clusters Score -6926438 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -6927312.000000 Penalty: 12672.815430
	Iteration 13Q: 3 clusters Score -6927312 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -6928161.000000 Penalty: 12672.815430
	Iteration 14Q: 3 clusters Score -6928161 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -6929062.500000 Penalty: 12672.815430
	Iteration 15Q: 3 clusters Score -6929062 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -6929798.500000 Penalty: 12672.815430
	Iteration 16Q: 3 clusters Score -6929798 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -6930306.000000 Penalty: 12672.815430
	Iteration 17Q: 3 clusters Score -6930306 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -6930730.000000 Penalty: 12672.815430
	Iteration 18Q: 3 clusters Score -6930730 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -6931136.500000 Penalty: 12672.815430
	Iteration 19Q: 3 clusters Score -6931136 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -6931435.000000 Penalty: 12672.815430
	Iteration 20F: 3 clusters Score -6931435 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -6931611.500000 Penalty: 12672.815430
	Iteration 21Q: 3 clusters Score -6931612 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -6931738.500000 Penalty: 12672.815430
	Iteration 22Q: 3 clusters Score -6931738 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -6931869.000000 Penalty: 12672.815430
	Iteration 23Q: 3 clusters Score -6931869 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -6931943.000000 Penalty: 12672.815430
	Iteration 24Q: 3 clusters Score -6931943 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -6931966.000000 Penalty: 12672.815430
	Iteration 25Q: 3 clusters Score -6931966 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -6932008.500000 Penalty: 12672.815430
	Iteration 26Q: 3 clusters Score -6932008 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -6932042.500000 Penalty: 12672.815430
	Iteration 27Q: 3 clusters Score -6932042 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -6932056.000000 Penalty: 12672.815430
	Iteration 28Q: 3 clusters Score -6932056 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -6932056.000000 Penalty: 12672.815430
	Iteration 29Q: 3 clusters Score -6932056 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -6932061.000000 Penalty: 12672.815430
	Iteration 30Q: 3 clusters Score -6932061 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -6932076.500000 Penalty: 12672.815430
	Iteration 31Q: 3 clusters Score -6932076 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -6932078.500000 Penalty: 12672.815430
	Iteration 32Q: 3 clusters Score -6932078 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -6932084.000000 Penalty: 12672.815430
	Iteration 33Q: 3 clusters Score -6932084 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -6932097.000000 Penalty: 12672.815430
	Iteration 34Q: 3 clusters Score -6932097 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -6932098.000000 Penalty: 12672.815430
	Iteration 35Q: 3 clusters Score -6932098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -6932095.000000 Penalty: 12672.815430
	Iteration 36Q: 3 clusters Score -6932095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -6932101.500000 Penalty: 12672.815430
	Iteration 37Q: 3 clusters Score -6932102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -6932100.500000 Penalty: 12672.815430
	Iteration 38Q: 3 clusters Score -6932100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -6932091.000000 Penalty: 12672.815430
	Iteration 39Q: 3 clusters Score -6932091 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -6932092.500000 Penalty: 12672.815430
	Iteration 40F: 3 clusters Score -6932092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -6932102.500000 Penalty: 12672.815430
	Iteration 41Q: 3 clusters Score -6932102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -6932105.000000 Penalty: 12672.815430
	Iteration 42Q: 3 clusters Score -6932105 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -6932091.500000 Penalty: 12672.815430
	Iteration 43Q: 3 clusters Score -6932092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -6932087.500000 Penalty: 12672.815430
	Iteration 44Q: 3 clusters Score -6932088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -6932093.000000 Penalty: 12672.815430
	Iteration 45Q: 3 clusters Score -6932093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -6932109.000000 Penalty: 12672.815430
	Iteration 46Q: 3 clusters Score -6932109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -6932111.000000 Penalty: 12672.815430
	Iteration 47Q: 3 clusters Score -6932111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -6932110.000000 Penalty: 12672.815430
	Iteration 48Q: 3 clusters Score -6932110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -6932103.500000 Penalty: 12672.815430
	Iteration 49Q: 3 clusters Score -6932104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -6932100.000000 Penalty: 12672.815430
	Iteration 50Q: 3 clusters Score -6932100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -6932091.500000 Penalty: 12672.815430
	Iteration 51Q: 3 clusters Score -6932092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -6932091.500000 Penalty: 12672.815430
	Iteration 52Q: 3 clusters Score -6932092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -6932086.500000 Penalty: 12672.815430
	Iteration 53Q: 3 clusters Score -6932086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -6932094.500000 Penalty: 12672.815430
	Iteration 54Q: 3 clusters Score -6932094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -6932092.000000 Penalty: 12672.815430
	Iteration 55Q: 3 clusters Score -6932092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -6932096.000000 Penalty: 12672.815430
	Iteration 56Q: 3 clusters Score -6932096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -6932096.000000 Penalty: 12672.815430
	Iteration 57F: 3 clusters Score -6932096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (35600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35600 members 
Entering Unmasked Estep 
Score: -8065530.500000 Penalty: 6419.061523
	Iteration 0F: 2 clusters Score -8065530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -8039155.000000 Penalty: 12838.123047
	Iteration 0F: 3 clusters Score -8039155 nChanged 15181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -8047093.500000 Penalty: 12838.123047
	Iteration 1F: 3 clusters Score -8047094 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -8047932.500000 Penalty: 12838.123047
	Iteration 2F: 3 clusters Score -8047932 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -8048510.500000 Penalty: 12838.123047
	Iteration 3Q: 3 clusters Score -8048510 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -8049027.000000 Penalty: 12838.123047
	Iteration 4Q: 3 clusters Score -8049027 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -8049524.000000 Penalty: 12838.123047
	Iteration 5Q: 3 clusters Score -8049524 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -8050054.000000 Penalty: 12838.123047
	Iteration 6Q: 3 clusters Score -8050054 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -8050684.000000 Penalty: 12838.123047
	Iteration 7Q: 3 clusters Score -8050684 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -8051569.500000 Penalty: 12838.123047
	Iteration 8Q: 3 clusters Score -8051570 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -8052611.000000 Penalty: 12838.123047
	Iteration 9F: 3 clusters Score -8052611 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -8053840.500000 Penalty: 12838.123047
	Iteration 10F: 3 clusters Score -8053840 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -8055171.000000 Penalty: 12838.123047
	Iteration 11F: 3 clusters Score -8055171 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 27213 members 
Entering Unmasked Estep 
Score: -8056296.000000 Penalty: 12838.123047
	Iteration 12Q: 3 clusters Score -8056296 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 28489 members 
Entering Unmasked Estep 
Score: -8057212.500000 Penalty: 12838.123047
	Iteration 13Q: 3 clusters Score -8057212 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 29573 members 
Entering Unmasked Estep 
Score: -8057945.500000 Penalty: 12838.123047
	Iteration 14Q: 3 clusters Score -8057946 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 30447 members 
Entering Unmasked Estep 
Score: -8058484.500000 Penalty: 12838.123047
	Iteration 15Q: 3 clusters Score -8058484 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 31126 members 
Entering Unmasked Estep 
Score: -8058882.000000 Penalty: 12838.123047
	Iteration 16Q: 3 clusters Score -8058882 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 31633 members 
Entering Unmasked Estep 
Score: -8059107.000000 Penalty: 12838.123047
	Iteration 17Q: 3 clusters Score -8059107 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
Score: -8059304.500000 Penalty: 12838.123047
	Iteration 18Q: 3 clusters Score -8059304 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 32322 members 
Entering Unmasked Estep 
Score: -8059472.000000 Penalty: 12838.123047
	Iteration 19Q: 3 clusters Score -8059472 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 32569 members 
Entering Unmasked Estep 
Score: -8059606.500000 Penalty: 12838.123047
	Iteration 20F: 3 clusters Score -8059606 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 32784 members 
Entering Unmasked Estep 
Score: -8059675.500000 Penalty: 12838.123047
	Iteration 21Q: 3 clusters Score -8059676 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 32967 members 
Entering Unmasked Estep 
Score: -8059795.500000 Penalty: 12838.123047
	Iteration 22Q: 3 clusters Score -8059796 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 33125 members 
Entering Unmasked Estep 
Score: -8059862.000000 Penalty: 12838.123047
	Iteration 23Q: 3 clusters Score -8059862 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 33254 members 
Entering Unmasked Estep 
Score: -8059911.000000 Penalty: 12838.123047
	Iteration 24Q: 3 clusters Score -8059911 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 33355 members 
Entering Unmasked Estep 
Score: -8059994.000000 Penalty: 12838.123047
	Iteration 25Q: 3 clusters Score -8059994 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 33441 members 
Entering Unmasked Estep 
Score: -8060029.000000 Penalty: 12838.123047
	Iteration 26Q: 3 clusters Score -8060029 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 33515 members 
Entering Unmasked Estep 
Score: -8060069.000000 Penalty: 12838.123047
	Iteration 27Q: 3 clusters Score -8060069 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 33575 members 
Entering Unmasked Estep 
Score: -8060101.000000 Penalty: 12838.123047
	Iteration 28Q: 3 clusters Score -8060101 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 33621 members 
Entering Unmasked Estep 
Score: -8060114.500000 Penalty: 12838.123047
	Iteration 29Q: 3 clusters Score -8060114 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 33678 members 
Entering Unmasked Estep 
Score: -8060144.000000 Penalty: 12838.123047
	Iteration 30Q: 3 clusters Score -8060144 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 33725 members 
Entering Unmasked Estep 
Score: -8060179.000000 Penalty: 12838.123047
	Iteration 31Q: 3 clusters Score -8060179 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 33754 members 
Entering Unmasked Estep 
Score: -8060205.500000 Penalty: 12838.123047
	Iteration 32Q: 3 clusters Score -8060206 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 33782 members 
Entering Unmasked Estep 
Score: -8060202.000000 Penalty: 12838.123047
	Iteration 33Q: 3 clusters Score -8060202 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 33805 members 
Entering Unmasked Estep 
Score: -8060215.000000 Penalty: 12838.123047
	Iteration 34Q: 3 clusters Score -8060215 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -8060230.500000 Penalty: 12838.123047
	Iteration 35Q: 3 clusters Score -8060230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 33839 members 
Entering Unmasked Estep 
Score: -8060243.500000 Penalty: 12838.123047
	Iteration 36Q: 3 clusters Score -8060244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 33855 members 
Entering Unmasked Estep 
Score: -8060258.500000 Penalty: 12838.123047
	Iteration 37Q: 3 clusters Score -8060258 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 33870 members 
Entering Unmasked Estep 
Score: -8060268.500000 Penalty: 12838.123047
	Iteration 38Q: 3 clusters Score -8060268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 33881 members 
Entering Unmasked Estep 
Score: -8060266.000000 Penalty: 12838.123047
	Iteration 39Q: 3 clusters Score -8060266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 33891 members 
Entering Unmasked Estep 
Score: -8060268.500000 Penalty: 12838.123047
	Iteration 40F: 3 clusters Score -8060268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 33905 members 
Entering Unmasked Estep 
Score: -8060275.000000 Penalty: 12838.123047
	Iteration 41Q: 3 clusters Score -8060275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 33915 members 
Entering Unmasked Estep 
Score: -8060284.000000 Penalty: 12838.123047
	Iteration 42Q: 3 clusters Score -8060284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 33926 members 
Entering Unmasked Estep 
Score: -8060289.500000 Penalty: 12838.123047
	Iteration 43Q: 3 clusters Score -8060290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 33933 members 
Entering Unmasked Estep 
Score: -8060281.500000 Penalty: 12838.123047
	Iteration 44Q: 3 clusters Score -8060282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -8060285.000000 Penalty: 12838.123047
	Iteration 45Q: 3 clusters Score -8060285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 33938 members 
Entering Unmasked Estep 
Score: -8060296.500000 Penalty: 12838.123047
	Iteration 46Q: 3 clusters Score -8060296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 33942 members 
Entering Unmasked Estep 
Score: -8060300.500000 Penalty: 12838.123047
	Iteration 47Q: 3 clusters Score -8060300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 33943 members 
Entering Unmasked Estep 
Score: -8060303.500000 Penalty: 12838.123047
	Iteration 48Q: 3 clusters Score -8060304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 33946 members 
Entering Unmasked Estep 
Score: -8060303.000000 Penalty: 12838.123047
	Iteration 49Q: 3 clusters Score -8060303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 33950 members 
Entering Unmasked Estep 
Score: -8060299.500000 Penalty: 12838.123047
	Iteration 50Q: 3 clusters Score -8060300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 33955 members 
Entering Unmasked Estep 
Score: -8060303.000000 Penalty: 12838.123047
	Iteration 51Q: 3 clusters Score -8060303 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 33966 members 
Entering Unmasked Estep 
Score: -8060309.000000 Penalty: 12838.123047
	Iteration 52Q: 3 clusters Score -8060309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 33971 members 
Entering Unmasked Estep 
Score: -8060314.000000 Penalty: 12838.123047
	Iteration 53Q: 3 clusters Score -8060314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 33976 members 
Entering Unmasked Estep 
Score: -8060322.500000 Penalty: 12838.123047
	Iteration 54Q: 3 clusters Score -8060322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 33979 members 
Entering Unmasked Estep 
Score: -8060311.500000 Penalty: 12838.123047
	Iteration 55Q: 3 clusters Score -8060312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 33979 members 
Entering Unmasked Estep 
Score: -8060311.500000 Penalty: 12838.123047
	Iteration 56F: 3 clusters Score -8060312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (67417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67417 members 
Entering Unmasked Estep 
Score: -15099322.000000 Penalty: 6810.174805
	Iteration 0F: 2 clusters Score -1.509932e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33944 members 
Mstep: Class 2 contains 33473 members 
Entering Unmasked Estep 
Score: -15052291.000000 Penalty: 13620.349609
	Iteration 0F: 3 clusters Score -1.505229e+07 nChanged 30259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35443 members 
Mstep: Class 2 contains 31974 members 
Entering Unmasked Estep 
Score: -15068849.000000 Penalty: 13620.349609
	Iteration 1F: 3 clusters Score -1.506885e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36315 members 
Mstep: Class 2 contains 31102 members 
Entering Unmasked Estep 
Score: -15069915.000000 Penalty: 13620.349609
	Iteration 2Q: 3 clusters Score -1.506992e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37527 members 
Mstep: Class 2 contains 29890 members 
Entering Unmasked Estep 
Score: -15071046.000000 Penalty: 13620.349609
	Iteration 3Q: 3 clusters Score -1.507105e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39216 members 
Mstep: Class 2 contains 28201 members 
Entering Unmasked Estep 
Score: -15071986.000000 Penalty: 13620.349609
	Iteration 4Q: 3 clusters Score -1.507199e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41367 members 
Mstep: Class 2 contains 26050 members 
Entering Unmasked Estep 
Score: -15073175.000000 Penalty: 13620.349609
	Iteration 5Q: 3 clusters Score -1.507318e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44102 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -15074640.000000 Penalty: 13620.349609
	Iteration 6Q: 3 clusters Score -1.507464e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47542 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -15076784.000000 Penalty: 13620.349609
	Iteration 7F: 3 clusters Score -1.507678e+07 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51584 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -15079676.000000 Penalty: 13620.349609
	Iteration 8F: 3 clusters Score -1.507968e+07 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55871 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -15083129.000000 Penalty: 13620.349609
	Iteration 9F: 3 clusters Score -1.508313e+07 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59825 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -15086562.000000 Penalty: 13620.349609
	Iteration 10F: 3 clusters Score -1.508656e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62948 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -15089489.000000 Penalty: 13620.349609
	Iteration 11Q: 3 clusters Score -1.508949e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64841 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -15091326.000000 Penalty: 13620.349609
	Iteration 12Q: 3 clusters Score -1.509133e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65777 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -15092199.000000 Penalty: 13620.349609
	Iteration 13Q: 3 clusters Score -1.50922e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66209 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -15092622.000000 Penalty: 13620.349609
	Iteration 14Q: 3 clusters Score -1.509262e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66414 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -15092858.000000 Penalty: 13620.349609
	Iteration 15Q: 3 clusters Score -1.509286e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66527 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -15093007.000000 Penalty: 13620.349609
	Iteration 16Q: 3 clusters Score -1.509301e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66600 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -15093096.000000 Penalty: 13620.349609
	Iteration 17Q: 3 clusters Score -1.50931e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66639 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -15093142.000000 Penalty: 13620.349609
	Iteration 18Q: 3 clusters Score -1.509314e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66676 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -15093189.000000 Penalty: 13620.349609
	Iteration 19Q: 3 clusters Score -1.509319e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66693 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -15093225.000000 Penalty: 13620.349609
	Iteration 20F: 3 clusters Score -1.509322e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66703 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -15093238.000000 Penalty: 13620.349609
	Iteration 21Q: 3 clusters Score -1.509324e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66713 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -15093247.000000 Penalty: 13620.349609
	Iteration 22Q: 3 clusters Score -1.509325e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66721 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -15093252.000000 Penalty: 13620.349609
	Iteration 23Q: 3 clusters Score -1.509325e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66725 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -15093252.000000 Penalty: 13620.349609
	Iteration 24Q: 3 clusters Score -1.509325e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66726 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -15093273.000000 Penalty: 13620.349609
	Iteration 25Q: 3 clusters Score -1.509327e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66728 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -15093293.000000 Penalty: 13620.349609
	Iteration 26Q: 3 clusters Score -1.509329e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66726 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -15093281.000000 Penalty: 13620.349609
	Iteration 27Q: 3 clusters Score -1.509328e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66729 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -15093283.000000 Penalty: 13620.349609
	Iteration 28Q: 3 clusters Score -1.509328e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66732 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -15093297.000000 Penalty: 13620.349609
	Iteration 29Q: 3 clusters Score -1.50933e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66734 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -15093297.000000 Penalty: 13620.349609
	Iteration 30Q: 3 clusters Score -1.50933e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66739 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -15093307.000000 Penalty: 13620.349609
	Iteration 31Q: 3 clusters Score -1.509331e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66741 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -15093313.000000 Penalty: 13620.349609
	Iteration 32Q: 3 clusters Score -1.509331e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66741 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -15093313.000000 Penalty: 13620.349609
	Iteration 33F: 3 clusters Score -1.509331e+07 nChanged 0
--- Evaluating fit on full set of 2152811 points ---
Entering Unmasked Estep 
Score: -474554304.000000 Penalty: 241154.531250
21->28 Clusters: Score -474554304.000000, best is -474567808.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 717603 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34012 members 
Mstep: Class 2 contains 33827 members 
Mstep: Class 3 contains 34132 members 
Mstep: Class 4 contains 34396 members 
Mstep: Class 5 contains 34312 members 
Mstep: Class 6 contains 33925 members 
Mstep: Class 7 contains 34273 members 
Mstep: Class 8 contains 34196 members 
Mstep: Class 9 contains 34328 members 
Mstep: Class 10 contains 34391 members 
Mstep: Class 11 contains 34125 members 
Mstep: Class 12 contains 34236 members 
Mstep: Class 13 contains 34377 members 
Mstep: Class 14 contains 34074 members 
Mstep: Class 15 contains 34013 members 
Mstep: Class 16 contains 34168 members 
Mstep: Class 17 contains 34143 members 
Mstep: Class 18 contains 34249 members 
Mstep: Class 19 contains 34219 members 
Mstep: Class 20 contains 33865 members 
Mstep: Class 21 contains 34342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 584.679626 but Gain 8258.750000
Score: -150511008.000000 Penalty: 165174.984375
Iteration 0F: 21 clusters Score -1.50511e+08 nChanged 677698
Entering Unmasked Mstep 
Mstep: Class 0 contains 2220 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 11524 members 
Mstep: Class 3 contains 17033 members 
Mstep: Class 4 contains 27484 members 
Mstep: Class 5 contains 52348 members 
Mstep: Class 6 contains 26627 members 
Mstep: Class 7 contains 35377 members 
Mstep: Class 8 contains 115434 members 
Mstep: Class 9 contains 37321 members 
Mstep: Class 10 contains 10131 members 
Mstep: Class 11 contains 56422 members 
Mstep: Class 12 contains 41792 members 
Mstep: Class 13 contains 160498 members 
Mstep: Class 14 contains 13500 members 
Mstep: Class 15 contains 26209 members 
Mstep: Class 16 contains 15254 members 
Mstep: Class 18 contains 8715 members 
Mstep: Class 19 contains 6419 members 
Mstep: Class 20 contains 21445 members 
Mstep: Class 21 contains 5569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 3865.203857 but Gain 8258.750000
Score: -154764144.000000 Penalty: 156916.234375
Iteration 1F: 20 clusters Score -1.547641e+08 nChanged 305314
Entering Unmasked Mstep 
Mstep: Class 0 contains 1265 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 5184 members 
Mstep: Class 3 contains 10862 members 
Mstep: Class 4 contains 19532 members 
Mstep: Class 5 contains 83513 members 
Mstep: Class 6 contains 14978 members 
Mstep: Class 7 contains 31875 members 
Mstep: Class 8 contains 136338 members 
Mstep: Class 9 contains 32758 members 
Mstep: Class 11 contains 38935 members 
Mstep: Class 12 contains 29377 members 
Mstep: Class 13 contains 235910 members 
Mstep: Class 14 contains 11288 members 
Mstep: Class 15 contains 19247 members 
Mstep: Class 16 contains 9322 members 
Mstep: Class 18 contains 4649 members 
Mstep: Class 19 contains 2976 members 
Mstep: Class 20 contains 12481 members 
Mstep: Class 21 contains 2216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 5139.657227 but Gain 8258.750000
Score: -155955872.000000 Penalty: 148657.484375
Iteration 2F: 19 clusters Score -1.559559e+08 nChanged 218845
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 3 contains 3634 members 
Mstep: Class 4 contains 25411 members 
Mstep: Class 5 contains 133530 members 
Mstep: Class 6 contains 8376 members 
Mstep: Class 7 contains 36172 members 
Mstep: Class 8 contains 136851 members 
Mstep: Class 9 contains 32871 members 
Mstep: Class 11 contains 31772 members 
Mstep: Class 12 contains 28712 members 
Mstep: Class 13 contains 219637 members 
Mstep: Class 14 contains 8370 members 
Mstep: Class 15 contains 17742 members 
Mstep: Class 16 contains 6017 members 
Mstep: Class 18 contains 4134 members 
Mstep: Class 19 contains 2394 members 
Mstep: Class 20 contains 8036 members 
Mstep: Class 21 contains 1715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 7840.608398 but Gain 8258.750000
Score: -156468992.000000 Penalty: 140398.734375
Iteration 3F: 18 clusters Score -1.56469e+08 nChanged 141756
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 3 contains 1440 members 
Mstep: Class 4 contains 39349 members 
Mstep: Class 5 contains 153048 members 
Mstep: Class 6 contains 7036 members 
Mstep: Class 7 contains 38595 members 
Mstep: Class 8 contains 138696 members 
Mstep: Class 9 contains 32593 members 
Mstep: Class 11 contains 35501 members 
Mstep: Class 12 contains 31744 members 
Mstep: Class 13 contains 191944 members 
Mstep: Class 14 contains 7475 members 
Mstep: Class 15 contains 15655 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1470 members 
Mstep: Class 21 contains 1557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156760240.000000 Penalty: 140398.734375
Iteration 4F: 18 clusters Score -1.567602e+08 nChanged 88763
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 3 contains 1199 members 
Mstep: Class 4 contains 47370 members 
Mstep: Class 5 contains 156887 members 
Mstep: Class 6 contains 7309 members 
Mstep: Class 7 contains 38228 members 
Mstep: Class 8 contains 145867 members 
Mstep: Class 9 contains 27855 members 
Mstep: Class 11 contains 38982 members 
Mstep: Class 12 contains 33496 members 
Mstep: Class 13 contains 172741 members 
Mstep: Class 14 contains 8860 members 
Mstep: Class 15 contains 13483 members 
Mstep: Class 16 contains 5355 members 
Mstep: Class 18 contains 3798 members 
Mstep: Class 19 contains 1281 members 
Mstep: Class 21 contains 1514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156896752.000000 Penalty: 140398.734375
Iteration 5F: 18 clusters Score -1.568968e+08 nChanged 57947
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 3 contains 1174 members 
Mstep: Class 4 contains 50923 members 
Mstep: Class 5 contains 158703 members 
Mstep: Class 6 contains 7961 members 
Mstep: Class 7 contains 37295 members 
Mstep: Class 8 contains 151457 members 
Mstep: Class 9 contains 23602 members 
Mstep: Class 11 contains 42839 members 
Mstep: Class 12 contains 34791 members 
Mstep: Class 13 contains 159463 members 
Mstep: Class 14 contains 10165 members 
Mstep: Class 15 contains 12772 members 
Mstep: Class 16 contains 5284 members 
Mstep: Class 18 contains 3811 members 
Mstep: Class 19 contains 1273 members 
Mstep: Class 21 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156969248.000000 Penalty: 140398.734375
Iteration 6F: 18 clusters Score -1.569692e+08 nChanged 40878
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 3 contains 1166 members 
Mstep: Class 4 contains 52815 members 
Mstep: Class 5 contains 159964 members 
Mstep: Class 6 contains 7705 members 
Mstep: Class 7 contains 36403 members 
Mstep: Class 8 contains 152623 members 
Mstep: Class 9 contains 23215 members 
Mstep: Class 11 contains 46385 members 
Mstep: Class 12 contains 35652 members 
Mstep: Class 13 contains 150155 members 
Mstep: Class 14 contains 10998 members 
Mstep: Class 15 contains 12954 members 
Mstep: Class 16 contains 5235 members 
Mstep: Class 18 contains 3852 members 
Mstep: Class 19 contains 1271 members 
Mstep: Class 21 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157013920.000000 Penalty: 140398.734375
Iteration 7F: 18 clusters Score -1.570139e+08 nChanged 30228
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 3 contains 1166 members 
Mstep: Class 4 contains 53853 members 
Mstep: Class 5 contains 160360 members 
Mstep: Class 6 contains 7021 members 
Mstep: Class 7 contains 35813 members 
Mstep: Class 8 contains 150380 members 
Mstep: Class 9 contains 25541 members 
Mstep: Class 11 contains 48992 members 
Mstep: Class 12 contains 36117 members 
Mstep: Class 13 contains 144560 members 
Mstep: Class 14 contains 11434 members 
Mstep: Class 15 contains 13737 members 
Mstep: Class 16 contains 5204 members 
Mstep: Class 18 contains 3907 members 
Mstep: Class 19 contains 1271 members 
Mstep: Class 21 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157040720.000000 Penalty: 140398.734375
Iteration 8Q: 18 clusters Score -1.570407e+08 nChanged 23933
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 3 contains 1166 members 
Mstep: Class 4 contains 54260 members 
Mstep: Class 5 contains 160016 members 
Mstep: Class 6 contains 6762 members 
Mstep: Class 7 contains 35689 members 
Mstep: Class 8 contains 147387 members 
Mstep: Class 9 contains 28625 members 
Mstep: Class 11 contains 51056 members 
Mstep: Class 12 contains 36164 members 
Mstep: Class 13 contains 140638 members 
Mstep: Class 14 contains 11678 members 
Mstep: Class 15 contains 14719 members 
Mstep: Class 16 contains 5180 members 
Mstep: Class 18 contains 3940 members 
Mstep: Class 19 contains 1271 members 
Mstep: Class 21 contains 1504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157057776.000000 Penalty: 140398.734375
Iteration 9Q: 18 clusters Score -1.570578e+08 nChanged 19826
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 3 contains 1165 members 
Mstep: Class 4 contains 54267 members 
Mstep: Class 5 contains 159411 members 
Mstep: Class 6 contains 6738 members 
Mstep: Class 7 contains 36022 members 
Mstep: Class 8 contains 144718 members 
Mstep: Class 9 contains 31453 members 
Mstep: Class 11 contains 53003 members 
Mstep: Class 12 contains 35885 members 
Mstep: Class 13 contains 137126 members 
Mstep: Class 14 contains 11830 members 
Mstep: Class 15 contains 15879 members 
Mstep: Class 16 contains 5167 members 
Mstep: Class 18 contains 3959 members 
Mstep: Class 19 contains 1271 members 
Mstep: Class 21 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157072096.000000 Penalty: 140398.734375
Iteration 10Q: 18 clusters Score -1.570721e+08 nChanged 17044
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 3 contains 1162 members 
Mstep: Class 4 contains 54234 members 
Mstep: Class 5 contains 158831 members 
Mstep: Class 6 contains 6780 members 
Mstep: Class 7 contains 36677 members 
Mstep: Class 8 contains 142340 members 
Mstep: Class 9 contains 33821 members 
Mstep: Class 11 contains 55058 members 
Mstep: Class 12 contains 35059 members 
Mstep: Class 13 contains 133865 members 
Mstep: Class 14 contains 11881 members 
Mstep: Class 15 contains 17194 members 
Mstep: Class 16 contains 5164 members 
Mstep: Class 18 contains 3974 members 
Mstep: Class 19 contains 1271 members 
Mstep: Class 21 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157083808.000000 Penalty: 140398.734375
Iteration 11Q: 18 clusters Score -1.570838e+08 nChanged 15048
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 3 contains 1159 members 
Mstep: Class 4 contains 54193 members 
Mstep: Class 5 contains 158344 members 
Mstep: Class 6 contains 6913 members 
Mstep: Class 7 contains 37806 members 
Mstep: Class 8 contains 140216 members 
Mstep: Class 9 contains 35733 members 
Mstep: Class 11 contains 57062 members 
Mstep: Class 12 contains 34107 members 
Mstep: Class 13 contains 130503 members 
Mstep: Class 14 contains 11899 members 
Mstep: Class 15 contains 18441 members 
Mstep: Class 16 contains 5153 members 
Mstep: Class 18 contains 3997 members 
Mstep: Class 19 contains 1271 members 
Mstep: Class 21 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157094784.000000 Penalty: 140398.734375
Iteration 12Q: 18 clusters Score -1.570948e+08 nChanged 13971
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 3 contains 1155 members 
Mstep: Class 4 contains 54142 members 
Mstep: Class 5 contains 157925 members 
Mstep: Class 6 contains 7103 members 
Mstep: Class 7 contains 39339 members 
Mstep: Class 8 contains 138152 members 
Mstep: Class 9 contains 37387 members 
Mstep: Class 11 contains 58852 members 
Mstep: Class 12 contains 33025 members 
Mstep: Class 13 contains 127127 members 
Mstep: Class 14 contains 11983 members 
Mstep: Class 15 contains 19718 members 
Mstep: Class 16 contains 5160 members 
Mstep: Class 18 contains 4015 members 
Mstep: Class 19 contains 1271 members 
Mstep: Class 21 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157104112.000000 Penalty: 140398.734375
Iteration 13Q: 18 clusters Score -1.571041e+08 nChanged 12615
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 3 contains 1154 members 
Mstep: Class 4 contains 54049 members 
Mstep: Class 5 contains 157466 members 
Mstep: Class 6 contains 7345 members 
Mstep: Class 7 contains 41125 members 
Mstep: Class 8 contains 136103 members 
Mstep: Class 9 contains 38778 members 
Mstep: Class 11 contains 60457 members 
Mstep: Class 12 contains 32040 members 
Mstep: Class 13 contains 124008 members 
Mstep: Class 14 contains 12081 members 
Mstep: Class 15 contains 20875 members 
Mstep: Class 16 contains 5157 members 
Mstep: Class 18 contains 4026 members 
Mstep: Class 19 contains 1271 members 
Mstep: Class 21 contains 1499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157110928.000000 Penalty: 140398.734375
Iteration 14Q: 18 clusters Score -1.571109e+08 nChanged 11179
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 3 contains 1153 members 
Mstep: Class 4 contains 54005 members 
Mstep: Class 5 contains 157063 members 
Mstep: Class 6 contains 7588 members 
Mstep: Class 7 contains 42981 members 
Mstep: Class 8 contains 134044 members 
Mstep: Class 9 contains 39898 members 
Mstep: Class 11 contains 61835 members 
Mstep: Class 12 contains 31195 members 
Mstep: Class 13 contains 121209 members 
Mstep: Class 14 contains 12188 members 
Mstep: Class 15 contains 21929 members 
Mstep: Class 16 contains 5154 members 
Mstep: Class 18 contains 4043 members 
Mstep: Class 19 contains 1271 members 
Mstep: Class 21 contains 1499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157115568.000000 Penalty: 140398.734375
Iteration 15Q: 18 clusters Score -1.571156e+08 nChanged 9583
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 3 contains 1152 members 
Mstep: Class 4 contains 53972 members 
Mstep: Class 5 contains 156689 members 
Mstep: Class 6 contains 7784 members 
Mstep: Class 7 contains 44736 members 
Mstep: Class 8 contains 132113 members 
Mstep: Class 9 contains 40814 members 
Mstep: Class 11 contains 63051 members 
Mstep: Class 12 contains 30491 members 
Mstep: Class 13 contains 118808 members 
Mstep: Class 14 contains 12343 members 
Mstep: Class 15 contains 22754 members 
Mstep: Class 16 contains 5137 members 
Mstep: Class 18 contains 4076 members 
Mstep: Class 19 contains 1271 members 
Mstep: Class 21 contains 1498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157118800.000000 Penalty: 140398.734375
Iteration 16Q: 18 clusters Score -1.571188e+08 nChanged 8596
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 53986 members 
Mstep: Class 5 contains 156294 members 
Mstep: Class 6 contains 7929 members 
Mstep: Class 7 contains 46501 members 
Mstep: Class 8 contains 130215 members 
Mstep: Class 9 contains 41573 members 
Mstep: Class 11 contains 64259 members 
Mstep: Class 12 contains 29887 members 
Mstep: Class 13 contains 116590 members 
Mstep: Class 14 contains 12522 members 
Mstep: Class 15 contains 23399 members 
Mstep: Class 16 contains 5127 members 
Mstep: Class 18 contains 4103 members 
Mstep: Class 19 contains 1271 members 
Mstep: Class 21 contains 1498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157122240.000000 Penalty: 140398.734375
Iteration 17Q: 18 clusters Score -1.571222e+08 nChanged 7752
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 53993 members 
Mstep: Class 5 contains 155899 members 
Mstep: Class 6 contains 8048 members 
Mstep: Class 7 contains 48309 members 
Mstep: Class 8 contains 128276 members 
Mstep: Class 9 contains 42174 members 
Mstep: Class 11 contains 65624 members 
Mstep: Class 12 contains 29389 members 
Mstep: Class 13 contains 114457 members 
Mstep: Class 14 contains 12686 members 
Mstep: Class 15 contains 23903 members 
Mstep: Class 16 contains 5124 members 
Mstep: Class 18 contains 4119 members 
Mstep: Class 19 contains 1271 members 
Mstep: Class 21 contains 1498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157125104.000000 Penalty: 140398.734375
Iteration 18Q: 18 clusters Score -1.571251e+08 nChanged 7118
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 54032 members 
Mstep: Class 5 contains 155597 members 
Mstep: Class 6 contains 8126 members 
Mstep: Class 7 contains 50062 members 
Mstep: Class 8 contains 126369 members 
Mstep: Class 9 contains 42704 members 
Mstep: Class 11 contains 67022 members 
Mstep: Class 12 contains 28923 members 
Mstep: Class 13 contains 112436 members 
Mstep: Class 14 contains 12820 members 
Mstep: Class 15 contains 24360 members 
Mstep: Class 16 contains 5121 members 
Mstep: Class 18 contains 4123 members 
Mstep: Class 19 contains 1271 members 
Mstep: Class 21 contains 1499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157128320.000000 Penalty: 140398.734375
Iteration 19Q: 18 clusters Score -1.571283e+08 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 54039 members 
Mstep: Class 5 contains 155330 members 
Mstep: Class 6 contains 8181 members 
Mstep: Class 7 contains 51775 members 
Mstep: Class 8 contains 124394 members 
Mstep: Class 9 contains 43128 members 
Mstep: Class 11 contains 68531 members 
Mstep: Class 12 contains 28517 members 
Mstep: Class 13 contains 110547 members 
Mstep: Class 14 contains 12973 members 
Mstep: Class 15 contains 24728 members 
Mstep: Class 16 contains 5118 members 
Mstep: Class 18 contains 4133 members 
Mstep: Class 19 contains 1271 members 
Mstep: Class 21 contains 1499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157131968.000000 Penalty: 140398.734375
Iteration 20F: 18 clusters Score -1.57132e+08 nChanged 7101
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 54022 members 
Mstep: Class 5 contains 154945 members 
Mstep: Class 6 contains 8584 members 
Mstep: Class 7 contains 53593 members 
Mstep: Class 8 contains 122317 members 
Mstep: Class 9 contains 43501 members 
Mstep: Class 11 contains 70014 members 
Mstep: Class 12 contains 28150 members 
Mstep: Class 13 contains 108615 members 
Mstep: Class 14 contains 13330 members 
Mstep: Class 15 contains 24999 members 
Mstep: Class 16 contains 5121 members 
Mstep: Class 18 contains 4137 members 
Mstep: Class 19 contains 1271 members 
Mstep: Class 21 contains 1499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157134496.000000 Penalty: 140398.734375
Iteration 21Q: 18 clusters Score -1.571345e+08 nChanged 7337
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 53997 members 
Mstep: Class 5 contains 154545 members 
Mstep: Class 6 contains 8821 members 
Mstep: Class 7 contains 55180 members 
Mstep: Class 8 contains 120060 members 
Mstep: Class 9 contains 43809 members 
Mstep: Class 11 contains 71702 members 
Mstep: Class 12 contains 27849 members 
Mstep: Class 13 contains 106989 members 
Mstep: Class 14 contains 13668 members 
Mstep: Class 15 contains 25280 members 
Mstep: Class 16 contains 5116 members 
Mstep: Class 18 contains 4135 members 
Mstep: Class 19 contains 1271 members 
Mstep: Class 21 contains 1499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157137424.000000 Penalty: 140398.734375
Iteration 22Q: 18 clusters Score -1.571374e+08 nChanged 6871
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 53976 members 
Mstep: Class 5 contains 154125 members 
Mstep: Class 6 contains 8952 members 
Mstep: Class 7 contains 56653 members 
Mstep: Class 8 contains 117717 members 
Mstep: Class 9 contains 44114 members 
Mstep: Class 11 contains 73512 members 
Mstep: Class 12 contains 27611 members 
Mstep: Class 13 contains 105491 members 
Mstep: Class 14 contains 13914 members 
Mstep: Class 15 contains 25555 members 
Mstep: Class 16 contains 5116 members 
Mstep: Class 18 contains 4132 members 
Mstep: Class 19 contains 1271 members 
Mstep: Class 21 contains 1499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157139264.000000 Penalty: 140398.734375
Iteration 23Q: 18 clusters Score -1.571393e+08 nChanged 6288
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 53972 members 
Mstep: Class 5 contains 153776 members 
Mstep: Class 6 contains 9041 members 
Mstep: Class 7 contains 57896 members 
Mstep: Class 8 contains 115257 members 
Mstep: Class 9 contains 44394 members 
Mstep: Class 11 contains 75457 members 
Mstep: Class 12 contains 27352 members 
Mstep: Class 13 contains 104240 members 
Mstep: Class 14 contains 14089 members 
Mstep: Class 15 contains 25853 members 
Mstep: Class 16 contains 5114 members 
Mstep: Class 18 contains 4132 members 
Mstep: Class 19 contains 1271 members 
Mstep: Class 21 contains 1499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157140864.000000 Penalty: 140398.734375
Iteration 24Q: 18 clusters Score -1.571409e+08 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 53974 members 
Mstep: Class 5 contains 153484 members 
Mstep: Class 6 contains 9057 members 
Mstep: Class 7 contains 58831 members 
Mstep: Class 8 contains 112577 members 
Mstep: Class 9 contains 44655 members 
Mstep: Class 11 contains 77725 members 
Mstep: Class 12 contains 27119 members 
Mstep: Class 13 contains 103229 members 
Mstep: Class 14 contains 14255 members 
Mstep: Class 15 contains 26186 members 
Mstep: Class 16 contains 5113 members 
Mstep: Class 18 contains 4134 members 
Mstep: Class 19 contains 1271 members 
Mstep: Class 21 contains 1499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157142176.000000 Penalty: 140398.734375
Iteration 25Q: 18 clusters Score -1.571422e+08 nChanged 5336
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 53979 members 
Mstep: Class 5 contains 153301 members 
Mstep: Class 6 contains 9051 members 
Mstep: Class 7 contains 59527 members 
Mstep: Class 8 contains 109763 members 
Mstep: Class 9 contains 44898 members 
Mstep: Class 11 contains 80137 members 
Mstep: Class 12 contains 26897 members 
Mstep: Class 13 contains 102449 members 
Mstep: Class 14 contains 14401 members 
Mstep: Class 15 contains 26513 members 
Mstep: Class 16 contains 5110 members 
Mstep: Class 18 contains 4135 members 
Mstep: Class 19 contains 1271 members 
Mstep: Class 21 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157143696.000000 Penalty: 140398.734375
Iteration 26Q: 18 clusters Score -1.571437e+08 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 54003 members 
Mstep: Class 5 contains 153127 members 
Mstep: Class 6 contains 9055 members 
Mstep: Class 7 contains 60034 members 
Mstep: Class 8 contains 106817 members 
Mstep: Class 9 contains 45124 members 
Mstep: Class 11 contains 82671 members 
Mstep: Class 12 contains 26688 members 
Mstep: Class 13 contains 101855 members 
Mstep: Class 14 contains 14470 members 
Mstep: Class 15 contains 26869 members 
Mstep: Class 16 contains 5107 members 
Mstep: Class 18 contains 4138 members 
Mstep: Class 19 contains 1271 members 
Mstep: Class 21 contains 1501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157145296.000000 Penalty: 140398.734375
Iteration 27Q: 18 clusters Score -1.571453e+08 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 54035 members 
Mstep: Class 5 contains 152969 members 
Mstep: Class 6 contains 9074 members 
Mstep: Class 7 contains 60398 members 
Mstep: Class 8 contains 103483 members 
Mstep: Class 9 contains 45344 members 
Mstep: Class 11 contains 85555 members 
Mstep: Class 12 contains 26512 members 
Mstep: Class 13 contains 101399 members 
Mstep: Class 14 contains 14539 members 
Mstep: Class 15 contains 27235 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 18 contains 4142 members 
Mstep: Class 19 contains 1271 members 
Mstep: Class 21 contains 1501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157146672.000000 Penalty: 140398.734375
Iteration 28Q: 18 clusters Score -1.571467e+08 nChanged 5338
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 54046 members 
Mstep: Class 5 contains 152823 members 
Mstep: Class 6 contains 9098 members 
Mstep: Class 7 contains 60677 members 
Mstep: Class 8 contains 99800 members 
Mstep: Class 9 contains 45543 members 
Mstep: Class 11 contains 88740 members 
Mstep: Class 12 contains 26345 members 
Mstep: Class 13 contains 101101 members 
Mstep: Class 14 contains 14612 members 
Mstep: Class 15 contains 27604 members 
Mstep: Class 16 contains 5100 members 
Mstep: Class 18 contains 4143 members 
Mstep: Class 19 contains 1271 members 
Mstep: Class 21 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157148624.000000 Penalty: 140398.734375
Iteration 29Q: 18 clusters Score -1.571486e+08 nChanged 5696
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 54062 members 
Mstep: Class 5 contains 152721 members 
Mstep: Class 6 contains 9143 members 
Mstep: Class 7 contains 60867 members 
Mstep: Class 8 contains 95596 members 
Mstep: Class 9 contains 45733 members 
Mstep: Class 11 contains 92359 members 
Mstep: Class 12 contains 26204 members 
Mstep: Class 13 contains 100884 members 
Mstep: Class 14 contains 14680 members 
Mstep: Class 15 contains 28013 members 
Mstep: Class 16 contains 5098 members 
Mstep: Class 18 contains 4145 members 
Mstep: Class 19 contains 1271 members 
Mstep: Class 21 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150448.000000 Penalty: 140398.734375
Iteration 30Q: 18 clusters Score -1.571504e+08 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 54079 members 
Mstep: Class 5 contains 152638 members 
Mstep: Class 6 contains 9204 members 
Mstep: Class 7 contains 61007 members 
Mstep: Class 8 contains 90993 members 
Mstep: Class 9 contains 45922 members 
Mstep: Class 11 contains 96306 members 
Mstep: Class 12 contains 26071 members 
Mstep: Class 13 contains 100732 members 
Mstep: Class 14 contains 14733 members 
Mstep: Class 15 contains 28484 members 
Mstep: Class 16 contains 5096 members 
Mstep: Class 18 contains 4149 members 
Mstep: Class 19 contains 1271 members 
Mstep: Class 21 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157151696.000000 Penalty: 140398.734375
Iteration 31Q: 18 clusters Score -1.571517e+08 nChanged 6836
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 54112 members 
Mstep: Class 5 contains 152579 members 
Mstep: Class 6 contains 9269 members 
Mstep: Class 7 contains 61126 members 
Mstep: Class 8 contains 85666 members 
Mstep: Class 9 contains 46099 members 
Mstep: Class 11 contains 100844 members 
Mstep: Class 12 contains 25959 members 
Mstep: Class 13 contains 100601 members 
Mstep: Class 14 contains 14790 members 
Mstep: Class 15 contains 29052 members 
Mstep: Class 16 contains 5097 members 
Mstep: Class 18 contains 4149 members 
Mstep: Class 19 contains 1271 members 
Mstep: Class 21 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157154112.000000 Penalty: 140398.734375
Iteration 32Q: 18 clusters Score -1.571541e+08 nChanged 7679
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 54159 members 
Mstep: Class 5 contains 152503 members 
Mstep: Class 6 contains 9343 members 
Mstep: Class 7 contains 61236 members 
Mstep: Class 8 contains 79591 members 
Mstep: Class 9 contains 46274 members 
Mstep: Class 11 contains 106029 members 
Mstep: Class 12 contains 25874 members 
Mstep: Class 13 contains 100493 members 
Mstep: Class 14 contains 14847 members 
Mstep: Class 15 contains 29688 members 
Mstep: Class 16 contains 5098 members 
Mstep: Class 18 contains 4146 members 
Mstep: Class 19 contains 1271 members 
Mstep: Class 21 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157157600.000000 Penalty: 140398.734375
Iteration 33Q: 18 clusters Score -1.571576e+08 nChanged 8723
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 54203 members 
Mstep: Class 5 contains 152467 members 
Mstep: Class 6 contains 9418 members 
Mstep: Class 7 contains 61325 members 
Mstep: Class 8 contains 72625 members 
Mstep: Class 9 contains 46436 members 
Mstep: Class 11 contains 111917 members 
Mstep: Class 12 contains 25793 members 
Mstep: Class 13 contains 100432 members 
Mstep: Class 14 contains 14930 members 
Mstep: Class 15 contains 30444 members 
Mstep: Class 16 contains 5098 members 
Mstep: Class 18 contains 4144 members 
Mstep: Class 19 contains 1271 members 
Mstep: Class 21 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157162560.000000 Penalty: 140398.734375
Iteration 34Q: 18 clusters Score -1.571626e+08 nChanged 9641
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 54236 members 
Mstep: Class 5 contains 152430 members 
Mstep: Class 6 contains 9489 members 
Mstep: Class 7 contains 61399 members 
Mstep: Class 8 contains 64999 members 
Mstep: Class 9 contains 46606 members 
Mstep: Class 11 contains 118328 members 
Mstep: Class 12 contains 25724 members 
Mstep: Class 13 contains 100380 members 
Mstep: Class 14 contains 15011 members 
Mstep: Class 15 contains 31349 members 
Mstep: Class 16 contains 5096 members 
Mstep: Class 18 contains 4142 members 
Mstep: Class 19 contains 1271 members 
Mstep: Class 21 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157168544.000000 Penalty: 140398.734375
Iteration 35Q: 18 clusters Score -1.571685e+08 nChanged 10013
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 54255 members 
Mstep: Class 5 contains 152394 members 
Mstep: Class 6 contains 9562 members 
Mstep: Class 7 contains 61458 members 
Mstep: Class 8 contains 57302 members 
Mstep: Class 9 contains 46718 members 
Mstep: Class 11 contains 124706 members 
Mstep: Class 12 contains 25668 members 
Mstep: Class 13 contains 100341 members 
Mstep: Class 14 contains 15102 members 
Mstep: Class 15 contains 32406 members 
Mstep: Class 16 contains 5097 members 
Mstep: Class 18 contains 4141 members 
Mstep: Class 19 contains 1271 members 
Mstep: Class 21 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157176672.000000 Penalty: 140398.734375
Iteration 36Q: 18 clusters Score -1.571767e+08 nChanged 9241
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 54267 members 
Mstep: Class 5 contains 152363 members 
Mstep: Class 6 contains 9654 members 
Mstep: Class 7 contains 61503 members 
Mstep: Class 8 contains 50904 members 
Mstep: Class 9 contains 46775 members 
Mstep: Class 11 contains 129603 members 
Mstep: Class 12 contains 25581 members 
Mstep: Class 13 contains 100328 members 
Mstep: Class 14 contains 15239 members 
Mstep: Class 15 contains 33655 members 
Mstep: Class 16 contains 5095 members 
Mstep: Class 18 contains 4142 members 
Mstep: Class 19 contains 1271 members 
Mstep: Class 21 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157184256.000000 Penalty: 140398.734375
Iteration 37Q: 18 clusters Score -1.571843e+08 nChanged 7925
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 24557 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 54276 members 
Mstep: Class 5 contains 152319 members 
Mstep: Class 6 contains 9707 members 
Mstep: Class 7 contains 61562 members 
Mstep: Class 8 contains 46091 members 
Mstep: Class 9 contains 46855 members 
Mstep: Class 11 contains 132946 members 
Mstep: Class 12 contains 25491 members 
Mstep: Class 13 contains 100317 members 
Mstep: Class 14 contains 15383 members 
Mstep: Class 15 contains 34884 members 
Mstep: Class 16 contains 5095 members 
Mstep: Class 18 contains 4142 members 
Mstep: Class 19 contains 1271 members 
Mstep: Class 21 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157189232.000000 Penalty: 140398.734375
Iteration 38Q: 18 clusters Score -1.571892e+08 nChanged 7185
Entering ConstructFrom: 
Score: -157189232.000000 Penalty: 140398.734375
Entering ConstructFrom: 
Trying to split cluster 1 (24590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Entering Unmasked Estep 
Score: -5365951.000000 Penalty: 6192.433105
	Iteration 0F: 2 clusters Score -5365951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -5346619.500000 Penalty: 12384.866211
	Iteration 0F: 3 clusters Score -5346620 nChanged 10231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -5352168.000000 Penalty: 12384.866211
	Iteration 1F: 3 clusters Score -5352168 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -5353049.500000 Penalty: 12384.866211
	Iteration 2F: 3 clusters Score -5353050 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -5354019.000000 Penalty: 12384.866211
	Iteration 3F: 3 clusters Score -5354019 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -5355218.000000 Penalty: 12384.866211
	Iteration 4F: 3 clusters Score -5355218 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -5356638.500000 Penalty: 12384.866211
	Iteration 5F: 3 clusters Score -5356638 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -5358270.500000 Penalty: 12384.866211
	Iteration 6F: 3 clusters Score -5358270 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -5360055.000000 Penalty: 12384.866211
	Iteration 7F: 3 clusters Score -5360055 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -5361772.500000 Penalty: 12384.866211
	Iteration 8F: 3 clusters Score -5361772 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -5363126.500000 Penalty: 12384.866211
	Iteration 9F: 3 clusters Score -5363126 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -5364039.500000 Penalty: 12384.866211
	Iteration 10Q: 3 clusters Score -5364040 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -5364591.500000 Penalty: 12384.866211
	Iteration 11Q: 3 clusters Score -5364592 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -5364962.000000 Penalty: 12384.866211
	Iteration 12Q: 3 clusters Score -5364962 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -5365208.000000 Penalty: 12384.866211
	Iteration 13Q: 3 clusters Score -5365208 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -5365351.500000 Penalty: 12384.866211
	Iteration 14Q: 3 clusters Score -5365352 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
Score: -5365415.500000 Penalty: 12384.866211
	Iteration 15Q: 3 clusters Score -5365416 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -5365502.500000 Penalty: 12384.866211
	Iteration 16Q: 3 clusters Score -5365502 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -5365545.500000 Penalty: 12384.866211
	Iteration 17Q: 3 clusters Score -5365546 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -5365571.500000 Penalty: 12384.866211
	Iteration 18Q: 3 clusters Score -5365572 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -5365585.000000 Penalty: 12384.866211
	Iteration 19Q: 3 clusters Score -5365585 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -5365628.000000 Penalty: 12384.866211
	Iteration 20F: 3 clusters Score -5365628 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -5365649.500000 Penalty: 12384.866211
	Iteration 21Q: 3 clusters Score -5365650 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -5365671.000000 Penalty: 12384.866211
	Iteration 22Q: 3 clusters Score -5365671 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -5365678.500000 Penalty: 12384.866211
	Iteration 23Q: 3 clusters Score -5365678 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -5365694.500000 Penalty: 12384.866211
	Iteration 24Q: 3 clusters Score -5365694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -5365691.500000 Penalty: 12384.866211
	Iteration 25Q: 3 clusters Score -5365692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -5365702.000000 Penalty: 12384.866211
	Iteration 26Q: 3 clusters Score -5365702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -5365703.500000 Penalty: 12384.866211
	Iteration 27Q: 3 clusters Score -5365704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -5365704.500000 Penalty: 12384.866211
	Iteration 28Q: 3 clusters Score -5365704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -5365709.000000 Penalty: 12384.866211
	Iteration 29Q: 3 clusters Score -5365709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -5365714.500000 Penalty: 12384.866211
	Iteration 30Q: 3 clusters Score -5365714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -5365710.000000 Penalty: 12384.866211
	Iteration 31Q: 3 clusters Score -5365710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -5365709.500000 Penalty: 12384.866211
	Iteration 32Q: 3 clusters Score -5365710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -5365707.000000 Penalty: 12384.866211
	Iteration 33Q: 3 clusters Score -5365707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -5365716.000000 Penalty: 12384.866211
	Iteration 34Q: 3 clusters Score -5365716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -5365719.000000 Penalty: 12384.866211
	Iteration 35Q: 3 clusters Score -5365719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -5365717.000000 Penalty: 12384.866211
	Iteration 36Q: 3 clusters Score -5365717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -5365727.500000 Penalty: 12384.866211
	Iteration 37Q: 3 clusters Score -5365728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
Score: -5365724.500000 Penalty: 12384.866211
	Iteration 38Q: 3 clusters Score -5365724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
Score: -5365724.500000 Penalty: 12384.866211
	Iteration 39F: 3 clusters Score -5365724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Entering Unmasked Estep 
Score: -247657.218750 Penalty: 4316.071289
	Iteration 0F: 2 clusters Score -247657.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -243454.906250 Penalty: 8632.142578
	Iteration 0F: 3 clusters Score -243454.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -243873.312500 Penalty: 8632.142578
	Iteration 1F: 3 clusters Score -243873.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -244097.109375 Penalty: 8632.142578
	Iteration 2F: 3 clusters Score -244097.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -244197.078125 Penalty: 8632.142578
	Iteration 3Q: 3 clusters Score -244197.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -244254.156250 Penalty: 8632.142578
	Iteration 4Q: 3 clusters Score -244254.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -244293.171875 Penalty: 8632.142578
	Iteration 5Q: 3 clusters Score -244293.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -244328.546875 Penalty: 8632.142578
	Iteration 6Q: 3 clusters Score -244328.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -244362.828125 Penalty: 8632.142578
	Iteration 7Q: 3 clusters Score -244362.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -244393.359375 Penalty: 8632.142578
	Iteration 8Q: 3 clusters Score -244393.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -244430.375000 Penalty: 8632.142578
	Iteration 9Q: 3 clusters Score -244430.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -244450.625000 Penalty: 8632.142578
	Iteration 10Q: 3 clusters Score -244450.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -244462.828125 Penalty: 8632.142578
	Iteration 11Q: 3 clusters Score -244462.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -244473.812500 Penalty: 8632.142578
	Iteration 12Q: 3 clusters Score -244473.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -244486.000000 Penalty: 8632.142578
	Iteration 13Q: 3 clusters Score -244486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -244497.093750 Penalty: 8632.142578
	Iteration 14Q: 3 clusters Score -244497.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -244507.500000 Penalty: 8632.142578
	Iteration 15Q: 3 clusters Score -244507.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -244518.593750 Penalty: 8632.142578
	Iteration 16Q: 3 clusters Score -244518.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -244520.906250 Penalty: 8632.142578
	Iteration 17Q: 3 clusters Score -244520.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -244520.906250 Penalty: 8632.142578
	Iteration 18F: 3 clusters Score -244520.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (54266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54266 members 
Entering Unmasked Estep 
Score: -11991550.000000 Penalty: 6677.262695
	Iteration 0F: 2 clusters Score -1.199155e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27063 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
Score: -11953108.000000 Penalty: 13354.525391
	Iteration 0F: 3 clusters Score -1.195311e+07 nChanged 23926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 27421 members 
Entering Unmasked Estep 
Score: -11966264.000000 Penalty: 13354.525391
	Iteration 1F: 3 clusters Score -1.196626e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -11967687.000000 Penalty: 13354.525391
	Iteration 2F: 3 clusters Score -1.196769e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -11969464.000000 Penalty: 13354.525391
	Iteration 3F: 3 clusters Score -1.196946e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26284 members 
Mstep: Class 2 contains 27982 members 
Entering Unmasked Estep 
Score: -11972394.000000 Penalty: 13354.525391
	Iteration 4F: 3 clusters Score -1.197239e+07 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 28750 members 
Entering Unmasked Estep 
Score: -11976821.000000 Penalty: 13354.525391
	Iteration 5F: 3 clusters Score -1.197682e+07 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 29961 members 
Entering Unmasked Estep 
Score: -11981889.000000 Penalty: 13354.525391
	Iteration 6F: 3 clusters Score -1.198189e+07 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 31462 members 
Entering Unmasked Estep 
Score: -11987243.000000 Penalty: 13354.525391
	Iteration 7F: 3 clusters Score -1.198724e+07 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 32717 members 
Entering Unmasked Estep 
Score: -11992153.000000 Penalty: 13354.525391
	Iteration 8F: 3 clusters Score -1.199215e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 33442 members 
Entering Unmasked Estep 
Score: -11996291.000000 Penalty: 13354.525391
	Iteration 9F: 3 clusters Score -1.199629e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 33662 members 
Entering Unmasked Estep 
Score: -11998186.000000 Penalty: 13354.525391
	Iteration 10Q: 3 clusters Score -1.199819e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 33662 members 
Entering Unmasked Estep 
Score: -11998659.000000 Penalty: 13354.525391
	Iteration 11Q: 3 clusters Score -1.199866e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 33656 members 
Entering Unmasked Estep 
Score: -11998818.000000 Penalty: 13354.525391
	Iteration 12Q: 3 clusters Score -1.199882e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 33671 members 
Entering Unmasked Estep 
Score: -11998876.000000 Penalty: 13354.525391
	Iteration 13Q: 3 clusters Score -1.199888e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 33672 members 
Entering Unmasked Estep 
Score: -11998885.000000 Penalty: 13354.525391
	Iteration 14Q: 3 clusters Score -1.199888e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
Score: -11998910.000000 Penalty: 13354.525391
	Iteration 15Q: 3 clusters Score -1.199891e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 33685 members 
Entering Unmasked Estep 
Score: -11998915.000000 Penalty: 13354.525391
	Iteration 16Q: 3 clusters Score -1.199892e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 33690 members 
Entering Unmasked Estep 
Score: -11998926.000000 Penalty: 13354.525391
	Iteration 17Q: 3 clusters Score -1.199893e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 33696 members 
Entering Unmasked Estep 
Score: -11998891.000000 Penalty: 13354.525391
	Iteration 18Q: 3 clusters Score -1.199889e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 33696 members 
Entering Unmasked Estep 
Score: -11998890.000000 Penalty: 13354.525391
	Iteration 19Q: 3 clusters Score -1.199889e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 33702 members 
Entering Unmasked Estep 
Score: -11998892.000000 Penalty: 13354.525391
	Iteration 20F: 3 clusters Score -1.199889e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 33705 members 
Entering Unmasked Estep 
Score: -11998900.000000 Penalty: 13354.525391
	Iteration 21Q: 3 clusters Score -1.19989e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 33706 members 
Entering Unmasked Estep 
Score: -11998903.000000 Penalty: 13354.525391
	Iteration 22Q: 3 clusters Score -1.19989e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 33705 members 
Entering Unmasked Estep 
Score: -11998907.000000 Penalty: 13354.525391
	Iteration 23Q: 3 clusters Score -1.199891e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 33704 members 
Entering Unmasked Estep 
Score: -11998901.000000 Penalty: 13354.525391
	Iteration 24Q: 3 clusters Score -1.19989e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 33704 members 
Entering Unmasked Estep 
Score: -11998901.000000 Penalty: 13354.525391
	Iteration 25F: 3 clusters Score -1.19989e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 33704 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 20562 members 
Mstep: Class 5 contains 152299 members 
Mstep: Class 6 contains 9741 members 
Mstep: Class 7 contains 61594 members 
Mstep: Class 8 contains 41861 members 
Mstep: Class 9 contains 46911 members 
Mstep: Class 11 contains 135899 members 
Mstep: Class 12 contains 25387 members 
Mstep: Class 13 contains 100320 members 
Mstep: Class 14 contains 15488 members 
Mstep: Class 15 contains 36034 members 
Mstep: Class 16 contains 5095 members 
Mstep: Class 18 contains 4140 members 
Mstep: Class 19 contains 1271 members 
Mstep: Class 21 contains 1502 members 
Entering Unmasked Estep 
Score: -157196704.000000 Penalty: 148657.484375
Splitting cluster 4 changes total score from -157189232.000000 to -157196704.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 5 (152299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152299 members 
Entering Unmasked Estep 
Score: -33745924.000000 Penalty: 7309.331055
	Iteration 0F: 2 clusters Score -3.374592e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76260 members 
Mstep: Class 2 contains 76039 members 
Entering Unmasked Estep 
Score: -33643624.000000 Penalty: 14618.662109
	Iteration 0F: 3 clusters Score -3.364362e+07 nChanged 70616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77412 members 
Mstep: Class 2 contains 74887 members 
Entering Unmasked Estep 
Score: -33682540.000000 Penalty: 14618.662109
	Iteration 1F: 3 clusters Score -3.368254e+07 nChanged 5350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78520 members 
Mstep: Class 2 contains 73779 members 
Entering Unmasked Estep 
Score: -33683756.000000 Penalty: 14618.662109
	Iteration 2Q: 3 clusters Score -3.368376e+07 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80207 members 
Mstep: Class 2 contains 72092 members 
Entering Unmasked Estep 
Score: -33684864.000000 Penalty: 14618.662109
	Iteration 3Q: 3 clusters Score -3.368486e+07 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82717 members 
Mstep: Class 2 contains 69582 members 
Entering Unmasked Estep 
Score: -33686400.000000 Penalty: 14618.662109
	Iteration 4Q: 3 clusters Score -3.36864e+07 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86400 members 
Mstep: Class 2 contains 65899 members 
Entering Unmasked Estep 
Score: -33688320.000000 Penalty: 14618.662109
	Iteration 5Q: 3 clusters Score -3.368832e+07 nChanged 6484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91662 members 
Mstep: Class 2 contains 60637 members 
Entering Unmasked Estep 
Score: -33690716.000000 Penalty: 14618.662109
	Iteration 6Q: 3 clusters Score -3.369072e+07 nChanged 7804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98728 members 
Mstep: Class 2 contains 53571 members 
Entering Unmasked Estep 
Score: -33694588.000000 Penalty: 14618.662109
	Iteration 7F: 3 clusters Score -3.369459e+07 nChanged 9733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108121 members 
Mstep: Class 2 contains 44178 members 
Entering Unmasked Estep 
Score: -33701292.000000 Penalty: 14618.662109
	Iteration 8F: 3 clusters Score -3.370129e+07 nChanged 11348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119307 members 
Mstep: Class 2 contains 32992 members 
Entering Unmasked Estep 
Score: -33710324.000000 Penalty: 14618.662109
	Iteration 9F: 3 clusters Score -3.371032e+07 nChanged 11678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130897 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -33720820.000000 Penalty: 14618.662109
	Iteration 10F: 3 clusters Score -3.372082e+07 nChanged 9492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140361 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -33729704.000000 Penalty: 14618.662109
	Iteration 11F: 3 clusters Score -3.37297e+07 nChanged 5974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146319 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -33735268.000000 Penalty: 14618.662109
	Iteration 12Q: 3 clusters Score -3.373527e+07 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149194 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -33737900.000000 Penalty: 14618.662109
	Iteration 13Q: 3 clusters Score -3.37379e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150384 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -33738872.000000 Penalty: 14618.662109
	Iteration 14Q: 3 clusters Score -3.373887e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150880 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -33739300.000000 Penalty: 14618.662109
	Iteration 15Q: 3 clusters Score -3.37393e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151101 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -33739560.000000 Penalty: 14618.662109
	Iteration 16Q: 3 clusters Score -3.373956e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151229 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -33739600.000000 Penalty: 14618.662109
	Iteration 17Q: 3 clusters Score -3.37396e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151298 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -33739740.000000 Penalty: 14618.662109
	Iteration 18Q: 3 clusters Score -3.373974e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151339 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -33739808.000000 Penalty: 14618.662109
	Iteration 19Q: 3 clusters Score -3.373981e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151373 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -33739820.000000 Penalty: 14618.662109
	Iteration 20F: 3 clusters Score -3.373982e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151397 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -33739856.000000 Penalty: 14618.662109
	Iteration 21Q: 3 clusters Score -3.373986e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151421 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -33739908.000000 Penalty: 14618.662109
	Iteration 22Q: 3 clusters Score -3.373991e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151434 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -33739928.000000 Penalty: 14618.662109
	Iteration 23Q: 3 clusters Score -3.373993e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151447 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -33739900.000000 Penalty: 14618.662109
	Iteration 24Q: 3 clusters Score -3.37399e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151460 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -33739940.000000 Penalty: 14618.662109
	Iteration 25Q: 3 clusters Score -3.373994e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151461 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -33739952.000000 Penalty: 14618.662109
	Iteration 26Q: 3 clusters Score -3.373995e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151465 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -33739960.000000 Penalty: 14618.662109
	Iteration 27Q: 3 clusters Score -3.373996e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151468 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -33739948.000000 Penalty: 14618.662109
	Iteration 28Q: 3 clusters Score -3.373995e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151469 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -33739964.000000 Penalty: 14618.662109
	Iteration 29Q: 3 clusters Score -3.373996e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151469 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -33739948.000000 Penalty: 14618.662109
	Iteration 30Q: 3 clusters Score -3.373995e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151470 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -33739968.000000 Penalty: 14618.662109
	Iteration 31Q: 3 clusters Score -3.373997e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151472 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -33739972.000000 Penalty: 14618.662109
	Iteration 32Q: 3 clusters Score -3.373997e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151475 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -33739964.000000 Penalty: 14618.662109
	Iteration 33Q: 3 clusters Score -3.373996e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151477 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -33739972.000000 Penalty: 14618.662109
	Iteration 34Q: 3 clusters Score -3.373997e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151479 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -33739968.000000 Penalty: 14618.662109
	Iteration 35Q: 3 clusters Score -3.373997e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151480 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -33739976.000000 Penalty: 14618.662109
	Iteration 36Q: 3 clusters Score -3.373998e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151480 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -33739976.000000 Penalty: 14618.662109
	Iteration 37F: 3 clusters Score -3.373998e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Entering Unmasked Estep 
Score: -2095706.875000 Penalty: 5625.260742
	Iteration 0F: 2 clusters Score -2095707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -2085654.500000 Penalty: 11250.521484
	Iteration 0F: 3 clusters Score -2085654 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -2087829.750000 Penalty: 11250.521484
	Iteration 1F: 3 clusters Score -2087830 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -2088274.500000 Penalty: 11250.521484
	Iteration 2F: 3 clusters Score -2088274 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -2088562.250000 Penalty: 11250.521484
	Iteration 3Q: 3 clusters Score -2088562 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -2088762.750000 Penalty: 11250.521484
	Iteration 4Q: 3 clusters Score -2088763 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -2088969.000000 Penalty: 11250.521484
	Iteration 5Q: 3 clusters Score -2088969 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -2089153.625000 Penalty: 11250.521484
	Iteration 6Q: 3 clusters Score -2089154 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -2089362.500000 Penalty: 11250.521484
	Iteration 7Q: 3 clusters Score -2089362 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -2089604.125000 Penalty: 11250.521484
	Iteration 8Q: 3 clusters Score -2089604 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -2089877.250000 Penalty: 11250.521484
	Iteration 9Q: 3 clusters Score -2089877 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -2090218.250000 Penalty: 11250.521484
	Iteration 10Q: 3 clusters Score -2090218 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -2090553.625000 Penalty: 11250.521484
	Iteration 11Q: 3 clusters Score -2090554 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -2090838.125000 Penalty: 11250.521484
	Iteration 12Q: 3 clusters Score -2090838 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -2091088.125000 Penalty: 11250.521484
	Iteration 13Q: 3 clusters Score -2091088 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -2091308.875000 Penalty: 11250.521484
	Iteration 14Q: 3 clusters Score -2091309 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -2091526.000000 Penalty: 11250.521484
	Iteration 15Q: 3 clusters Score -2091526 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -2091729.750000 Penalty: 11250.521484
	Iteration 16Q: 3 clusters Score -2091730 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -2091970.625000 Penalty: 11250.521484
	Iteration 17Q: 3 clusters Score -2091971 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -2092248.750000 Penalty: 11250.521484
	Iteration 18Q: 3 clusters Score -2092249 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -2092545.500000 Penalty: 11250.521484
	Iteration 19Q: 3 clusters Score -2092546 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -2092934.750000 Penalty: 11250.521484
	Iteration 20F: 3 clusters Score -2092935 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -2093355.500000 Penalty: 11250.521484
	Iteration 21Q: 3 clusters Score -2093356 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -2093738.375000 Penalty: 11250.521484
	Iteration 22Q: 3 clusters Score -2093738 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -2093980.875000 Penalty: 11250.521484
	Iteration 23Q: 3 clusters Score -2093981 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -2094100.875000 Penalty: 11250.521484
	Iteration 24Q: 3 clusters Score -2094101 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -2094162.750000 Penalty: 11250.521484
	Iteration 25Q: 3 clusters Score -2094163 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -2094187.625000 Penalty: 11250.521484
	Iteration 26Q: 3 clusters Score -2094188 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -2094199.750000 Penalty: 11250.521484
	Iteration 27Q: 3 clusters Score -2094200 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -2094210.000000 Penalty: 11250.521484
	Iteration 28Q: 3 clusters Score -2094210 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -2094218.125000 Penalty: 11250.521484
	Iteration 29Q: 3 clusters Score -2094218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -2094221.500000 Penalty: 11250.521484
	Iteration 30Q: 3 clusters Score -2094222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -2094224.500000 Penalty: 11250.521484
	Iteration 31Q: 3 clusters Score -2094224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -2094229.750000 Penalty: 11250.521484
	Iteration 32Q: 3 clusters Score -2094230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -2094234.000000 Penalty: 11250.521484
	Iteration 33Q: 3 clusters Score -2094234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -2094231.250000 Penalty: 11250.521484
	Iteration 34Q: 3 clusters Score -2094231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -2094230.750000 Penalty: 11250.521484
	Iteration 35Q: 3 clusters Score -2094231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -2094230.375000 Penalty: 11250.521484
	Iteration 36Q: 3 clusters Score -2094230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -2094230.375000 Penalty: 11250.521484
	Iteration 37F: 3 clusters Score -2094230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (61594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61594 members 
Entering Unmasked Estep 
Score: -13719417.000000 Penalty: 6754.845703
	Iteration 0F: 2 clusters Score -1.371942e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30778 members 
Mstep: Class 2 contains 30816 members 
Entering Unmasked Estep 
Score: -13675972.000000 Penalty: 13509.691406
	Iteration 0F: 3 clusters Score -1.367597e+07 nChanged 27646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30688 members 
Mstep: Class 2 contains 30906 members 
Entering Unmasked Estep 
Score: -13691238.000000 Penalty: 13509.691406
	Iteration 1F: 3 clusters Score -1.369124e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30667 members 
Mstep: Class 2 contains 30927 members 
Entering Unmasked Estep 
Score: -13693165.000000 Penalty: 13509.691406
	Iteration 2F: 3 clusters Score -1.369316e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30368 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -13695956.000000 Penalty: 13509.691406
	Iteration 3F: 3 clusters Score -1.369596e+07 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 31995 members 
Entering Unmasked Estep 
Score: -13699409.000000 Penalty: 13509.691406
	Iteration 4F: 3 clusters Score -1.369941e+07 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28212 members 
Mstep: Class 2 contains 33382 members 
Entering Unmasked Estep 
Score: -13703281.000000 Penalty: 13509.691406
	Iteration 5F: 3 clusters Score -1.370328e+07 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 35193 members 
Entering Unmasked Estep 
Score: -13707218.000000 Penalty: 13509.691406
	Iteration 6F: 3 clusters Score -1.370722e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24535 members 
Mstep: Class 2 contains 37059 members 
Entering Unmasked Estep 
Score: -13710434.000000 Penalty: 13509.691406
	Iteration 7F: 3 clusters Score -1.371043e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 38777 members 
Entering Unmasked Estep 
Score: -13712924.000000 Penalty: 13509.691406
	Iteration 8F: 3 clusters Score -1.371292e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 40325 members 
Entering Unmasked Estep 
Score: -13714652.000000 Penalty: 13509.691406
	Iteration 9Q: 3 clusters Score -1.371465e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 41530 members 
Entering Unmasked Estep 
Score: -13715835.000000 Penalty: 13509.691406
	Iteration 10Q: 3 clusters Score -1.371584e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 42599 members 
Entering Unmasked Estep 
Score: -13716721.000000 Penalty: 13509.691406
	Iteration 11Q: 3 clusters Score -1.371672e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 43566 members 
Entering Unmasked Estep 
Score: -13717415.000000 Penalty: 13509.691406
	Iteration 12Q: 3 clusters Score -1.371742e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 44401 members 
Entering Unmasked Estep 
Score: -13717839.000000 Penalty: 13509.691406
	Iteration 13Q: 3 clusters Score -1.371784e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 45152 members 
Entering Unmasked Estep 
Score: -13718125.000000 Penalty: 13509.691406
	Iteration 14Q: 3 clusters Score -1.371812e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 45752 members 
Entering Unmasked Estep 
Score: -13718349.000000 Penalty: 13509.691406
	Iteration 15Q: 3 clusters Score -1.371835e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 46238 members 
Entering Unmasked Estep 
Score: -13718519.000000 Penalty: 13509.691406
	Iteration 16Q: 3 clusters Score -1.371852e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 46659 members 
Entering Unmasked Estep 
Score: -13718656.000000 Penalty: 13509.691406
	Iteration 17Q: 3 clusters Score -1.371866e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 47014 members 
Entering Unmasked Estep 
Score: -13718712.000000 Penalty: 13509.691406
	Iteration 18Q: 3 clusters Score -1.371871e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 47323 members 
Entering Unmasked Estep 
Score: -13718831.000000 Penalty: 13509.691406
	Iteration 19Q: 3 clusters Score -1.371883e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 47593 members 
Entering Unmasked Estep 
Score: -13718920.000000 Penalty: 13509.691406
	Iteration 20F: 3 clusters Score -1.371892e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 47842 members 
Entering Unmasked Estep 
Score: -13718962.000000 Penalty: 13509.691406
	Iteration 21Q: 3 clusters Score -1.371896e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 48046 members 
Entering Unmasked Estep 
Score: -13718994.000000 Penalty: 13509.691406
	Iteration 22Q: 3 clusters Score -1.371899e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 48215 members 
Entering Unmasked Estep 
Score: -13719012.000000 Penalty: 13509.691406
	Iteration 23Q: 3 clusters Score -1.371901e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 48379 members 
Entering Unmasked Estep 
Score: -13719031.000000 Penalty: 13509.691406
	Iteration 24Q: 3 clusters Score -1.371903e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 48520 members 
Entering Unmasked Estep 
Score: -13719017.000000 Penalty: 13509.691406
	Iteration 25Q: 3 clusters Score -1.371902e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 48642 members 
Entering Unmasked Estep 
Score: -13719038.000000 Penalty: 13509.691406
	Iteration 26Q: 3 clusters Score -1.371904e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 48740 members 
Entering Unmasked Estep 
Score: -13719078.000000 Penalty: 13509.691406
	Iteration 27Q: 3 clusters Score -1.371908e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 48856 members 
Entering Unmasked Estep 
Score: -13719103.000000 Penalty: 13509.691406
	Iteration 28Q: 3 clusters Score -1.37191e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 48952 members 
Entering Unmasked Estep 
Score: -13719104.000000 Penalty: 13509.691406
	Iteration 29Q: 3 clusters Score -1.37191e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 49047 members 
Entering Unmasked Estep 
Score: -13719119.000000 Penalty: 13509.691406
	Iteration 30Q: 3 clusters Score -1.371912e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 49127 members 
Entering Unmasked Estep 
Score: -13719145.000000 Penalty: 13509.691406
	Iteration 31Q: 3 clusters Score -1.371914e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 49222 members 
Entering Unmasked Estep 
Score: -13719173.000000 Penalty: 13509.691406
	Iteration 32Q: 3 clusters Score -1.371917e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 49313 members 
Entering Unmasked Estep 
Score: -13719169.000000 Penalty: 13509.691406
	Iteration 33Q: 3 clusters Score -1.371917e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 49402 members 
Entering Unmasked Estep 
Score: -13719173.000000 Penalty: 13509.691406
	Iteration 34Q: 3 clusters Score -1.371917e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 49494 members 
Entering Unmasked Estep 
Score: -13719186.000000 Penalty: 13509.691406
	Iteration 35Q: 3 clusters Score -1.371919e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 49581 members 
Entering Unmasked Estep 
Score: -13719213.000000 Penalty: 13509.691406
	Iteration 36Q: 3 clusters Score -1.371921e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 49673 members 
Entering Unmasked Estep 
Score: -13719190.000000 Penalty: 13509.691406
	Iteration 37Q: 3 clusters Score -1.371919e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 49754 members 
Entering Unmasked Estep 
Score: -13719197.000000 Penalty: 13509.691406
	Iteration 38Q: 3 clusters Score -1.37192e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 49844 members 
Entering Unmasked Estep 
Score: -13719246.000000 Penalty: 13509.691406
	Iteration 39Q: 3 clusters Score -1.371925e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 49936 members 
Entering Unmasked Estep 
Score: -13719247.000000 Penalty: 13509.691406
	Iteration 40F: 3 clusters Score -1.371925e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 50042 members 
Entering Unmasked Estep 
Score: -13719297.000000 Penalty: 13509.691406
	Iteration 41Q: 3 clusters Score -1.37193e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 50127 members 
Entering Unmasked Estep 
Score: -13719281.000000 Penalty: 13509.691406
	Iteration 42Q: 3 clusters Score -1.371928e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 50192 members 
Entering Unmasked Estep 
Score: -13719292.000000 Penalty: 13509.691406
	Iteration 43Q: 3 clusters Score -1.371929e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 50267 members 
Entering Unmasked Estep 
Score: -13719312.000000 Penalty: 13509.691406
	Iteration 44Q: 3 clusters Score -1.371931e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 50343 members 
Entering Unmasked Estep 
Score: -13719305.000000 Penalty: 13509.691406
	Iteration 45Q: 3 clusters Score -1.37193e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 50419 members 
Entering Unmasked Estep 
Score: -13719320.000000 Penalty: 13509.691406
	Iteration 46Q: 3 clusters Score -1.371932e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 50494 members 
Entering Unmasked Estep 
Score: -13719300.000000 Penalty: 13509.691406
	Iteration 47Q: 3 clusters Score -1.37193e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 50560 members 
Entering Unmasked Estep 
Score: -13719307.000000 Penalty: 13509.691406
	Iteration 48Q: 3 clusters Score -1.371931e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 50630 members 
Entering Unmasked Estep 
Score: -13719343.000000 Penalty: 13509.691406
	Iteration 49Q: 3 clusters Score -1.371934e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 50679 members 
Entering Unmasked Estep 
Score: -13719369.000000 Penalty: 13509.691406
	Iteration 50Q: 3 clusters Score -1.371937e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 50723 members 
Entering Unmasked Estep 
Score: -13719403.000000 Penalty: 13509.691406
	Iteration 51Q: 3 clusters Score -1.37194e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 50774 members 
Entering Unmasked Estep 
Score: -13719397.000000 Penalty: 13509.691406
	Iteration 52Q: 3 clusters Score -1.37194e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 50828 members 
Entering Unmasked Estep 
Score: -13719413.000000 Penalty: 13509.691406
	Iteration 53Q: 3 clusters Score -1.371941e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 50884 members 
Entering Unmasked Estep 
Score: -13719394.000000 Penalty: 13509.691406
	Iteration 54Q: 3 clusters Score -1.371939e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 50924 members 
Entering Unmasked Estep 
Score: -13719385.000000 Penalty: 13509.691406
	Iteration 55Q: 3 clusters Score -1.371938e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 50966 members 
Entering Unmasked Estep 
Score: -13719404.000000 Penalty: 13509.691406
	Iteration 56Q: 3 clusters Score -1.37194e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 51019 members 
Entering Unmasked Estep 
Score: -13719424.000000 Penalty: 13509.691406
	Iteration 57Q: 3 clusters Score -1.371942e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 51082 members 
Entering Unmasked Estep 
Score: -13719420.000000 Penalty: 13509.691406
	Iteration 58Q: 3 clusters Score -1.371942e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 51137 members 
Entering Unmasked Estep 
Score: -13719428.000000 Penalty: 13509.691406
	Iteration 59Q: 3 clusters Score -1.371943e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 51190 members 
Entering Unmasked Estep 
Score: -13719433.000000 Penalty: 13509.691406
	Iteration 60F: 3 clusters Score -1.371943e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 51239 members 
Entering Unmasked Estep 
Score: -13719407.000000 Penalty: 13509.691406
	Iteration 61Q: 3 clusters Score -1.371941e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 51285 members 
Entering Unmasked Estep 
Score: -13719412.000000 Penalty: 13509.691406
	Iteration 62Q: 3 clusters Score -1.371941e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 51329 members 
Entering Unmasked Estep 
Score: -13719446.000000 Penalty: 13509.691406
	Iteration 63Q: 3 clusters Score -1.371945e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 51374 members 
Entering Unmasked Estep 
Score: -13719466.000000 Penalty: 13509.691406
	Iteration 64Q: 3 clusters Score -1.371947e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 51409 members 
Entering Unmasked Estep 
Score: -13719474.000000 Penalty: 13509.691406
	Iteration 65Q: 3 clusters Score -1.371947e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 51438 members 
Entering Unmasked Estep 
Score: -13719464.000000 Penalty: 13509.691406
	Iteration 66Q: 3 clusters Score -1.371946e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 51472 members 
Entering Unmasked Estep 
Score: -13719446.000000 Penalty: 13509.691406
	Iteration 67Q: 3 clusters Score -1.371945e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 51505 members 
Entering Unmasked Estep 
Score: -13719454.000000 Penalty: 13509.691406
	Iteration 68Q: 3 clusters Score -1.371945e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 51531 members 
Entering Unmasked Estep 
Score: -13719449.000000 Penalty: 13509.691406
	Iteration 69Q: 3 clusters Score -1.371945e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 51552 members 
Entering Unmasked Estep 
Score: -13719439.000000 Penalty: 13509.691406
	Iteration 70Q: 3 clusters Score -1.371944e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 51579 members 
Entering Unmasked Estep 
Score: -13719460.000000 Penalty: 13509.691406
	Iteration 71Q: 3 clusters Score -1.371946e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 51603 members 
Entering Unmasked Estep 
Score: -13719463.000000 Penalty: 13509.691406
	Iteration 72Q: 3 clusters Score -1.371946e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 51628 members 
Entering Unmasked Estep 
Score: -13719460.000000 Penalty: 13509.691406
	Iteration 73Q: 3 clusters Score -1.371946e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 51652 members 
Entering Unmasked Estep 
Score: -13719463.000000 Penalty: 13509.691406
	Iteration 74Q: 3 clusters Score -1.371946e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 51678 members 
Entering Unmasked Estep 
Score: -13719474.000000 Penalty: 13509.691406
	Iteration 75Q: 3 clusters Score -1.371947e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 51703 members 
Entering Unmasked Estep 
Score: -13719468.000000 Penalty: 13509.691406
	Iteration 76Q: 3 clusters Score -1.371947e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 51724 members 
Entering Unmasked Estep 
Score: -13719482.000000 Penalty: 13509.691406
	Iteration 77Q: 3 clusters Score -1.371948e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 51751 members 
Entering Unmasked Estep 
Score: -13719489.000000 Penalty: 13509.691406
	Iteration 78Q: 3 clusters Score -1.371949e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 51778 members 
Entering Unmasked Estep 
Score: -13719504.000000 Penalty: 13509.691406
	Iteration 79Q: 3 clusters Score -1.37195e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 51796 members 
Entering Unmasked Estep 
Score: -13719491.000000 Penalty: 13509.691406
	Iteration 80F: 3 clusters Score -1.371949e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 51811 members 
Entering Unmasked Estep 
Score: -13719491.000000 Penalty: 13509.691406
	Iteration 81Q: 3 clusters Score -1.371949e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 51823 members 
Entering Unmasked Estep 
Score: -13719505.000000 Penalty: 13509.691406
	Iteration 82Q: 3 clusters Score -1.37195e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 51831 members 
Entering Unmasked Estep 
Score: -13719518.000000 Penalty: 13509.691406
	Iteration 83Q: 3 clusters Score -1.371952e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 51838 members 
Entering Unmasked Estep 
Score: -13719499.000000 Penalty: 13509.691406
	Iteration 84Q: 3 clusters Score -1.37195e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 51845 members 
Entering Unmasked Estep 
Score: -13719521.000000 Penalty: 13509.691406
	Iteration 85Q: 3 clusters Score -1.371952e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 51852 members 
Entering Unmasked Estep 
Score: -13719519.000000 Penalty: 13509.691406
	Iteration 86Q: 3 clusters Score -1.371952e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 51860 members 
Entering Unmasked Estep 
Score: -13719540.000000 Penalty: 13509.691406
	Iteration 87Q: 3 clusters Score -1.371954e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 51871 members 
Entering Unmasked Estep 
Score: -13719540.000000 Penalty: 13509.691406
	Iteration 88Q: 3 clusters Score -1.371954e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 51882 members 
Entering Unmasked Estep 
Score: -13719531.000000 Penalty: 13509.691406
	Iteration 89Q: 3 clusters Score -1.371953e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 51893 members 
Entering Unmasked Estep 
Score: -13719531.000000 Penalty: 13509.691406
	Iteration 90Q: 3 clusters Score -1.371953e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 51902 members 
Entering Unmasked Estep 
Score: -13719548.000000 Penalty: 13509.691406
	Iteration 91Q: 3 clusters Score -1.371955e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 51905 members 
Entering Unmasked Estep 
Score: -13719535.000000 Penalty: 13509.691406
	Iteration 92Q: 3 clusters Score -1.371954e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 51913 members 
Entering Unmasked Estep 
Score: -13719531.000000 Penalty: 13509.691406
	Iteration 93Q: 3 clusters Score -1.371953e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 51928 members 
Entering Unmasked Estep 
Score: -13719545.000000 Penalty: 13509.691406
	Iteration 94Q: 3 clusters Score -1.371954e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 51939 members 
Entering Unmasked Estep 
Score: -13719546.000000 Penalty: 13509.691406
	Iteration 95Q: 3 clusters Score -1.371955e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 51949 members 
Entering Unmasked Estep 
Score: -13719565.000000 Penalty: 13509.691406
	Iteration 96Q: 3 clusters Score -1.371956e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 51956 members 
Entering Unmasked Estep 
Score: -13719542.000000 Penalty: 13509.691406
	Iteration 97Q: 3 clusters Score -1.371954e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 51966 members 
Entering Unmasked Estep 
Score: -13719548.000000 Penalty: 13509.691406
	Iteration 98Q: 3 clusters Score -1.371955e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 51974 members 
Entering Unmasked Estep 
Score: -13719533.000000 Penalty: 13509.691406
	Iteration 99Q: 3 clusters Score -1.371953e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 51980 members 
Entering Unmasked Estep 
Score: -13719541.000000 Penalty: 13509.691406
	Iteration 100F: 3 clusters Score -1.371954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 51982 members 
Entering Unmasked Estep 
Score: -13719543.000000 Penalty: 13509.691406
	Iteration 101Q: 3 clusters Score -1.371954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 51983 members 
Entering Unmasked Estep 
Score: -13719545.000000 Penalty: 13509.691406
	Iteration 102Q: 3 clusters Score -1.371954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 51984 members 
Entering Unmasked Estep 
Score: -13719533.000000 Penalty: 13509.691406
	Iteration 103Q: 3 clusters Score -1.371953e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 51987 members 
Entering Unmasked Estep 
Score: -13719534.000000 Penalty: 13509.691406
	Iteration 104Q: 3 clusters Score -1.371953e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 51988 members 
Entering Unmasked Estep 
Score: -13719531.000000 Penalty: 13509.691406
	Iteration 105Q: 3 clusters Score -1.371953e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 51988 members 
Entering Unmasked Estep 
Score: -13719531.000000 Penalty: 13509.691406
	Iteration 106F: 3 clusters Score -1.371953e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 33704 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 20562 members 
Mstep: Class 5 contains 152299 members 
Mstep: Class 6 contains 9741 members 
Mstep: Class 7 contains 9606 members 
Mstep: Class 8 contains 41861 members 
Mstep: Class 9 contains 46911 members 
Mstep: Class 10 contains 51988 members 
Mstep: Class 11 contains 135899 members 
Mstep: Class 12 contains 25387 members 
Mstep: Class 13 contains 100320 members 
Mstep: Class 14 contains 15488 members 
Mstep: Class 15 contains 36034 members 
Mstep: Class 16 contains 5095 members 
Mstep: Class 18 contains 4140 members 
Mstep: Class 19 contains 1271 members 
Mstep: Class 21 contains 1502 members 
Entering Unmasked Estep 
Score: -157194688.000000 Penalty: 156916.234375
Splitting cluster 7 changes total score from -157189232.000000 to -157194688.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 8 (41861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41861 members 
Entering Unmasked Estep 
Score: -9483868.000000 Penalty: 6518.292480
	Iteration 0F: 2 clusters Score -9483868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -9453591.000000 Penalty: 13036.584961
	Iteration 0F: 3 clusters Score -9453591 nChanged 18055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -9463760.000000 Penalty: 13036.584961
	Iteration 1F: 3 clusters Score -9463760 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -9467603.000000 Penalty: 13036.584961
	Iteration 2F: 3 clusters Score -9467603 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -9475679.000000 Penalty: 13036.584961
	Iteration 3F: 3 clusters Score -9475679 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 23976 members 
Entering Unmasked Estep 
Score: -9481923.000000 Penalty: 13036.584961
	Iteration 4F: 3 clusters Score -9481923 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -9487064.000000 Penalty: 13036.584961
	Iteration 5F: 3 clusters Score -9487064 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 30786 members 
Entering Unmasked Estep 
Score: -9491579.000000 Penalty: 13036.584961
	Iteration 6F: 3 clusters Score -9491579 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 32606 members 
Entering Unmasked Estep 
Score: -9494671.000000 Penalty: 13036.584961
	Iteration 7Q: 3 clusters Score -9494671 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 33477 members 
Entering Unmasked Estep 
Score: -9496048.000000 Penalty: 13036.584961
	Iteration 8Q: 3 clusters Score -9496048 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 34003 members 
Entering Unmasked Estep 
Score: -9496742.000000 Penalty: 13036.584961
	Iteration 9Q: 3 clusters Score -9496742 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 34296 members 
Entering Unmasked Estep 
Score: -9497113.000000 Penalty: 13036.584961
	Iteration 10Q: 3 clusters Score -9497113 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 34474 members 
Entering Unmasked Estep 
Score: -9497253.000000 Penalty: 13036.584961
	Iteration 11Q: 3 clusters Score -9497253 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 34551 members 
Entering Unmasked Estep 
Score: -9497274.000000 Penalty: 13036.584961
	Iteration 12Q: 3 clusters Score -9497274 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 34594 members 
Entering Unmasked Estep 
Score: -9497279.000000 Penalty: 13036.584961
	Iteration 13Q: 3 clusters Score -9497279 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 34619 members 
Entering Unmasked Estep 
Score: -9497279.000000 Penalty: 13036.584961
	Iteration 14Q: 3 clusters Score -9497279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 34628 members 
Entering Unmasked Estep 
Score: -9497278.000000 Penalty: 13036.584961
	Iteration 15Q: 3 clusters Score -9497278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 34634 members 
Entering Unmasked Estep 
Score: -9497271.000000 Penalty: 13036.584961
	Iteration 16Q: 3 clusters Score -9497271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 34639 members 
Entering Unmasked Estep 
Score: -9497274.000000 Penalty: 13036.584961
	Iteration 17Q: 3 clusters Score -9497274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 34642 members 
Entering Unmasked Estep 
Score: -9497276.000000 Penalty: 13036.584961
	Iteration 18Q: 3 clusters Score -9497276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 34644 members 
Entering Unmasked Estep 
Score: -9497283.000000 Penalty: 13036.584961
	Iteration 19Q: 3 clusters Score -9497283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 34644 members 
Entering Unmasked Estep 
Score: -9497283.000000 Penalty: 13036.584961
	Iteration 20F: 3 clusters Score -9497283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 33704 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 20562 members 
Mstep: Class 5 contains 152299 members 
Mstep: Class 6 contains 9741 members 
Mstep: Class 7 contains 9606 members 
Mstep: Class 8 contains 7217 members 
Mstep: Class 9 contains 46911 members 
Mstep: Class 10 contains 51988 members 
Mstep: Class 11 contains 135899 members 
Mstep: Class 12 contains 25387 members 
Mstep: Class 13 contains 100320 members 
Mstep: Class 14 contains 15488 members 
Mstep: Class 15 contains 36034 members 
Mstep: Class 16 contains 5095 members 
Mstep: Class 17 contains 34644 members 
Mstep: Class 18 contains 4140 members 
Mstep: Class 19 contains 1271 members 
Mstep: Class 21 contains 1502 members 
Entering Unmasked Estep 
Score: -157206320.000000 Penalty: 165174.984375
Splitting cluster 8 changes total score from -157189232.000000 to -157206320.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 9 (46911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46911 members 
Entering Unmasked Estep 
Score: -10538407.000000 Penalty: 6588.054199
	Iteration 0F: 2 clusters Score -1.053841e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -10504612.000000 Penalty: 13176.108398
	Iteration 0F: 3 clusters Score -1.050461e+07 nChanged 20706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -10516148.000000 Penalty: 13176.108398
	Iteration 1F: 3 clusters Score -1.051615e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -10517599.000000 Penalty: 13176.108398
	Iteration 2F: 3 clusters Score -1.05176e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
Score: -10519029.000000 Penalty: 13176.108398
	Iteration 3F: 3 clusters Score -1.051903e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -10520348.000000 Penalty: 13176.108398
	Iteration 4F: 3 clusters Score -1.052035e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -10521505.000000 Penalty: 13176.108398
	Iteration 5Q: 3 clusters Score -1.05215e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -10522868.000000 Penalty: 13176.108398
	Iteration 6F: 3 clusters Score -1.052287e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 27563 members 
Entering Unmasked Estep 
Score: -10524377.000000 Penalty: 13176.108398
	Iteration 7F: 3 clusters Score -1.052438e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 29516 members 
Entering Unmasked Estep 
Score: -10526069.000000 Penalty: 13176.108398
	Iteration 8F: 3 clusters Score -1.052607e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -10527865.000000 Penalty: 13176.108398
	Iteration 9F: 3 clusters Score -1.052786e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 33716 members 
Entering Unmasked Estep 
Score: -10529882.000000 Penalty: 13176.108398
	Iteration 10F: 3 clusters Score -1.052988e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 35649 members 
Entering Unmasked Estep 
Score: -10531876.000000 Penalty: 13176.108398
	Iteration 11F: 3 clusters Score -1.053188e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 37017 members 
Entering Unmasked Estep 
Score: -10533548.000000 Penalty: 13176.108398
	Iteration 12Q: 3 clusters Score -1.053355e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 37877 members 
Entering Unmasked Estep 
Score: -10535039.000000 Penalty: 13176.108398
	Iteration 13Q: 3 clusters Score -1.053504e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 38288 members 
Entering Unmasked Estep 
Score: -10536168.000000 Penalty: 13176.108398
	Iteration 14Q: 3 clusters Score -1.053617e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 38384 members 
Entering Unmasked Estep 
Score: -10537029.000000 Penalty: 13176.108398
	Iteration 15Q: 3 clusters Score -1.053703e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 38338 members 
Entering Unmasked Estep 
Score: -10537676.000000 Penalty: 13176.108398
	Iteration 16Q: 3 clusters Score -1.053768e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 38198 members 
Entering Unmasked Estep 
Score: -10537989.000000 Penalty: 13176.108398
	Iteration 17Q: 3 clusters Score -1.053799e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 38025 members 
Entering Unmasked Estep 
Score: -10538205.000000 Penalty: 13176.108398
	Iteration 18Q: 3 clusters Score -1.05382e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 37867 members 
Entering Unmasked Estep 
Score: -10538302.000000 Penalty: 13176.108398
	Iteration 19Q: 3 clusters Score -1.05383e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 37727 members 
Entering Unmasked Estep 
Score: -10538395.000000 Penalty: 13176.108398
	Iteration 20F: 3 clusters Score -1.05384e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 37610 members 
Entering Unmasked Estep 
Score: -10538438.000000 Penalty: 13176.108398
	Iteration 21Q: 3 clusters Score -1.053844e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 37498 members 
Entering Unmasked Estep 
Score: -10538486.000000 Penalty: 13176.108398
	Iteration 22Q: 3 clusters Score -1.053849e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 37406 members 
Entering Unmasked Estep 
Score: -10538510.000000 Penalty: 13176.108398
	Iteration 23Q: 3 clusters Score -1.053851e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 37326 members 
Entering Unmasked Estep 
Score: -10538554.000000 Penalty: 13176.108398
	Iteration 24Q: 3 clusters Score -1.053855e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 37248 members 
Entering Unmasked Estep 
Score: -10538573.000000 Penalty: 13176.108398
	Iteration 25Q: 3 clusters Score -1.053857e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 37171 members 
Entering Unmasked Estep 
Score: -10538618.000000 Penalty: 13176.108398
	Iteration 26Q: 3 clusters Score -1.053862e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 37113 members 
Entering Unmasked Estep 
Score: -10538611.000000 Penalty: 13176.108398
	Iteration 27Q: 3 clusters Score -1.053861e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 37070 members 
Entering Unmasked Estep 
Score: -10538614.000000 Penalty: 13176.108398
	Iteration 28Q: 3 clusters Score -1.053861e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 37036 members 
Entering Unmasked Estep 
Score: -10538626.000000 Penalty: 13176.108398
	Iteration 29Q: 3 clusters Score -1.053863e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 37014 members 
Entering Unmasked Estep 
Score: -10538618.000000 Penalty: 13176.108398
	Iteration 30Q: 3 clusters Score -1.053862e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 36994 members 
Entering Unmasked Estep 
Score: -10538652.000000 Penalty: 13176.108398
	Iteration 31Q: 3 clusters Score -1.053865e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 36977 members 
Entering Unmasked Estep 
Score: -10538646.000000 Penalty: 13176.108398
	Iteration 32Q: 3 clusters Score -1.053865e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 36965 members 
Entering Unmasked Estep 
Score: -10538641.000000 Penalty: 13176.108398
	Iteration 33Q: 3 clusters Score -1.053864e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 36954 members 
Entering Unmasked Estep 
Score: -10538648.000000 Penalty: 13176.108398
	Iteration 34Q: 3 clusters Score -1.053865e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 36950 members 
Entering Unmasked Estep 
Score: -10538635.000000 Penalty: 13176.108398
	Iteration 35Q: 3 clusters Score -1.053864e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 36946 members 
Entering Unmasked Estep 
Score: -10538634.000000 Penalty: 13176.108398
	Iteration 36Q: 3 clusters Score -1.053863e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 36940 members 
Entering Unmasked Estep 
Score: -10538658.000000 Penalty: 13176.108398
	Iteration 37Q: 3 clusters Score -1.053866e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 36937 members 
Entering Unmasked Estep 
Score: -10538645.000000 Penalty: 13176.108398
	Iteration 38Q: 3 clusters Score -1.053864e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 36935 members 
Entering Unmasked Estep 
Score: -10538658.000000 Penalty: 13176.108398
	Iteration 39Q: 3 clusters Score -1.053866e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 36934 members 
Entering Unmasked Estep 
Score: -10538656.000000 Penalty: 13176.108398
	Iteration 40F: 3 clusters Score -1.053866e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 36932 members 
Entering Unmasked Estep 
Score: -10538654.000000 Penalty: 13176.108398
	Iteration 41Q: 3 clusters Score -1.053865e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 36932 members 
Entering Unmasked Estep 
Score: -10538654.000000 Penalty: 13176.108398
	Iteration 42F: 3 clusters Score -1.053865e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 33704 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 20562 members 
Mstep: Class 5 contains 152299 members 
Mstep: Class 6 contains 9741 members 
Mstep: Class 7 contains 9606 members 
Mstep: Class 8 contains 7217 members 
Mstep: Class 9 contains 9979 members 
Mstep: Class 10 contains 51988 members 
Mstep: Class 11 contains 135899 members 
Mstep: Class 12 contains 25387 members 
Mstep: Class 13 contains 100320 members 
Mstep: Class 14 contains 15488 members 
Mstep: Class 15 contains 36034 members 
Mstep: Class 16 contains 5095 members 
Mstep: Class 17 contains 34644 members 
Mstep: Class 18 contains 4140 members 
Mstep: Class 19 contains 1271 members 
Mstep: Class 20 contains 36932 members 
Mstep: Class 21 contains 1502 members 
Entering Unmasked Estep 
Score: -157204960.000000 Penalty: 173433.734375
Splitting cluster 9 changes total score from -157189232.000000 to -157204960.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 11 (135899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135899 members 
Entering Unmasked Estep 
Score: -30197424.000000 Penalty: 7239.545898
	Iteration 0F: 2 clusters Score -3.019742e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68000 members 
Mstep: Class 2 contains 67899 members 
Entering Unmasked Estep 
Score: -30106490.000000 Penalty: 14479.091797
	Iteration 0F: 3 clusters Score -3.010649e+07 nChanged 62991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68271 members 
Mstep: Class 2 contains 67628 members 
Entering Unmasked Estep 
Score: -30141270.000000 Penalty: 14479.091797
	Iteration 1F: 3 clusters Score -3.014127e+07 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68379 members 
Mstep: Class 2 contains 67520 members 
Entering Unmasked Estep 
Score: -30142912.000000 Penalty: 14479.091797
	Iteration 2Q: 3 clusters Score -3.014291e+07 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68660 members 
Mstep: Class 2 contains 67239 members 
Entering Unmasked Estep 
Score: -30144214.000000 Penalty: 14479.091797
	Iteration 3Q: 3 clusters Score -3.014421e+07 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69148 members 
Mstep: Class 2 contains 66751 members 
Entering Unmasked Estep 
Score: -30145712.000000 Penalty: 14479.091797
	Iteration 4Q: 3 clusters Score -3.014571e+07 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69906 members 
Mstep: Class 2 contains 65993 members 
Entering Unmasked Estep 
Score: -30147458.000000 Penalty: 14479.091797
	Iteration 5Q: 3 clusters Score -3.014746e+07 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70881 members 
Mstep: Class 2 contains 65018 members 
Entering Unmasked Estep 
Score: -30149396.000000 Penalty: 14479.091797
	Iteration 6Q: 3 clusters Score -3.01494e+07 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72265 members 
Mstep: Class 2 contains 63634 members 
Entering Unmasked Estep 
Score: -30151656.000000 Penalty: 14479.091797
	Iteration 7Q: 3 clusters Score -3.015166e+07 nChanged 6107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74080 members 
Mstep: Class 2 contains 61819 members 
Entering Unmasked Estep 
Score: -30154058.000000 Penalty: 14479.091797
	Iteration 8Q: 3 clusters Score -3.015406e+07 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76428 members 
Mstep: Class 2 contains 59471 members 
Entering Unmasked Estep 
Score: -30156726.000000 Penalty: 14479.091797
	Iteration 9Q: 3 clusters Score -3.015673e+07 nChanged 6286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79348 members 
Mstep: Class 2 contains 56551 members 
Entering Unmasked Estep 
Score: -30159756.000000 Penalty: 14479.091797
	Iteration 10Q: 3 clusters Score -3.015976e+07 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82763 members 
Mstep: Class 2 contains 53136 members 
Entering Unmasked Estep 
Score: -30162534.000000 Penalty: 14479.091797
	Iteration 11Q: 3 clusters Score -3.016253e+07 nChanged 5788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86389 members 
Mstep: Class 2 contains 49510 members 
Entering Unmasked Estep 
Score: -30165116.000000 Penalty: 14479.091797
	Iteration 12Q: 3 clusters Score -3.016512e+07 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90139 members 
Mstep: Class 2 contains 45760 members 
Entering Unmasked Estep 
Score: -30167562.000000 Penalty: 14479.091797
	Iteration 13Q: 3 clusters Score -3.016756e+07 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93858 members 
Mstep: Class 2 contains 42041 members 
Entering Unmasked Estep 
Score: -30169802.000000 Penalty: 14479.091797
	Iteration 14Q: 3 clusters Score -3.01698e+07 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97465 members 
Mstep: Class 2 contains 38434 members 
Entering Unmasked Estep 
Score: -30172296.000000 Penalty: 14479.091797
	Iteration 15Q: 3 clusters Score -3.01723e+07 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100710 members 
Mstep: Class 2 contains 35189 members 
Entering Unmasked Estep 
Score: -30175610.000000 Penalty: 14479.091797
	Iteration 16Q: 3 clusters Score -3.017561e+07 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102999 members 
Mstep: Class 2 contains 32900 members 
Entering Unmasked Estep 
Score: -30180550.000000 Penalty: 14479.091797
	Iteration 17Q: 3 clusters Score -3.018055e+07 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103342 members 
Mstep: Class 2 contains 32557 members 
Entering Unmasked Estep 
Score: -30187970.000000 Penalty: 14479.091797
	Iteration 18Q: 3 clusters Score -3.018797e+07 nChanged 6268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101186 members 
Mstep: Class 2 contains 34713 members 
Entering Unmasked Estep 
Score: -30195912.000000 Penalty: 14479.091797
	Iteration 19Q: 3 clusters Score -3.019591e+07 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97533 members 
Mstep: Class 2 contains 38366 members 
Entering Unmasked Estep 
Score: -30202884.000000 Penalty: 14479.091797
	Iteration 20F: 3 clusters Score -3.020288e+07 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93375 members 
Mstep: Class 2 contains 42524 members 
Entering Unmasked Estep 
Score: -30209786.000000 Penalty: 14479.091797
	Iteration 21Q: 3 clusters Score -3.020979e+07 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89020 members 
Mstep: Class 2 contains 46879 members 
Entering Unmasked Estep 
Score: -30216372.000000 Penalty: 14479.091797
	Iteration 22Q: 3 clusters Score -3.021637e+07 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84925 members 
Mstep: Class 2 contains 50974 members 
Entering Unmasked Estep 
Score: -30222556.000000 Penalty: 14479.091797
	Iteration 23Q: 3 clusters Score -3.022256e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81508 members 
Mstep: Class 2 contains 54391 members 
Entering Unmasked Estep 
Score: -30227128.000000 Penalty: 14479.091797
	Iteration 24Q: 3 clusters Score -3.022713e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79206 members 
Mstep: Class 2 contains 56693 members 
Entering Unmasked Estep 
Score: -30229202.000000 Penalty: 14479.091797
	Iteration 25Q: 3 clusters Score -3.02292e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77780 members 
Mstep: Class 2 contains 58119 members 
Entering Unmasked Estep 
Score: -30230298.000000 Penalty: 14479.091797
	Iteration 26Q: 3 clusters Score -3.02303e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76969 members 
Mstep: Class 2 contains 58930 members 
Entering Unmasked Estep 
Score: -30230606.000000 Penalty: 14479.091797
	Iteration 27Q: 3 clusters Score -3.023061e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76502 members 
Mstep: Class 2 contains 59397 members 
Entering Unmasked Estep 
Score: -30230670.000000 Penalty: 14479.091797
	Iteration 28Q: 3 clusters Score -3.023067e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76249 members 
Mstep: Class 2 contains 59650 members 
Entering Unmasked Estep 
Score: -30230708.000000 Penalty: 14479.091797
	Iteration 29Q: 3 clusters Score -3.023071e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76101 members 
Mstep: Class 2 contains 59798 members 
Entering Unmasked Estep 
Score: -30230754.000000 Penalty: 14479.091797
	Iteration 30Q: 3 clusters Score -3.023075e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76020 members 
Mstep: Class 2 contains 59879 members 
Entering Unmasked Estep 
Score: -30230744.000000 Penalty: 14479.091797
	Iteration 31Q: 3 clusters Score -3.023074e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75957 members 
Mstep: Class 2 contains 59942 members 
Entering Unmasked Estep 
Score: -30230728.000000 Penalty: 14479.091797
	Iteration 32Q: 3 clusters Score -3.023073e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75921 members 
Mstep: Class 2 contains 59978 members 
Entering Unmasked Estep 
Score: -30230794.000000 Penalty: 14479.091797
	Iteration 33Q: 3 clusters Score -3.023079e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75897 members 
Mstep: Class 2 contains 60002 members 
Entering Unmasked Estep 
Score: -30230822.000000 Penalty: 14479.091797
	Iteration 34Q: 3 clusters Score -3.023082e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75885 members 
Mstep: Class 2 contains 60014 members 
Entering Unmasked Estep 
Score: -30230790.000000 Penalty: 14479.091797
	Iteration 35Q: 3 clusters Score -3.023079e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75879 members 
Mstep: Class 2 contains 60020 members 
Entering Unmasked Estep 
Score: -30230802.000000 Penalty: 14479.091797
	Iteration 36Q: 3 clusters Score -3.02308e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75874 members 
Mstep: Class 2 contains 60025 members 
Entering Unmasked Estep 
Score: -30230796.000000 Penalty: 14479.091797
	Iteration 37Q: 3 clusters Score -3.02308e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75872 members 
Mstep: Class 2 contains 60027 members 
Entering Unmasked Estep 
Score: -30230792.000000 Penalty: 14479.091797
	Iteration 38Q: 3 clusters Score -3.023079e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75871 members 
Mstep: Class 2 contains 60028 members 
Entering Unmasked Estep 
Score: -30230772.000000 Penalty: 14479.091797
	Iteration 39Q: 3 clusters Score -3.023077e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75870 members 
Mstep: Class 2 contains 60029 members 
Entering Unmasked Estep 
Score: -30230846.000000 Penalty: 14479.091797
	Iteration 40F: 3 clusters Score -3.023085e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75799 members 
Mstep: Class 2 contains 60100 members 
Entering Unmasked Estep 
Score: -30230844.000000 Penalty: 14479.091797
	Iteration 41Q: 3 clusters Score -3.023084e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75760 members 
Mstep: Class 2 contains 60139 members 
Entering Unmasked Estep 
Score: -30230832.000000 Penalty: 14479.091797
	Iteration 42Q: 3 clusters Score -3.023083e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75740 members 
Mstep: Class 2 contains 60159 members 
Entering Unmasked Estep 
Score: -30230800.000000 Penalty: 14479.091797
	Iteration 43Q: 3 clusters Score -3.02308e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75729 members 
Mstep: Class 2 contains 60170 members 
Entering Unmasked Estep 
Score: -30230810.000000 Penalty: 14479.091797
	Iteration 44Q: 3 clusters Score -3.023081e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75724 members 
Mstep: Class 2 contains 60175 members 
Entering Unmasked Estep 
Score: -30230824.000000 Penalty: 14479.091797
	Iteration 45Q: 3 clusters Score -3.023082e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75723 members 
Mstep: Class 2 contains 60176 members 
Entering Unmasked Estep 
Score: -30230836.000000 Penalty: 14479.091797
	Iteration 46Q: 3 clusters Score -3.023084e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75723 members 
Mstep: Class 2 contains 60176 members 
Entering Unmasked Estep 
Score: -30230836.000000 Penalty: 14479.091797
	Iteration 47F: 3 clusters Score -3.023084e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 33704 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 20562 members 
Mstep: Class 5 contains 152299 members 
Mstep: Class 6 contains 9741 members 
Mstep: Class 7 contains 9606 members 
Mstep: Class 8 contains 7217 members 
Mstep: Class 9 contains 9979 members 
Mstep: Class 10 contains 51988 members 
Mstep: Class 11 contains 75723 members 
Mstep: Class 12 contains 25387 members 
Mstep: Class 13 contains 100320 members 
Mstep: Class 14 contains 15488 members 
Mstep: Class 15 contains 36034 members 
Mstep: Class 16 contains 5095 members 
Mstep: Class 17 contains 34644 members 
Mstep: Class 18 contains 4140 members 
Mstep: Class 19 contains 1271 members 
Mstep: Class 20 contains 36932 members 
Mstep: Class 21 contains 1502 members 
Mstep: Class 22 contains 60176 members 
Entering Unmasked Estep 
Score: -157234384.000000 Penalty: 181692.484375
Splitting cluster 11 changes total score from -157189232.000000 to -157234384.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 12 (25387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25387 members 
Entering Unmasked Estep 
Score: -5662450.000000 Penalty: 6211.970215
	Iteration 0F: 2 clusters Score -5662450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -5642626.000000 Penalty: 12423.940430
	Iteration 0F: 3 clusters Score -5642626 nChanged 10514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -5648880.000000 Penalty: 12423.940430
	Iteration 1F: 3 clusters Score -5648880 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -5650699.000000 Penalty: 12423.940430
	Iteration 2F: 3 clusters Score -5650699 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -5652486.500000 Penalty: 12423.940430
	Iteration 3F: 3 clusters Score -5652486 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -5654039.500000 Penalty: 12423.940430
	Iteration 4F: 3 clusters Score -5654040 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -5655074.000000 Penalty: 12423.940430
	Iteration 5F: 3 clusters Score -5655074 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -5655874.500000 Penalty: 12423.940430
	Iteration 6F: 3 clusters Score -5655874 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -5656802.500000 Penalty: 12423.940430
	Iteration 7Q: 3 clusters Score -5656802 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -5658152.000000 Penalty: 12423.940430
	Iteration 8F: 3 clusters Score -5658152 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -5659571.000000 Penalty: 12423.940430
	Iteration 9Q: 3 clusters Score -5659571 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -5660343.500000 Penalty: 12423.940430
	Iteration 10Q: 3 clusters Score -5660344 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -5660723.000000 Penalty: 12423.940430
	Iteration 11Q: 3 clusters Score -5660723 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -5660878.000000 Penalty: 12423.940430
	Iteration 12Q: 3 clusters Score -5660878 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -5661044.500000 Penalty: 12423.940430
	Iteration 13Q: 3 clusters Score -5661044 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -5661236.000000 Penalty: 12423.940430
	Iteration 14Q: 3 clusters Score -5661236 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -5661434.000000 Penalty: 12423.940430
	Iteration 15Q: 3 clusters Score -5661434 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -5661650.000000 Penalty: 12423.940430
	Iteration 16Q: 3 clusters Score -5661650 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -5661940.000000 Penalty: 12423.940430
	Iteration 17Q: 3 clusters Score -5661940 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -5662208.000000 Penalty: 12423.940430
	Iteration 18Q: 3 clusters Score -5662208 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -5662417.000000 Penalty: 12423.940430
	Iteration 19Q: 3 clusters Score -5662417 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -5662558.500000 Penalty: 12423.940430
	Iteration 20F: 3 clusters Score -5662558 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -5662652.000000 Penalty: 12423.940430
	Iteration 21Q: 3 clusters Score -5662652 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -5662710.500000 Penalty: 12423.940430
	Iteration 22Q: 3 clusters Score -5662710 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -5662750.000000 Penalty: 12423.940430
	Iteration 23Q: 3 clusters Score -5662750 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -5662741.000000 Penalty: 12423.940430
	Iteration 24Q: 3 clusters Score -5662741 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -5662754.500000 Penalty: 12423.940430
	Iteration 25Q: 3 clusters Score -5662754 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -5662762.000000 Penalty: 12423.940430
	Iteration 26Q: 3 clusters Score -5662762 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -5662755.000000 Penalty: 12423.940430
	Iteration 27Q: 3 clusters Score -5662755 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -5662779.000000 Penalty: 12423.940430
	Iteration 28Q: 3 clusters Score -5662779 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -5662784.000000 Penalty: 12423.940430
	Iteration 29Q: 3 clusters Score -5662784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -5662785.500000 Penalty: 12423.940430
	Iteration 30Q: 3 clusters Score -5662786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -5662779.500000 Penalty: 12423.940430
	Iteration 31Q: 3 clusters Score -5662780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -5662783.000000 Penalty: 12423.940430
	Iteration 32Q: 3 clusters Score -5662783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -5662792.000000 Penalty: 12423.940430
	Iteration 33Q: 3 clusters Score -5662792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -5662800.500000 Penalty: 12423.940430
	Iteration 34Q: 3 clusters Score -5662800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -5662796.500000 Penalty: 12423.940430
	Iteration 35Q: 3 clusters Score -5662796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -5662802.000000 Penalty: 12423.940430
	Iteration 36Q: 3 clusters Score -5662802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -5662789.500000 Penalty: 12423.940430
	Iteration 37Q: 3 clusters Score -5662790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -5662789.500000 Penalty: 12423.940430
	Iteration 38F: 3 clusters Score -5662790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 33704 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 20562 members 
Mstep: Class 5 contains 152299 members 
Mstep: Class 6 contains 9741 members 
Mstep: Class 7 contains 9606 members 
Mstep: Class 8 contains 7217 members 
Mstep: Class 9 contains 9979 members 
Mstep: Class 10 contains 51988 members 
Mstep: Class 11 contains 75723 members 
Mstep: Class 12 contains 9629 members 
Mstep: Class 13 contains 100320 members 
Mstep: Class 14 contains 15488 members 
Mstep: Class 15 contains 36034 members 
Mstep: Class 16 contains 5095 members 
Mstep: Class 17 contains 34644 members 
Mstep: Class 18 contains 4140 members 
Mstep: Class 19 contains 1271 members 
Mstep: Class 20 contains 36932 members 
Mstep: Class 21 contains 1502 members 
Mstep: Class 22 contains 60176 members 
Mstep: Class 23 contains 15758 members 
Entering Unmasked Estep 
Score: -157232016.000000 Penalty: 189951.234375
Splitting cluster 12 changes total score from -157189232.000000 to -157232016.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 13 (100320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100320 members 
Entering Unmasked Estep 
Score: -22344010.000000 Penalty: 7053.623535
	Iteration 0F: 2 clusters Score -2.234401e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50168 members 
Mstep: Class 2 contains 50152 members 
Entering Unmasked Estep 
Score: -22275686.000000 Penalty: 14107.247070
	Iteration 0F: 3 clusters Score -2.227569e+07 nChanged 45910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50116 members 
Mstep: Class 2 contains 50204 members 
Entering Unmasked Estep 
Score: -22300600.000000 Penalty: 14107.247070
	Iteration 1F: 3 clusters Score -2.23006e+07 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50191 members 
Mstep: Class 2 contains 50129 members 
Entering Unmasked Estep 
Score: -22301912.000000 Penalty: 14107.247070
	Iteration 2Q: 3 clusters Score -2.230191e+07 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50265 members 
Mstep: Class 2 contains 50055 members 
Entering Unmasked Estep 
Score: -22303418.000000 Penalty: 14107.247070
	Iteration 3Q: 3 clusters Score -2.230342e+07 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50180 members 
Mstep: Class 2 contains 50140 members 
Entering Unmasked Estep 
Score: -22305116.000000 Penalty: 14107.247070
	Iteration 4Q: 3 clusters Score -2.230512e+07 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49786 members 
Mstep: Class 2 contains 50534 members 
Entering Unmasked Estep 
Score: -22306670.000000 Penalty: 14107.247070
	Iteration 5Q: 3 clusters Score -2.230667e+07 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48822 members 
Mstep: Class 2 contains 51498 members 
Entering Unmasked Estep 
Score: -22308454.000000 Penalty: 14107.247070
	Iteration 6Q: 3 clusters Score -2.230845e+07 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47140 members 
Mstep: Class 2 contains 53180 members 
Entering Unmasked Estep 
Score: -22310304.000000 Penalty: 14107.247070
	Iteration 7Q: 3 clusters Score -2.23103e+07 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44757 members 
Mstep: Class 2 contains 55563 members 
Entering Unmasked Estep 
Score: -22312766.000000 Penalty: 14107.247070
	Iteration 8Q: 3 clusters Score -2.231277e+07 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41463 members 
Mstep: Class 2 contains 58857 members 
Entering Unmasked Estep 
Score: -22316076.000000 Penalty: 14107.247070
	Iteration 9F: 3 clusters Score -2.231608e+07 nChanged 6376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37175 members 
Mstep: Class 2 contains 63145 members 
Entering Unmasked Estep 
Score: -22320880.000000 Penalty: 14107.247070
	Iteration 10F: 3 clusters Score -2.232088e+07 nChanged 7262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32419 members 
Mstep: Class 2 contains 67901 members 
Entering Unmasked Estep 
Score: -22328158.000000 Penalty: 14107.247070
	Iteration 11F: 3 clusters Score -2.232816e+07 nChanged 6887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 71988 members 
Entering Unmasked Estep 
Score: -22336296.000000 Penalty: 14107.247070
	Iteration 12F: 3 clusters Score -2.23363e+07 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26328 members 
Mstep: Class 2 contains 73992 members 
Entering Unmasked Estep 
Score: -22342372.000000 Penalty: 14107.247070
	Iteration 13F: 3 clusters Score -2.234237e+07 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 74504 members 
Entering Unmasked Estep 
Score: -22345254.000000 Penalty: 14107.247070
	Iteration 14Q: 3 clusters Score -2.234525e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 74445 members 
Entering Unmasked Estep 
Score: -22346306.000000 Penalty: 14107.247070
	Iteration 15Q: 3 clusters Score -2.234631e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26090 members 
Mstep: Class 2 contains 74230 members 
Entering Unmasked Estep 
Score: -22347096.000000 Penalty: 14107.247070
	Iteration 16Q: 3 clusters Score -2.23471e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26379 members 
Mstep: Class 2 contains 73941 members 
Entering Unmasked Estep 
Score: -22347480.000000 Penalty: 14107.247070
	Iteration 17Q: 3 clusters Score -2.234748e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 73627 members 
Entering Unmasked Estep 
Score: -22347544.000000 Penalty: 14107.247070
	Iteration 18Q: 3 clusters Score -2.234754e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 73340 members 
Entering Unmasked Estep 
Score: -22347658.000000 Penalty: 14107.247070
	Iteration 19Q: 3 clusters Score -2.234766e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 73074 members 
Entering Unmasked Estep 
Score: -22347760.000000 Penalty: 14107.247070
	Iteration 20F: 3 clusters Score -2.234776e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 72843 members 
Entering Unmasked Estep 
Score: -22347816.000000 Penalty: 14107.247070
	Iteration 21Q: 3 clusters Score -2.234782e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 72641 members 
Entering Unmasked Estep 
Score: -22347858.000000 Penalty: 14107.247070
	Iteration 22Q: 3 clusters Score -2.234786e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 72485 members 
Entering Unmasked Estep 
Score: -22347828.000000 Penalty: 14107.247070
	Iteration 23Q: 3 clusters Score -2.234783e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 72342 members 
Entering Unmasked Estep 
Score: -22347866.000000 Penalty: 14107.247070
	Iteration 24Q: 3 clusters Score -2.234787e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 72229 members 
Entering Unmasked Estep 
Score: -22347882.000000 Penalty: 14107.247070
	Iteration 25Q: 3 clusters Score -2.234788e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28176 members 
Mstep: Class 2 contains 72144 members 
Entering Unmasked Estep 
Score: -22347894.000000 Penalty: 14107.247070
	Iteration 26Q: 3 clusters Score -2.234789e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 72070 members 
Entering Unmasked Estep 
Score: -22347918.000000 Penalty: 14107.247070
	Iteration 27Q: 3 clusters Score -2.234792e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 72004 members 
Entering Unmasked Estep 
Score: -22347906.000000 Penalty: 14107.247070
	Iteration 28Q: 3 clusters Score -2.234791e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28368 members 
Mstep: Class 2 contains 71952 members 
Entering Unmasked Estep 
Score: -22347938.000000 Penalty: 14107.247070
	Iteration 29Q: 3 clusters Score -2.234794e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28406 members 
Mstep: Class 2 contains 71914 members 
Entering Unmasked Estep 
Score: -22347966.000000 Penalty: 14107.247070
	Iteration 30Q: 3 clusters Score -2.234797e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28431 members 
Mstep: Class 2 contains 71889 members 
Entering Unmasked Estep 
Score: -22347966.000000 Penalty: 14107.247070
	Iteration 31Q: 3 clusters Score -2.234797e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28450 members 
Mstep: Class 2 contains 71870 members 
Entering Unmasked Estep 
Score: -22347934.000000 Penalty: 14107.247070
	Iteration 32Q: 3 clusters Score -2.234793e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 71858 members 
Entering Unmasked Estep 
Score: -22347950.000000 Penalty: 14107.247070
	Iteration 33Q: 3 clusters Score -2.234795e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 71845 members 
Entering Unmasked Estep 
Score: -22347954.000000 Penalty: 14107.247070
	Iteration 34Q: 3 clusters Score -2.234795e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28483 members 
Mstep: Class 2 contains 71837 members 
Entering Unmasked Estep 
Score: -22347944.000000 Penalty: 14107.247070
	Iteration 35Q: 3 clusters Score -2.234794e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28490 members 
Mstep: Class 2 contains 71830 members 
Entering Unmasked Estep 
Score: -22347950.000000 Penalty: 14107.247070
	Iteration 36Q: 3 clusters Score -2.234795e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 71826 members 
Entering Unmasked Estep 
Score: -22347950.000000 Penalty: 14107.247070
	Iteration 37Q: 3 clusters Score -2.234795e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28499 members 
Mstep: Class 2 contains 71821 members 
Entering Unmasked Estep 
Score: -22347970.000000 Penalty: 14107.247070
	Iteration 38Q: 3 clusters Score -2.234797e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 71813 members 
Entering Unmasked Estep 
Score: -22347962.000000 Penalty: 14107.247070
	Iteration 39Q: 3 clusters Score -2.234796e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28511 members 
Mstep: Class 2 contains 71809 members 
Entering Unmasked Estep 
Score: -22347976.000000 Penalty: 14107.247070
	Iteration 40F: 3 clusters Score -2.234798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 71805 members 
Entering Unmasked Estep 
Score: -22347972.000000 Penalty: 14107.247070
	Iteration 41Q: 3 clusters Score -2.234797e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 71800 members 
Entering Unmasked Estep 
Score: -22347954.000000 Penalty: 14107.247070
	Iteration 42Q: 3 clusters Score -2.234795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28521 members 
Mstep: Class 2 contains 71799 members 
Entering Unmasked Estep 
Score: -22347948.000000 Penalty: 14107.247070
	Iteration 43Q: 3 clusters Score -2.234795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 71798 members 
Entering Unmasked Estep 
Score: -22347956.000000 Penalty: 14107.247070
	Iteration 44Q: 3 clusters Score -2.234796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 71797 members 
Entering Unmasked Estep 
Score: -22347952.000000 Penalty: 14107.247070
	Iteration 45Q: 3 clusters Score -2.234795e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 71797 members 
Entering Unmasked Estep 
Score: -22347952.000000 Penalty: 14107.247070
	Iteration 46F: 3 clusters Score -2.234795e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 33704 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 20562 members 
Mstep: Class 5 contains 152299 members 
Mstep: Class 6 contains 9741 members 
Mstep: Class 7 contains 9606 members 
Mstep: Class 8 contains 7217 members 
Mstep: Class 9 contains 9979 members 
Mstep: Class 10 contains 51988 members 
Mstep: Class 11 contains 75723 members 
Mstep: Class 12 contains 9629 members 
Mstep: Class 13 contains 28523 members 
Mstep: Class 14 contains 15488 members 
Mstep: Class 15 contains 36034 members 
Mstep: Class 16 contains 5095 members 
Mstep: Class 17 contains 34644 members 
Mstep: Class 18 contains 4140 members 
Mstep: Class 19 contains 1271 members 
Mstep: Class 20 contains 36932 members 
Mstep: Class 21 contains 1502 members 
Mstep: Class 22 contains 60176 members 
Mstep: Class 23 contains 15758 members 
Mstep: Class 24 contains 71797 members 
Entering Unmasked Estep 
Score: -157234896.000000 Penalty: 198209.984375
Splitting cluster 13 changes total score from -157189232.000000 to -157234896.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 14 (15488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Entering Unmasked Estep 
Score: -3301672.500000 Penalty: 5909.290039
	Iteration 0F: 2 clusters Score -3301672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -3287996.000000 Penalty: 11818.580078
	Iteration 0F: 3 clusters Score -3287996 nChanged 6076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -3291585.000000 Penalty: 11818.580078
	Iteration 1F: 3 clusters Score -3291585 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -3292555.750000 Penalty: 11818.580078
	Iteration 2F: 3 clusters Score -3292556 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -3293437.750000 Penalty: 11818.580078
	Iteration 3F: 3 clusters Score -3293438 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -3294298.000000 Penalty: 11818.580078
	Iteration 4F: 3 clusters Score -3294298 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -3295086.750000 Penalty: 11818.580078
	Iteration 5F: 3 clusters Score -3295087 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -3295847.500000 Penalty: 11818.580078
	Iteration 6F: 3 clusters Score -3295848 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -3296558.500000 Penalty: 11818.580078
	Iteration 7F: 3 clusters Score -3296558 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -3297196.750000 Penalty: 11818.580078
	Iteration 8Q: 3 clusters Score -3297197 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -3297687.500000 Penalty: 11818.580078
	Iteration 9Q: 3 clusters Score -3297688 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -3298039.250000 Penalty: 11818.580078
	Iteration 10Q: 3 clusters Score -3298039 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -3298311.250000 Penalty: 11818.580078
	Iteration 11Q: 3 clusters Score -3298311 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -3298458.500000 Penalty: 11818.580078
	Iteration 12Q: 3 clusters Score -3298458 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -3298568.250000 Penalty: 11818.580078
	Iteration 13Q: 3 clusters Score -3298568 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -3298646.250000 Penalty: 11818.580078
	Iteration 14Q: 3 clusters Score -3298646 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -3298701.750000 Penalty: 11818.580078
	Iteration 15Q: 3 clusters Score -3298702 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -3298768.750000 Penalty: 11818.580078
	Iteration 16Q: 3 clusters Score -3298769 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -3298850.750000 Penalty: 11818.580078
	Iteration 17Q: 3 clusters Score -3298851 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -3298981.000000 Penalty: 11818.580078
	Iteration 18Q: 3 clusters Score -3298981 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -3299203.500000 Penalty: 11818.580078
	Iteration 19Q: 3 clusters Score -3299204 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -3299485.500000 Penalty: 11818.580078
	Iteration 20F: 3 clusters Score -3299486 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -3299712.750000 Penalty: 11818.580078
	Iteration 21Q: 3 clusters Score -3299713 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -3299815.250000 Penalty: 11818.580078
	Iteration 22Q: 3 clusters Score -3299815 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -3299858.500000 Penalty: 11818.580078
	Iteration 23Q: 3 clusters Score -3299858 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -3299884.000000 Penalty: 11818.580078
	Iteration 24Q: 3 clusters Score -3299884 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -3299895.750000 Penalty: 11818.580078
	Iteration 25Q: 3 clusters Score -3299896 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -3299905.000000 Penalty: 11818.580078
	Iteration 26Q: 3 clusters Score -3299905 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -3299914.000000 Penalty: 11818.580078
	Iteration 27Q: 3 clusters Score -3299914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -3299916.000000 Penalty: 11818.580078
	Iteration 28Q: 3 clusters Score -3299916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -3299920.750000 Penalty: 11818.580078
	Iteration 29Q: 3 clusters Score -3299921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -3299916.000000 Penalty: 11818.580078
	Iteration 30Q: 3 clusters Score -3299916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -3299915.000000 Penalty: 11818.580078
	Iteration 31Q: 3 clusters Score -3299915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -3299914.250000 Penalty: 11818.580078
	Iteration 32Q: 3 clusters Score -3299914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -3299913.500000 Penalty: 11818.580078
	Iteration 33Q: 3 clusters Score -3299914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -3299913.500000 Penalty: 11818.580078
	Iteration 34F: 3 clusters Score -3299914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (36034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36034 members 
Entering Unmasked Estep 
Score: -7660511.500000 Penalty: 6426.483398
	Iteration 0F: 2 clusters Score -7660512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -7634163.000000 Penalty: 12852.966797
	Iteration 0F: 3 clusters Score -7634163 nChanged 15267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -7642793.000000 Penalty: 12852.966797
	Iteration 1F: 3 clusters Score -7642793 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -7644786.000000 Penalty: 12852.966797
	Iteration 2F: 3 clusters Score -7644786 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -7647314.000000 Penalty: 12852.966797
	Iteration 3F: 3 clusters Score -7647314 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -7650094.000000 Penalty: 12852.966797
	Iteration 4F: 3 clusters Score -7650094 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -7652692.000000 Penalty: 12852.966797
	Iteration 5F: 3 clusters Score -7652692 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -7654682.000000 Penalty: 12852.966797
	Iteration 6F: 3 clusters Score -7654682 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -7655757.500000 Penalty: 12852.966797
	Iteration 7F: 3 clusters Score -7655758 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -7656346.500000 Penalty: 12852.966797
	Iteration 8Q: 3 clusters Score -7656346 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -7656674.000000 Penalty: 12852.966797
	Iteration 9Q: 3 clusters Score -7656674 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -7656850.500000 Penalty: 12852.966797
	Iteration 10Q: 3 clusters Score -7656850 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -7657039.500000 Penalty: 12852.966797
	Iteration 11Q: 3 clusters Score -7657040 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -7657180.500000 Penalty: 12852.966797
	Iteration 12Q: 3 clusters Score -7657180 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -7657310.500000 Penalty: 12852.966797
	Iteration 13Q: 3 clusters Score -7657310 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -7657442.000000 Penalty: 12852.966797
	Iteration 14Q: 3 clusters Score -7657442 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -7657551.000000 Penalty: 12852.966797
	Iteration 15Q: 3 clusters Score -7657551 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -7657615.500000 Penalty: 12852.966797
	Iteration 16Q: 3 clusters Score -7657616 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -7657733.000000 Penalty: 12852.966797
	Iteration 17Q: 3 clusters Score -7657733 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -7657833.500000 Penalty: 12852.966797
	Iteration 18Q: 3 clusters Score -7657834 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -7657960.000000 Penalty: 12852.966797
	Iteration 19Q: 3 clusters Score -7657960 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -7658074.000000 Penalty: 12852.966797
	Iteration 20F: 3 clusters Score -7658074 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -7658167.000000 Penalty: 12852.966797
	Iteration 21Q: 3 clusters Score -7658167 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -7658296.000000 Penalty: 12852.966797
	Iteration 22Q: 3 clusters Score -7658296 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -7658389.500000 Penalty: 12852.966797
	Iteration 23Q: 3 clusters Score -7658390 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -7658466.500000 Penalty: 12852.966797
	Iteration 24Q: 3 clusters Score -7658466 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22732 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -7658539.000000 Penalty: 12852.966797
	Iteration 25Q: 3 clusters Score -7658539 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -7658593.500000 Penalty: 12852.966797
	Iteration 26Q: 3 clusters Score -7658594 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -7658637.500000 Penalty: 12852.966797
	Iteration 27Q: 3 clusters Score -7658638 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -7658696.000000 Penalty: 12852.966797
	Iteration 28Q: 3 clusters Score -7658696 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -7658734.000000 Penalty: 12852.966797
	Iteration 29Q: 3 clusters Score -7658734 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -7658776.000000 Penalty: 12852.966797
	Iteration 30Q: 3 clusters Score -7658776 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -7658787.500000 Penalty: 12852.966797
	Iteration 31Q: 3 clusters Score -7658788 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -7658810.000000 Penalty: 12852.966797
	Iteration 32Q: 3 clusters Score -7658810 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -7658831.500000 Penalty: 12852.966797
	Iteration 33Q: 3 clusters Score -7658832 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -7658885.000000 Penalty: 12852.966797
	Iteration 34Q: 3 clusters Score -7658885 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -7658896.000000 Penalty: 12852.966797
	Iteration 35Q: 3 clusters Score -7658896 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -7658895.500000 Penalty: 12852.966797
	Iteration 36Q: 3 clusters Score -7658896 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -7658930.000000 Penalty: 12852.966797
	Iteration 37Q: 3 clusters Score -7658930 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -7658939.500000 Penalty: 12852.966797
	Iteration 38Q: 3 clusters Score -7658940 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -7658942.500000 Penalty: 12852.966797
	Iteration 39Q: 3 clusters Score -7658942 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -7658957.000000 Penalty: 12852.966797
	Iteration 40F: 3 clusters Score -7658957 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -7658946.500000 Penalty: 12852.966797
	Iteration 41Q: 3 clusters Score -7658946 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -7658950.500000 Penalty: 12852.966797
	Iteration 42Q: 3 clusters Score -7658950 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -7658966.000000 Penalty: 12852.966797
	Iteration 43Q: 3 clusters Score -7658966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -7658981.000000 Penalty: 12852.966797
	Iteration 44Q: 3 clusters Score -7658981 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -7658972.500000 Penalty: 12852.966797
	Iteration 45Q: 3 clusters Score -7658972 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -7658969.000000 Penalty: 12852.966797
	Iteration 46Q: 3 clusters Score -7658969 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -7658980.000000 Penalty: 12852.966797
	Iteration 47Q: 3 clusters Score -7658980 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -7658978.000000 Penalty: 12852.966797
	Iteration 48Q: 3 clusters Score -7658978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -7658986.000000 Penalty: 12852.966797
	Iteration 49Q: 3 clusters Score -7658986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -7658985.500000 Penalty: 12852.966797
	Iteration 50Q: 3 clusters Score -7658986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -7658981.000000 Penalty: 12852.966797
	Iteration 51Q: 3 clusters Score -7658981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -7658975.500000 Penalty: 12852.966797
	Iteration 52Q: 3 clusters Score -7658976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -7658972.500000 Penalty: 12852.966797
	Iteration 53Q: 3 clusters Score -7658972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -7658978.000000 Penalty: 12852.966797
	Iteration 54Q: 3 clusters Score -7658978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -7658986.000000 Penalty: 12852.966797
	Iteration 55Q: 3 clusters Score -7658986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -7658984.000000 Penalty: 12852.966797
	Iteration 56Q: 3 clusters Score -7658984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -7658993.500000 Penalty: 12852.966797
	Iteration 57Q: 3 clusters Score -7658994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -7659002.000000 Penalty: 12852.966797
	Iteration 58Q: 3 clusters Score -7659002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -7658992.500000 Penalty: 12852.966797
	Iteration 59Q: 3 clusters Score -7658992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -7658994.500000 Penalty: 12852.966797
	Iteration 60F: 3 clusters Score -7658994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -7658991.000000 Penalty: 12852.966797
	Iteration 61Q: 3 clusters Score -7658991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -7658987.000000 Penalty: 12852.966797
	Iteration 62Q: 3 clusters Score -7658987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -7658992.000000 Penalty: 12852.966797
	Iteration 63Q: 3 clusters Score -7658992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -7658992.000000 Penalty: 12852.966797
	Iteration 64F: 3 clusters Score -7658992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Entering Unmasked Estep 
Score: -1108661.000000 Penalty: 5228.309082
	Iteration 0F: 2 clusters Score -1108661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1101651.750000 Penalty: 10456.618164
	Iteration 0F: 3 clusters Score -1101652 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1103574.125000 Penalty: 10456.618164
	Iteration 1F: 3 clusters Score -1103574 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1104708.750000 Penalty: 10456.618164
	Iteration 2F: 3 clusters Score -1104709 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1105513.375000 Penalty: 10456.618164
	Iteration 3F: 3 clusters Score -1105513 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1106032.500000 Penalty: 10456.618164
	Iteration 4F: 3 clusters Score -1106032 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1106497.250000 Penalty: 10456.618164
	Iteration 5F: 3 clusters Score -1106497 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1107089.875000 Penalty: 10456.618164
	Iteration 6F: 3 clusters Score -1107090 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1108201.875000 Penalty: 10456.618164
	Iteration 7F: 3 clusters Score -1108202 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1110006.625000 Penalty: 10456.618164
	Iteration 8F: 3 clusters Score -1110007 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1111100.750000 Penalty: 10456.618164
	Iteration 9F: 3 clusters Score -1111101 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1111858.875000 Penalty: 10456.618164
	Iteration 10F: 3 clusters Score -1111859 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1112476.375000 Penalty: 10456.618164
	Iteration 11Q: 3 clusters Score -1112476 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1112898.750000 Penalty: 10456.618164
	Iteration 12Q: 3 clusters Score -1112899 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1113066.375000 Penalty: 10456.618164
	Iteration 13Q: 3 clusters Score -1113066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1113085.375000 Penalty: 10456.618164
	Iteration 14Q: 3 clusters Score -1113085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1113087.375000 Penalty: 10456.618164
	Iteration 15Q: 3 clusters Score -1113087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1113088.125000 Penalty: 10456.618164
	Iteration 16Q: 3 clusters Score -1113088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1113088.125000 Penalty: 10456.618164
	Iteration 17F: 3 clusters Score -1113088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 33704 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 20562 members 
Mstep: Class 5 contains 152299 members 
Mstep: Class 6 contains 9741 members 
Mstep: Class 7 contains 9606 members 
Mstep: Class 8 contains 7217 members 
Mstep: Class 9 contains 9979 members 
Mstep: Class 10 contains 51988 members 
Mstep: Class 11 contains 75723 members 
Mstep: Class 12 contains 9629 members 
Mstep: Class 13 contains 28523 members 
Mstep: Class 14 contains 15488 members 
Mstep: Class 15 contains 36034 members 
Mstep: Class 16 contains 3308 members 
Mstep: Class 17 contains 34644 members 
Mstep: Class 18 contains 4140 members 
Mstep: Class 19 contains 1271 members 
Mstep: Class 20 contains 36932 members 
Mstep: Class 21 contains 1502 members 
Mstep: Class 22 contains 60176 members 
Mstep: Class 23 contains 15758 members 
Mstep: Class 24 contains 71797 members 
Mstep: Class 25 contains 1787 members 
Entering Unmasked Estep 
Score: -157236304.000000 Penalty: 206468.734375
Splitting cluster 16 changes total score from -157189232.000000 to -157236304.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 18 (4140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Entering Unmasked Estep 
Score: -842151.875000 Penalty: 5101.176270
	Iteration 0F: 2 clusters Score -842151.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -835916.562500 Penalty: 10202.352539
	Iteration 0F: 3 clusters Score -835916.6 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -837846.375000 Penalty: 10202.352539
	Iteration 1F: 3 clusters Score -837846.4 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -839893.500000 Penalty: 10202.352539
	Iteration 2F: 3 clusters Score -839893.5 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -843306.000000 Penalty: 10202.352539
	Iteration 3F: 3 clusters Score -843306 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -846675.187500 Penalty: 10202.352539
	Iteration 4F: 3 clusters Score -846675.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -847766.500000 Penalty: 10202.352539
	Iteration 5F: 3 clusters Score -847766.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -848118.750000 Penalty: 10202.352539
	Iteration 6Q: 3 clusters Score -848118.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -848356.375000 Penalty: 10202.352539
	Iteration 7Q: 3 clusters Score -848356.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -848538.812500 Penalty: 10202.352539
	Iteration 8Q: 3 clusters Score -848538.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -848745.000000 Penalty: 10202.352539
	Iteration 9Q: 3 clusters Score -848745 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -848937.500000 Penalty: 10202.352539
	Iteration 10Q: 3 clusters Score -848937.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -849151.437500 Penalty: 10202.352539
	Iteration 11Q: 3 clusters Score -849151.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -849398.250000 Penalty: 10202.352539
	Iteration 12Q: 3 clusters Score -849398.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -849706.312500 Penalty: 10202.352539
	Iteration 13Q: 3 clusters Score -849706.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -850079.000000 Penalty: 10202.352539
	Iteration 14Q: 3 clusters Score -850079 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -850511.125000 Penalty: 10202.352539
	Iteration 15Q: 3 clusters Score -850511.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -851059.812500 Penalty: 10202.352539
	Iteration 16Q: 3 clusters Score -851059.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -851577.625000 Penalty: 10202.352539
	Iteration 17Q: 3 clusters Score -851577.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -851982.500000 Penalty: 10202.352539
	Iteration 18Q: 3 clusters Score -851982.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -852274.500000 Penalty: 10202.352539
	Iteration 19Q: 3 clusters Score -852274.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -852402.437500 Penalty: 10202.352539
	Iteration 20F: 3 clusters Score -852402.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -852404.062500 Penalty: 10202.352539
	Iteration 21Q: 3 clusters Score -852404.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -852404.062500 Penalty: 10202.352539
	Iteration 22F: 3 clusters Score -852404.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 33704 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 20562 members 
Mstep: Class 5 contains 152299 members 
Mstep: Class 6 contains 9741 members 
Mstep: Class 7 contains 9606 members 
Mstep: Class 8 contains 7217 members 
Mstep: Class 9 contains 9979 members 
Mstep: Class 10 contains 51988 members 
Mstep: Class 11 contains 75723 members 
Mstep: Class 12 contains 9629 members 
Mstep: Class 13 contains 28523 members 
Mstep: Class 14 contains 15488 members 
Mstep: Class 15 contains 36034 members 
Mstep: Class 16 contains 3308 members 
Mstep: Class 17 contains 34644 members 
Mstep: Class 18 contains 1147 members 
Mstep: Class 19 contains 1271 members 
Mstep: Class 20 contains 36932 members 
Mstep: Class 21 contains 1502 members 
Mstep: Class 22 contains 60176 members 
Mstep: Class 23 contains 15758 members 
Mstep: Class 24 contains 71797 members 
Mstep: Class 25 contains 1787 members 
Mstep: Class 26 contains 2993 members 
Entering Unmasked Estep 
Score: -157242704.000000 Penalty: 214727.484375
Splitting cluster 18 changes total score from -157189232.000000 to -157242704.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 19 (1271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Entering Unmasked Estep 
Score: -251972.265625 Penalty: 4377.879883
	Iteration 0F: 2 clusters Score -251972.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -247849.250000 Penalty: 8755.759766
	Iteration 0F: 3 clusters Score -247849.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -248497.250000 Penalty: 8755.759766
	Iteration 1F: 3 clusters Score -248497.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -248807.171875 Penalty: 8755.759766
	Iteration 2F: 3 clusters Score -248807.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -249196.000000 Penalty: 8755.759766
	Iteration 3F: 3 clusters Score -249196 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -249830.953125 Penalty: 8755.759766
	Iteration 4F: 3 clusters Score -249831 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -250533.734375 Penalty: 8755.759766
	Iteration 5F: 3 clusters Score -250533.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -250857.140625 Penalty: 8755.759766
	Iteration 6Q: 3 clusters Score -250857.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -251049.015625 Penalty: 8755.759766
	Iteration 7Q: 3 clusters Score -251049 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -251109.375000 Penalty: 8755.759766
	Iteration 8Q: 3 clusters Score -251109.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -251152.453125 Penalty: 8755.759766
	Iteration 9Q: 3 clusters Score -251152.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -251171.843750 Penalty: 8755.759766
	Iteration 10Q: 3 clusters Score -251171.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -251180.671875 Penalty: 8755.759766
	Iteration 11Q: 3 clusters Score -251180.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -251187.703125 Penalty: 8755.759766
	Iteration 12Q: 3 clusters Score -251187.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -251211.984375 Penalty: 8755.759766
	Iteration 13Q: 3 clusters Score -251212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -251221.937500 Penalty: 8755.759766
	Iteration 14Q: 3 clusters Score -251221.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -251232.015625 Penalty: 8755.759766
	Iteration 15Q: 3 clusters Score -251232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -251238.609375 Penalty: 8755.759766
	Iteration 16Q: 3 clusters Score -251238.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -251245.671875 Penalty: 8755.759766
	Iteration 17Q: 3 clusters Score -251245.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -251255.328125 Penalty: 8755.759766
	Iteration 18Q: 3 clusters Score -251255.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -251261.328125 Penalty: 8755.759766
	Iteration 19Q: 3 clusters Score -251261.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -251264.703125 Penalty: 8755.759766
	Iteration 20F: 3 clusters Score -251264.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -251268.078125 Penalty: 8755.759766
	Iteration 21Q: 3 clusters Score -251268.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -251268.078125 Penalty: 8755.759766
	Iteration 22F: 3 clusters Score -251268.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Entering Unmasked Estep 
Score: -289815.031250 Penalty: 4480.163574
	Iteration 0F: 2 clusters Score -289815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -285598.843750 Penalty: 8960.327148
	Iteration 0F: 3 clusters Score -285598.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -287045.437500 Penalty: 8960.327148
	Iteration 1F: 3 clusters Score -287045.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -289081.156250 Penalty: 8960.327148
	Iteration 2F: 3 clusters Score -289081.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -290530.843750 Penalty: 8960.327148
	Iteration 3F: 3 clusters Score -290530.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -291982.125000 Penalty: 8960.327148
	Iteration 4F: 3 clusters Score -291982.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -293104.781250 Penalty: 8960.327148
	Iteration 5F: 3 clusters Score -293104.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -293738.718750 Penalty: 8960.327148
	Iteration 6Q: 3 clusters Score -293738.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -293786.625000 Penalty: 8960.327148
	Iteration 7Q: 3 clusters Score -293786.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -293821.906250 Penalty: 8960.327148
	Iteration 8Q: 3 clusters Score -293821.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -293827.562500 Penalty: 8960.327148
	Iteration 9Q: 3 clusters Score -293827.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -293833.437500 Penalty: 8960.327148
	Iteration 10Q: 3 clusters Score -293833.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -293839.437500 Penalty: 8960.327148
	Iteration 11Q: 3 clusters Score -293839.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -293845.062500 Penalty: 8960.327148
	Iteration 12Q: 3 clusters Score -293845.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -293845.062500 Penalty: 8960.327148
	Iteration 13F: 3 clusters Score -293845.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 33704 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 20562 members 
Mstep: Class 5 contains 152299 members 
Mstep: Class 6 contains 9741 members 
Mstep: Class 7 contains 9606 members 
Mstep: Class 8 contains 7217 members 
Mstep: Class 9 contains 9979 members 
Mstep: Class 10 contains 51988 members 
Mstep: Class 11 contains 75723 members 
Mstep: Class 12 contains 9629 members 
Mstep: Class 13 contains 28523 members 
Mstep: Class 14 contains 15488 members 
Mstep: Class 15 contains 36034 members 
Mstep: Class 16 contains 3308 members 
Mstep: Class 17 contains 34644 members 
Mstep: Class 18 contains 1147 members 
Mstep: Class 19 contains 1271 members 
Mstep: Class 20 contains 36932 members 
Mstep: Class 21 contains 1241 members 
Mstep: Class 22 contains 60176 members 
Mstep: Class 23 contains 15758 members 
Mstep: Class 24 contains 71797 members 
Mstep: Class 25 contains 1787 members 
Mstep: Class 26 contains 2993 members 
Mstep: Class 27 contains 261 members 
Entering Unmasked Estep 
Score: -157243008.000000 Penalty: 222986.234375
Splitting cluster 21 changes total score from -157189232.000000 to -157243008.000000
So it's getting split into cluster 27.
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 20562 members 
Mstep: Class 5 contains 152299 members 
Mstep: Class 6 contains 9741 members 
Mstep: Class 7 contains 9606 members 
Mstep: Class 8 contains 7217 members 
Mstep: Class 9 contains 9979 members 
Mstep: Class 11 contains 75723 members 
Mstep: Class 12 contains 9629 members 
Mstep: Class 13 contains 28523 members 
Mstep: Class 14 contains 15488 members 
Mstep: Class 15 contains 36034 members 
Mstep: Class 16 contains 3308 members 
Mstep: Class 18 contains 1147 members 
Mstep: Class 19 contains 1271 members 
Mstep: Class 21 contains 1241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157260048.000000 Penalty: 222986.234375
Iteration 39Q: 28 clusters Score -1.5726e+08 nChanged 20744
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 33489 members 
Mstep: Class 3 contains 1151 members 
Mstep: Class 4 contains 20359 members 
Mstep: Class 5 contains 152382 members 
Mstep: Class 6 contains 9753 members 
Mstep: Class 7 contains 10840 members 
Mstep: Class 8 contains 7424 members 
Mstep: Class 9 contains 9942 members 
Mstep: Class 10 contains 51185 members 
Mstep: Class 11 contains 75206 members 
Mstep: Class 12 contains 9876 members 
Mstep: Class 13 contains 28945 members 
Mstep: Class 14 contains 15479 members 
Mstep: Class 15 contains 37659 members 
Mstep: Class 16 contains 3827 members 
Mstep: Class 17 contains 34704 members 
Mstep: Class 18 contains 1142 members 
Mstep: Class 19 contains 1271 members 
Mstep: Class 20 contains 38061 members 
Mstep: Class 21 contains 1241 members 
Mstep: Class 22 contains 58570 members 
Mstep: Class 23 contains 14811 members 
Mstep: Class 24 contains 70890 members 
Mstep: Class 25 contains 1778 members 
Mstep: Class 26 contains 2674 members 
Mstep: Class 27 contains 271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 6746.215820 but Gain 8258.750000
Score: -157273664.000000 Penalty: 214727.484375
Iteration 40F: 27 clusters Score -1.572737e+08 nChanged 18377
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 33774 members 
Mstep: Class 3 contains 1152 members 
Mstep: Class 4 contains 20092 members 
Mstep: Class 5 contains 151142 members 
Mstep: Class 6 contains 9482 members 
Mstep: Class 7 contains 11426 members 
Mstep: Class 9 contains 10010 members 
Mstep: Class 10 contains 51301 members 
Mstep: Class 11 contains 74692 members 
Mstep: Class 12 contains 9697 members 
Mstep: Class 13 contains 28628 members 
Mstep: Class 14 contains 15304 members 
Mstep: Class 15 contains 38055 members 
Mstep: Class 16 contains 4213 members 
Mstep: Class 17 contains 34998 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 39560 members 
Mstep: Class 21 contains 1243 members 
Mstep: Class 22 contains 65371 members 
Mstep: Class 23 contains 14736 members 
Mstep: Class 24 contains 71109 members 
Mstep: Class 25 contains 1782 members 
Mstep: Class 26 contains 2413 members 
Mstep: Class 27 contains 318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157289728.000000 Penalty: 214727.484375
Iteration 41Q: 27 clusters Score -1.572897e+08 nChanged 6741
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 33890 members 
Mstep: Class 3 contains 1151 members 
Mstep: Class 4 contains 19955 members 
Mstep: Class 5 contains 150140 members 
Mstep: Class 6 contains 9416 members 
Mstep: Class 7 contains 11847 members 
Mstep: Class 9 contains 10148 members 
Mstep: Class 10 contains 51438 members 
Mstep: Class 11 contains 74360 members 
Mstep: Class 12 contains 9536 members 
Mstep: Class 13 contains 28385 members 
Mstep: Class 14 contains 15268 members 
Mstep: Class 15 contains 38773 members 
Mstep: Class 16 contains 4579 members 
Mstep: Class 17 contains 35134 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 40449 members 
Mstep: Class 21 contains 1245 members 
Mstep: Class 22 contains 64741 members 
Mstep: Class 23 contains 14607 members 
Mstep: Class 24 contains 71027 members 
Mstep: Class 25 contains 1781 members 
Mstep: Class 26 contains 2146 members 
Mstep: Class 27 contains 331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157291552.000000 Penalty: 214727.484375
Iteration 42Q: 27 clusters Score -1.572916e+08 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 33938 members 
Mstep: Class 3 contains 1151 members 
Mstep: Class 4 contains 19886 members 
Mstep: Class 5 contains 149464 members 
Mstep: Class 6 contains 9421 members 
Mstep: Class 7 contains 12135 members 
Mstep: Class 9 contains 10278 members 
Mstep: Class 10 contains 51558 members 
Mstep: Class 11 contains 74140 members 
Mstep: Class 12 contains 9415 members 
Mstep: Class 13 contains 28218 members 
Mstep: Class 14 contains 15216 members 
Mstep: Class 15 contains 39219 members 
Mstep: Class 16 contains 4847 members 
Mstep: Class 17 contains 35239 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 41110 members 
Mstep: Class 21 contains 1245 members 
Mstep: Class 22 contains 64326 members 
Mstep: Class 23 contains 14480 members 
Mstep: Class 24 contains 70915 members 
Mstep: Class 25 contains 1781 members 
Mstep: Class 26 contains 1931 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157292752.000000 Penalty: 214727.484375
Iteration 43Q: 27 clusters Score -1.572928e+08 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 33964 members 
Mstep: Class 3 contains 1151 members 
Mstep: Class 4 contains 19830 members 
Mstep: Class 5 contains 148961 members 
Mstep: Class 6 contains 9451 members 
Mstep: Class 7 contains 12319 members 
Mstep: Class 9 contains 10368 members 
Mstep: Class 10 contains 51655 members 
Mstep: Class 11 contains 73992 members 
Mstep: Class 12 contains 9326 members 
Mstep: Class 13 contains 28137 members 
Mstep: Class 14 contains 15181 members 
Mstep: Class 15 contains 39515 members 
Mstep: Class 16 contains 5039 members 
Mstep: Class 17 contains 35307 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 41630 members 
Mstep: Class 21 contains 1245 members 
Mstep: Class 22 contains 64066 members 
Mstep: Class 23 contains 14358 members 
Mstep: Class 24 contains 70798 members 
Mstep: Class 25 contains 1782 members 
Mstep: Class 26 contains 1765 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293056.000000 Penalty: 214727.484375
Iteration 44Q: 27 clusters Score -1.572931e+08 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 33976 members 
Mstep: Class 3 contains 1151 members 
Mstep: Class 4 contains 19768 members 
Mstep: Class 5 contains 148574 members 
Mstep: Class 6 contains 9500 members 
Mstep: Class 7 contains 12451 members 
Mstep: Class 9 contains 10443 members 
Mstep: Class 10 contains 51742 members 
Mstep: Class 11 contains 73868 members 
Mstep: Class 12 contains 9223 members 
Mstep: Class 13 contains 28098 members 
Mstep: Class 14 contains 15125 members 
Mstep: Class 15 contains 39703 members 
Mstep: Class 16 contains 5187 members 
Mstep: Class 17 contains 35345 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 42092 members 
Mstep: Class 21 contains 1245 members 
Mstep: Class 22 contains 63910 members 
Mstep: Class 23 contains 14271 members 
Mstep: Class 24 contains 70687 members 
Mstep: Class 25 contains 1782 members 
Mstep: Class 26 contains 1647 members 
Mstep: Class 27 contains 335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293408.000000 Penalty: 214727.484375
Iteration 45Q: 27 clusters Score -1.572934e+08 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 33982 members 
Mstep: Class 3 contains 1151 members 
Mstep: Class 4 contains 19713 members 
Mstep: Class 5 contains 148304 members 
Mstep: Class 6 contains 9547 members 
Mstep: Class 7 contains 12558 members 
Mstep: Class 9 contains 10484 members 
Mstep: Class 10 contains 51782 members 
Mstep: Class 11 contains 73774 members 
Mstep: Class 12 contains 9154 members 
Mstep: Class 13 contains 28079 members 
Mstep: Class 14 contains 15057 members 
Mstep: Class 15 contains 39822 members 
Mstep: Class 16 contains 5279 members 
Mstep: Class 17 contains 35382 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 42452 members 
Mstep: Class 21 contains 1245 members 
Mstep: Class 22 contains 63826 members 
Mstep: Class 23 contains 14208 members 
Mstep: Class 24 contains 70616 members 
Mstep: Class 25 contains 1782 members 
Mstep: Class 26 contains 1563 members 
Mstep: Class 27 contains 335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293536.000000 Penalty: 214727.484375
Iteration 46Q: 27 clusters Score -1.572935e+08 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 25071 members 
Mstep: Class 2 contains 33985 members 
Mstep: Class 3 contains 1151 members 
Mstep: Class 4 contains 19684 members 
Mstep: Class 5 contains 148087 members 
Mstep: Class 6 contains 9584 members 
Mstep: Class 7 contains 12626 members 
Mstep: Class 9 contains 10516 members 
Mstep: Class 10 contains 51823 members 
Mstep: Class 11 contains 73706 members 
Mstep: Class 12 contains 9086 members 
Mstep: Class 13 contains 28079 members 
Mstep: Class 14 contains 15019 members 
Mstep: Class 15 contains 39899 members 
Mstep: Class 16 contains 5368 members 
Mstep: Class 17 contains 35415 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 42738 members 
Mstep: Class 21 contains 1245 members 
Mstep: Class 22 contains 63769 members 
Mstep: Class 23 contains 14143 members 
Mstep: Class 24 contains 70544 members 
Mstep: Class 25 contains 1782 members 
Mstep: Class 26 contains 1497 members 
Mstep: Class 27 contains 335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293792.000000 Penalty: 214727.484375
Iteration 47Q: 27 clusters Score -1.572938e+08 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 33981 members 
Mstep: Class 3 contains 1151 members 
Mstep: Class 4 contains 19657 members 
Mstep: Class 5 contains 147949 members 
Mstep: Class 6 contains 9612 members 
Mstep: Class 7 contains 12682 members 
Mstep: Class 9 contains 10538 members 
Mstep: Class 10 contains 51868 members 
Mstep: Class 11 contains 73665 members 
Mstep: Class 12 contains 9029 members 
Mstep: Class 13 contains 28070 members 
Mstep: Class 14 contains 14969 members 
Mstep: Class 15 contains 39963 members 
Mstep: Class 16 contains 5410 members 
Mstep: Class 17 contains 35446 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 42960 members 
Mstep: Class 21 contains 1245 members 
Mstep: Class 22 contains 63736 members 
Mstep: Class 23 contains 14083 members 
Mstep: Class 24 contains 70486 members 
Mstep: Class 25 contains 1782 members 
Mstep: Class 26 contains 1459 members 
Mstep: Class 27 contains 334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293696.000000 Penalty: 214727.484375
Iteration 48Q: 27 clusters Score -1.572937e+08 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 33974 members 
Mstep: Class 3 contains 1151 members 
Mstep: Class 4 contains 19642 members 
Mstep: Class 5 contains 147829 members 
Mstep: Class 6 contains 9637 members 
Mstep: Class 7 contains 12724 members 
Mstep: Class 9 contains 10544 members 
Mstep: Class 10 contains 51895 members 
Mstep: Class 11 contains 73624 members 
Mstep: Class 12 contains 8988 members 
Mstep: Class 13 contains 28069 members 
Mstep: Class 14 contains 14940 members 
Mstep: Class 15 contains 39996 members 
Mstep: Class 16 contains 5435 members 
Mstep: Class 17 contains 35472 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 43155 members 
Mstep: Class 21 contains 1245 members 
Mstep: Class 22 contains 63721 members 
Mstep: Class 23 contains 14036 members 
Mstep: Class 24 contains 70439 members 
Mstep: Class 25 contains 1782 members 
Mstep: Class 26 contains 1436 members 
Mstep: Class 27 contains 335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293712.000000 Penalty: 214727.484375
Iteration 49Q: 27 clusters Score -1.572937e+08 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 33963 members 
Mstep: Class 3 contains 1151 members 
Mstep: Class 4 contains 19635 members 
Mstep: Class 5 contains 147716 members 
Mstep: Class 6 contains 9655 members 
Mstep: Class 7 contains 12766 members 
Mstep: Class 9 contains 10550 members 
Mstep: Class 10 contains 51926 members 
Mstep: Class 11 contains 73597 members 
Mstep: Class 12 contains 8962 members 
Mstep: Class 13 contains 28058 members 
Mstep: Class 14 contains 14920 members 
Mstep: Class 15 contains 40029 members 
Mstep: Class 16 contains 5464 members 
Mstep: Class 17 contains 35487 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 43330 members 
Mstep: Class 21 contains 1245 members 
Mstep: Class 22 contains 63701 members 
Mstep: Class 23 contains 13975 members 
Mstep: Class 24 contains 70399 members 
Mstep: Class 25 contains 1782 members 
Mstep: Class 26 contains 1410 members 
Mstep: Class 27 contains 338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157294032.000000 Penalty: 214727.484375
Iteration 50Q: 27 clusters Score -1.57294e+08 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 33951 members 
Mstep: Class 3 contains 1151 members 
Mstep: Class 4 contains 19631 members 
Mstep: Class 5 contains 147613 members 
Mstep: Class 6 contains 9666 members 
Mstep: Class 7 contains 12796 members 
Mstep: Class 9 contains 10558 members 
Mstep: Class 10 contains 51961 members 
Mstep: Class 11 contains 73570 members 
Mstep: Class 12 contains 8940 members 
Mstep: Class 13 contains 28040 members 
Mstep: Class 14 contains 14914 members 
Mstep: Class 15 contains 40063 members 
Mstep: Class 16 contains 5484 members 
Mstep: Class 17 contains 35494 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 43485 members 
Mstep: Class 21 contains 1245 members 
Mstep: Class 22 contains 63683 members 
Mstep: Class 23 contains 13931 members 
Mstep: Class 24 contains 70360 members 
Mstep: Class 25 contains 1782 members 
Mstep: Class 26 contains 1393 members 
Mstep: Class 27 contains 341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157294288.000000 Penalty: 214727.484375
Iteration 51Q: 27 clusters Score -1.572943e+08 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 33944 members 
Mstep: Class 3 contains 1151 members 
Mstep: Class 4 contains 19628 members 
Mstep: Class 5 contains 147524 members 
Mstep: Class 6 contains 9673 members 
Mstep: Class 7 contains 12810 members 
Mstep: Class 9 contains 10565 members 
Mstep: Class 10 contains 51982 members 
Mstep: Class 11 contains 73559 members 
Mstep: Class 12 contains 8924 members 
Mstep: Class 13 contains 28038 members 
Mstep: Class 14 contains 14902 members 
Mstep: Class 15 contains 40078 members 
Mstep: Class 16 contains 5499 members 
Mstep: Class 17 contains 35501 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 43603 members 
Mstep: Class 21 contains 1245 members 
Mstep: Class 22 contains 63664 members 
Mstep: Class 23 contains 13905 members 
Mstep: Class 24 contains 70335 members 
Mstep: Class 25 contains 1783 members 
Mstep: Class 26 contains 1376 members 
Mstep: Class 27 contains 349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157294640.000000 Penalty: 214727.484375
Iteration 52Q: 27 clusters Score -1.572946e+08 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 33941 members 
Mstep: Class 3 contains 1151 members 
Mstep: Class 4 contains 19620 members 
Mstep: Class 5 contains 147457 members 
Mstep: Class 6 contains 9679 members 
Mstep: Class 7 contains 12825 members 
Mstep: Class 9 contains 10569 members 
Mstep: Class 10 contains 51996 members 
Mstep: Class 11 contains 73547 members 
Mstep: Class 12 contains 8909 members 
Mstep: Class 13 contains 28036 members 
Mstep: Class 14 contains 14893 members 
Mstep: Class 15 contains 40086 members 
Mstep: Class 16 contains 5529 members 
Mstep: Class 17 contains 35504 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 43705 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 63645 members 
Mstep: Class 23 contains 13886 members 
Mstep: Class 24 contains 70319 members 
Mstep: Class 25 contains 1784 members 
Mstep: Class 26 contains 1356 members 
Mstep: Class 27 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157295344.000000 Penalty: 214727.484375
Iteration 53Q: 27 clusters Score -1.572953e+08 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 33939 members 
Mstep: Class 3 contains 1151 members 
Mstep: Class 4 contains 19610 members 
Mstep: Class 5 contains 147391 members 
Mstep: Class 6 contains 9691 members 
Mstep: Class 7 contains 12834 members 
Mstep: Class 9 contains 10575 members 
Mstep: Class 10 contains 52004 members 
Mstep: Class 11 contains 73531 members 
Mstep: Class 12 contains 8893 members 
Mstep: Class 13 contains 28044 members 
Mstep: Class 14 contains 14882 members 
Mstep: Class 15 contains 40107 members 
Mstep: Class 16 contains 5541 members 
Mstep: Class 17 contains 35509 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 43799 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 63633 members 
Mstep: Class 23 contains 13861 members 
Mstep: Class 24 contains 70299 members 
Mstep: Class 25 contains 1785 members 
Mstep: Class 26 contains 1342 members 
Mstep: Class 27 contains 362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157295536.000000 Penalty: 214727.484375
Iteration 54Q: 27 clusters Score -1.572955e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 33939 members 
Mstep: Class 3 contains 1151 members 
Mstep: Class 4 contains 19604 members 
Mstep: Class 5 contains 147346 members 
Mstep: Class 6 contains 9700 members 
Mstep: Class 7 contains 12838 members 
Mstep: Class 9 contains 10579 members 
Mstep: Class 10 contains 52015 members 
Mstep: Class 11 contains 73514 members 
Mstep: Class 12 contains 8883 members 
Mstep: Class 13 contains 28059 members 
Mstep: Class 14 contains 14868 members 
Mstep: Class 15 contains 40120 members 
Mstep: Class 16 contains 5555 members 
Mstep: Class 17 contains 35511 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 43877 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 63627 members 
Mstep: Class 23 contains 13833 members 
Mstep: Class 24 contains 70273 members 
Mstep: Class 25 contains 1786 members 
Mstep: Class 26 contains 1329 members 
Mstep: Class 27 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157295296.000000 Penalty: 214727.484375
Iteration 55Q: 27 clusters Score -1.572953e+08 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 33944 members 
Mstep: Class 3 contains 1151 members 
Mstep: Class 4 contains 19597 members 
Mstep: Class 5 contains 147293 members 
Mstep: Class 6 contains 9710 members 
Mstep: Class 7 contains 12834 members 
Mstep: Class 9 contains 10581 members 
Mstep: Class 10 contains 52028 members 
Mstep: Class 11 contains 73500 members 
Mstep: Class 12 contains 8876 members 
Mstep: Class 13 contains 28074 members 
Mstep: Class 14 contains 14855 members 
Mstep: Class 15 contains 40135 members 
Mstep: Class 16 contains 5563 members 
Mstep: Class 17 contains 35513 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 43954 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 63622 members 
Mstep: Class 23 contains 13803 members 
Mstep: Class 24 contains 70250 members 
Mstep: Class 25 contains 1786 members 
Mstep: Class 26 contains 1325 members 
Mstep: Class 27 contains 375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157295424.000000 Penalty: 214727.484375
Iteration 56Q: 27 clusters Score -1.572954e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 25142 members 
Mstep: Class 2 contains 33943 members 
Mstep: Class 3 contains 1151 members 
Mstep: Class 4 contains 19600 members 
Mstep: Class 5 contains 147250 members 
Mstep: Class 6 contains 9717 members 
Mstep: Class 7 contains 12841 members 
Mstep: Class 9 contains 10586 members 
Mstep: Class 10 contains 52028 members 
Mstep: Class 11 contains 73495 members 
Mstep: Class 12 contains 8877 members 
Mstep: Class 13 contains 28087 members 
Mstep: Class 14 contains 14852 members 
Mstep: Class 15 contains 40134 members 
Mstep: Class 16 contains 5570 members 
Mstep: Class 17 contains 35516 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 44008 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 63618 members 
Mstep: Class 23 contains 13775 members 
Mstep: Class 24 contains 70231 members 
Mstep: Class 25 contains 1788 members 
Mstep: Class 26 contains 1318 members 
Mstep: Class 27 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157295728.000000 Penalty: 214727.484375
Iteration 57Q: 27 clusters Score -1.572957e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 33947 members 
Mstep: Class 3 contains 1151 members 
Mstep: Class 4 contains 19605 members 
Mstep: Class 5 contains 147205 members 
Mstep: Class 6 contains 9720 members 
Mstep: Class 7 contains 12843 members 
Mstep: Class 9 contains 10588 members 
Mstep: Class 10 contains 52028 members 
Mstep: Class 11 contains 73492 members 
Mstep: Class 12 contains 8876 members 
Mstep: Class 13 contains 28090 members 
Mstep: Class 14 contains 14847 members 
Mstep: Class 15 contains 40132 members 
Mstep: Class 16 contains 5571 members 
Mstep: Class 17 contains 35520 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 44079 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 63615 members 
Mstep: Class 23 contains 13748 members 
Mstep: Class 24 contains 70219 members 
Mstep: Class 25 contains 1790 members 
Mstep: Class 26 contains 1307 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157295904.000000 Penalty: 214727.484375
Iteration 58Q: 27 clusters Score -1.572959e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 33948 members 
Mstep: Class 3 contains 1151 members 
Mstep: Class 4 contains 19602 members 
Mstep: Class 5 contains 147168 members 
Mstep: Class 6 contains 9728 members 
Mstep: Class 7 contains 12850 members 
Mstep: Class 9 contains 10591 members 
Mstep: Class 10 contains 52033 members 
Mstep: Class 11 contains 73489 members 
Mstep: Class 12 contains 8876 members 
Mstep: Class 13 contains 28092 members 
Mstep: Class 14 contains 14846 members 
Mstep: Class 15 contains 40135 members 
Mstep: Class 16 contains 5570 members 
Mstep: Class 17 contains 35527 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 44135 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 63612 members 
Mstep: Class 23 contains 13725 members 
Mstep: Class 24 contains 70199 members 
Mstep: Class 25 contains 1790 members 
Mstep: Class 26 contains 1302 members 
Mstep: Class 27 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157296016.000000 Penalty: 214727.484375
Iteration 59Q: 27 clusters Score -1.57296e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 33949 members 
Mstep: Class 3 contains 1151 members 
Mstep: Class 4 contains 19604 members 
Mstep: Class 5 contains 147138 members 
Mstep: Class 6 contains 9736 members 
Mstep: Class 7 contains 12848 members 
Mstep: Class 9 contains 10590 members 
Mstep: Class 10 contains 52037 members 
Mstep: Class 11 contains 73486 members 
Mstep: Class 12 contains 8872 members 
Mstep: Class 13 contains 28095 members 
Mstep: Class 14 contains 14837 members 
Mstep: Class 15 contains 40131 members 
Mstep: Class 16 contains 5571 members 
Mstep: Class 17 contains 35532 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 44192 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 63610 members 
Mstep: Class 23 contains 13711 members 
Mstep: Class 24 contains 70188 members 
Mstep: Class 25 contains 1791 members 
Mstep: Class 26 contains 1301 members 
Mstep: Class 27 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157297008.000000 Penalty: 214727.484375
Iteration 60F: 27 clusters Score -1.57297e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 33948 members 
Mstep: Class 3 contains 1151 members 
Mstep: Class 4 contains 19601 members 
Mstep: Class 5 contains 147113 members 
Mstep: Class 6 contains 9736 members 
Mstep: Class 7 contains 12851 members 
Mstep: Class 9 contains 10590 members 
Mstep: Class 10 contains 52041 members 
Mstep: Class 11 contains 73484 members 
Mstep: Class 12 contains 8864 members 
Mstep: Class 13 contains 28106 members 
Mstep: Class 14 contains 14831 members 
Mstep: Class 15 contains 40130 members 
Mstep: Class 16 contains 5612 members 
Mstep: Class 17 contains 35538 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 44243 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 63606 members 
Mstep: Class 23 contains 13697 members 
Mstep: Class 24 contains 70176 members 
Mstep: Class 25 contains 1791 members 
Mstep: Class 26 contains 1263 members 
Mstep: Class 27 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157297856.000000 Penalty: 214727.484375
Iteration 61Q: 27 clusters Score -1.572979e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 33951 members 
Mstep: Class 3 contains 1151 members 
Mstep: Class 4 contains 19595 members 
Mstep: Class 5 contains 147068 members 
Mstep: Class 6 contains 9739 members 
Mstep: Class 7 contains 12853 members 
Mstep: Class 9 contains 10589 members 
Mstep: Class 10 contains 52044 members 
Mstep: Class 11 contains 73480 members 
Mstep: Class 12 contains 8857 members 
Mstep: Class 13 contains 28108 members 
Mstep: Class 14 contains 14832 members 
Mstep: Class 15 contains 40134 members 
Mstep: Class 16 contains 5658 members 
Mstep: Class 17 contains 35547 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 44283 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 63602 members 
Mstep: Class 23 contains 13685 members 
Mstep: Class 24 contains 70169 members 
Mstep: Class 25 contains 1791 members 
Mstep: Class 26 contains 1219 members 
Mstep: Class 27 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157297936.000000 Penalty: 214727.484375
Iteration 62Q: 27 clusters Score -1.572979e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 33952 members 
Mstep: Class 3 contains 1151 members 
Mstep: Class 4 contains 19594 members 
Mstep: Class 5 contains 146992 members 
Mstep: Class 6 contains 9736 members 
Mstep: Class 7 contains 12852 members 
Mstep: Class 9 contains 10589 members 
Mstep: Class 10 contains 52052 members 
Mstep: Class 11 contains 73480 members 
Mstep: Class 12 contains 8852 members 
Mstep: Class 13 contains 28106 members 
Mstep: Class 14 contains 14827 members 
Mstep: Class 15 contains 40133 members 
Mstep: Class 16 contains 5703 members 
Mstep: Class 17 contains 35553 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 44326 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 63603 members 
Mstep: Class 23 contains 13671 members 
Mstep: Class 24 contains 70167 members 
Mstep: Class 25 contains 1791 members 
Mstep: Class 26 contains 1184 members 
Mstep: Class 27 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157298032.000000 Penalty: 214727.484375
Iteration 63Q: 27 clusters Score -1.57298e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 33950 members 
Mstep: Class 3 contains 1151 members 
Mstep: Class 4 contains 19585 members 
Mstep: Class 5 contains 146943 members 
Mstep: Class 6 contains 9741 members 
Mstep: Class 7 contains 12855 members 
Mstep: Class 9 contains 10591 members 
Mstep: Class 10 contains 52054 members 
Mstep: Class 11 contains 73481 members 
Mstep: Class 12 contains 8849 members 
Mstep: Class 13 contains 28111 members 
Mstep: Class 14 contains 14819 members 
Mstep: Class 15 contains 40137 members 
Mstep: Class 16 contains 5744 members 
Mstep: Class 17 contains 35554 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 44359 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 63600 members 
Mstep: Class 23 contains 13657 members 
Mstep: Class 24 contains 70160 members 
Mstep: Class 25 contains 1791 members 
Mstep: Class 26 contains 1157 members 
Mstep: Class 27 contains 407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157298080.000000 Penalty: 214727.484375
Iteration 64Q: 27 clusters Score -1.572981e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 33948 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 19582 members 
Mstep: Class 5 contains 146902 members 
Mstep: Class 6 contains 9746 members 
Mstep: Class 7 contains 12855 members 
Mstep: Class 9 contains 10592 members 
Mstep: Class 10 contains 52054 members 
Mstep: Class 11 contains 73477 members 
Mstep: Class 12 contains 8846 members 
Mstep: Class 13 contains 28118 members 
Mstep: Class 14 contains 14814 members 
Mstep: Class 15 contains 40142 members 
Mstep: Class 16 contains 5763 members 
Mstep: Class 17 contains 35555 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 44389 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 63599 members 
Mstep: Class 23 contains 13654 members 
Mstep: Class 24 contains 70149 members 
Mstep: Class 25 contains 1791 members 
Mstep: Class 26 contains 1145 members 
Mstep: Class 27 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157298032.000000 Penalty: 214727.484375
Iteration 65Q: 27 clusters Score -1.57298e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 25266 members 
Mstep: Class 2 contains 33946 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 19581 members 
Mstep: Class 5 contains 146867 members 
Mstep: Class 6 contains 9751 members 
Mstep: Class 7 contains 12856 members 
Mstep: Class 9 contains 10593 members 
Mstep: Class 10 contains 52056 members 
Mstep: Class 11 contains 73474 members 
Mstep: Class 12 contains 8844 members 
Mstep: Class 13 contains 28124 members 
Mstep: Class 14 contains 14807 members 
Mstep: Class 15 contains 40147 members 
Mstep: Class 16 contains 5782 members 
Mstep: Class 17 contains 35558 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 44411 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 63597 members 
Mstep: Class 23 contains 13647 members 
Mstep: Class 24 contains 70139 members 
Mstep: Class 25 contains 1791 members 
Mstep: Class 26 contains 1131 members 
Mstep: Class 27 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157298112.000000 Penalty: 214727.484375
Iteration 66Q: 27 clusters Score -1.572981e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 33944 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 19577 members 
Mstep: Class 5 contains 146829 members 
Mstep: Class 6 contains 9756 members 
Mstep: Class 7 contains 12857 members 
Mstep: Class 9 contains 10593 members 
Mstep: Class 10 contains 52058 members 
Mstep: Class 11 contains 73472 members 
Mstep: Class 12 contains 8839 members 
Mstep: Class 13 contains 28132 members 
Mstep: Class 14 contains 14802 members 
Mstep: Class 15 contains 40151 members 
Mstep: Class 16 contains 5786 members 
Mstep: Class 17 contains 35559 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 44450 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 63593 members 
Mstep: Class 23 contains 13641 members 
Mstep: Class 24 contains 70127 members 
Mstep: Class 25 contains 1791 members 
Mstep: Class 26 contains 1128 members 
Mstep: Class 27 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157298336.000000 Penalty: 214727.484375
Iteration 67Q: 27 clusters Score -1.572983e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 33943 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 19578 members 
Mstep: Class 5 contains 146796 members 
Mstep: Class 6 contains 9764 members 
Mstep: Class 7 contains 12858 members 
Mstep: Class 9 contains 10593 members 
Mstep: Class 10 contains 52057 members 
Mstep: Class 11 contains 73466 members 
Mstep: Class 12 contains 8834 members 
Mstep: Class 13 contains 28135 members 
Mstep: Class 14 contains 14797 members 
Mstep: Class 15 contains 40154 members 
Mstep: Class 16 contains 5792 members 
Mstep: Class 17 contains 35559 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 44480 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 63592 members 
Mstep: Class 23 contains 13635 members 
Mstep: Class 24 contains 70123 members 
Mstep: Class 25 contains 1791 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157298384.000000 Penalty: 214727.484375
Iteration 68Q: 27 clusters Score -1.572984e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 33941 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 19579 members 
Mstep: Class 5 contains 146777 members 
Mstep: Class 6 contains 9766 members 
Mstep: Class 7 contains 12860 members 
Mstep: Class 9 contains 10593 members 
Mstep: Class 10 contains 52055 members 
Mstep: Class 11 contains 73463 members 
Mstep: Class 12 contains 8827 members 
Mstep: Class 13 contains 28139 members 
Mstep: Class 14 contains 14800 members 
Mstep: Class 15 contains 40156 members 
Mstep: Class 16 contains 5793 members 
Mstep: Class 17 contains 35559 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 44503 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 63589 members 
Mstep: Class 23 contains 13630 members 
Mstep: Class 24 contains 70121 members 
Mstep: Class 25 contains 1791 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157298448.000000 Penalty: 214727.484375
Iteration 69Q: 27 clusters Score -1.572984e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 33939 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 19578 members 
Mstep: Class 5 contains 146760 members 
Mstep: Class 6 contains 9773 members 
Mstep: Class 7 contains 12863 members 
Mstep: Class 9 contains 10592 members 
Mstep: Class 10 contains 52053 members 
Mstep: Class 11 contains 73461 members 
Mstep: Class 12 contains 8823 members 
Mstep: Class 13 contains 28139 members 
Mstep: Class 14 contains 14798 members 
Mstep: Class 15 contains 40161 members 
Mstep: Class 16 contains 5793 members 
Mstep: Class 17 contains 35559 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 44519 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 63587 members 
Mstep: Class 23 contains 13628 members 
Mstep: Class 24 contains 70118 members 
Mstep: Class 25 contains 1791 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157298384.000000 Penalty: 214727.484375
Iteration 70Q: 27 clusters Score -1.572984e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 25313 members 
Mstep: Class 2 contains 33937 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 19579 members 
Mstep: Class 5 contains 146751 members 
Mstep: Class 6 contains 9777 members 
Mstep: Class 7 contains 12866 members 
Mstep: Class 9 contains 10592 members 
Mstep: Class 10 contains 52051 members 
Mstep: Class 11 contains 73460 members 
Mstep: Class 12 contains 8819 members 
Mstep: Class 13 contains 28140 members 
Mstep: Class 14 contains 14800 members 
Mstep: Class 15 contains 40157 members 
Mstep: Class 16 contains 5792 members 
Mstep: Class 17 contains 35560 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 44532 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 63586 members 
Mstep: Class 23 contains 13626 members 
Mstep: Class 24 contains 70116 members 
Mstep: Class 25 contains 1791 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157298464.000000 Penalty: 214727.484375
Iteration 71Q: 27 clusters Score -1.572985e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 33938 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 19579 members 
Mstep: Class 5 contains 146739 members 
Mstep: Class 6 contains 9777 members 
Mstep: Class 7 contains 12867 members 
Mstep: Class 9 contains 10594 members 
Mstep: Class 10 contains 52051 members 
Mstep: Class 11 contains 73460 members 
Mstep: Class 12 contains 8814 members 
Mstep: Class 13 contains 28141 members 
Mstep: Class 14 contains 14801 members 
Mstep: Class 15 contains 40158 members 
Mstep: Class 16 contains 5792 members 
Mstep: Class 17 contains 35561 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 44539 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 63585 members 
Mstep: Class 23 contains 13627 members 
Mstep: Class 24 contains 70114 members 
Mstep: Class 25 contains 1791 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157298464.000000 Penalty: 214727.484375
Iteration 72Q: 27 clusters Score -1.572985e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 25318 members 
Mstep: Class 2 contains 33939 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 19579 members 
Mstep: Class 5 contains 146731 members 
Mstep: Class 6 contains 9777 members 
Mstep: Class 7 contains 12869 members 
Mstep: Class 9 contains 10593 members 
Mstep: Class 10 contains 52051 members 
Mstep: Class 11 contains 73460 members 
Mstep: Class 12 contains 8809 members 
Mstep: Class 13 contains 28142 members 
Mstep: Class 14 contains 14801 members 
Mstep: Class 15 contains 40158 members 
Mstep: Class 16 contains 5792 members 
Mstep: Class 17 contains 35562 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 44549 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 63585 members 
Mstep: Class 23 contains 13627 members 
Mstep: Class 24 contains 70112 members 
Mstep: Class 25 contains 1791 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157298496.000000 Penalty: 214727.484375
Iteration 73Q: 27 clusters Score -1.572985e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 33940 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 19579 members 
Mstep: Class 5 contains 146717 members 
Mstep: Class 6 contains 9777 members 
Mstep: Class 7 contains 12871 members 
Mstep: Class 9 contains 10593 members 
Mstep: Class 10 contains 52051 members 
Mstep: Class 11 contains 73460 members 
Mstep: Class 12 contains 8804 members 
Mstep: Class 13 contains 28142 members 
Mstep: Class 14 contains 14801 members 
Mstep: Class 15 contains 40158 members 
Mstep: Class 16 contains 5792 members 
Mstep: Class 17 contains 35564 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 44561 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 63585 members 
Mstep: Class 23 contains 13631 members 
Mstep: Class 24 contains 70109 members 
Mstep: Class 25 contains 1791 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157298496.000000 Penalty: 214727.484375
Iteration 74Q: 27 clusters Score -1.572985e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 33938 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 19581 members 
Mstep: Class 5 contains 146711 members 
Mstep: Class 6 contains 9777 members 
Mstep: Class 7 contains 12872 members 
Mstep: Class 9 contains 10593 members 
Mstep: Class 10 contains 52051 members 
Mstep: Class 11 contains 73460 members 
Mstep: Class 12 contains 8800 members 
Mstep: Class 13 contains 28142 members 
Mstep: Class 14 contains 14801 members 
Mstep: Class 15 contains 40158 members 
Mstep: Class 16 contains 5792 members 
Mstep: Class 17 contains 35564 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 44572 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 63585 members 
Mstep: Class 23 contains 13626 members 
Mstep: Class 24 contains 70109 members 
Mstep: Class 25 contains 1791 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157298544.000000 Penalty: 214727.484375
Iteration 75Q: 27 clusters Score -1.572985e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 33939 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 19580 members 
Mstep: Class 5 contains 146706 members 
Mstep: Class 6 contains 9777 members 
Mstep: Class 7 contains 12871 members 
Mstep: Class 9 contains 10594 members 
Mstep: Class 10 contains 52051 members 
Mstep: Class 11 contains 73460 members 
Mstep: Class 12 contains 8798 members 
Mstep: Class 13 contains 28142 members 
Mstep: Class 14 contains 14801 members 
Mstep: Class 15 contains 40158 members 
Mstep: Class 16 contains 5792 members 
Mstep: Class 17 contains 35564 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 44584 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 63585 members 
Mstep: Class 23 contains 13621 members 
Mstep: Class 24 contains 70108 members 
Mstep: Class 25 contains 1791 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157298608.000000 Penalty: 214727.484375
Iteration 76Q: 27 clusters Score -1.572986e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 33939 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 19580 members 
Mstep: Class 5 contains 146703 members 
Mstep: Class 6 contains 9777 members 
Mstep: Class 7 contains 12873 members 
Mstep: Class 9 contains 10594 members 
Mstep: Class 10 contains 52052 members 
Mstep: Class 11 contains 73460 members 
Mstep: Class 12 contains 8794 members 
Mstep: Class 13 contains 28142 members 
Mstep: Class 14 contains 14801 members 
Mstep: Class 15 contains 40158 members 
Mstep: Class 16 contains 5792 members 
Mstep: Class 17 contains 35566 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 44591 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 63585 members 
Mstep: Class 23 contains 13617 members 
Mstep: Class 24 contains 70107 members 
Mstep: Class 25 contains 1791 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157298544.000000 Penalty: 214727.484375
Iteration 77Q: 27 clusters Score -1.572985e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 33939 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 19581 members 
Mstep: Class 5 contains 146701 members 
Mstep: Class 6 contains 9777 members 
Mstep: Class 7 contains 12875 members 
Mstep: Class 9 contains 10593 members 
Mstep: Class 10 contains 52052 members 
Mstep: Class 11 contains 73459 members 
Mstep: Class 12 contains 8794 members 
Mstep: Class 13 contains 28142 members 
Mstep: Class 14 contains 14801 members 
Mstep: Class 15 contains 40158 members 
Mstep: Class 16 contains 5792 members 
Mstep: Class 17 contains 35568 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 44597 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 63585 members 
Mstep: Class 23 contains 13612 members 
Mstep: Class 24 contains 70105 members 
Mstep: Class 25 contains 1791 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157298576.000000 Penalty: 214727.484375
Iteration 78Q: 27 clusters Score -1.572986e+08 nChanged 14
Entering ConstructFrom: 
Score: -157298576.000000 Penalty: 214727.484375
Entering ConstructFrom: 
Trying to split cluster 1 (25323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Entering Unmasked Estep 
Score: -5535886.000000 Penalty: 6210.424316
	Iteration 0F: 2 clusters Score -5535886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -5516090.000000 Penalty: 12420.848633
	Iteration 0F: 3 clusters Score -5516090 nChanged 10539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -5521835.500000 Penalty: 12420.848633
	Iteration 1F: 3 clusters Score -5521836 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -5523104.500000 Penalty: 12420.848633
	Iteration 2F: 3 clusters Score -5523104 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -5524421.500000 Penalty: 12420.848633
	Iteration 3F: 3 clusters Score -5524422 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -5525774.000000 Penalty: 12420.848633
	Iteration 4F: 3 clusters Score -5525774 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -5527083.000000 Penalty: 12420.848633
	Iteration 5F: 3 clusters Score -5527083 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -5528337.000000 Penalty: 12420.848633
	Iteration 6F: 3 clusters Score -5528337 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -5529434.500000 Penalty: 12420.848633
	Iteration 7F: 3 clusters Score -5529434 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -5530233.500000 Penalty: 12420.848633
	Iteration 8Q: 3 clusters Score -5530234 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -5530802.500000 Penalty: 12420.848633
	Iteration 9Q: 3 clusters Score -5530802 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -5531189.500000 Penalty: 12420.848633
	Iteration 10Q: 3 clusters Score -5531190 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -5531524.500000 Penalty: 12420.848633
	Iteration 11Q: 3 clusters Score -5531524 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -5531817.500000 Penalty: 12420.848633
	Iteration 12Q: 3 clusters Score -5531818 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -5532040.500000 Penalty: 12420.848633
	Iteration 13Q: 3 clusters Score -5532040 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -5532248.500000 Penalty: 12420.848633
	Iteration 14Q: 3 clusters Score -5532248 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -5532402.500000 Penalty: 12420.848633
	Iteration 15Q: 3 clusters Score -5532402 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -5532532.000000 Penalty: 12420.848633
	Iteration 16Q: 3 clusters Score -5532532 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -5532601.500000 Penalty: 12420.848633
	Iteration 17Q: 3 clusters Score -5532602 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -5532655.500000 Penalty: 12420.848633
	Iteration 18Q: 3 clusters Score -5532656 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -5532693.000000 Penalty: 12420.848633
	Iteration 19Q: 3 clusters Score -5532693 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -5532731.500000 Penalty: 12420.848633
	Iteration 20F: 3 clusters Score -5532732 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -5532744.000000 Penalty: 12420.848633
	Iteration 21Q: 3 clusters Score -5532744 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -5532769.500000 Penalty: 12420.848633
	Iteration 22Q: 3 clusters Score -5532770 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -5532779.500000 Penalty: 12420.848633
	Iteration 23Q: 3 clusters Score -5532780 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -5532800.000000 Penalty: 12420.848633
	Iteration 24Q: 3 clusters Score -5532800 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -5532823.500000 Penalty: 12420.848633
	Iteration 25Q: 3 clusters Score -5532824 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -5532841.500000 Penalty: 12420.848633
	Iteration 26Q: 3 clusters Score -5532842 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -5532857.500000 Penalty: 12420.848633
	Iteration 27Q: 3 clusters Score -5532858 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -5532867.000000 Penalty: 12420.848633
	Iteration 28Q: 3 clusters Score -5532867 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -5532895.000000 Penalty: 12420.848633
	Iteration 29Q: 3 clusters Score -5532895 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -5532898.500000 Penalty: 12420.848633
	Iteration 30Q: 3 clusters Score -5532898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -5532906.000000 Penalty: 12420.848633
	Iteration 31Q: 3 clusters Score -5532906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -5532912.500000 Penalty: 12420.848633
	Iteration 32Q: 3 clusters Score -5532912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -5532917.000000 Penalty: 12420.848633
	Iteration 33Q: 3 clusters Score -5532917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -5532924.500000 Penalty: 12420.848633
	Iteration 34Q: 3 clusters Score -5532924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -5532930.000000 Penalty: 12420.848633
	Iteration 35Q: 3 clusters Score -5532930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -5532936.000000 Penalty: 12420.848633
	Iteration 36Q: 3 clusters Score -5532936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -5532925.000000 Penalty: 12420.848633
	Iteration 37Q: 3 clusters Score -5532925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -5532932.000000 Penalty: 12420.848633
	Iteration 38Q: 3 clusters Score -5532932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -5532932.000000 Penalty: 12420.848633
	Iteration 39F: 3 clusters Score -5532932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (33940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33940 members 
Entering Unmasked Estep 
Score: -7548164.500000 Penalty: 6389.813965
	Iteration 0F: 2 clusters Score -7548164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -7522720.000000 Penalty: 12779.627930
	Iteration 0F: 3 clusters Score -7522720 nChanged 14530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -7530428.500000 Penalty: 12779.627930
	Iteration 1F: 3 clusters Score -7530428 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -7531322.500000 Penalty: 12779.627930
	Iteration 2F: 3 clusters Score -7531322 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -7531999.000000 Penalty: 12779.627930
	Iteration 3Q: 3 clusters Score -7531999 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -7532569.500000 Penalty: 12779.627930
	Iteration 4Q: 3 clusters Score -7532570 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -7533157.500000 Penalty: 12779.627930
	Iteration 5Q: 3 clusters Score -7533158 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -7533776.500000 Penalty: 12779.627930
	Iteration 6Q: 3 clusters Score -7533776 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -7534374.000000 Penalty: 12779.627930
	Iteration 7Q: 3 clusters Score -7534374 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -7535001.000000 Penalty: 12779.627930
	Iteration 8Q: 3 clusters Score -7535001 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -7535638.000000 Penalty: 12779.627930
	Iteration 9Q: 3 clusters Score -7535638 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -7536328.500000 Penalty: 12779.627930
	Iteration 10Q: 3 clusters Score -7536328 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -7537003.000000 Penalty: 12779.627930
	Iteration 11Q: 3 clusters Score -7537003 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -7537760.500000 Penalty: 12779.627930
	Iteration 12Q: 3 clusters Score -7537760 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -7538579.000000 Penalty: 12779.627930
	Iteration 13Q: 3 clusters Score -7538579 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -7539406.000000 Penalty: 12779.627930
	Iteration 14Q: 3 clusters Score -7539406 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -7540162.000000 Penalty: 12779.627930
	Iteration 15Q: 3 clusters Score -7540162 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 24673 members 
Entering Unmasked Estep 
Score: -7540715.000000 Penalty: 12779.627930
	Iteration 16Q: 3 clusters Score -7540715 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 24971 members 
Entering Unmasked Estep 
Score: -7541134.500000 Penalty: 12779.627930
	Iteration 17Q: 3 clusters Score -7541134 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 25181 members 
Entering Unmasked Estep 
Score: -7541415.500000 Penalty: 12779.627930
	Iteration 18Q: 3 clusters Score -7541416 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -7541576.500000 Penalty: 12779.627930
	Iteration 19Q: 3 clusters Score -7541576 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 25462 members 
Entering Unmasked Estep 
Score: -7541687.000000 Penalty: 12779.627930
	Iteration 20F: 3 clusters Score -7541687 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 25563 members 
Entering Unmasked Estep 
Score: -7541795.500000 Penalty: 12779.627930
	Iteration 21Q: 3 clusters Score -7541796 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -7541855.500000 Penalty: 12779.627930
	Iteration 22Q: 3 clusters Score -7541856 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -7541902.000000 Penalty: 12779.627930
	Iteration 23Q: 3 clusters Score -7541902 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 25758 members 
Entering Unmasked Estep 
Score: -7541936.000000 Penalty: 12779.627930
	Iteration 24Q: 3 clusters Score -7541936 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -7541974.000000 Penalty: 12779.627930
	Iteration 25Q: 3 clusters Score -7541974 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -7542011.500000 Penalty: 12779.627930
	Iteration 26Q: 3 clusters Score -7542012 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -7542038.500000 Penalty: 12779.627930
	Iteration 27Q: 3 clusters Score -7542038 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 25859 members 
Entering Unmasked Estep 
Score: -7542063.500000 Penalty: 12779.627930
	Iteration 28Q: 3 clusters Score -7542064 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 25864 members 
Entering Unmasked Estep 
Score: -7542072.500000 Penalty: 12779.627930
	Iteration 29Q: 3 clusters Score -7542072 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 25863 members 
Entering Unmasked Estep 
Score: -7542081.500000 Penalty: 12779.627930
	Iteration 30Q: 3 clusters Score -7542082 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 25864 members 
Entering Unmasked Estep 
Score: -7542092.000000 Penalty: 12779.627930
	Iteration 31Q: 3 clusters Score -7542092 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -7542103.000000 Penalty: 12779.627930
	Iteration 32Q: 3 clusters Score -7542103 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 25884 members 
Entering Unmasked Estep 
Score: -7542098.500000 Penalty: 12779.627930
	Iteration 33Q: 3 clusters Score -7542098 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 25889 members 
Entering Unmasked Estep 
Score: -7542106.500000 Penalty: 12779.627930
	Iteration 34Q: 3 clusters Score -7542106 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -7542128.500000 Penalty: 12779.627930
	Iteration 35Q: 3 clusters Score -7542128 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -7542133.500000 Penalty: 12779.627930
	Iteration 36Q: 3 clusters Score -7542134 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -7542128.000000 Penalty: 12779.627930
	Iteration 37Q: 3 clusters Score -7542128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -7542135.000000 Penalty: 12779.627930
	Iteration 38Q: 3 clusters Score -7542135 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -7542138.500000 Penalty: 12779.627930
	Iteration 39Q: 3 clusters Score -7542138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -7542130.500000 Penalty: 12779.627930
	Iteration 40F: 3 clusters Score -7542130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -7542141.000000 Penalty: 12779.627930
	Iteration 41Q: 3 clusters Score -7542141 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 25900 members 
Entering Unmasked Estep 
Score: -7542133.000000 Penalty: 12779.627930
	Iteration 42Q: 3 clusters Score -7542133 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -7542150.000000 Penalty: 12779.627930
	Iteration 43Q: 3 clusters Score -7542150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -7542154.500000 Penalty: 12779.627930
	Iteration 44Q: 3 clusters Score -7542154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -7542150.000000 Penalty: 12779.627930
	Iteration 45Q: 3 clusters Score -7542150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -7542136.000000 Penalty: 12779.627930
	Iteration 46Q: 3 clusters Score -7542136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -7542135.500000 Penalty: 12779.627930
	Iteration 47Q: 3 clusters Score -7542136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -7542138.000000 Penalty: 12779.627930
	Iteration 48Q: 3 clusters Score -7542138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -7542141.000000 Penalty: 12779.627930
	Iteration 49Q: 3 clusters Score -7542141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -7542139.500000 Penalty: 12779.627930
	Iteration 50Q: 3 clusters Score -7542140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -7542146.000000 Penalty: 12779.627930
	Iteration 51Q: 3 clusters Score -7542146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -7542146.000000 Penalty: 12779.627930
	Iteration 52F: 3 clusters Score -7542146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Entering Unmasked Estep 
Score: -247618.031250 Penalty: 4316.071289
	Iteration 0F: 2 clusters Score -247618 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 559 members 
Entering Unmasked Estep 
Score: -243370.453125 Penalty: 8632.142578
	Iteration 0F: 3 clusters Score -243370.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -243839.656250 Penalty: 8632.142578
	Iteration 1F: 3 clusters Score -243839.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -244013.281250 Penalty: 8632.142578
	Iteration 2F: 3 clusters Score -244013.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -244121.375000 Penalty: 8632.142578
	Iteration 3Q: 3 clusters Score -244121.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -244206.062500 Penalty: 8632.142578
	Iteration 4Q: 3 clusters Score -244206.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -244371.562500 Penalty: 8632.142578
	Iteration 5Q: 3 clusters Score -244371.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -244538.546875 Penalty: 8632.142578
	Iteration 6Q: 3 clusters Score -244538.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -244678.093750 Penalty: 8632.142578
	Iteration 7Q: 3 clusters Score -244678.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -244770.875000 Penalty: 8632.142578
	Iteration 8Q: 3 clusters Score -244770.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -244820.312500 Penalty: 8632.142578
	Iteration 9Q: 3 clusters Score -244820.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -244862.031250 Penalty: 8632.142578
	Iteration 10Q: 3 clusters Score -244862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -244887.718750 Penalty: 8632.142578
	Iteration 11Q: 3 clusters Score -244887.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -244944.125000 Penalty: 8632.142578
	Iteration 12Q: 3 clusters Score -244944.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -244974.484375 Penalty: 8632.142578
	Iteration 13Q: 3 clusters Score -244974.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -244982.125000 Penalty: 8632.142578
	Iteration 14Q: 3 clusters Score -244982.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -244986.812500 Penalty: 8632.142578
	Iteration 15Q: 3 clusters Score -244986.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -244991.734375 Penalty: 8632.142578
	Iteration 16Q: 3 clusters Score -244991.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -245004.843750 Penalty: 8632.142578
	Iteration 17Q: 3 clusters Score -245004.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -245028.578125 Penalty: 8632.142578
	Iteration 18Q: 3 clusters Score -245028.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -245050.765625 Penalty: 8632.142578
	Iteration 19Q: 3 clusters Score -245050.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -245072.781250 Penalty: 8632.142578
	Iteration 20F: 3 clusters Score -245072.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -245121.281250 Penalty: 8632.142578
	Iteration 21Q: 3 clusters Score -245121.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -245189.093750 Penalty: 8632.142578
	Iteration 22Q: 3 clusters Score -245189.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -245208.500000 Penalty: 8632.142578
	Iteration 23Q: 3 clusters Score -245208.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -245217.578125 Penalty: 8632.142578
	Iteration 24Q: 3 clusters Score -245217.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -245220.375000 Penalty: 8632.142578
	Iteration 25Q: 3 clusters Score -245220.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -245222.562500 Penalty: 8632.142578
	Iteration 26Q: 3 clusters Score -245222.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -245223.484375 Penalty: 8632.142578
	Iteration 27Q: 3 clusters Score -245223.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -245225.750000 Penalty: 8632.142578
	Iteration 28Q: 3 clusters Score -245225.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -245225.750000 Penalty: 8632.142578
	Iteration 29F: 3 clusters Score -245225.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Entering Unmasked Estep 
Score: -4328026.500000 Penalty: 6052.886719
	Iteration 0F: 2 clusters Score -4328026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -4311791.500000 Penalty: 12105.773438
	Iteration 0F: 3 clusters Score -4311792 nChanged 7980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -4316035.500000 Penalty: 12105.773438
	Iteration 1F: 3 clusters Score -4316036 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -4316660.500000 Penalty: 12105.773438
	Iteration 2F: 3 clusters Score -4316660 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -4317122.500000 Penalty: 12105.773438
	Iteration 3F: 3 clusters Score -4317122 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -4317615.000000 Penalty: 12105.773438
	Iteration 4Q: 3 clusters Score -4317615 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -4318097.000000 Penalty: 12105.773438
	Iteration 5Q: 3 clusters Score -4318097 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -4318742.500000 Penalty: 12105.773438
	Iteration 6Q: 3 clusters Score -4318742 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -4319427.000000 Penalty: 12105.773438
	Iteration 7Q: 3 clusters Score -4319427 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -4320214.500000 Penalty: 12105.773438
	Iteration 8Q: 3 clusters Score -4320214 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -4320975.500000 Penalty: 12105.773438
	Iteration 9F: 3 clusters Score -4320976 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -4321637.000000 Penalty: 12105.773438
	Iteration 10Q: 3 clusters Score -4321637 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -4322163.000000 Penalty: 12105.773438
	Iteration 11Q: 3 clusters Score -4322163 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -4322602.000000 Penalty: 12105.773438
	Iteration 12Q: 3 clusters Score -4322602 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -4323007.500000 Penalty: 12105.773438
	Iteration 13Q: 3 clusters Score -4323008 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -4323299.500000 Penalty: 12105.773438
	Iteration 14Q: 3 clusters Score -4323300 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -4323598.000000 Penalty: 12105.773438
	Iteration 15Q: 3 clusters Score -4323598 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -4323854.000000 Penalty: 12105.773438
	Iteration 16Q: 3 clusters Score -4323854 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -4324159.000000 Penalty: 12105.773438
	Iteration 17Q: 3 clusters Score -4324159 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -4324524.000000 Penalty: 12105.773438
	Iteration 18Q: 3 clusters Score -4324524 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -4324937.500000 Penalty: 12105.773438
	Iteration 19Q: 3 clusters Score -4324938 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -4325547.500000 Penalty: 12105.773438
	Iteration 20F: 3 clusters Score -4325548 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -4326419.000000 Penalty: 12105.773438
	Iteration 21Q: 3 clusters Score -4326419 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -4327186.000000 Penalty: 12105.773438
	Iteration 22Q: 3 clusters Score -4327186 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -4327553.000000 Penalty: 12105.773438
	Iteration 23Q: 3 clusters Score -4327553 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -4327677.000000 Penalty: 12105.773438
	Iteration 24Q: 3 clusters Score -4327677 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -4327706.000000 Penalty: 12105.773438
	Iteration 25Q: 3 clusters Score -4327706 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -4327719.500000 Penalty: 12105.773438
	Iteration 26Q: 3 clusters Score -4327720 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -4327742.500000 Penalty: 12105.773438
	Iteration 27Q: 3 clusters Score -4327742 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -4327745.500000 Penalty: 12105.773438
	Iteration 28Q: 3 clusters Score -4327746 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -4327758.000000 Penalty: 12105.773438
	Iteration 29Q: 3 clusters Score -4327758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -4327758.000000 Penalty: 12105.773438
	Iteration 30Q: 3 clusters Score -4327758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -4327758.000000 Penalty: 12105.773438
	Iteration 31Q: 3 clusters Score -4327758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -4327760.500000 Penalty: 12105.773438
	Iteration 32Q: 3 clusters Score -4327760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -4327760.000000 Penalty: 12105.773438
	Iteration 33Q: 3 clusters Score -4327760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -4327762.500000 Penalty: 12105.773438
	Iteration 34Q: 3 clusters Score -4327762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -4327762.500000 Penalty: 12105.773438
	Iteration 35F: 3 clusters Score -4327762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (146698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146698 members 
Entering Unmasked Estep 
Score: -32510586.000000 Penalty: 7286.380371
	Iteration 0F: 2 clusters Score -3.251059e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73271 members 
Mstep: Class 2 contains 73427 members 
Entering Unmasked Estep 
Score: -32411648.000000 Penalty: 14572.760742
	Iteration 0F: 3 clusters Score -3.241165e+07 nChanged 67984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72903 members 
Mstep: Class 2 contains 73795 members 
Entering Unmasked Estep 
Score: -32449520.000000 Penalty: 14572.760742
	Iteration 1F: 3 clusters Score -3.244952e+07 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72844 members 
Mstep: Class 2 contains 73854 members 
Entering Unmasked Estep 
Score: -32450674.000000 Penalty: 14572.760742
	Iteration 2Q: 3 clusters Score -3.245067e+07 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72648 members 
Mstep: Class 2 contains 74050 members 
Entering Unmasked Estep 
Score: -32451874.000000 Penalty: 14572.760742
	Iteration 3Q: 3 clusters Score -3.245187e+07 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72395 members 
Mstep: Class 2 contains 74303 members 
Entering Unmasked Estep 
Score: -32452820.000000 Penalty: 14572.760742
	Iteration 4Q: 3 clusters Score -3.245282e+07 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71962 members 
Mstep: Class 2 contains 74736 members 
Entering Unmasked Estep 
Score: -32453558.000000 Penalty: 14572.760742
	Iteration 5Q: 3 clusters Score -3.245356e+07 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71369 members 
Mstep: Class 2 contains 75329 members 
Entering Unmasked Estep 
Score: -32454080.000000 Penalty: 14572.760742
	Iteration 6Q: 3 clusters Score -3.245408e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70563 members 
Mstep: Class 2 contains 76135 members 
Entering Unmasked Estep 
Score: -32454840.000000 Penalty: 14572.760742
	Iteration 7Q: 3 clusters Score -3.245484e+07 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69503 members 
Mstep: Class 2 contains 77195 members 
Entering Unmasked Estep 
Score: -32455694.000000 Penalty: 14572.760742
	Iteration 8Q: 3 clusters Score -3.245569e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67960 members 
Mstep: Class 2 contains 78738 members 
Entering Unmasked Estep 
Score: -32456482.000000 Penalty: 14572.760742
	Iteration 9Q: 3 clusters Score -3.245648e+07 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65894 members 
Mstep: Class 2 contains 80804 members 
Entering Unmasked Estep 
Score: -32457422.000000 Penalty: 14572.760742
	Iteration 10Q: 3 clusters Score -3.245742e+07 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62968 members 
Mstep: Class 2 contains 83730 members 
Entering Unmasked Estep 
Score: -32458740.000000 Penalty: 14572.760742
	Iteration 11Q: 3 clusters Score -3.245874e+07 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58876 members 
Mstep: Class 2 contains 87822 members 
Entering Unmasked Estep 
Score: -32460448.000000 Penalty: 14572.760742
	Iteration 12Q: 3 clusters Score -3.246045e+07 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53471 members 
Mstep: Class 2 contains 93227 members 
Entering Unmasked Estep 
Score: -32463058.000000 Penalty: 14572.760742
	Iteration 13Q: 3 clusters Score -3.246306e+07 nChanged 7138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46585 members 
Mstep: Class 2 contains 100113 members 
Entering Unmasked Estep 
Score: -32467106.000000 Penalty: 14572.760742
	Iteration 14Q: 3 clusters Score -3.246711e+07 nChanged 8563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38146 members 
Mstep: Class 2 contains 108552 members 
Entering Unmasked Estep 
Score: -32472624.000000 Penalty: 14572.760742
	Iteration 15F: 3 clusters Score -3.247262e+07 nChanged 9576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28622 members 
Mstep: Class 2 contains 118076 members 
Entering Unmasked Estep 
Score: -32480046.000000 Penalty: 14572.760742
	Iteration 16F: 3 clusters Score -3.248005e+07 nChanged 9157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 127207 members 
Entering Unmasked Estep 
Score: -32487424.000000 Penalty: 14572.760742
	Iteration 17F: 3 clusters Score -3.248742e+07 nChanged 7597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 134798 members 
Entering Unmasked Estep 
Score: -32493906.000000 Penalty: 14572.760742
	Iteration 18F: 3 clusters Score -3.249391e+07 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 139964 members 
Entering Unmasked Estep 
Score: -32498636.000000 Penalty: 14572.760742
	Iteration 19Q: 3 clusters Score -3.249864e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 142919 members 
Entering Unmasked Estep 
Score: -32501264.000000 Penalty: 14572.760742
	Iteration 20F: 3 clusters Score -3.250126e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 144405 members 
Entering Unmasked Estep 
Score: -32502648.000000 Penalty: 14572.760742
	Iteration 21Q: 3 clusters Score -3.250265e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 145083 members 
Entering Unmasked Estep 
Score: -32503278.000000 Penalty: 14572.760742
	Iteration 22Q: 3 clusters Score -3.250328e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 145385 members 
Entering Unmasked Estep 
Score: -32503524.000000 Penalty: 14572.760742
	Iteration 23Q: 3 clusters Score -3.250352e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 145553 members 
Entering Unmasked Estep 
Score: -32503706.000000 Penalty: 14572.760742
	Iteration 24Q: 3 clusters Score -3.250371e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 145659 members 
Entering Unmasked Estep 
Score: -32503740.000000 Penalty: 14572.760742
	Iteration 25Q: 3 clusters Score -3.250374e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 145728 members 
Entering Unmasked Estep 
Score: -32503840.000000 Penalty: 14572.760742
	Iteration 26Q: 3 clusters Score -3.250384e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 145769 members 
Entering Unmasked Estep 
Score: -32503912.000000 Penalty: 14572.760742
	Iteration 27Q: 3 clusters Score -3.250391e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 145802 members 
Entering Unmasked Estep 
Score: -32503968.000000 Penalty: 14572.760742
	Iteration 28Q: 3 clusters Score -3.250397e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 145826 members 
Entering Unmasked Estep 
Score: -32504004.000000 Penalty: 14572.760742
	Iteration 29Q: 3 clusters Score -3.2504e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 145846 members 
Entering Unmasked Estep 
Score: -32504046.000000 Penalty: 14572.760742
	Iteration 30Q: 3 clusters Score -3.250405e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 145853 members 
Entering Unmasked Estep 
Score: -32504024.000000 Penalty: 14572.760742
	Iteration 31Q: 3 clusters Score -3.250402e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 145858 members 
Entering Unmasked Estep 
Score: -32504050.000000 Penalty: 14572.760742
	Iteration 32Q: 3 clusters Score -3.250405e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 145866 members 
Entering Unmasked Estep 
Score: -32504056.000000 Penalty: 14572.760742
	Iteration 33Q: 3 clusters Score -3.250406e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 145872 members 
Entering Unmasked Estep 
Score: -32504070.000000 Penalty: 14572.760742
	Iteration 34Q: 3 clusters Score -3.250407e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 145880 members 
Entering Unmasked Estep 
Score: -32504080.000000 Penalty: 14572.760742
	Iteration 35Q: 3 clusters Score -3.250408e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 145885 members 
Entering Unmasked Estep 
Score: -32504116.000000 Penalty: 14572.760742
	Iteration 36Q: 3 clusters Score -3.250412e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 145890 members 
Entering Unmasked Estep 
Score: -32504102.000000 Penalty: 14572.760742
	Iteration 37Q: 3 clusters Score -3.25041e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 145898 members 
Entering Unmasked Estep 
Score: -32504118.000000 Penalty: 14572.760742
	Iteration 38Q: 3 clusters Score -3.250412e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 145901 members 
Entering Unmasked Estep 
Score: -32504110.000000 Penalty: 14572.760742
	Iteration 39Q: 3 clusters Score -3.250411e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 145900 members 
Entering Unmasked Estep 
Score: -32504112.000000 Penalty: 14572.760742
	Iteration 40F: 3 clusters Score -3.250411e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 145906 members 
Entering Unmasked Estep 
Score: -32504110.000000 Penalty: 14572.760742
	Iteration 41Q: 3 clusters Score -3.250411e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 145910 members 
Entering Unmasked Estep 
Score: -32504110.000000 Penalty: 14572.760742
	Iteration 42Q: 3 clusters Score -3.250411e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 145915 members 
Entering Unmasked Estep 
Score: -32504098.000000 Penalty: 14572.760742
	Iteration 43Q: 3 clusters Score -3.25041e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 145917 members 
Entering Unmasked Estep 
Score: -32504094.000000 Penalty: 14572.760742
	Iteration 44Q: 3 clusters Score -3.250409e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 145918 members 
Entering Unmasked Estep 
Score: -32504108.000000 Penalty: 14572.760742
	Iteration 45Q: 3 clusters Score -3.250411e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 145917 members 
Entering Unmasked Estep 
Score: -32504118.000000 Penalty: 14572.760742
	Iteration 46Q: 3 clusters Score -3.250412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 145918 members 
Entering Unmasked Estep 
Score: -32504126.000000 Penalty: 14572.760742
	Iteration 47Q: 3 clusters Score -3.250413e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 145920 members 
Entering Unmasked Estep 
Score: -32504150.000000 Penalty: 14572.760742
	Iteration 48Q: 3 clusters Score -3.250415e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 145921 members 
Entering Unmasked Estep 
Score: -32504140.000000 Penalty: 14572.760742
	Iteration 49Q: 3 clusters Score -3.250414e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 145920 members 
Entering Unmasked Estep 
Score: -32504130.000000 Penalty: 14572.760742
	Iteration 50Q: 3 clusters Score -3.250413e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 145921 members 
Entering Unmasked Estep 
Score: -32504132.000000 Penalty: 14572.760742
	Iteration 51Q: 3 clusters Score -3.250413e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 145922 members 
Entering Unmasked Estep 
Score: -32504126.000000 Penalty: 14572.760742
	Iteration 52Q: 3 clusters Score -3.250413e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 145923 members 
Entering Unmasked Estep 
Score: -32504138.000000 Penalty: 14572.760742
	Iteration 53Q: 3 clusters Score -3.250414e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 145923 members 
Entering Unmasked Estep 
Score: -32504138.000000 Penalty: 14572.760742
	Iteration 54F: 3 clusters Score -3.250414e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Entering Unmasked Estep 
Score: -2103846.750000 Penalty: 5627.520020
	Iteration 0F: 2 clusters Score -2103847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -2093815.000000 Penalty: 11255.040039
	Iteration 0F: 3 clusters Score -2093815 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -2095999.375000 Penalty: 11255.040039
	Iteration 1F: 3 clusters Score -2095999 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -2096481.000000 Penalty: 11255.040039
	Iteration 2F: 3 clusters Score -2096481 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -2096780.125000 Penalty: 11255.040039
	Iteration 3Q: 3 clusters Score -2096780 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -2096980.250000 Penalty: 11255.040039
	Iteration 4Q: 3 clusters Score -2096980 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -2097148.750000 Penalty: 11255.040039
	Iteration 5Q: 3 clusters Score -2097149 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -2097284.500000 Penalty: 11255.040039
	Iteration 6Q: 3 clusters Score -2097284 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -2097417.250000 Penalty: 11255.040039
	Iteration 7Q: 3 clusters Score -2097417 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -2097527.000000 Penalty: 11255.040039
	Iteration 8Q: 3 clusters Score -2097527 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -2097619.750000 Penalty: 11255.040039
	Iteration 9Q: 3 clusters Score -2097620 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -2097721.750000 Penalty: 11255.040039
	Iteration 10Q: 3 clusters Score -2097722 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -2097825.500000 Penalty: 11255.040039
	Iteration 11Q: 3 clusters Score -2097826 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -2097940.000000 Penalty: 11255.040039
	Iteration 12Q: 3 clusters Score -2097940 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -2098060.000000 Penalty: 11255.040039
	Iteration 13Q: 3 clusters Score -2098060 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -2098175.500000 Penalty: 11255.040039
	Iteration 14Q: 3 clusters Score -2098176 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -2098286.250000 Penalty: 11255.040039
	Iteration 15Q: 3 clusters Score -2098286 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -2098395.000000 Penalty: 11255.040039
	Iteration 16Q: 3 clusters Score -2098395 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -2098491.750000 Penalty: 11255.040039
	Iteration 17Q: 3 clusters Score -2098492 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -2098581.000000 Penalty: 11255.040039
	Iteration 18Q: 3 clusters Score -2098581 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -2098652.000000 Penalty: 11255.040039
	Iteration 19Q: 3 clusters Score -2098652 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -2098729.000000 Penalty: 11255.040039
	Iteration 20F: 3 clusters Score -2098729 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -2098796.000000 Penalty: 11255.040039
	Iteration 21Q: 3 clusters Score -2098796 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -2098855.250000 Penalty: 11255.040039
	Iteration 22Q: 3 clusters Score -2098855 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -2098911.250000 Penalty: 11255.040039
	Iteration 23Q: 3 clusters Score -2098911 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -2098966.500000 Penalty: 11255.040039
	Iteration 24Q: 3 clusters Score -2098966 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -2099018.000000 Penalty: 11255.040039
	Iteration 25Q: 3 clusters Score -2099018 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -2099080.500000 Penalty: 11255.040039
	Iteration 26Q: 3 clusters Score -2099080 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -2099131.750000 Penalty: 11255.040039
	Iteration 27Q: 3 clusters Score -2099132 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -2099186.500000 Penalty: 11255.040039
	Iteration 28Q: 3 clusters Score -2099186 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -2099233.000000 Penalty: 11255.040039
	Iteration 29Q: 3 clusters Score -2099233 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -2099277.500000 Penalty: 11255.040039
	Iteration 30Q: 3 clusters Score -2099278 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -2099318.250000 Penalty: 11255.040039
	Iteration 31Q: 3 clusters Score -2099318 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -2099368.750000 Penalty: 11255.040039
	Iteration 32Q: 3 clusters Score -2099369 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -2099432.750000 Penalty: 11255.040039
	Iteration 33Q: 3 clusters Score -2099433 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -2099484.500000 Penalty: 11255.040039
	Iteration 34Q: 3 clusters Score -2099484 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -2099523.750000 Penalty: 11255.040039
	Iteration 35Q: 3 clusters Score -2099524 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -2099574.000000 Penalty: 11255.040039
	Iteration 36Q: 3 clusters Score -2099574 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -2099614.000000 Penalty: 11255.040039
	Iteration 37Q: 3 clusters Score -2099614 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -2099657.250000 Penalty: 11255.040039
	Iteration 38Q: 3 clusters Score -2099657 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -2099697.500000 Penalty: 11255.040039
	Iteration 39Q: 3 clusters Score -2099698 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -2099729.000000 Penalty: 11255.040039
	Iteration 40F: 3 clusters Score -2099729 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -2099766.000000 Penalty: 11255.040039
	Iteration 41Q: 3 clusters Score -2099766 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -2099796.000000 Penalty: 11255.040039
	Iteration 42Q: 3 clusters Score -2099796 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -2099823.000000 Penalty: 11255.040039
	Iteration 43Q: 3 clusters Score -2099823 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -2099854.000000 Penalty: 11255.040039
	Iteration 44Q: 3 clusters Score -2099854 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -2099880.250000 Penalty: 11255.040039
	Iteration 45Q: 3 clusters Score -2099880 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -2099902.500000 Penalty: 11255.040039
	Iteration 46Q: 3 clusters Score -2099902 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -2099929.000000 Penalty: 11255.040039
	Iteration 47Q: 3 clusters Score -2099929 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -2099950.000000 Penalty: 11255.040039
	Iteration 48Q: 3 clusters Score -2099950 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -2099973.500000 Penalty: 11255.040039
	Iteration 49Q: 3 clusters Score -2099974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -2099984.000000 Penalty: 11255.040039
	Iteration 50Q: 3 clusters Score -2099984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -2099992.250000 Penalty: 11255.040039
	Iteration 51Q: 3 clusters Score -2099992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -2099998.500000 Penalty: 11255.040039
	Iteration 52Q: 3 clusters Score -2099998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -2100007.000000 Penalty: 11255.040039
	Iteration 53Q: 3 clusters Score -2100007 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -2100015.250000 Penalty: 11255.040039
	Iteration 54Q: 3 clusters Score -2100015 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -2100019.750000 Penalty: 11255.040039
	Iteration 55Q: 3 clusters Score -2100020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -2100022.500000 Penalty: 11255.040039
	Iteration 56Q: 3 clusters Score -2100022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -2100026.000000 Penalty: 11255.040039
	Iteration 57Q: 3 clusters Score -2100026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -2100027.750000 Penalty: 11255.040039
	Iteration 58Q: 3 clusters Score -2100028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -2100028.500000 Penalty: 11255.040039
	Iteration 59Q: 3 clusters Score -2100028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -2100028.000000 Penalty: 11255.040039
	Iteration 60F: 3 clusters Score -2100028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Entering Unmasked Estep 
Score: -2855319.000000 Penalty: 5796.018555
	Iteration 0F: 2 clusters Score -2855319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -2843313.500000 Penalty: 11592.037109
	Iteration 0F: 3 clusters Score -2843314 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -2846106.000000 Penalty: 11592.037109
	Iteration 1F: 3 clusters Score -2846106 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -2846593.250000 Penalty: 11592.037109
	Iteration 2F: 3 clusters Score -2846593 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -2846879.750000 Penalty: 11592.037109
	Iteration 3Q: 3 clusters Score -2846880 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -2847083.750000 Penalty: 11592.037109
	Iteration 4Q: 3 clusters Score -2847084 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -2847274.500000 Penalty: 11592.037109
	Iteration 5Q: 3 clusters Score -2847274 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -2847417.000000 Penalty: 11592.037109
	Iteration 6Q: 3 clusters Score -2847417 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -2847562.250000 Penalty: 11592.037109
	Iteration 7Q: 3 clusters Score -2847562 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -2847690.250000 Penalty: 11592.037109
	Iteration 8Q: 3 clusters Score -2847690 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -2847841.500000 Penalty: 11592.037109
	Iteration 9Q: 3 clusters Score -2847842 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -2847967.750000 Penalty: 11592.037109
	Iteration 10Q: 3 clusters Score -2847968 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -2848089.000000 Penalty: 11592.037109
	Iteration 11Q: 3 clusters Score -2848089 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -2848225.000000 Penalty: 11592.037109
	Iteration 12Q: 3 clusters Score -2848225 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -2848350.750000 Penalty: 11592.037109
	Iteration 13Q: 3 clusters Score -2848351 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -2848464.750000 Penalty: 11592.037109
	Iteration 14Q: 3 clusters Score -2848465 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -2848593.250000 Penalty: 11592.037109
	Iteration 15Q: 3 clusters Score -2848593 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -2848719.500000 Penalty: 11592.037109
	Iteration 16Q: 3 clusters Score -2848720 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -2848843.000000 Penalty: 11592.037109
	Iteration 17Q: 3 clusters Score -2848843 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -2848970.750000 Penalty: 11592.037109
	Iteration 18Q: 3 clusters Score -2848971 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -2849093.750000 Penalty: 11592.037109
	Iteration 19Q: 3 clusters Score -2849094 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -2849222.250000 Penalty: 11592.037109
	Iteration 20F: 3 clusters Score -2849222 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -2849350.500000 Penalty: 11592.037109
	Iteration 21Q: 3 clusters Score -2849350 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -2849488.000000 Penalty: 11592.037109
	Iteration 22Q: 3 clusters Score -2849488 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2849615.250000 Penalty: 11592.037109
	Iteration 23Q: 3 clusters Score -2849615 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2849703.000000 Penalty: 11592.037109
	Iteration 24Q: 3 clusters Score -2849703 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2849771.000000 Penalty: 11592.037109
	Iteration 25Q: 3 clusters Score -2849771 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2849833.500000 Penalty: 11592.037109
	Iteration 26Q: 3 clusters Score -2849834 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2849887.000000 Penalty: 11592.037109
	Iteration 27Q: 3 clusters Score -2849887 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2849927.750000 Penalty: 11592.037109
	Iteration 28Q: 3 clusters Score -2849928 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2849967.500000 Penalty: 11592.037109
	Iteration 29Q: 3 clusters Score -2849968 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2850000.000000 Penalty: 11592.037109
	Iteration 30Q: 3 clusters Score -2850000 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2850036.500000 Penalty: 11592.037109
	Iteration 31Q: 3 clusters Score -2850036 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2850060.000000 Penalty: 11592.037109
	Iteration 32Q: 3 clusters Score -2850060 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2850094.750000 Penalty: 11592.037109
	Iteration 33Q: 3 clusters Score -2850095 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2850115.000000 Penalty: 11592.037109
	Iteration 34Q: 3 clusters Score -2850115 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2850136.000000 Penalty: 11592.037109
	Iteration 35Q: 3 clusters Score -2850136 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2850152.750000 Penalty: 11592.037109
	Iteration 36Q: 3 clusters Score -2850153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2850166.250000 Penalty: 11592.037109
	Iteration 37Q: 3 clusters Score -2850166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2850170.000000 Penalty: 11592.037109
	Iteration 38Q: 3 clusters Score -2850170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2850180.000000 Penalty: 11592.037109
	Iteration 39Q: 3 clusters Score -2850180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2850180.000000 Penalty: 11592.037109
	Iteration 40F: 3 clusters Score -2850180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2850187.000000 Penalty: 11592.037109
	Iteration 41Q: 3 clusters Score -2850187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2850195.250000 Penalty: 11592.037109
	Iteration 42Q: 3 clusters Score -2850195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2850197.500000 Penalty: 11592.037109
	Iteration 43Q: 3 clusters Score -2850198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2850201.000000 Penalty: 11592.037109
	Iteration 44Q: 3 clusters Score -2850201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2850202.000000 Penalty: 11592.037109
	Iteration 45Q: 3 clusters Score -2850202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2850205.000000 Penalty: 11592.037109
	Iteration 46Q: 3 clusters Score -2850205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2850208.000000 Penalty: 11592.037109
	Iteration 47Q: 3 clusters Score -2850208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2850208.000000 Penalty: 11592.037109
	Iteration 48F: 3 clusters Score -2850208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Entering Unmasked Estep 
Score: -2371381.500000 Penalty: 5676.561035
	Iteration 0F: 2 clusters Score -2371382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -2360796.250000 Penalty: 11353.122070
	Iteration 0F: 3 clusters Score -2360796 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -2363066.500000 Penalty: 11353.122070
	Iteration 1F: 3 clusters Score -2363066 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -2363552.500000 Penalty: 11353.122070
	Iteration 2F: 3 clusters Score -2363552 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -2363872.000000 Penalty: 11353.122070
	Iteration 3F: 3 clusters Score -2363872 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -2364129.500000 Penalty: 11353.122070
	Iteration 4Q: 3 clusters Score -2364130 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -2364351.500000 Penalty: 11353.122070
	Iteration 5Q: 3 clusters Score -2364352 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -2364538.750000 Penalty: 11353.122070
	Iteration 6Q: 3 clusters Score -2364539 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -2364686.250000 Penalty: 11353.122070
	Iteration 7Q: 3 clusters Score -2364686 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -2364853.250000 Penalty: 11353.122070
	Iteration 8Q: 3 clusters Score -2364853 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -2365007.500000 Penalty: 11353.122070
	Iteration 9Q: 3 clusters Score -2365008 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -2365150.750000 Penalty: 11353.122070
	Iteration 10Q: 3 clusters Score -2365151 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -2365300.250000 Penalty: 11353.122070
	Iteration 11Q: 3 clusters Score -2365300 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -2365425.750000 Penalty: 11353.122070
	Iteration 12Q: 3 clusters Score -2365426 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -2365535.750000 Penalty: 11353.122070
	Iteration 13Q: 3 clusters Score -2365536 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -2365669.750000 Penalty: 11353.122070
	Iteration 14Q: 3 clusters Score -2365670 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -2365753.250000 Penalty: 11353.122070
	Iteration 15Q: 3 clusters Score -2365753 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -2365857.250000 Penalty: 11353.122070
	Iteration 16Q: 3 clusters Score -2365857 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -2365952.500000 Penalty: 11353.122070
	Iteration 17Q: 3 clusters Score -2365952 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -2366061.750000 Penalty: 11353.122070
	Iteration 18Q: 3 clusters Score -2366062 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -2366158.250000 Penalty: 11353.122070
	Iteration 19Q: 3 clusters Score -2366158 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -2366235.500000 Penalty: 11353.122070
	Iteration 20F: 3 clusters Score -2366236 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -2366305.000000 Penalty: 11353.122070
	Iteration 21Q: 3 clusters Score -2366305 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -2366371.250000 Penalty: 11353.122070
	Iteration 22Q: 3 clusters Score -2366371 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -2366428.250000 Penalty: 11353.122070
	Iteration 23Q: 3 clusters Score -2366428 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -2366462.750000 Penalty: 11353.122070
	Iteration 24Q: 3 clusters Score -2366463 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -2366494.500000 Penalty: 11353.122070
	Iteration 25Q: 3 clusters Score -2366494 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -2366520.750000 Penalty: 11353.122070
	Iteration 26Q: 3 clusters Score -2366521 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -2366546.500000 Penalty: 11353.122070
	Iteration 27Q: 3 clusters Score -2366546 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -2366577.500000 Penalty: 11353.122070
	Iteration 28Q: 3 clusters Score -2366578 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -2366583.000000 Penalty: 11353.122070
	Iteration 29Q: 3 clusters Score -2366583 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -2366596.000000 Penalty: 11353.122070
	Iteration 30Q: 3 clusters Score -2366596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -2366608.500000 Penalty: 11353.122070
	Iteration 31Q: 3 clusters Score -2366608 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -2366613.000000 Penalty: 11353.122070
	Iteration 32Q: 3 clusters Score -2366613 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -2366622.250000 Penalty: 11353.122070
	Iteration 33Q: 3 clusters Score -2366622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -2366636.500000 Penalty: 11353.122070
	Iteration 34Q: 3 clusters Score -2366636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -2366647.250000 Penalty: 11353.122070
	Iteration 35Q: 3 clusters Score -2366647 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -2366662.000000 Penalty: 11353.122070
	Iteration 36Q: 3 clusters Score -2366662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -2366666.750000 Penalty: 11353.122070
	Iteration 37Q: 3 clusters Score -2366667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -2366672.500000 Penalty: 11353.122070
	Iteration 38Q: 3 clusters Score -2366672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -2366681.000000 Penalty: 11353.122070
	Iteration 39Q: 3 clusters Score -2366681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -2366682.500000 Penalty: 11353.122070
	Iteration 40F: 3 clusters Score -2366682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -2366688.500000 Penalty: 11353.122070
	Iteration 41Q: 3 clusters Score -2366688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -2366697.500000 Penalty: 11353.122070
	Iteration 42Q: 3 clusters Score -2366698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -2366706.500000 Penalty: 11353.122070
	Iteration 43Q: 3 clusters Score -2366706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -2366715.000000 Penalty: 11353.122070
	Iteration 44Q: 3 clusters Score -2366715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -2366725.000000 Penalty: 11353.122070
	Iteration 45Q: 3 clusters Score -2366725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -2366727.750000 Penalty: 11353.122070
	Iteration 46Q: 3 clusters Score -2366728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -2366727.000000 Penalty: 11353.122070
	Iteration 47Q: 3 clusters Score -2366727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -2366733.750000 Penalty: 11353.122070
	Iteration 48Q: 3 clusters Score -2366734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -2366737.250000 Penalty: 11353.122070
	Iteration 49Q: 3 clusters Score -2366737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -2366734.000000 Penalty: 11353.122070
	Iteration 50Q: 3 clusters Score -2366734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -2366734.750000 Penalty: 11353.122070
	Iteration 51Q: 3 clusters Score -2366735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -2366737.750000 Penalty: 11353.122070
	Iteration 52Q: 3 clusters Score -2366738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -2366738.750000 Penalty: 11353.122070
	Iteration 53Q: 3 clusters Score -2366739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -2366738.750000 Penalty: 11353.122070
	Iteration 54F: 3 clusters Score -2366739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (52053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52053 members 
Entering Unmasked Estep 
Score: -11627118.000000 Penalty: 6651.760742
	Iteration 0F: 2 clusters Score -1.162712e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
Score: -11590101.000000 Penalty: 13303.521484
	Iteration 0F: 3 clusters Score -1.15901e+07 nChanged 22867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 26493 members 
Entering Unmasked Estep 
Score: -11602259.000000 Penalty: 13303.521484
	Iteration 1F: 3 clusters Score -1.160226e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 26728 members 
Entering Unmasked Estep 
Score: -11603188.000000 Penalty: 13303.521484
	Iteration 2F: 3 clusters Score -1.160319e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -11603991.000000 Penalty: 13303.521484
	Iteration 3Q: 3 clusters Score -1.160399e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 27516 members 
Entering Unmasked Estep 
Score: -11604772.000000 Penalty: 13303.521484
	Iteration 4Q: 3 clusters Score -1.160477e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -11605552.000000 Penalty: 13303.521484
	Iteration 5Q: 3 clusters Score -1.160555e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 28754 members 
Entering Unmasked Estep 
Score: -11606479.000000 Penalty: 13303.521484
	Iteration 6Q: 3 clusters Score -1.160648e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 29622 members 
Entering Unmasked Estep 
Score: -11607342.000000 Penalty: 13303.521484
	Iteration 7Q: 3 clusters Score -1.160734e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 30596 members 
Entering Unmasked Estep 
Score: -11608213.000000 Penalty: 13303.521484
	Iteration 8Q: 3 clusters Score -1.160821e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 31767 members 
Entering Unmasked Estep 
Score: -11609151.000000 Penalty: 13303.521484
	Iteration 9Q: 3 clusters Score -1.160915e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 33042 members 
Entering Unmasked Estep 
Score: -11610117.000000 Penalty: 13303.521484
	Iteration 10Q: 3 clusters Score -1.161012e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 34436 members 
Entering Unmasked Estep 
Score: -11611111.000000 Penalty: 13303.521484
	Iteration 11Q: 3 clusters Score -1.161111e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 36019 members 
Entering Unmasked Estep 
Score: -11612222.000000 Penalty: 13303.521484
	Iteration 12Q: 3 clusters Score -1.161222e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 37627 members 
Entering Unmasked Estep 
Score: -11613242.000000 Penalty: 13303.521484
	Iteration 13Q: 3 clusters Score -1.161324e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 39306 members 
Entering Unmasked Estep 
Score: -11614316.000000 Penalty: 13303.521484
	Iteration 14Q: 3 clusters Score -1.161432e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 40858 members 
Entering Unmasked Estep 
Score: -11615411.000000 Penalty: 13303.521484
	Iteration 15Q: 3 clusters Score -1.161541e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 42268 members 
Entering Unmasked Estep 
Score: -11616369.000000 Penalty: 13303.521484
	Iteration 16Q: 3 clusters Score -1.161637e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 43470 members 
Entering Unmasked Estep 
Score: -11617253.000000 Penalty: 13303.521484
	Iteration 17Q: 3 clusters Score -1.161725e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 44512 members 
Entering Unmasked Estep 
Score: -11618039.000000 Penalty: 13303.521484
	Iteration 18Q: 3 clusters Score -1.161804e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 45389 members 
Entering Unmasked Estep 
Score: -11618665.000000 Penalty: 13303.521484
	Iteration 19Q: 3 clusters Score -1.161866e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 46064 members 
Entering Unmasked Estep 
Score: -11619080.000000 Penalty: 13303.521484
	Iteration 20F: 3 clusters Score -1.161908e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 46585 members 
Entering Unmasked Estep 
Score: -11619436.000000 Penalty: 13303.521484
	Iteration 21Q: 3 clusters Score -1.161944e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 47033 members 
Entering Unmasked Estep 
Score: -11619780.000000 Penalty: 13303.521484
	Iteration 22Q: 3 clusters Score -1.161978e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 47398 members 
Entering Unmasked Estep 
Score: -11620057.000000 Penalty: 13303.521484
	Iteration 23Q: 3 clusters Score -1.162006e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 47714 members 
Entering Unmasked Estep 
Score: -11620330.000000 Penalty: 13303.521484
	Iteration 24Q: 3 clusters Score -1.162033e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 47971 members 
Entering Unmasked Estep 
Score: -11620644.000000 Penalty: 13303.521484
	Iteration 25Q: 3 clusters Score -1.162064e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 48191 members 
Entering Unmasked Estep 
Score: -11620889.000000 Penalty: 13303.521484
	Iteration 26Q: 3 clusters Score -1.162089e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 48358 members 
Entering Unmasked Estep 
Score: -11621081.000000 Penalty: 13303.521484
	Iteration 27Q: 3 clusters Score -1.162108e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 48486 members 
Entering Unmasked Estep 
Score: -11621203.000000 Penalty: 13303.521484
	Iteration 28Q: 3 clusters Score -1.16212e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 48561 members 
Entering Unmasked Estep 
Score: -11621252.000000 Penalty: 13303.521484
	Iteration 29Q: 3 clusters Score -1.162125e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 48638 members 
Entering Unmasked Estep 
Score: -11621323.000000 Penalty: 13303.521484
	Iteration 30Q: 3 clusters Score -1.162132e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 48700 members 
Entering Unmasked Estep 
Score: -11621323.000000 Penalty: 13303.521484
	Iteration 31Q: 3 clusters Score -1.162132e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 48746 members 
Entering Unmasked Estep 
Score: -11621344.000000 Penalty: 13303.521484
	Iteration 32Q: 3 clusters Score -1.162134e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 48774 members 
Entering Unmasked Estep 
Score: -11621375.000000 Penalty: 13303.521484
	Iteration 33Q: 3 clusters Score -1.162138e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 48799 members 
Entering Unmasked Estep 
Score: -11621412.000000 Penalty: 13303.521484
	Iteration 34Q: 3 clusters Score -1.162141e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 48833 members 
Entering Unmasked Estep 
Score: -11621442.000000 Penalty: 13303.521484
	Iteration 35Q: 3 clusters Score -1.162144e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 48854 members 
Entering Unmasked Estep 
Score: -11621456.000000 Penalty: 13303.521484
	Iteration 36Q: 3 clusters Score -1.162146e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 48871 members 
Entering Unmasked Estep 
Score: -11621448.000000 Penalty: 13303.521484
	Iteration 37Q: 3 clusters Score -1.162145e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 48890 members 
Entering Unmasked Estep 
Score: -11621470.000000 Penalty: 13303.521484
	Iteration 38Q: 3 clusters Score -1.162147e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 48911 members 
Entering Unmasked Estep 
Score: -11621478.000000 Penalty: 13303.521484
	Iteration 39Q: 3 clusters Score -1.162148e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 48929 members 
Entering Unmasked Estep 
Score: -11621515.000000 Penalty: 13303.521484
	Iteration 40F: 3 clusters Score -1.162152e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 48941 members 
Entering Unmasked Estep 
Score: -11621520.000000 Penalty: 13303.521484
	Iteration 41Q: 3 clusters Score -1.162152e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 48956 members 
Entering Unmasked Estep 
Score: -11621524.000000 Penalty: 13303.521484
	Iteration 42Q: 3 clusters Score -1.162152e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 48971 members 
Entering Unmasked Estep 
Score: -11621542.000000 Penalty: 13303.521484
	Iteration 43Q: 3 clusters Score -1.162154e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 48980 members 
Entering Unmasked Estep 
Score: -11621544.000000 Penalty: 13303.521484
	Iteration 44Q: 3 clusters Score -1.162154e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 48993 members 
Entering Unmasked Estep 
Score: -11621531.000000 Penalty: 13303.521484
	Iteration 45Q: 3 clusters Score -1.162153e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 49008 members 
Entering Unmasked Estep 
Score: -11621539.000000 Penalty: 13303.521484
	Iteration 46Q: 3 clusters Score -1.162154e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 49028 members 
Entering Unmasked Estep 
Score: -11621559.000000 Penalty: 13303.521484
	Iteration 47Q: 3 clusters Score -1.162156e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 49040 members 
Entering Unmasked Estep 
Score: -11621557.000000 Penalty: 13303.521484
	Iteration 48Q: 3 clusters Score -1.162156e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 49051 members 
Entering Unmasked Estep 
Score: -11621554.000000 Penalty: 13303.521484
	Iteration 49Q: 3 clusters Score -1.162155e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 49060 members 
Entering Unmasked Estep 
Score: -11621554.000000 Penalty: 13303.521484
	Iteration 50Q: 3 clusters Score -1.162155e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 49062 members 
Entering Unmasked Estep 
Score: -11621544.000000 Penalty: 13303.521484
	Iteration 51Q: 3 clusters Score -1.162154e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 49067 members 
Entering Unmasked Estep 
Score: -11621563.000000 Penalty: 13303.521484
	Iteration 52Q: 3 clusters Score -1.162156e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 49073 members 
Entering Unmasked Estep 
Score: -11621568.000000 Penalty: 13303.521484
	Iteration 53Q: 3 clusters Score -1.162157e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 49080 members 
Entering Unmasked Estep 
Score: -11621577.000000 Penalty: 13303.521484
	Iteration 54Q: 3 clusters Score -1.162158e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 49088 members 
Entering Unmasked Estep 
Score: -11621584.000000 Penalty: 13303.521484
	Iteration 55Q: 3 clusters Score -1.162158e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 49093 members 
Entering Unmasked Estep 
Score: -11621591.000000 Penalty: 13303.521484
	Iteration 56Q: 3 clusters Score -1.162159e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 49093 members 
Entering Unmasked Estep 
Score: -11621587.000000 Penalty: 13303.521484
	Iteration 57Q: 3 clusters Score -1.162159e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 49095 members 
Entering Unmasked Estep 
Score: -11621594.000000 Penalty: 13303.521484
	Iteration 58Q: 3 clusters Score -1.162159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 49096 members 
Entering Unmasked Estep 
Score: -11621597.000000 Penalty: 13303.521484
	Iteration 59Q: 3 clusters Score -1.16216e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 49099 members 
Entering Unmasked Estep 
Score: -11621607.000000 Penalty: 13303.521484
	Iteration 60F: 3 clusters Score -1.162161e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 49100 members 
Entering Unmasked Estep 
Score: -11621599.000000 Penalty: 13303.521484
	Iteration 61Q: 3 clusters Score -1.16216e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 49100 members 
Entering Unmasked Estep 
Score: -11621599.000000 Penalty: 13303.521484
	Iteration 62F: 3 clusters Score -1.16216e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (73460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73460 members 
Entering Unmasked Estep 
Score: -16406860.000000 Penalty: 6862.753906
	Iteration 0F: 2 clusters Score -1.640686e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36506 members 
Mstep: Class 2 contains 36954 members 
Entering Unmasked Estep 
Score: -16355774.000000 Penalty: 13725.507812
	Iteration 0F: 3 clusters Score -1.635577e+07 nChanged 33094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35340 members 
Mstep: Class 2 contains 38120 members 
Entering Unmasked Estep 
Score: -16374014.000000 Penalty: 13725.507812
	Iteration 1F: 3 clusters Score -1.637401e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34736 members 
Mstep: Class 2 contains 38724 members 
Entering Unmasked Estep 
Score: -16375305.000000 Penalty: 13725.507812
	Iteration 2Q: 3 clusters Score -1.63753e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33823 members 
Mstep: Class 2 contains 39637 members 
Entering Unmasked Estep 
Score: -16376362.000000 Penalty: 13725.507812
	Iteration 3Q: 3 clusters Score -1.637636e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32607 members 
Mstep: Class 2 contains 40853 members 
Entering Unmasked Estep 
Score: -16377484.000000 Penalty: 13725.507812
	Iteration 4Q: 3 clusters Score -1.637748e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31015 members 
Mstep: Class 2 contains 42445 members 
Entering Unmasked Estep 
Score: -16378741.000000 Penalty: 13725.507812
	Iteration 5Q: 3 clusters Score -1.637874e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28929 members 
Mstep: Class 2 contains 44531 members 
Entering Unmasked Estep 
Score: -16380008.000000 Penalty: 13725.507812
	Iteration 6Q: 3 clusters Score -1.638001e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26253 members 
Mstep: Class 2 contains 47207 members 
Entering Unmasked Estep 
Score: -16381608.000000 Penalty: 13725.507812
	Iteration 7Q: 3 clusters Score -1.638161e+07 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 50593 members 
Entering Unmasked Estep 
Score: -16383792.000000 Penalty: 13725.507812
	Iteration 8F: 3 clusters Score -1.638379e+07 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 54662 members 
Entering Unmasked Estep 
Score: -16386517.000000 Penalty: 13725.507812
	Iteration 9F: 3 clusters Score -1.638652e+07 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 59203 members 
Entering Unmasked Estep 
Score: -16390048.000000 Penalty: 13725.507812
	Iteration 10F: 3 clusters Score -1.639005e+07 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 63529 members 
Entering Unmasked Estep 
Score: -16393529.000000 Penalty: 13725.507812
	Iteration 11F: 3 clusters Score -1.639353e+07 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 66876 members 
Entering Unmasked Estep 
Score: -16396368.000000 Penalty: 13725.507812
	Iteration 12Q: 3 clusters Score -1.639637e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 69176 members 
Entering Unmasked Estep 
Score: -16398154.000000 Penalty: 13725.507812
	Iteration 13Q: 3 clusters Score -1.639815e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 70563 members 
Entering Unmasked Estep 
Score: -16399186.000000 Penalty: 13725.507812
	Iteration 14Q: 3 clusters Score -1.639919e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 71312 members 
Entering Unmasked Estep 
Score: -16399914.000000 Penalty: 13725.507812
	Iteration 15Q: 3 clusters Score -1.639991e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 71754 members 
Entering Unmasked Estep 
Score: -16400271.000000 Penalty: 13725.507812
	Iteration 16Q: 3 clusters Score -1.640027e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 72010 members 
Entering Unmasked Estep 
Score: -16400534.000000 Penalty: 13725.507812
	Iteration 17Q: 3 clusters Score -1.640053e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 72135 members 
Entering Unmasked Estep 
Score: -16400632.000000 Penalty: 13725.507812
	Iteration 18Q: 3 clusters Score -1.640063e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 72227 members 
Entering Unmasked Estep 
Score: -16400715.000000 Penalty: 13725.507812
	Iteration 19Q: 3 clusters Score -1.640072e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 72280 members 
Entering Unmasked Estep 
Score: -16400764.000000 Penalty: 13725.507812
	Iteration 20F: 3 clusters Score -1.640076e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 72310 members 
Entering Unmasked Estep 
Score: -16400786.000000 Penalty: 13725.507812
	Iteration 21Q: 3 clusters Score -1.640079e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 72333 members 
Entering Unmasked Estep 
Score: -16400813.000000 Penalty: 13725.507812
	Iteration 22Q: 3 clusters Score -1.640081e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 72348 members 
Entering Unmasked Estep 
Score: -16400842.000000 Penalty: 13725.507812
	Iteration 23Q: 3 clusters Score -1.640084e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 72367 members 
Entering Unmasked Estep 
Score: -16400844.000000 Penalty: 13725.507812
	Iteration 24Q: 3 clusters Score -1.640084e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 72383 members 
Entering Unmasked Estep 
Score: -16400855.000000 Penalty: 13725.507812
	Iteration 25Q: 3 clusters Score -1.640086e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 72397 members 
Entering Unmasked Estep 
Score: -16400853.000000 Penalty: 13725.507812
	Iteration 26Q: 3 clusters Score -1.640085e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 72414 members 
Entering Unmasked Estep 
Score: -16400859.000000 Penalty: 13725.507812
	Iteration 27Q: 3 clusters Score -1.640086e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 72427 members 
Entering Unmasked Estep 
Score: -16400906.000000 Penalty: 13725.507812
	Iteration 28Q: 3 clusters Score -1.640091e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 72443 members 
Entering Unmasked Estep 
Score: -16400886.000000 Penalty: 13725.507812
	Iteration 29Q: 3 clusters Score -1.640089e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 72455 members 
Entering Unmasked Estep 
Score: -16400900.000000 Penalty: 13725.507812
	Iteration 30Q: 3 clusters Score -1.64009e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 72457 members 
Entering Unmasked Estep 
Score: -16400916.000000 Penalty: 13725.507812
	Iteration 31Q: 3 clusters Score -1.640092e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 72464 members 
Entering Unmasked Estep 
Score: -16400898.000000 Penalty: 13725.507812
	Iteration 32Q: 3 clusters Score -1.64009e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 72467 members 
Entering Unmasked Estep 
Score: -16400910.000000 Penalty: 13725.507812
	Iteration 33Q: 3 clusters Score -1.640091e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 72473 members 
Entering Unmasked Estep 
Score: -16400923.000000 Penalty: 13725.507812
	Iteration 34Q: 3 clusters Score -1.640092e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 72480 members 
Entering Unmasked Estep 
Score: -16400930.000000 Penalty: 13725.507812
	Iteration 35Q: 3 clusters Score -1.640093e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 72481 members 
Entering Unmasked Estep 
Score: -16400940.000000 Penalty: 13725.507812
	Iteration 36Q: 3 clusters Score -1.640094e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 72482 members 
Entering Unmasked Estep 
Score: -16400944.000000 Penalty: 13725.507812
	Iteration 37Q: 3 clusters Score -1.640094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 72482 members 
Entering Unmasked Estep 
Score: -16400966.000000 Penalty: 13725.507812
	Iteration 38Q: 3 clusters Score -1.640097e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 72483 members 
Entering Unmasked Estep 
Score: -16400967.000000 Penalty: 13725.507812
	Iteration 39Q: 3 clusters Score -1.640097e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 72483 members 
Entering Unmasked Estep 
Score: -16400967.000000 Penalty: 13725.507812
	Iteration 40F: 3 clusters Score -1.640097e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Entering Unmasked Estep 
Score: -1973990.250000 Penalty: 5562.687500
	Iteration 0F: 2 clusters Score -1973990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1964497.375000 Penalty: 11125.375000
	Iteration 0F: 3 clusters Score -1964497 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1966407.500000 Penalty: 11125.375000
	Iteration 1F: 3 clusters Score -1966408 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1966832.500000 Penalty: 11125.375000
	Iteration 2F: 3 clusters Score -1966832 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1967074.625000 Penalty: 11125.375000
	Iteration 3Q: 3 clusters Score -1967075 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1967245.750000 Penalty: 11125.375000
	Iteration 4Q: 3 clusters Score -1967246 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1967386.750000 Penalty: 11125.375000
	Iteration 5Q: 3 clusters Score -1967387 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1967478.375000 Penalty: 11125.375000
	Iteration 6Q: 3 clusters Score -1967478 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1967562.000000 Penalty: 11125.375000
	Iteration 7Q: 3 clusters Score -1967562 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1967634.250000 Penalty: 11125.375000
	Iteration 8Q: 3 clusters Score -1967634 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1967688.750000 Penalty: 11125.375000
	Iteration 9Q: 3 clusters Score -1967689 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1967735.000000 Penalty: 11125.375000
	Iteration 10Q: 3 clusters Score -1967735 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1967782.375000 Penalty: 11125.375000
	Iteration 11Q: 3 clusters Score -1967782 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1967832.250000 Penalty: 11125.375000
	Iteration 12Q: 3 clusters Score -1967832 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1967881.000000 Penalty: 11125.375000
	Iteration 13Q: 3 clusters Score -1967881 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1967919.875000 Penalty: 11125.375000
	Iteration 14Q: 3 clusters Score -1967920 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1967959.125000 Penalty: 11125.375000
	Iteration 15Q: 3 clusters Score -1967959 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1967987.750000 Penalty: 11125.375000
	Iteration 16Q: 3 clusters Score -1967988 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1968029.375000 Penalty: 11125.375000
	Iteration 17Q: 3 clusters Score -1968029 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1968065.250000 Penalty: 11125.375000
	Iteration 18Q: 3 clusters Score -1968065 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1968101.875000 Penalty: 11125.375000
	Iteration 19Q: 3 clusters Score -1968102 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1968139.000000 Penalty: 11125.375000
	Iteration 20F: 3 clusters Score -1968139 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1968169.875000 Penalty: 11125.375000
	Iteration 21Q: 3 clusters Score -1968170 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1968207.125000 Penalty: 11125.375000
	Iteration 22Q: 3 clusters Score -1968207 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1968233.500000 Penalty: 11125.375000
	Iteration 23Q: 3 clusters Score -1968234 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1968253.375000 Penalty: 11125.375000
	Iteration 24Q: 3 clusters Score -1968253 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1968289.750000 Penalty: 11125.375000
	Iteration 25Q: 3 clusters Score -1968290 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1968319.250000 Penalty: 11125.375000
	Iteration 26Q: 3 clusters Score -1968319 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1968348.625000 Penalty: 11125.375000
	Iteration 27Q: 3 clusters Score -1968349 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1968380.875000 Penalty: 11125.375000
	Iteration 28Q: 3 clusters Score -1968381 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1968416.000000 Penalty: 11125.375000
	Iteration 29Q: 3 clusters Score -1968416 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1968448.875000 Penalty: 11125.375000
	Iteration 30Q: 3 clusters Score -1968449 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1968473.625000 Penalty: 11125.375000
	Iteration 31Q: 3 clusters Score -1968474 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1968494.750000 Penalty: 11125.375000
	Iteration 32Q: 3 clusters Score -1968495 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1968506.000000 Penalty: 11125.375000
	Iteration 33Q: 3 clusters Score -1968506 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1968524.625000 Penalty: 11125.375000
	Iteration 34Q: 3 clusters Score -1968525 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1968528.875000 Penalty: 11125.375000
	Iteration 35Q: 3 clusters Score -1968529 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1968538.250000 Penalty: 11125.375000
	Iteration 36Q: 3 clusters Score -1968538 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1968559.000000 Penalty: 11125.375000
	Iteration 37Q: 3 clusters Score -1968559 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1968569.250000 Penalty: 11125.375000
	Iteration 38Q: 3 clusters Score -1968569 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1968585.500000 Penalty: 11125.375000
	Iteration 39Q: 3 clusters Score -1968586 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1968601.875000 Penalty: 11125.375000
	Iteration 40F: 3 clusters Score -1968602 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1968613.625000 Penalty: 11125.375000
	Iteration 41Q: 3 clusters Score -1968614 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1968632.375000 Penalty: 11125.375000
	Iteration 42Q: 3 clusters Score -1968632 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1968640.750000 Penalty: 11125.375000
	Iteration 43Q: 3 clusters Score -1968641 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1968647.875000 Penalty: 11125.375000
	Iteration 44Q: 3 clusters Score -1968648 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1968664.750000 Penalty: 11125.375000
	Iteration 45Q: 3 clusters Score -1968665 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1968673.875000 Penalty: 11125.375000
	Iteration 46Q: 3 clusters Score -1968674 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1968682.250000 Penalty: 11125.375000
	Iteration 47Q: 3 clusters Score -1968682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1968697.625000 Penalty: 11125.375000
	Iteration 48Q: 3 clusters Score -1968698 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1968714.625000 Penalty: 11125.375000
	Iteration 49Q: 3 clusters Score -1968715 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1968723.625000 Penalty: 11125.375000
	Iteration 50Q: 3 clusters Score -1968724 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1968741.125000 Penalty: 11125.375000
	Iteration 51Q: 3 clusters Score -1968741 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1968744.750000 Penalty: 11125.375000
	Iteration 52Q: 3 clusters Score -1968745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1968753.625000 Penalty: 11125.375000
	Iteration 53Q: 3 clusters Score -1968754 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1968763.750000 Penalty: 11125.375000
	Iteration 54Q: 3 clusters Score -1968764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1968769.000000 Penalty: 11125.375000
	Iteration 55Q: 3 clusters Score -1968769 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1968787.500000 Penalty: 11125.375000
	Iteration 56Q: 3 clusters Score -1968788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1968789.250000 Penalty: 11125.375000
	Iteration 57Q: 3 clusters Score -1968789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1968795.125000 Penalty: 11125.375000
	Iteration 58Q: 3 clusters Score -1968795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1968797.875000 Penalty: 11125.375000
	Iteration 59Q: 3 clusters Score -1968798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1968801.000000 Penalty: 11125.375000
	Iteration 60F: 3 clusters Score -1968801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1968803.250000 Penalty: 11125.375000
	Iteration 61Q: 3 clusters Score -1968803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1968809.500000 Penalty: 11125.375000
	Iteration 62Q: 3 clusters Score -1968810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1968815.875000 Penalty: 11125.375000
	Iteration 63Q: 3 clusters Score -1968816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1968829.625000 Penalty: 11125.375000
	Iteration 64Q: 3 clusters Score -1968830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1968838.500000 Penalty: 11125.375000
	Iteration 65Q: 3 clusters Score -1968838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1968843.750000 Penalty: 11125.375000
	Iteration 66Q: 3 clusters Score -1968844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1968853.375000 Penalty: 11125.375000
	Iteration 67Q: 3 clusters Score -1968853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1968861.500000 Penalty: 11125.375000
	Iteration 68Q: 3 clusters Score -1968862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1968862.500000 Penalty: 11125.375000
	Iteration 69Q: 3 clusters Score -1968862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1968860.500000 Penalty: 11125.375000
	Iteration 70Q: 3 clusters Score -1968860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1968864.875000 Penalty: 11125.375000
	Iteration 71Q: 3 clusters Score -1968865 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1968871.875000 Penalty: 11125.375000
	Iteration 72Q: 3 clusters Score -1968872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1968877.250000 Penalty: 11125.375000
	Iteration 73Q: 3 clusters Score -1968877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1968878.625000 Penalty: 11125.375000
	Iteration 74Q: 3 clusters Score -1968879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1968883.125000 Penalty: 11125.375000
	Iteration 75Q: 3 clusters Score -1968883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1968889.375000 Penalty: 11125.375000
	Iteration 76Q: 3 clusters Score -1968889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1968894.500000 Penalty: 11125.375000
	Iteration 77Q: 3 clusters Score -1968894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1968898.625000 Penalty: 11125.375000
	Iteration 78Q: 3 clusters Score -1968899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1968904.875000 Penalty: 11125.375000
	Iteration 79Q: 3 clusters Score -1968905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1968913.750000 Penalty: 11125.375000
	Iteration 80F: 3 clusters Score -1968914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1968920.125000 Penalty: 11125.375000
	Iteration 81Q: 3 clusters Score -1968920 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1968929.125000 Penalty: 11125.375000
	Iteration 82Q: 3 clusters Score -1968929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1968931.875000 Penalty: 11125.375000
	Iteration 83Q: 3 clusters Score -1968932 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1968932.625000 Penalty: 11125.375000
	Iteration 84Q: 3 clusters Score -1968933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
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Entering Unmasked Estep 
Score: -1968935.125000 Penalty: 11125.375000
	Iteration 85Q: 3 clusters Score -1968935 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1968938.500000 Penalty: 11125.375000
	Iteration 86Q: 3 clusters Score -1968938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1968946.625000 Penalty: 11125.375000
	Iteration 87Q: 3 clusters Score -1968947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1968951.625000 Penalty: 11125.375000
	Iteration 88Q: 3 clusters Score -1968952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1968957.375000 Penalty: 11125.375000
	Iteration 89Q: 3 clusters Score -1968957 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1968968.125000 Penalty: 11125.375000
	Iteration 90Q: 3 clusters Score -1968968 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1968977.625000 Penalty: 11125.375000
	Iteration 91Q: 3 clusters Score -1968978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1968985.000000 Penalty: 11125.375000
	Iteration 92Q: 3 clusters Score -1968985 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1968993.750000 Penalty: 11125.375000
	Iteration 93Q: 3 clusters Score -1968994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1969003.750000 Penalty: 11125.375000
	Iteration 94Q: 3 clusters Score -1969004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1969009.750000 Penalty: 11125.375000
	Iteration 95Q: 3 clusters Score -1969010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1969015.250000 Penalty: 11125.375000
	Iteration 96Q: 3 clusters Score -1969015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1969020.750000 Penalty: 11125.375000
	Iteration 97Q: 3 clusters Score -1969021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1969024.125000 Penalty: 11125.375000
	Iteration 98Q: 3 clusters Score -1969024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1969025.875000 Penalty: 11125.375000
	Iteration 99Q: 3 clusters Score -1969026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1969028.875000 Penalty: 11125.375000
	Iteration 100F: 3 clusters Score -1969029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1969028.500000 Penalty: 11125.375000
	Iteration 101Q: 3 clusters Score -1969028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1969030.000000 Penalty: 11125.375000
	Iteration 102Q: 3 clusters Score -1969030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1969032.125000 Penalty: 11125.375000
	Iteration 103Q: 3 clusters Score -1969032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1969032.125000 Penalty: 11125.375000
	Iteration 104F: 3 clusters Score -1969032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Entering Unmasked Estep 
Score: -6285113.000000 Penalty: 6275.073730
	Iteration 0F: 2 clusters Score -6285113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -6263347.000000 Penalty: 12550.147461
	Iteration 0F: 3 clusters Score -6263347 nChanged 11814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -6269539.500000 Penalty: 12550.147461
	Iteration 1F: 3 clusters Score -6269540 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -6270261.500000 Penalty: 12550.147461
	Iteration 2F: 3 clusters Score -6270262 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -6270770.000000 Penalty: 12550.147461
	Iteration 3Q: 3 clusters Score -6270770 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -6271121.500000 Penalty: 12550.147461
	Iteration 4Q: 3 clusters Score -6271122 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -6271414.500000 Penalty: 12550.147461
	Iteration 5Q: 3 clusters Score -6271414 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -6271713.500000 Penalty: 12550.147461
	Iteration 6Q: 3 clusters Score -6271714 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -6271945.000000 Penalty: 12550.147461
	Iteration 7Q: 3 clusters Score -6271945 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -6272173.500000 Penalty: 12550.147461
	Iteration 8Q: 3 clusters Score -6272174 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -6272432.000000 Penalty: 12550.147461
	Iteration 9Q: 3 clusters Score -6272432 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -6272741.500000 Penalty: 12550.147461
	Iteration 10Q: 3 clusters Score -6272742 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -6273044.000000 Penalty: 12550.147461
	Iteration 11Q: 3 clusters Score -6273044 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -6273411.500000 Penalty: 12550.147461
	Iteration 12Q: 3 clusters Score -6273412 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -6273890.000000 Penalty: 12550.147461
	Iteration 13Q: 3 clusters Score -6273890 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -6274517.500000 Penalty: 12550.147461
	Iteration 14Q: 3 clusters Score -6274518 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -6275201.000000 Penalty: 12550.147461
	Iteration 15Q: 3 clusters Score -6275201 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -6275943.000000 Penalty: 12550.147461
	Iteration 16Q: 3 clusters Score -6275943 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -6276715.000000 Penalty: 12550.147461
	Iteration 17Q: 3 clusters Score -6276715 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -6277524.000000 Penalty: 12550.147461
	Iteration 18Q: 3 clusters Score -6277524 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -6278244.000000 Penalty: 12550.147461
	Iteration 19Q: 3 clusters Score -6278244 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -6278843.500000 Penalty: 12550.147461
	Iteration 20F: 3 clusters Score -6278844 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 22375 members 
Entering Unmasked Estep 
Score: -6279285.000000 Penalty: 12550.147461
	Iteration 21Q: 3 clusters Score -6279285 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -6279583.500000 Penalty: 12550.147461
	Iteration 22Q: 3 clusters Score -6279584 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -6279791.500000 Penalty: 12550.147461
	Iteration 23Q: 3 clusters Score -6279792 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -6279957.500000 Penalty: 12550.147461
	Iteration 24Q: 3 clusters Score -6279958 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -6280062.500000 Penalty: 12550.147461
	Iteration 25Q: 3 clusters Score -6280062 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -6280157.000000 Penalty: 12550.147461
	Iteration 26Q: 3 clusters Score -6280157 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -6280233.500000 Penalty: 12550.147461
	Iteration 27Q: 3 clusters Score -6280234 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 23953 members 
Entering Unmasked Estep 
Score: -6280309.500000 Penalty: 12550.147461
	Iteration 28Q: 3 clusters Score -6280310 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -6280357.000000 Penalty: 12550.147461
	Iteration 29Q: 3 clusters Score -6280357 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -6280390.000000 Penalty: 12550.147461
	Iteration 30Q: 3 clusters Score -6280390 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -6280415.000000 Penalty: 12550.147461
	Iteration 31Q: 3 clusters Score -6280415 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 24279 members 
Entering Unmasked Estep 
Score: -6280439.500000 Penalty: 12550.147461
	Iteration 32Q: 3 clusters Score -6280440 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -6280445.500000 Penalty: 12550.147461
	Iteration 33Q: 3 clusters Score -6280446 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -6280447.000000 Penalty: 12550.147461
	Iteration 34Q: 3 clusters Score -6280447 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 24366 members 
Entering Unmasked Estep 
Score: -6280448.500000 Penalty: 12550.147461
	Iteration 35Q: 3 clusters Score -6280448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 24381 members 
Entering Unmasked Estep 
Score: -6280453.000000 Penalty: 12550.147461
	Iteration 36Q: 3 clusters Score -6280453 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -6280457.000000 Penalty: 12550.147461
	Iteration 37Q: 3 clusters Score -6280457 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -6280453.000000 Penalty: 12550.147461
	Iteration 38Q: 3 clusters Score -6280453 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -6280456.000000 Penalty: 12550.147461
	Iteration 39Q: 3 clusters Score -6280456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -6280457.500000 Penalty: 12550.147461
	Iteration 40F: 3 clusters Score -6280458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 24439 members 
Entering Unmasked Estep 
Score: -6280464.500000 Penalty: 12550.147461
	Iteration 41Q: 3 clusters Score -6280464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -6280462.500000 Penalty: 12550.147461
	Iteration 42Q: 3 clusters Score -6280462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -6280468.500000 Penalty: 12550.147461
	Iteration 43Q: 3 clusters Score -6280468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 24458 members 
Entering Unmasked Estep 
Score: -6280477.000000 Penalty: 12550.147461
	Iteration 44Q: 3 clusters Score -6280477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -6280468.000000 Penalty: 12550.147461
	Iteration 45Q: 3 clusters Score -6280468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 24467 members 
Entering Unmasked Estep 
Score: -6280462.500000 Penalty: 12550.147461
	Iteration 46Q: 3 clusters Score -6280462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
Score: -6280464.500000 Penalty: 12550.147461
	Iteration 47Q: 3 clusters Score -6280464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -6280462.500000 Penalty: 12550.147461
	Iteration 48Q: 3 clusters Score -6280462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 24480 members 
Entering Unmasked Estep 
Score: -6280469.500000 Penalty: 12550.147461
	Iteration 49Q: 3 clusters Score -6280470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -6280471.500000 Penalty: 12550.147461
	Iteration 50Q: 3 clusters Score -6280472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -6280491.000000 Penalty: 12550.147461
	Iteration 51Q: 3 clusters Score -6280491 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -6280491.000000 Penalty: 12550.147461
	Iteration 52Q: 3 clusters Score -6280491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -6280480.500000 Penalty: 12550.147461
	Iteration 53Q: 3 clusters Score -6280480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -6280487.000000 Penalty: 12550.147461
	Iteration 54Q: 3 clusters Score -6280487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -6280495.500000 Penalty: 12550.147461
	Iteration 55Q: 3 clusters Score -6280496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -6280502.500000 Penalty: 12550.147461
	Iteration 56Q: 3 clusters Score -6280502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -6280507.000000 Penalty: 12550.147461
	Iteration 57Q: 3 clusters Score -6280507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -6280518.500000 Penalty: 12550.147461
	Iteration 58Q: 3 clusters Score -6280518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -6280525.500000 Penalty: 12550.147461
	Iteration 59Q: 3 clusters Score -6280526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 24570 members 
Entering Unmasked Estep 
Score: -6280528.500000 Penalty: 12550.147461
	Iteration 60F: 3 clusters Score -6280528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -6280533.500000 Penalty: 12550.147461
	Iteration 61Q: 3 clusters Score -6280534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -6280521.500000 Penalty: 12550.147461
	Iteration 62Q: 3 clusters Score -6280522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -6280522.000000 Penalty: 12550.147461
	Iteration 63Q: 3 clusters Score -6280522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 24588 members 
Entering Unmasked Estep 
Score: -6280521.500000 Penalty: 12550.147461
	Iteration 64Q: 3 clusters Score -6280522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 24589 members 
Entering Unmasked Estep 
Score: -6280520.500000 Penalty: 12550.147461
	Iteration 65Q: 3 clusters Score -6280520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -6280527.000000 Penalty: 12550.147461
	Iteration 66Q: 3 clusters Score -6280527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -6280534.000000 Penalty: 12550.147461
	Iteration 67Q: 3 clusters Score -6280534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -6280539.000000 Penalty: 12550.147461
	Iteration 68Q: 3 clusters Score -6280539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -6280532.500000 Penalty: 12550.147461
	Iteration 69Q: 3 clusters Score -6280532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -6280531.500000 Penalty: 12550.147461
	Iteration 70Q: 3 clusters Score -6280532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
Score: -6280539.500000 Penalty: 12550.147461
	Iteration 71Q: 3 clusters Score -6280540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -6280537.000000 Penalty: 12550.147461
	Iteration 72Q: 3 clusters Score -6280537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 24622 members 
Entering Unmasked Estep 
Score: -6280538.000000 Penalty: 12550.147461
	Iteration 73Q: 3 clusters Score -6280538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 24622 members 
Entering Unmasked Estep 
Score: -6280538.000000 Penalty: 12550.147461
	Iteration 74F: 3 clusters Score -6280538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Entering Unmasked Estep 
Score: -3154789.500000 Penalty: 5881.541504
	Iteration 0F: 2 clusters Score -3154790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -3141631.750000 Penalty: 11763.083008
	Iteration 0F: 3 clusters Score -3141632 nChanged 5732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -3144873.500000 Penalty: 11763.083008
	Iteration 1F: 3 clusters Score -3144874 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -3145530.500000 Penalty: 11763.083008
	Iteration 2F: 3 clusters Score -3145530 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -3146111.250000 Penalty: 11763.083008
	Iteration 3F: 3 clusters Score -3146111 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -3146614.750000 Penalty: 11763.083008
	Iteration 4F: 3 clusters Score -3146615 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -3147105.250000 Penalty: 11763.083008
	Iteration 5Q: 3 clusters Score -3147105 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -3147589.000000 Penalty: 11763.083008
	Iteration 6Q: 3 clusters Score -3147589 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -3148117.000000 Penalty: 11763.083008
	Iteration 7Q: 3 clusters Score -3148117 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -3148722.250000 Penalty: 11763.083008
	Iteration 8Q: 3 clusters Score -3148722 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -3149373.250000 Penalty: 11763.083008
	Iteration 9Q: 3 clusters Score -3149373 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -3150085.250000 Penalty: 11763.083008
	Iteration 10F: 3 clusters Score -3150085 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -3150712.000000 Penalty: 11763.083008
	Iteration 11Q: 3 clusters Score -3150712 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -3151250.750000 Penalty: 11763.083008
	Iteration 12Q: 3 clusters Score -3151251 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -3151607.000000 Penalty: 11763.083008
	Iteration 13Q: 3 clusters Score -3151607 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -3151867.750000 Penalty: 11763.083008
	Iteration 14Q: 3 clusters Score -3151868 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -3152095.250000 Penalty: 11763.083008
	Iteration 15Q: 3 clusters Score -3152095 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -3152247.000000 Penalty: 11763.083008
	Iteration 16Q: 3 clusters Score -3152247 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -3152342.000000 Penalty: 11763.083008
	Iteration 17Q: 3 clusters Score -3152342 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -3152391.750000 Penalty: 11763.083008
	Iteration 18Q: 3 clusters Score -3152392 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -3152421.500000 Penalty: 11763.083008
	Iteration 19Q: 3 clusters Score -3152422 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -3152440.250000 Penalty: 11763.083008
	Iteration 20F: 3 clusters Score -3152440 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -3152451.250000 Penalty: 11763.083008
	Iteration 21Q: 3 clusters Score -3152451 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -3152449.000000 Penalty: 11763.083008
	Iteration 22Q: 3 clusters Score -3152449 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -3152464.000000 Penalty: 11763.083008
	Iteration 23Q: 3 clusters Score -3152464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -3152462.250000 Penalty: 11763.083008
	Iteration 24Q: 3 clusters Score -3152462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -3152468.250000 Penalty: 11763.083008
	Iteration 25Q: 3 clusters Score -3152468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -3152476.750000 Penalty: 11763.083008
	Iteration 26Q: 3 clusters Score -3152477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -3152480.000000 Penalty: 11763.083008
	Iteration 27Q: 3 clusters Score -3152480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -3152481.750000 Penalty: 11763.083008
	Iteration 28Q: 3 clusters Score -3152482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -3152484.750000 Penalty: 11763.083008
	Iteration 29Q: 3 clusters Score -3152485 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -3152483.500000 Penalty: 11763.083008
	Iteration 30Q: 3 clusters Score -3152484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -3152480.250000 Penalty: 11763.083008
	Iteration 31Q: 3 clusters Score -3152480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -3152487.750000 Penalty: 11763.083008
	Iteration 32Q: 3 clusters Score -3152488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -3152486.750000 Penalty: 11763.083008
	Iteration 33Q: 3 clusters Score -3152487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -3152489.500000 Penalty: 11763.083008
	Iteration 34Q: 3 clusters Score -3152490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -3152501.000000 Penalty: 11763.083008
	Iteration 35Q: 3 clusters Score -3152501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -3152497.500000 Penalty: 11763.083008
	Iteration 36Q: 3 clusters Score -3152498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -3152495.500000 Penalty: 11763.083008
	Iteration 37Q: 3 clusters Score -3152496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -3152496.250000 Penalty: 11763.083008
	Iteration 38Q: 3 clusters Score -3152496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -3152494.750000 Penalty: 11763.083008
	Iteration 39Q: 3 clusters Score -3152495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -3152495.750000 Penalty: 11763.083008
	Iteration 40F: 3 clusters Score -3152496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (40158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40158 members 
Entering Unmasked Estep 
Score: -8548814.000000 Penalty: 6492.853516
	Iteration 0F: 2 clusters Score -8548814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -8519715.000000 Penalty: 12985.707031
	Iteration 0F: 3 clusters Score -8519715 nChanged 17350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -8529944.000000 Penalty: 12985.707031
	Iteration 1F: 3 clusters Score -8529944 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -8532525.000000 Penalty: 12985.707031
	Iteration 2F: 3 clusters Score -8532525 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -8535638.000000 Penalty: 12985.707031
	Iteration 3F: 3 clusters Score -8535638 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -8538554.000000 Penalty: 12985.707031
	Iteration 4F: 3 clusters Score -8538554 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -8540648.000000 Penalty: 12985.707031
	Iteration 5F: 3 clusters Score -8540648 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -8542045.000000 Penalty: 12985.707031
	Iteration 6F: 3 clusters Score -8542045 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -8542892.000000 Penalty: 12985.707031
	Iteration 7Q: 3 clusters Score -8542892 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -8543398.000000 Penalty: 12985.707031
	Iteration 8Q: 3 clusters Score -8543398 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -8543689.000000 Penalty: 12985.707031
	Iteration 9Q: 3 clusters Score -8543689 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -8543911.000000 Penalty: 12985.707031
	Iteration 10Q: 3 clusters Score -8543911 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -8544038.000000 Penalty: 12985.707031
	Iteration 11Q: 3 clusters Score -8544038 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -8544121.000000 Penalty: 12985.707031
	Iteration 12Q: 3 clusters Score -8544121 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -8544259.000000 Penalty: 12985.707031
	Iteration 13Q: 3 clusters Score -8544259 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -8544342.000000 Penalty: 12985.707031
	Iteration 14Q: 3 clusters Score -8544342 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -8544391.000000 Penalty: 12985.707031
	Iteration 15Q: 3 clusters Score -8544391 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -8544499.000000 Penalty: 12985.707031
	Iteration 16Q: 3 clusters Score -8544499 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -8544535.000000 Penalty: 12985.707031
	Iteration 17Q: 3 clusters Score -8544535 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -8544595.000000 Penalty: 12985.707031
	Iteration 18Q: 3 clusters Score -8544595 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -8544619.000000 Penalty: 12985.707031
	Iteration 19Q: 3 clusters Score -8544619 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -8544651.000000 Penalty: 12985.707031
	Iteration 20F: 3 clusters Score -8544651 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -8544689.000000 Penalty: 12985.707031
	Iteration 21Q: 3 clusters Score -8544689 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -8544712.000000 Penalty: 12985.707031
	Iteration 22Q: 3 clusters Score -8544712 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -8544776.000000 Penalty: 12985.707031
	Iteration 23Q: 3 clusters Score -8544776 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -8544807.000000 Penalty: 12985.707031
	Iteration 24Q: 3 clusters Score -8544807 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -8544856.000000 Penalty: 12985.707031
	Iteration 25Q: 3 clusters Score -8544856 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -8544896.000000 Penalty: 12985.707031
	Iteration 26Q: 3 clusters Score -8544896 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -8544884.000000 Penalty: 12985.707031
	Iteration 27Q: 3 clusters Score -8544884 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -8544892.000000 Penalty: 12985.707031
	Iteration 28Q: 3 clusters Score -8544892 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -8544940.000000 Penalty: 12985.707031
	Iteration 29Q: 3 clusters Score -8544940 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -8544951.000000 Penalty: 12985.707031
	Iteration 30Q: 3 clusters Score -8544951 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -8544977.000000 Penalty: 12985.707031
	Iteration 31Q: 3 clusters Score -8544977 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -8545003.000000 Penalty: 12985.707031
	Iteration 32Q: 3 clusters Score -8545003 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -8545026.000000 Penalty: 12985.707031
	Iteration 33Q: 3 clusters Score -8545026 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -8545091.000000 Penalty: 12985.707031
	Iteration 34Q: 3 clusters Score -8545091 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -8545107.000000 Penalty: 12985.707031
	Iteration 35Q: 3 clusters Score -8545107 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -8545135.000000 Penalty: 12985.707031
	Iteration 36Q: 3 clusters Score -8545135 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -8545218.000000 Penalty: 12985.707031
	Iteration 37Q: 3 clusters Score -8545218 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -8545266.000000 Penalty: 12985.707031
	Iteration 38Q: 3 clusters Score -8545266 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -8545322.000000 Penalty: 12985.707031
	Iteration 39Q: 3 clusters Score -8545322 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -8545369.000000 Penalty: 12985.707031
	Iteration 40F: 3 clusters Score -8545369 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -8545406.000000 Penalty: 12985.707031
	Iteration 41Q: 3 clusters Score -8545406 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -8545429.000000 Penalty: 12985.707031
	Iteration 42Q: 3 clusters Score -8545429 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -8545487.000000 Penalty: 12985.707031
	Iteration 43Q: 3 clusters Score -8545487 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -8545536.000000 Penalty: 12985.707031
	Iteration 44Q: 3 clusters Score -8545536 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -8545577.000000 Penalty: 12985.707031
	Iteration 45Q: 3 clusters Score -8545577 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -8545619.000000 Penalty: 12985.707031
	Iteration 46Q: 3 clusters Score -8545619 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -8545658.000000 Penalty: 12985.707031
	Iteration 47Q: 3 clusters Score -8545658 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -8545693.000000 Penalty: 12985.707031
	Iteration 48Q: 3 clusters Score -8545693 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -8545757.000000 Penalty: 12985.707031
	Iteration 49Q: 3 clusters Score -8545757 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -8545813.000000 Penalty: 12985.707031
	Iteration 50Q: 3 clusters Score -8545813 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -8545848.000000 Penalty: 12985.707031
	Iteration 51Q: 3 clusters Score -8545848 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -8545914.000000 Penalty: 12985.707031
	Iteration 52Q: 3 clusters Score -8545914 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -8546010.000000 Penalty: 12985.707031
	Iteration 53Q: 3 clusters Score -8546010 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -8546109.000000 Penalty: 12985.707031
	Iteration 54Q: 3 clusters Score -8546109 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -8546215.000000 Penalty: 12985.707031
	Iteration 55Q: 3 clusters Score -8546215 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -8546361.000000 Penalty: 12985.707031
	Iteration 56Q: 3 clusters Score -8546361 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -8546529.000000 Penalty: 12985.707031
	Iteration 57Q: 3 clusters Score -8546529 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8546721 nChanged 475
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8546912 nChanged 431
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Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8547085 nChanged 418
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Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8547269 nChanged 391
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Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8547415 nChanged 373
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Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8547534 nChanged 324
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Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8547637 nChanged 299
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Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8547706 nChanged 258
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Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8547758 nChanged 188
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Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8547771 nChanged 166
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Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8547798 nChanged 149
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Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8547846 nChanged 133
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Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8547877 nChanged 114
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Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8547902 nChanged 101
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Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8547878 nChanged 73
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Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8547915 nChanged 64
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Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -8547913.000000 Penalty: 12985.707031
	Iteration 74Q: 3 clusters Score -8547913 nChanged 66
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Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8547923 nChanged 69
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Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8547946 nChanged 50
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Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8547958 nChanged 36
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Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8547961 nChanged 30
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Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8547946 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8547952 nChanged 27
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8547962 nChanged 27
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Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8547963 nChanged 22
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Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8547968 nChanged 29
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Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8547960 nChanged 15
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Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8547969 nChanged 18
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Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8547966 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8547933 nChanged 15
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Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8547935 nChanged 16
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Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8547946 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8547955 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8547956 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8547960 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21187 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8547967 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8547967 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8547972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8547983 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21117 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8547994 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21105 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8547974 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21096 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8547962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -8547970.000000 Penalty: 12985.707031
	Iteration 100F: 3 clusters Score -8547970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8547965 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8547967 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8547967 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
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Entering Unmasked Estep 
Score: -8547978.000000 Penalty: 12985.707031
	Iteration 104Q: 3 clusters Score -8547978 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8547982 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8547978 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -8547996.000000 Penalty: 12985.707031
	Iteration 107Q: 3 clusters Score -8547996 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8548000 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -8548004.000000 Penalty: 12985.707031
	Iteration 109Q: 3 clusters Score -8548004 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -8548001.000000 Penalty: 12985.707031
	Iteration 110Q: 3 clusters Score -8548001 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8547990 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20867 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8547999 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -8547986.000000 Penalty: 12985.707031
	Iteration 113Q: 3 clusters Score -8547986 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20837 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8547984 nChanged 14
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -8548005 nChanged 22
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Mstep: Class 1 contains 20803 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -8548009 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -8548016.000000 Penalty: 12985.707031
	Iteration 117Q: 3 clusters Score -8548016 nChanged 19
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8548011 nChanged 21
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8548013 nChanged 24
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Mstep: Class 1 contains 20713 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -8548016 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8548012 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20670 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -8548028 nChanged 21
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Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -8548036 nChanged 22
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -8548045 nChanged 16
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -8548032 nChanged 17
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	Iteration 126Q: 3 clusters Score -8548028 nChanged 17
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -8548034 nChanged 15
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Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -8548026 nChanged 12
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -8548035 nChanged 13
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -8548043 nChanged 16
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -8548049 nChanged 12
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Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -8548042.000000 Penalty: 12985.707031
	Iteration 132Q: 3 clusters Score -8548042 nChanged 12
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -8548038 nChanged 10
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -8548046 nChanged 11
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Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -8548045 nChanged 12
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -8548029 nChanged 13
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	Iteration 137Q: 3 clusters Score -8548032 nChanged 9
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -8548031 nChanged 7
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	Iteration 139Q: 3 clusters Score -8548031 nChanged 16
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Entering Unmasked Estep 
Score: -8548023.000000 Penalty: 12985.707031
	Iteration 140F: 3 clusters Score -8548023 nChanged 18
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -8548028 nChanged 20
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Entering Unmasked Estep 
Score: -8548039.000000 Penalty: 12985.707031
	Iteration 142Q: 3 clusters Score -8548039 nChanged 20
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -8548064 nChanged 24
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -8548067 nChanged 27
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -8548050 nChanged 24
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -8548063 nChanged 25
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -8548047 nChanged 29
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -8548053 nChanged 25
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -8548060 nChanged 25
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -8548076 nChanged 28
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -8548080 nChanged 22
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Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -8548079.000000 Penalty: 12985.707031
	Iteration 152Q: 3 clusters Score -8548079 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -8548080.000000 Penalty: 12985.707031
	Iteration 153Q: 3 clusters Score -8548080 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -8548080.000000 Penalty: 12985.707031
	Iteration 154Q: 3 clusters Score -8548080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -8548073.000000 Penalty: 12985.707031
	Iteration 155Q: 3 clusters Score -8548073 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -8548069.000000 Penalty: 12985.707031
	Iteration 156Q: 3 clusters Score -8548069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -8548061.000000 Penalty: 12985.707031
	Iteration 157Q: 3 clusters Score -8548061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -8548069.000000 Penalty: 12985.707031
	Iteration 158Q: 3 clusters Score -8548069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -8548079.000000 Penalty: 12985.707031
	Iteration 159Q: 3 clusters Score -8548079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -8548095.000000 Penalty: 12985.707031
	Iteration 160F: 3 clusters Score -8548095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -8548093.000000 Penalty: 12985.707031
	Iteration 161Q: 3 clusters Score -8548093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -8548081.000000 Penalty: 12985.707031
	Iteration 162Q: 3 clusters Score -8548081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -8548088.000000 Penalty: 12985.707031
	Iteration 163Q: 3 clusters Score -8548088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -8548083.000000 Penalty: 12985.707031
	Iteration 164Q: 3 clusters Score -8548083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -8548081.000000 Penalty: 12985.707031
	Iteration 165Q: 3 clusters Score -8548081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -8548082.000000 Penalty: 12985.707031
	Iteration 166Q: 3 clusters Score -8548082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -8548082.000000 Penalty: 12985.707031
	Iteration 167F: 3 clusters Score -8548082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Entering Unmasked Estep 
Score: -1243112.250000 Penalty: 5306.842773
	Iteration 0F: 2 clusters Score -1243112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1235529.000000 Penalty: 10613.685547
	Iteration 0F: 3 clusters Score -1235529 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1236943.625000 Penalty: 10613.685547
	Iteration 1F: 3 clusters Score -1236944 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1237400.375000 Penalty: 10613.685547
	Iteration 2F: 3 clusters Score -1237400 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1237722.000000 Penalty: 10613.685547
	Iteration 3F: 3 clusters Score -1237722 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1237981.375000 Penalty: 10613.685547
	Iteration 4Q: 3 clusters Score -1237981 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1238214.875000 Penalty: 10613.685547
	Iteration 5Q: 3 clusters Score -1238215 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1238410.500000 Penalty: 10613.685547
	Iteration 6Q: 3 clusters Score -1238410 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1238596.375000 Penalty: 10613.685547
	Iteration 7Q: 3 clusters Score -1238596 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1238763.125000 Penalty: 10613.685547
	Iteration 8Q: 3 clusters Score -1238763 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1238912.750000 Penalty: 10613.685547
	Iteration 9Q: 3 clusters Score -1238913 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1239053.500000 Penalty: 10613.685547
	Iteration 10Q: 3 clusters Score -1239054 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1239193.375000 Penalty: 10613.685547
	Iteration 11Q: 3 clusters Score -1239193 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1239298.125000 Penalty: 10613.685547
	Iteration 12Q: 3 clusters Score -1239298 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1239384.500000 Penalty: 10613.685547
	Iteration 13Q: 3 clusters Score -1239384 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1239464.250000 Penalty: 10613.685547
	Iteration 14Q: 3 clusters Score -1239464 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1239530.125000 Penalty: 10613.685547
	Iteration 15Q: 3 clusters Score -1239530 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1239592.625000 Penalty: 10613.685547
	Iteration 16Q: 3 clusters Score -1239593 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1239649.000000 Penalty: 10613.685547
	Iteration 17Q: 3 clusters Score -1239649 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1239705.875000 Penalty: 10613.685547
	Iteration 18Q: 3 clusters Score -1239706 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1239749.250000 Penalty: 10613.685547
	Iteration 19Q: 3 clusters Score -1239749 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1239785.875000 Penalty: 10613.685547
	Iteration 20F: 3 clusters Score -1239786 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1239807.250000 Penalty: 10613.685547
	Iteration 21Q: 3 clusters Score -1239807 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1239824.625000 Penalty: 10613.685547
	Iteration 22Q: 3 clusters Score -1239825 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1239845.750000 Penalty: 10613.685547
	Iteration 23Q: 3 clusters Score -1239846 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1239860.000000 Penalty: 10613.685547
	Iteration 24Q: 3 clusters Score -1239860 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1239871.375000 Penalty: 10613.685547
	Iteration 25Q: 3 clusters Score -1239871 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1239877.750000 Penalty: 10613.685547
	Iteration 26Q: 3 clusters Score -1239878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1239887.000000 Penalty: 10613.685547
	Iteration 27Q: 3 clusters Score -1239887 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1239901.000000 Penalty: 10613.685547
	Iteration 28Q: 3 clusters Score -1239901 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1239911.375000 Penalty: 10613.685547
	Iteration 29Q: 3 clusters Score -1239911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1239916.250000 Penalty: 10613.685547
	Iteration 30Q: 3 clusters Score -1239916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1239927.000000 Penalty: 10613.685547
	Iteration 31Q: 3 clusters Score -1239927 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1239936.500000 Penalty: 10613.685547
	Iteration 32Q: 3 clusters Score -1239936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1239941.500000 Penalty: 10613.685547
	Iteration 33Q: 3 clusters Score -1239942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1239946.000000 Penalty: 10613.685547
	Iteration 34Q: 3 clusters Score -1239946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1239947.500000 Penalty: 10613.685547
	Iteration 35Q: 3 clusters Score -1239948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1239948.125000 Penalty: 10613.685547
	Iteration 36Q: 3 clusters Score -1239948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1239952.750000 Penalty: 10613.685547
	Iteration 37Q: 3 clusters Score -1239953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1239957.500000 Penalty: 10613.685547
	Iteration 38Q: 3 clusters Score -1239958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1239962.000000 Penalty: 10613.685547
	Iteration 39Q: 3 clusters Score -1239962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1239960.500000 Penalty: 10613.685547
	Iteration 40F: 3 clusters Score -1239960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1239961.375000 Penalty: 10613.685547
	Iteration 41Q: 3 clusters Score -1239961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1239964.375000 Penalty: 10613.685547
	Iteration 42Q: 3 clusters Score -1239964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1239964.375000 Penalty: 10613.685547
	Iteration 43F: 3 clusters Score -1239964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (35568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35568 members 
Entering Unmasked Estep 
Score: -8060825.000000 Penalty: 6418.510742
	Iteration 0F: 2 clusters Score -8060825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -8034421.000000 Penalty: 12837.021484
	Iteration 0F: 3 clusters Score -8034421 nChanged 15216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -8042474.000000 Penalty: 12837.021484
	Iteration 1F: 3 clusters Score -8042474 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -8043252.000000 Penalty: 12837.021484
	Iteration 2F: 3 clusters Score -8043252 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -8043792.500000 Penalty: 12837.021484
	Iteration 3Q: 3 clusters Score -8043792 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -8044232.000000 Penalty: 12837.021484
	Iteration 4Q: 3 clusters Score -8044232 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -8044589.000000 Penalty: 12837.021484
	Iteration 5Q: 3 clusters Score -8044589 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -8044884.000000 Penalty: 12837.021484
	Iteration 6Q: 3 clusters Score -8044884 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -8045136.000000 Penalty: 12837.021484
	Iteration 7Q: 3 clusters Score -8045136 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -8045331.500000 Penalty: 12837.021484
	Iteration 8Q: 3 clusters Score -8045332 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -8045576.000000 Penalty: 12837.021484
	Iteration 9Q: 3 clusters Score -8045576 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -8045828.000000 Penalty: 12837.021484
	Iteration 10Q: 3 clusters Score -8045828 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -8046074.000000 Penalty: 12837.021484
	Iteration 11Q: 3 clusters Score -8046074 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -8046283.500000 Penalty: 12837.021484
	Iteration 12Q: 3 clusters Score -8046284 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -8046484.500000 Penalty: 12837.021484
	Iteration 13Q: 3 clusters Score -8046484 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -8046708.000000 Penalty: 12837.021484
	Iteration 14Q: 3 clusters Score -8046708 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -8046972.000000 Penalty: 12837.021484
	Iteration 15Q: 3 clusters Score -8046972 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -8047271.500000 Penalty: 12837.021484
	Iteration 16Q: 3 clusters Score -8047272 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -8047704.000000 Penalty: 12837.021484
	Iteration 17Q: 3 clusters Score -8047704 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -8048303.000000 Penalty: 12837.021484
	Iteration 18Q: 3 clusters Score -8048303 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -8049042.000000 Penalty: 12837.021484
	Iteration 19Q: 3 clusters Score -8049042 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -8050005.500000 Penalty: 12837.021484
	Iteration 20F: 3 clusters Score -8050006 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27961 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -8050994.000000 Penalty: 12837.021484
	Iteration 21Q: 3 clusters Score -8050994 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29446 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -8052054.000000 Penalty: 12837.021484
	Iteration 22Q: 3 clusters Score -8052054 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30771 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -8053010.000000 Penalty: 12837.021484
	Iteration 23Q: 3 clusters Score -8053010 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31804 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -8053751.000000 Penalty: 12837.021484
	Iteration 24Q: 3 clusters Score -8053751 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32518 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -8054238.500000 Penalty: 12837.021484
	Iteration 25Q: 3 clusters Score -8054238 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -8054584.500000 Penalty: 12837.021484
	Iteration 26Q: 3 clusters Score -8054584 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -8054855.000000 Penalty: 12837.021484
	Iteration 27Q: 3 clusters Score -8054855 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -8055005.500000 Penalty: 12837.021484
	Iteration 28Q: 3 clusters Score -8055006 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33795 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -8055120.000000 Penalty: 12837.021484
	Iteration 29Q: 3 clusters Score -8055120 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33901 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -8055175.000000 Penalty: 12837.021484
	Iteration 30Q: 3 clusters Score -8055175 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33973 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -8055225.000000 Penalty: 12837.021484
	Iteration 31Q: 3 clusters Score -8055225 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34030 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -8055278.000000 Penalty: 12837.021484
	Iteration 32Q: 3 clusters Score -8055278 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34072 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -8055298.500000 Penalty: 12837.021484
	Iteration 33Q: 3 clusters Score -8055298 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34113 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -8055337.500000 Penalty: 12837.021484
	Iteration 34Q: 3 clusters Score -8055338 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34138 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -8055349.500000 Penalty: 12837.021484
	Iteration 35Q: 3 clusters Score -8055350 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34157 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -8055369.000000 Penalty: 12837.021484
	Iteration 36Q: 3 clusters Score -8055369 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34169 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -8055385.500000 Penalty: 12837.021484
	Iteration 37Q: 3 clusters Score -8055386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34179 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -8055390.500000 Penalty: 12837.021484
	Iteration 38Q: 3 clusters Score -8055390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34191 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -8055397.000000 Penalty: 12837.021484
	Iteration 39Q: 3 clusters Score -8055397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34197 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -8055409.500000 Penalty: 12837.021484
	Iteration 40F: 3 clusters Score -8055410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34210 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -8055412.000000 Penalty: 12837.021484
	Iteration 41Q: 3 clusters Score -8055412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34219 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -8055429.500000 Penalty: 12837.021484
	Iteration 42Q: 3 clusters Score -8055430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34223 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -8055444.000000 Penalty: 12837.021484
	Iteration 43Q: 3 clusters Score -8055444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34223 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -8055448.000000 Penalty: 12837.021484
	Iteration 44Q: 3 clusters Score -8055448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34222 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -8055444.000000 Penalty: 12837.021484
	Iteration 45Q: 3 clusters Score -8055444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34223 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -8055453.000000 Penalty: 12837.021484
	Iteration 46Q: 3 clusters Score -8055453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34222 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -8055456.500000 Penalty: 12837.021484
	Iteration 47Q: 3 clusters Score -8055456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34221 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -8055449.500000 Penalty: 12837.021484
	Iteration 48Q: 3 clusters Score -8055450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34224 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -8055453.000000 Penalty: 12837.021484
	Iteration 49Q: 3 clusters Score -8055453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -8055452.500000 Penalty: 12837.021484
	Iteration 50Q: 3 clusters Score -8055452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34228 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -8055459.500000 Penalty: 12837.021484
	Iteration 51Q: 3 clusters Score -8055460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34230 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -8055454.000000 Penalty: 12837.021484
	Iteration 52Q: 3 clusters Score -8055454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34229 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -8055457.500000 Penalty: 12837.021484
	Iteration 53Q: 3 clusters Score -8055458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34229 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -8055457.500000 Penalty: 12837.021484
	Iteration 54F: 3 clusters Score -8055458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Entering Unmasked Estep 
Score: -247148.468750 Penalty: 4311.791992
	Iteration 0F: 2 clusters Score -247148.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -242857.406250 Penalty: 8623.583984
	Iteration 0F: 3 clusters Score -242857.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -243266.578125 Penalty: 8623.583984
	Iteration 1F: 3 clusters Score -243266.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -243408.093750 Penalty: 8623.583984
	Iteration 2Q: 3 clusters Score -243408.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -243469.484375 Penalty: 8623.583984
	Iteration 3Q: 3 clusters Score -243469.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -243505.500000 Penalty: 8623.583984
	Iteration 4Q: 3 clusters Score -243505.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -243517.609375 Penalty: 8623.583984
	Iteration 5Q: 3 clusters Score -243517.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -243526.015625 Penalty: 8623.583984
	Iteration 6Q: 3 clusters Score -243526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -243528.234375 Penalty: 8623.583984
	Iteration 7Q: 3 clusters Score -243528.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -243528.234375 Penalty: 8623.583984
	Iteration 8F: 3 clusters Score -243528.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Entering Unmasked Estep 
Score: -251936.734375 Penalty: 4377.397949
	Iteration 0F: 2 clusters Score -251936.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -247810.234375 Penalty: 8754.795898
	Iteration 0F: 3 clusters Score -247810.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -248494.156250 Penalty: 8754.795898
	Iteration 1F: 3 clusters Score -248494.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -248705.156250 Penalty: 8754.795898
	Iteration 2F: 3 clusters Score -248705.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -248829.531250 Penalty: 8754.795898
	Iteration 3Q: 3 clusters Score -248829.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -248900.593750 Penalty: 8754.795898
	Iteration 4Q: 3 clusters Score -248900.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -248973.109375 Penalty: 8754.795898
	Iteration 5Q: 3 clusters Score -248973.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -249186.890625 Penalty: 8754.795898
	Iteration 6Q: 3 clusters Score -249186.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -249599.453125 Penalty: 8754.795898
	Iteration 7Q: 3 clusters Score -249599.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -250065.093750 Penalty: 8754.795898
	Iteration 8Q: 3 clusters Score -250065.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -250667.562500 Penalty: 8754.795898
	Iteration 9Q: 3 clusters Score -250667.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -250939.375000 Penalty: 8754.795898
	Iteration 10Q: 3 clusters Score -250939.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -251163.734375 Penalty: 8754.795898
	Iteration 11Q: 3 clusters Score -251163.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -251301.796875 Penalty: 8754.795898
	Iteration 12Q: 3 clusters Score -251301.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -251446.953125 Penalty: 8754.795898
	Iteration 13Q: 3 clusters Score -251447 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -251584.937500 Penalty: 8754.795898
	Iteration 14Q: 3 clusters Score -251584.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -251682.406250 Penalty: 8754.795898
	Iteration 15Q: 3 clusters Score -251682.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -251737.984375 Penalty: 8754.795898
	Iteration 16Q: 3 clusters Score -251738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -251767.968750 Penalty: 8754.795898
	Iteration 17Q: 3 clusters Score -251768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -251790.484375 Penalty: 8754.795898
	Iteration 18Q: 3 clusters Score -251790.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -251800.906250 Penalty: 8754.795898
	Iteration 19Q: 3 clusters Score -251800.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -251824.218750 Penalty: 8754.795898
	Iteration 20F: 3 clusters Score -251824.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (44603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44603 members 
Entering Unmasked Estep 
Score: -10046375.000000 Penalty: 6557.153809
	Iteration 0F: 2 clusters Score -1.004638e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -10014177.000000 Penalty: 13114.307617
	Iteration 0F: 3 clusters Score -1.001418e+07 nChanged 19480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -10024649.000000 Penalty: 13114.307617
	Iteration 1F: 3 clusters Score -1.002465e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -10025549.000000 Penalty: 13114.307617
	Iteration 2F: 3 clusters Score -1.002555e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -10026321.000000 Penalty: 13114.307617
	Iteration 3Q: 3 clusters Score -1.002632e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -10027104.000000 Penalty: 13114.307617
	Iteration 4Q: 3 clusters Score -1.00271e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -10027651.000000 Penalty: 13114.307617
	Iteration 5Q: 3 clusters Score -1.002765e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -10028194.000000 Penalty: 13114.307617
	Iteration 6Q: 3 clusters Score -1.002819e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -10028648.000000 Penalty: 13114.307617
	Iteration 7Q: 3 clusters Score -1.002865e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -10029095.000000 Penalty: 13114.307617
	Iteration 8Q: 3 clusters Score -1.00291e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -10029514.000000 Penalty: 13114.307617
	Iteration 9Q: 3 clusters Score -1.002951e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 25169 members 
Entering Unmasked Estep 
Score: -10029821.000000 Penalty: 13114.307617
	Iteration 10Q: 3 clusters Score -1.002982e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 25983 members 
Entering Unmasked Estep 
Score: -10030257.000000 Penalty: 13114.307617
	Iteration 11Q: 3 clusters Score -1.003026e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 27015 members 
Entering Unmasked Estep 
Score: -10030811.000000 Penalty: 13114.307617
	Iteration 12Q: 3 clusters Score -1.003081e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -10031487.000000 Penalty: 13114.307617
	Iteration 13Q: 3 clusters Score -1.003149e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 29736 members 
Entering Unmasked Estep 
Score: -10032340.000000 Penalty: 13114.307617
	Iteration 14Q: 3 clusters Score -1.003234e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 31428 members 
Entering Unmasked Estep 
Score: -10033289.000000 Penalty: 13114.307617
	Iteration 15Q: 3 clusters Score -1.003329e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 33345 members 
Entering Unmasked Estep 
Score: -10034648.000000 Penalty: 13114.307617
	Iteration 16Q: 3 clusters Score -1.003465e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 35376 members 
Entering Unmasked Estep 
Score: -10036272.000000 Penalty: 13114.307617
	Iteration 17Q: 3 clusters Score -1.003627e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 37322 members 
Entering Unmasked Estep 
Score: -10037825.000000 Penalty: 13114.307617
	Iteration 18Q: 3 clusters Score -1.003782e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 38897 members 
Entering Unmasked Estep 
Score: -10039199.000000 Penalty: 13114.307617
	Iteration 19Q: 3 clusters Score -1.00392e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 40029 members 
Entering Unmasked Estep 
Score: -10040200.000000 Penalty: 13114.307617
	Iteration 20F: 3 clusters Score -1.00402e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 40806 members 
Entering Unmasked Estep 
Score: -10040923.000000 Penalty: 13114.307617
	Iteration 21Q: 3 clusters Score -1.004092e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 41302 members 
Entering Unmasked Estep 
Score: -10041355.000000 Penalty: 13114.307617
	Iteration 22Q: 3 clusters Score -1.004136e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 41628 members 
Entering Unmasked Estep 
Score: -10041647.000000 Penalty: 13114.307617
	Iteration 23Q: 3 clusters Score -1.004165e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 41849 members 
Entering Unmasked Estep 
Score: -10041801.000000 Penalty: 13114.307617
	Iteration 24Q: 3 clusters Score -1.00418e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 41995 members 
Entering Unmasked Estep 
Score: -10041893.000000 Penalty: 13114.307617
	Iteration 25Q: 3 clusters Score -1.004189e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 42092 members 
Entering Unmasked Estep 
Score: -10041945.000000 Penalty: 13114.307617
	Iteration 26Q: 3 clusters Score -1.004194e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 42156 members 
Entering Unmasked Estep 
Score: -10041967.000000 Penalty: 13114.307617
	Iteration 27Q: 3 clusters Score -1.004197e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 42196 members 
Entering Unmasked Estep 
Score: -10041993.000000 Penalty: 13114.307617
	Iteration 28Q: 3 clusters Score -1.004199e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 42224 members 
Entering Unmasked Estep 
Score: -10041982.000000 Penalty: 13114.307617
	Iteration 29Q: 3 clusters Score -1.004198e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 42241 members 
Entering Unmasked Estep 
Score: -10041983.000000 Penalty: 13114.307617
	Iteration 30Q: 3 clusters Score -1.004198e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 42253 members 
Entering Unmasked Estep 
Score: -10041991.000000 Penalty: 13114.307617
	Iteration 31Q: 3 clusters Score -1.004199e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 42264 members 
Entering Unmasked Estep 
Score: -10041987.000000 Penalty: 13114.307617
	Iteration 32Q: 3 clusters Score -1.004199e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 42265 members 
Entering Unmasked Estep 
Score: -10041997.000000 Penalty: 13114.307617
	Iteration 33Q: 3 clusters Score -1.0042e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 42269 members 
Entering Unmasked Estep 
Score: -10041996.000000 Penalty: 13114.307617
	Iteration 34Q: 3 clusters Score -1.0042e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 42273 members 
Entering Unmasked Estep 
Score: -10042006.000000 Penalty: 13114.307617
	Iteration 35Q: 3 clusters Score -1.004201e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 42280 members 
Entering Unmasked Estep 
Score: -10042010.000000 Penalty: 13114.307617
	Iteration 36Q: 3 clusters Score -1.004201e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 42284 members 
Entering Unmasked Estep 
Score: -10042005.000000 Penalty: 13114.307617
	Iteration 37Q: 3 clusters Score -1.0042e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 42286 members 
Entering Unmasked Estep 
Score: -10042009.000000 Penalty: 13114.307617
	Iteration 38Q: 3 clusters Score -1.004201e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 42288 members 
Entering Unmasked Estep 
Score: -10042017.000000 Penalty: 13114.307617
	Iteration 39Q: 3 clusters Score -1.004202e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 42291 members 
Entering Unmasked Estep 
Score: -10042019.000000 Penalty: 13114.307617
	Iteration 40F: 3 clusters Score -1.004202e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 42298 members 
Entering Unmasked Estep 
Score: -10042015.000000 Penalty: 13114.307617
	Iteration 41Q: 3 clusters Score -1.004202e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 42306 members 
Entering Unmasked Estep 
Score: -10042029.000000 Penalty: 13114.307617
	Iteration 42Q: 3 clusters Score -1.004203e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 42310 members 
Entering Unmasked Estep 
Score: -10042027.000000 Penalty: 13114.307617
	Iteration 43Q: 3 clusters Score -1.004203e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 42315 members 
Entering Unmasked Estep 
Score: -10042048.000000 Penalty: 13114.307617
	Iteration 44Q: 3 clusters Score -1.004205e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 42322 members 
Entering Unmasked Estep 
Score: -10042052.000000 Penalty: 13114.307617
	Iteration 45Q: 3 clusters Score -1.004205e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 42327 members 
Entering Unmasked Estep 
Score: -10042051.000000 Penalty: 13114.307617
	Iteration 46Q: 3 clusters Score -1.004205e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 42332 members 
Entering Unmasked Estep 
Score: -10042050.000000 Penalty: 13114.307617
	Iteration 47Q: 3 clusters Score -1.004205e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 42337 members 
Entering Unmasked Estep 
Score: -10042063.000000 Penalty: 13114.307617
	Iteration 48Q: 3 clusters Score -1.004206e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 42339 members 
Entering Unmasked Estep 
Score: -10042064.000000 Penalty: 13114.307617
	Iteration 49Q: 3 clusters Score -1.004206e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 42344 members 
Entering Unmasked Estep 
Score: -10042055.000000 Penalty: 13114.307617
	Iteration 50Q: 3 clusters Score -1.004206e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 42344 members 
Entering Unmasked Estep 
Score: -10042052.000000 Penalty: 13114.307617
	Iteration 51Q: 3 clusters Score -1.004205e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 42346 members 
Entering Unmasked Estep 
Score: -10042051.000000 Penalty: 13114.307617
	Iteration 52Q: 3 clusters Score -1.004205e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 42347 members 
Entering Unmasked Estep 
Score: -10042042.000000 Penalty: 13114.307617
	Iteration 53Q: 3 clusters Score -1.004204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 42349 members 
Entering Unmasked Estep 
Score: -10042044.000000 Penalty: 13114.307617
	Iteration 54Q: 3 clusters Score -1.004204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 42351 members 
Entering Unmasked Estep 
Score: -10042045.000000 Penalty: 13114.307617
	Iteration 55Q: 3 clusters Score -1.004204e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 42351 members 
Entering Unmasked Estep 
Score: -10042045.000000 Penalty: 13114.307617
	Iteration 56F: 3 clusters Score -1.004204e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Entering Unmasked Estep 
Score: -249915.906250 Penalty: 4365.712402
	Iteration 0F: 2 clusters Score -249915.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -245565.843750 Penalty: 8731.424805
	Iteration 0F: 3 clusters Score -245565.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -246048.953125 Penalty: 8731.424805
	Iteration 1F: 3 clusters Score -246049 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -246280.031250 Penalty: 8731.424805
	Iteration 2F: 3 clusters Score -246280 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -246513.453125 Penalty: 8731.424805
	Iteration 3Q: 3 clusters Score -246513.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -246819.281250 Penalty: 8731.424805
	Iteration 4Q: 3 clusters Score -246819.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -247146.515625 Penalty: 8731.424805
	Iteration 5Q: 3 clusters Score -247146.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -247499.328125 Penalty: 8731.424805
	Iteration 6Q: 3 clusters Score -247499.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -247790.203125 Penalty: 8731.424805
	Iteration 7Q: 3 clusters Score -247790.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -248029.203125 Penalty: 8731.424805
	Iteration 8Q: 3 clusters Score -248029.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -248295.796875 Penalty: 8731.424805
	Iteration 9Q: 3 clusters Score -248295.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -248424.765625 Penalty: 8731.424805
	Iteration 10Q: 3 clusters Score -248424.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -248526.656250 Penalty: 8731.424805
	Iteration 11Q: 3 clusters Score -248526.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -248636.500000 Penalty: 8731.424805
	Iteration 12Q: 3 clusters Score -248636.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -248727.031250 Penalty: 8731.424805
	Iteration 13Q: 3 clusters Score -248727 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -248849.093750 Penalty: 8731.424805
	Iteration 14Q: 3 clusters Score -248849.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -248972.906250 Penalty: 8731.424805
	Iteration 15Q: 3 clusters Score -248972.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -249075.031250 Penalty: 8731.424805
	Iteration 16Q: 3 clusters Score -249075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -249156.265625 Penalty: 8731.424805
	Iteration 17Q: 3 clusters Score -249156.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -249220.296875 Penalty: 8731.424805
	Iteration 18Q: 3 clusters Score -249220.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -249244.125000 Penalty: 8731.424805
	Iteration 19Q: 3 clusters Score -249244.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -249255.000000 Penalty: 8731.424805
	Iteration 20F: 3 clusters Score -249255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -249263.375000 Penalty: 8731.424805
	Iteration 21Q: 3 clusters Score -249263.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -249268.734375 Penalty: 8731.424805
	Iteration 22Q: 3 clusters Score -249268.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -249268.734375 Penalty: 8731.424805
	Iteration 23F: 3 clusters Score -249268.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (63585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63585 members 
Entering Unmasked Estep 
Score: -14266194.000000 Penalty: 6774.331543
	Iteration 0F: 2 clusters Score -1.426619e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31973 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -14221754.000000 Penalty: 13548.663086
	Iteration 0F: 3 clusters Score -1.422175e+07 nChanged 28449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32894 members 
Mstep: Class 2 contains 30691 members 
Entering Unmasked Estep 
Score: -14237013.000000 Penalty: 13548.663086
	Iteration 1F: 3 clusters Score -1.423701e+07 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33503 members 
Mstep: Class 2 contains 30082 members 
Entering Unmasked Estep 
Score: -14237985.000000 Penalty: 13548.663086
	Iteration 2Q: 3 clusters Score -1.423798e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34379 members 
Mstep: Class 2 contains 29206 members 
Entering Unmasked Estep 
Score: -14238826.000000 Penalty: 13548.663086
	Iteration 3Q: 3 clusters Score -1.423883e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35558 members 
Mstep: Class 2 contains 28027 members 
Entering Unmasked Estep 
Score: -14239594.000000 Penalty: 13548.663086
	Iteration 4Q: 3 clusters Score -1.423959e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37084 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -14240280.000000 Penalty: 13548.663086
	Iteration 5Q: 3 clusters Score -1.424028e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39228 members 
Mstep: Class 2 contains 24357 members 
Entering Unmasked Estep 
Score: -14241457.000000 Penalty: 13548.663086
	Iteration 6Q: 3 clusters Score -1.424146e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42059 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -14243116.000000 Penalty: 13548.663086
	Iteration 7Q: 3 clusters Score -1.424312e+07 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45652 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -14245484.000000 Penalty: 13548.663086
	Iteration 8F: 3 clusters Score -1.424548e+07 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49911 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -14249035.000000 Penalty: 13548.663086
	Iteration 9F: 3 clusters Score -1.424904e+07 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54237 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -14252848.000000 Penalty: 13548.663086
	Iteration 10F: 3 clusters Score -1.425285e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57751 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -14256042.000000 Penalty: 13548.663086
	Iteration 11F: 3 clusters Score -1.425604e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59937 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -14257903.000000 Penalty: 13548.663086
	Iteration 12Q: 3 clusters Score -1.42579e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61138 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -14258960.000000 Penalty: 13548.663086
	Iteration 13Q: 3 clusters Score -1.425896e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61728 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -14259486.000000 Penalty: 13548.663086
	Iteration 14Q: 3 clusters Score -1.425949e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62066 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -14259780.000000 Penalty: 13548.663086
	Iteration 15Q: 3 clusters Score -1.425978e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62246 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -14259967.000000 Penalty: 13548.663086
	Iteration 16Q: 3 clusters Score -1.425997e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62361 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -14260091.000000 Penalty: 13548.663086
	Iteration 17Q: 3 clusters Score -1.426009e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62437 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -14260183.000000 Penalty: 13548.663086
	Iteration 18Q: 3 clusters Score -1.426018e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62485 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -14260235.000000 Penalty: 13548.663086
	Iteration 19Q: 3 clusters Score -1.426024e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62520 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -14260293.000000 Penalty: 13548.663086
	Iteration 20F: 3 clusters Score -1.426029e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62548 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -14260326.000000 Penalty: 13548.663086
	Iteration 21Q: 3 clusters Score -1.426033e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62557 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -14260336.000000 Penalty: 13548.663086
	Iteration 22Q: 3 clusters Score -1.426034e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62574 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -14260362.000000 Penalty: 13548.663086
	Iteration 23Q: 3 clusters Score -1.426036e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62586 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -14260379.000000 Penalty: 13548.663086
	Iteration 24Q: 3 clusters Score -1.426038e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62593 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -14260381.000000 Penalty: 13548.663086
	Iteration 25Q: 3 clusters Score -1.426038e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62598 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -14260374.000000 Penalty: 13548.663086
	Iteration 26Q: 3 clusters Score -1.426037e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62609 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -14260400.000000 Penalty: 13548.663086
	Iteration 27Q: 3 clusters Score -1.42604e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62616 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -14260417.000000 Penalty: 13548.663086
	Iteration 28Q: 3 clusters Score -1.426042e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62623 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -14260436.000000 Penalty: 13548.663086
	Iteration 29Q: 3 clusters Score -1.426044e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62632 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -14260453.000000 Penalty: 13548.663086
	Iteration 30Q: 3 clusters Score -1.426045e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62640 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -14260463.000000 Penalty: 13548.663086
	Iteration 31Q: 3 clusters Score -1.426046e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62647 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -14260467.000000 Penalty: 13548.663086
	Iteration 32Q: 3 clusters Score -1.426047e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62650 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -14260484.000000 Penalty: 13548.663086
	Iteration 33Q: 3 clusters Score -1.426048e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62654 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -14260479.000000 Penalty: 13548.663086
	Iteration 34Q: 3 clusters Score -1.426048e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62654 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -14260484.000000 Penalty: 13548.663086
	Iteration 35Q: 3 clusters Score -1.426048e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62656 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -14260492.000000 Penalty: 13548.663086
	Iteration 36Q: 3 clusters Score -1.426049e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62659 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -14260495.000000 Penalty: 13548.663086
	Iteration 37Q: 3 clusters Score -1.42605e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62658 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -14260504.000000 Penalty: 13548.663086
	Iteration 38Q: 3 clusters Score -1.42605e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62659 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -14260513.000000 Penalty: 13548.663086
	Iteration 39Q: 3 clusters Score -1.426051e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62663 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -14260510.000000 Penalty: 13548.663086
	Iteration 40F: 3 clusters Score -1.426051e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62669 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -14260522.000000 Penalty: 13548.663086
	Iteration 41Q: 3 clusters Score -1.426052e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62671 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -14260523.000000 Penalty: 13548.663086
	Iteration 42Q: 3 clusters Score -1.426052e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62670 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -14260527.000000 Penalty: 13548.663086
	Iteration 43Q: 3 clusters Score -1.426053e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62673 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -14260533.000000 Penalty: 13548.663086
	Iteration 44Q: 3 clusters Score -1.426053e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62674 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -14260533.000000 Penalty: 13548.663086
	Iteration 45Q: 3 clusters Score -1.426053e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62675 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -14260528.000000 Penalty: 13548.663086
	Iteration 46Q: 3 clusters Score -1.426053e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62676 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -14260530.000000 Penalty: 13548.663086
	Iteration 47Q: 3 clusters Score -1.426053e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62677 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -14260533.000000 Penalty: 13548.663086
	Iteration 48Q: 3 clusters Score -1.426053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62679 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -14260522.000000 Penalty: 13548.663086
	Iteration 49Q: 3 clusters Score -1.426052e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62681 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -14260533.000000 Penalty: 13548.663086
	Iteration 50Q: 3 clusters Score -1.426053e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62683 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -14260524.000000 Penalty: 13548.663086
	Iteration 51Q: 3 clusters Score -1.426052e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62683 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -14260524.000000 Penalty: 13548.663086
	Iteration 52F: 3 clusters Score -1.426052e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Entering Unmasked Estep 
Score: -3042892.750000 Penalty: 5830.028320
	Iteration 0F: 2 clusters Score -3042893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -3030365.250000 Penalty: 11660.056641
	Iteration 0F: 3 clusters Score -3030365 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -3033515.500000 Penalty: 11660.056641
	Iteration 1F: 3 clusters Score -3033516 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -3034501.500000 Penalty: 11660.056641
	Iteration 2F: 3 clusters Score -3034502 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -3035333.500000 Penalty: 11660.056641
	Iteration 3F: 3 clusters Score -3035334 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -3036180.500000 Penalty: 11660.056641
	Iteration 4F: 3 clusters Score -3036180 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -3037314.500000 Penalty: 11660.056641
	Iteration 5F: 3 clusters Score -3037314 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -3038684.250000 Penalty: 11660.056641
	Iteration 6F: 3 clusters Score -3038684 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -3040128.000000 Penalty: 11660.056641
	Iteration 7F: 3 clusters Score -3040128 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -3041456.250000 Penalty: 11660.056641
	Iteration 8F: 3 clusters Score -3041456 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -3042592.250000 Penalty: 11660.056641
	Iteration 9F: 3 clusters Score -3042592 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -3043228.750000 Penalty: 11660.056641
	Iteration 10Q: 3 clusters Score -3043229 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -3043464.500000 Penalty: 11660.056641
	Iteration 11Q: 3 clusters Score -3043464 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -3043538.000000 Penalty: 11660.056641
	Iteration 12Q: 3 clusters Score -3043538 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -3043564.750000 Penalty: 11660.056641
	Iteration 13Q: 3 clusters Score -3043565 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -3043575.000000 Penalty: 11660.056641
	Iteration 14Q: 3 clusters Score -3043575 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -3043566.500000 Penalty: 11660.056641
	Iteration 15Q: 3 clusters Score -3043566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -3043581.750000 Penalty: 11660.056641
	Iteration 16Q: 3 clusters Score -3043582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -3043586.750000 Penalty: 11660.056641
	Iteration 17Q: 3 clusters Score -3043587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -3043588.000000 Penalty: 11660.056641
	Iteration 18Q: 3 clusters Score -3043588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -3043581.250000 Penalty: 11660.056641
	Iteration 19Q: 3 clusters Score -3043581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -3043582.750000 Penalty: 11660.056641
	Iteration 20F: 3 clusters Score -3043583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 33940 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 19580 members 
Mstep: Class 5 contains 146698 members 
Mstep: Class 6 contains 9777 members 
Mstep: Class 7 contains 12873 members 
Mstep: Class 8 contains 4596 members 
Mstep: Class 9 contains 10592 members 
Mstep: Class 10 contains 52053 members 
Mstep: Class 11 contains 73460 members 
Mstep: Class 12 contains 8795 members 
Mstep: Class 13 contains 28142 members 
Mstep: Class 14 contains 14802 members 
Mstep: Class 15 contains 40158 members 
Mstep: Class 16 contains 5792 members 
Mstep: Class 17 contains 35568 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 44603 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 63585 members 
Mstep: Class 23 contains 9012 members 
Mstep: Class 24 contains 70105 members 
Mstep: Class 25 contains 1791 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 401 members 
Entering Unmasked Estep 
Score: -157296128.000000 Penalty: 222986.234375
Splitting cluster 23 changes total score from -157298576.000000 to -157296128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (70105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70105 members 
Entering Unmasked Estep 
Score: -15664282.000000 Penalty: 6834.121582
	Iteration 0F: 2 clusters Score -1.566428e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35018 members 
Mstep: Class 2 contains 35087 members 
Entering Unmasked Estep 
Score: -15615493.000000 Penalty: 13668.243164
	Iteration 0F: 3 clusters Score -1.561549e+07 nChanged 31392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34916 members 
Mstep: Class 2 contains 35189 members 
Entering Unmasked Estep 
Score: -15632553.000000 Penalty: 13668.243164
	Iteration 1F: 3 clusters Score -1.563255e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34818 members 
Mstep: Class 2 contains 35287 members 
Entering Unmasked Estep 
Score: -15633552.000000 Penalty: 13668.243164
	Iteration 2Q: 3 clusters Score -1.563355e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34579 members 
Mstep: Class 2 contains 35526 members 
Entering Unmasked Estep 
Score: -15634337.000000 Penalty: 13668.243164
	Iteration 3Q: 3 clusters Score -1.563434e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34268 members 
Mstep: Class 2 contains 35837 members 
Entering Unmasked Estep 
Score: -15635144.000000 Penalty: 13668.243164
	Iteration 4Q: 3 clusters Score -1.563514e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33899 members 
Mstep: Class 2 contains 36206 members 
Entering Unmasked Estep 
Score: -15636014.000000 Penalty: 13668.243164
	Iteration 5Q: 3 clusters Score -1.563601e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 36564 members 
Entering Unmasked Estep 
Score: -15636968.000000 Penalty: 13668.243164
	Iteration 6Q: 3 clusters Score -1.563697e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33261 members 
Mstep: Class 2 contains 36844 members 
Entering Unmasked Estep 
Score: -15637963.000000 Penalty: 13668.243164
	Iteration 7Q: 3 clusters Score -1.563796e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33116 members 
Mstep: Class 2 contains 36989 members 
Entering Unmasked Estep 
Score: -15638587.000000 Penalty: 13668.243164
	Iteration 8Q: 3 clusters Score -1.563859e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32990 members 
Mstep: Class 2 contains 37115 members 
Entering Unmasked Estep 
Score: -15639234.000000 Penalty: 13668.243164
	Iteration 9Q: 3 clusters Score -1.563923e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32869 members 
Mstep: Class 2 contains 37236 members 
Entering Unmasked Estep 
Score: -15639630.000000 Penalty: 13668.243164
	Iteration 10Q: 3 clusters Score -1.563963e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32756 members 
Mstep: Class 2 contains 37349 members 
Entering Unmasked Estep 
Score: -15640200.000000 Penalty: 13668.243164
	Iteration 11Q: 3 clusters Score -1.56402e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32589 members 
Mstep: Class 2 contains 37516 members 
Entering Unmasked Estep 
Score: -15640700.000000 Penalty: 13668.243164
	Iteration 12Q: 3 clusters Score -1.56407e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32310 members 
Mstep: Class 2 contains 37795 members 
Entering Unmasked Estep 
Score: -15641193.000000 Penalty: 13668.243164
	Iteration 13Q: 3 clusters Score -1.564119e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31938 members 
Mstep: Class 2 contains 38167 members 
Entering Unmasked Estep 
Score: -15641664.000000 Penalty: 13668.243164
	Iteration 14Q: 3 clusters Score -1.564166e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31582 members 
Mstep: Class 2 contains 38523 members 
Entering Unmasked Estep 
Score: -15642130.000000 Penalty: 13668.243164
	Iteration 15Q: 3 clusters Score -1.564213e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31158 members 
Mstep: Class 2 contains 38947 members 
Entering Unmasked Estep 
Score: -15642669.000000 Penalty: 13668.243164
	Iteration 16Q: 3 clusters Score -1.564267e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30625 members 
Mstep: Class 2 contains 39480 members 
Entering Unmasked Estep 
Score: -15643075.000000 Penalty: 13668.243164
	Iteration 17Q: 3 clusters Score -1.564308e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30026 members 
Mstep: Class 2 contains 40079 members 
Entering Unmasked Estep 
Score: -15643466.000000 Penalty: 13668.243164
	Iteration 18Q: 3 clusters Score -1.564347e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29295 members 
Mstep: Class 2 contains 40810 members 
Entering Unmasked Estep 
Score: -15643908.000000 Penalty: 13668.243164
	Iteration 19Q: 3 clusters Score -1.564391e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 41613 members 
Entering Unmasked Estep 
Score: -15644379.000000 Penalty: 13668.243164
	Iteration 20F: 3 clusters Score -1.564438e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27493 members 
Mstep: Class 2 contains 42612 members 
Entering Unmasked Estep 
Score: -15644808.000000 Penalty: 13668.243164
	Iteration 21Q: 3 clusters Score -1.564481e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26439 members 
Mstep: Class 2 contains 43666 members 
Entering Unmasked Estep 
Score: -15645266.000000 Penalty: 13668.243164
	Iteration 22Q: 3 clusters Score -1.564527e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 44898 members 
Entering Unmasked Estep 
Score: -15645781.000000 Penalty: 13668.243164
	Iteration 23Q: 3 clusters Score -1.564578e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 46291 members 
Entering Unmasked Estep 
Score: -15646451.000000 Penalty: 13668.243164
	Iteration 24Q: 3 clusters Score -1.564645e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 47825 members 
Entering Unmasked Estep 
Score: -15647194.000000 Penalty: 13668.243164
	Iteration 25Q: 3 clusters Score -1.564719e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 49505 members 
Entering Unmasked Estep 
Score: -15647916.000000 Penalty: 13668.243164
	Iteration 26Q: 3 clusters Score -1.564792e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 51331 members 
Entering Unmasked Estep 
Score: -15648856.000000 Penalty: 13668.243164
	Iteration 27Q: 3 clusters Score -1.564886e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 53189 members 
Entering Unmasked Estep 
Score: -15649787.000000 Penalty: 13668.243164
	Iteration 28Q: 3 clusters Score -1.564979e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 55005 members 
Entering Unmasked Estep 
Score: -15650571.000000 Penalty: 13668.243164
	Iteration 29Q: 3 clusters Score -1.565057e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 56731 members 
Entering Unmasked Estep 
Score: -15651419.000000 Penalty: 13668.243164
	Iteration 30Q: 3 clusters Score -1.565142e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 58413 members 
Entering Unmasked Estep 
Score: -15652247.000000 Penalty: 13668.243164
	Iteration 31Q: 3 clusters Score -1.565225e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 59966 members 
Entering Unmasked Estep 
Score: -15652979.000000 Penalty: 13668.243164
	Iteration 32Q: 3 clusters Score -1.565298e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 61454 members 
Entering Unmasked Estep 
Score: -15653856.000000 Penalty: 13668.243164
	Iteration 33Q: 3 clusters Score -1.565386e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 62809 members 
Entering Unmasked Estep 
Score: -15654663.000000 Penalty: 13668.243164
	Iteration 34Q: 3 clusters Score -1.565466e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 63980 members 
Entering Unmasked Estep 
Score: -15655302.000000 Penalty: 13668.243164
	Iteration 35Q: 3 clusters Score -1.56553e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 64979 members 
Entering Unmasked Estep 
Score: -15655901.000000 Penalty: 13668.243164
	Iteration 36Q: 3 clusters Score -1.56559e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 65841 members 
Entering Unmasked Estep 
Score: -15656430.000000 Penalty: 13668.243164
	Iteration 37Q: 3 clusters Score -1.565643e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 66492 members 
Entering Unmasked Estep 
Score: -15656865.000000 Penalty: 13668.243164
	Iteration 38Q: 3 clusters Score -1.565686e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 66997 members 
Entering Unmasked Estep 
Score: -15657175.000000 Penalty: 13668.243164
	Iteration 39Q: 3 clusters Score -1.565718e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 67385 members 
Entering Unmasked Estep 
Score: -15657439.000000 Penalty: 13668.243164
	Iteration 40F: 3 clusters Score -1.565744e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 67673 members 
Entering Unmasked Estep 
Score: -15657631.000000 Penalty: 13668.243164
	Iteration 41Q: 3 clusters Score -1.565763e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 67905 members 
Entering Unmasked Estep 
Score: -15657756.000000 Penalty: 13668.243164
	Iteration 42Q: 3 clusters Score -1.565776e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 68090 members 
Entering Unmasked Estep 
Score: -15657878.000000 Penalty: 13668.243164
	Iteration 43Q: 3 clusters Score -1.565788e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 68226 members 
Entering Unmasked Estep 
Score: -15657953.000000 Penalty: 13668.243164
	Iteration 44Q: 3 clusters Score -1.565795e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 68334 members 
Entering Unmasked Estep 
Score: -15657985.000000 Penalty: 13668.243164
	Iteration 45Q: 3 clusters Score -1.565798e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 68415 members 
Entering Unmasked Estep 
Score: -15658052.000000 Penalty: 13668.243164
	Iteration 46Q: 3 clusters Score -1.565805e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 68490 members 
Entering Unmasked Estep 
Score: -15658095.000000 Penalty: 13668.243164
	Iteration 47Q: 3 clusters Score -1.56581e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 68550 members 
Entering Unmasked Estep 
Score: -15658109.000000 Penalty: 13668.243164
	Iteration 48Q: 3 clusters Score -1.565811e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 68600 members 
Entering Unmasked Estep 
Score: -15658140.000000 Penalty: 13668.243164
	Iteration 49Q: 3 clusters Score -1.565814e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 68644 members 
Entering Unmasked Estep 
Score: -15658164.000000 Penalty: 13668.243164
	Iteration 50Q: 3 clusters Score -1.565816e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 68679 members 
Entering Unmasked Estep 
Score: -15658206.000000 Penalty: 13668.243164
	Iteration 51Q: 3 clusters Score -1.565821e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 68703 members 
Entering Unmasked Estep 
Score: -15658230.000000 Penalty: 13668.243164
	Iteration 52Q: 3 clusters Score -1.565823e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 68740 members 
Entering Unmasked Estep 
Score: -15658244.000000 Penalty: 13668.243164
	Iteration 53Q: 3 clusters Score -1.565824e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 68770 members 
Entering Unmasked Estep 
Score: -15658239.000000 Penalty: 13668.243164
	Iteration 54Q: 3 clusters Score -1.565824e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 68790 members 
Entering Unmasked Estep 
Score: -15658252.000000 Penalty: 13668.243164
	Iteration 55Q: 3 clusters Score -1.565825e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 68816 members 
Entering Unmasked Estep 
Score: -15658279.000000 Penalty: 13668.243164
	Iteration 56Q: 3 clusters Score -1.565828e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 68836 members 
Entering Unmasked Estep 
Score: -15658306.000000 Penalty: 13668.243164
	Iteration 57Q: 3 clusters Score -1.565831e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 68852 members 
Entering Unmasked Estep 
Score: -15658311.000000 Penalty: 13668.243164
	Iteration 58Q: 3 clusters Score -1.565831e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 68858 members 
Entering Unmasked Estep 
Score: -15658300.000000 Penalty: 13668.243164
	Iteration 59Q: 3 clusters Score -1.56583e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 68869 members 
Entering Unmasked Estep 
Score: -15658316.000000 Penalty: 13668.243164
	Iteration 60F: 3 clusters Score -1.565832e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 68877 members 
Entering Unmasked Estep 
Score: -15658327.000000 Penalty: 13668.243164
	Iteration 61Q: 3 clusters Score -1.565833e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 68881 members 
Entering Unmasked Estep 
Score: -15658334.000000 Penalty: 13668.243164
	Iteration 62Q: 3 clusters Score -1.565833e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 68884 members 
Entering Unmasked Estep 
Score: -15658326.000000 Penalty: 13668.243164
	Iteration 63Q: 3 clusters Score -1.565833e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 68885 members 
Entering Unmasked Estep 
Score: -15658339.000000 Penalty: 13668.243164
	Iteration 64Q: 3 clusters Score -1.565834e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 68886 members 
Entering Unmasked Estep 
Score: -15658338.000000 Penalty: 13668.243164
	Iteration 65Q: 3 clusters Score -1.565834e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 68887 members 
Entering Unmasked Estep 
Score: -15658341.000000 Penalty: 13668.243164
	Iteration 66Q: 3 clusters Score -1.565834e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 68888 members 
Entering Unmasked Estep 
Score: -15658344.000000 Penalty: 13668.243164
	Iteration 67Q: 3 clusters Score -1.565834e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 68888 members 
Entering Unmasked Estep 
Score: -15658344.000000 Penalty: 13668.243164
	Iteration 68F: 3 clusters Score -1.565834e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Entering Unmasked Estep 
Score: -400278.312500 Penalty: 4587.949219
	Iteration 0F: 2 clusters Score -400278.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -395433.843750 Penalty: 9175.898438
	Iteration 0F: 3 clusters Score -395433.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -395908.937500 Penalty: 9175.898438
	Iteration 1F: 3 clusters Score -395908.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -396060.156250 Penalty: 9175.898438
	Iteration 2Q: 3 clusters Score -396060.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -396142.156250 Penalty: 9175.898438
	Iteration 3Q: 3 clusters Score -396142.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -396176.343750 Penalty: 9175.898438
	Iteration 4Q: 3 clusters Score -396176.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -396198.031250 Penalty: 9175.898438
	Iteration 5Q: 3 clusters Score -396198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -396206.406250 Penalty: 9175.898438
	Iteration 6Q: 3 clusters Score -396206.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -396215.281250 Penalty: 9175.898438
	Iteration 7Q: 3 clusters Score -396215.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -396226.468750 Penalty: 9175.898438
	Iteration 8Q: 3 clusters Score -396226.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -396231.031250 Penalty: 9175.898438
	Iteration 9Q: 3 clusters Score -396231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -396236.718750 Penalty: 9175.898438
	Iteration 10Q: 3 clusters Score -396236.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -396241.875000 Penalty: 9175.898438
	Iteration 11Q: 3 clusters Score -396241.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -396246.937500 Penalty: 9175.898438
	Iteration 12Q: 3 clusters Score -396246.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -396247.062500 Penalty: 9175.898438
	Iteration 13Q: 3 clusters Score -396247.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -396247.062500 Penalty: 9175.898438
	Iteration 14F: 3 clusters Score -396247.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Entering Unmasked Estep 
Score: -218323.687500 Penalty: 4303.142090
	Iteration 0F: 2 clusters Score -218323.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -214362.953125 Penalty: 8606.284180
	Iteration 0F: 3 clusters Score -214363 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -214937.203125 Penalty: 8606.284180
	Iteration 1F: 3 clusters Score -214937.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -215143.031250 Penalty: 8606.284180
	Iteration 2F: 3 clusters Score -215143 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -215317.031250 Penalty: 8606.284180
	Iteration 3Q: 3 clusters Score -215317 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -215434.500000 Penalty: 8606.284180
	Iteration 4Q: 3 clusters Score -215434.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -215495.093750 Penalty: 8606.284180
	Iteration 5Q: 3 clusters Score -215495.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -215548.171875 Penalty: 8606.284180
	Iteration 6Q: 3 clusters Score -215548.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -215617.843750 Penalty: 8606.284180
	Iteration 7Q: 3 clusters Score -215617.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -215658.515625 Penalty: 8606.284180
	Iteration 8Q: 3 clusters Score -215658.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -215738.328125 Penalty: 8606.284180
	Iteration 9Q: 3 clusters Score -215738.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -215780.093750 Penalty: 8606.284180
	Iteration 10Q: 3 clusters Score -215780.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -215845.015625 Penalty: 8606.284180
	Iteration 11Q: 3 clusters Score -215845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -215862.468750 Penalty: 8606.284180
	Iteration 12Q: 3 clusters Score -215862.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -215884.375000 Penalty: 8606.284180
	Iteration 13Q: 3 clusters Score -215884.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -215913.765625 Penalty: 8606.284180
	Iteration 14Q: 3 clusters Score -215913.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -215919.140625 Penalty: 8606.284180
	Iteration 15Q: 3 clusters Score -215919.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -215921.625000 Penalty: 8606.284180
	Iteration 16Q: 3 clusters Score -215921.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -215923.812500 Penalty: 8606.284180
	Iteration 17Q: 3 clusters Score -215923.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -215923.812500 Penalty: 8606.284180
	Iteration 18F: 3 clusters Score -215923.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Entering Unmasked Estep 
Score: -70747.484375 Penalty: 3671.301270
	Iteration 0F: 2 clusters Score -70747.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -67812.945312 Penalty: 7342.602539
	Iteration 0F: 3 clusters Score -67812.95 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -68131.664062 Penalty: 7342.602539
	Iteration 1F: 3 clusters Score -68131.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -68291.070312 Penalty: 7342.602539
	Iteration 2Q: 3 clusters Score -68291.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -68341.625000 Penalty: 7342.602539
	Iteration 3Q: 3 clusters Score -68341.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -68373.226562 Penalty: 7342.602539
	Iteration 4Q: 3 clusters Score -68373.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -68412.976562 Penalty: 7342.602539
	Iteration 5Q: 3 clusters Score -68412.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -68469.960938 Penalty: 7342.602539
	Iteration 6Q: 3 clusters Score -68469.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -68537.968750 Penalty: 7342.602539
	Iteration 7Q: 3 clusters Score -68537.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -68610.257812 Penalty: 7342.602539
	Iteration 8Q: 3 clusters Score -68610.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -68734.015625 Penalty: 7342.602539
	Iteration 9Q: 3 clusters Score -68734.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -68782.015625 Penalty: 7342.602539
	Iteration 10Q: 3 clusters Score -68782.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -68794.695312 Penalty: 7342.602539
	Iteration 11Q: 3 clusters Score -68794.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -68795.867188 Penalty: 7342.602539
	Iteration 12F: 3 clusters Score -68795.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -68828.117188 Penalty: 7342.602539
	Iteration 13Q: 3 clusters Score -68828.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -68882.273438 Penalty: 7342.602539
	Iteration 14Q: 3 clusters Score -68882.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -69027.140625 Penalty: 7342.602539
	Iteration 15Q: 3 clusters Score -69027.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -69036.757812 Penalty: 7342.602539
	Iteration 16Q: 3 clusters Score -69036.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -69036.757812 Penalty: 7342.602539
	Iteration 17F: 3 clusters Score -69036.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 33940 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 19580 members 
Mstep: Class 5 contains 146698 members 
Mstep: Class 6 contains 9777 members 
Mstep: Class 7 contains 12873 members 
Mstep: Class 9 contains 10592 members 
Mstep: Class 10 contains 52053 members 
Mstep: Class 11 contains 73460 members 
Mstep: Class 12 contains 8795 members 
Mstep: Class 13 contains 28142 members 
Mstep: Class 14 contains 14802 members 
Mstep: Class 15 contains 40158 members 
Mstep: Class 16 contains 5792 members 
Mstep: Class 17 contains 35568 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 44603 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 63585 members 
Mstep: Class 23 contains 13608 members 
Mstep: Class 24 contains 70105 members 
Mstep: Class 25 contains 1791 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157298512.000000 Penalty: 214727.484375
Iteration 79Q: 27 clusters Score -1.572985e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 33940 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 19580 members 
Mstep: Class 5 contains 146690 members 
Mstep: Class 6 contains 9777 members 
Mstep: Class 7 contains 12873 members 
Mstep: Class 9 contains 10591 members 
Mstep: Class 10 contains 52054 members 
Mstep: Class 11 contains 73460 members 
Mstep: Class 12 contains 8797 members 
Mstep: Class 13 contains 28142 members 
Mstep: Class 14 contains 14802 members 
Mstep: Class 15 contains 40158 members 
Mstep: Class 16 contains 5792 members 
Mstep: Class 17 contains 35567 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 44615 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 63585 members 
Mstep: Class 23 contains 13603 members 
Mstep: Class 24 contains 70105 members 
Mstep: Class 25 contains 1791 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157298784.000000 Penalty: 214727.484375
Iteration 80F: 27 clusters Score -1.572988e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 33940 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 19580 members 
Mstep: Class 5 contains 146689 members 
Mstep: Class 6 contains 9777 members 
Mstep: Class 7 contains 12872 members 
Mstep: Class 9 contains 10592 members 
Mstep: Class 10 contains 52054 members 
Mstep: Class 11 contains 73459 members 
Mstep: Class 12 contains 8797 members 
Mstep: Class 13 contains 28142 members 
Mstep: Class 14 contains 14802 members 
Mstep: Class 15 contains 40157 members 
Mstep: Class 16 contains 5792 members 
Mstep: Class 17 contains 35566 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 44622 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 63585 members 
Mstep: Class 23 contains 13601 members 
Mstep: Class 24 contains 70105 members 
Mstep: Class 25 contains 1791 members 
Mstep: Class 26 contains 1127 members 
Mstep: Class 27 contains 405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157299168.000000 Penalty: 214727.484375
Iteration 81Q: 27 clusters Score -1.572992e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 33939 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 19580 members 
Mstep: Class 5 contains 146687 members 
Mstep: Class 6 contains 9777 members 
Mstep: Class 7 contains 12871 members 
Mstep: Class 9 contains 10593 members 
Mstep: Class 10 contains 52055 members 
Mstep: Class 11 contains 73458 members 
Mstep: Class 12 contains 8797 members 
Mstep: Class 13 contains 28142 members 
Mstep: Class 14 contains 14802 members 
Mstep: Class 15 contains 40156 members 
Mstep: Class 16 contains 5796 members 
Mstep: Class 17 contains 35567 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 44626 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 63585 members 
Mstep: Class 23 contains 13601 members 
Mstep: Class 24 contains 70105 members 
Mstep: Class 25 contains 1791 members 
Mstep: Class 26 contains 1129 members 
Mstep: Class 27 contains 400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157299120.000000 Penalty: 214727.484375
Iteration 82Q: 27 clusters Score -1.572991e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 33939 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 19580 members 
Mstep: Class 5 contains 146682 members 
Mstep: Class 6 contains 9777 members 
Mstep: Class 7 contains 12871 members 
Mstep: Class 9 contains 10593 members 
Mstep: Class 10 contains 52055 members 
Mstep: Class 11 contains 73458 members 
Mstep: Class 12 contains 8797 members 
Mstep: Class 13 contains 28142 members 
Mstep: Class 14 contains 14802 members 
Mstep: Class 15 contains 40156 members 
Mstep: Class 16 contains 5801 members 
Mstep: Class 17 contains 35568 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 44630 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 63585 members 
Mstep: Class 23 contains 13600 members 
Mstep: Class 24 contains 70105 members 
Mstep: Class 25 contains 1791 members 
Mstep: Class 26 contains 1132 members 
Mstep: Class 27 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157299120.000000 Penalty: 214727.484375
Iteration 83Q: 27 clusters Score -1.572991e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 33939 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 19580 members 
Mstep: Class 5 contains 146676 members 
Mstep: Class 6 contains 9777 members 
Mstep: Class 7 contains 12871 members 
Mstep: Class 9 contains 10593 members 
Mstep: Class 10 contains 52055 members 
Mstep: Class 11 contains 73458 members 
Mstep: Class 12 contains 8797 members 
Mstep: Class 13 contains 28142 members 
Mstep: Class 14 contains 14802 members 
Mstep: Class 15 contains 40156 members 
Mstep: Class 16 contains 5806 members 
Mstep: Class 17 contains 35568 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 44635 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 63585 members 
Mstep: Class 23 contains 13599 members 
Mstep: Class 24 contains 70105 members 
Mstep: Class 25 contains 1790 members 
Mstep: Class 26 contains 1133 members 
Mstep: Class 27 contains 389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157299072.000000 Penalty: 214727.484375
Iteration 84Q: 27 clusters Score -1.572991e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 33939 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 19580 members 
Mstep: Class 5 contains 146672 members 
Mstep: Class 6 contains 9777 members 
Mstep: Class 7 contains 12871 members 
Mstep: Class 9 contains 10593 members 
Mstep: Class 10 contains 52055 members 
Mstep: Class 11 contains 73458 members 
Mstep: Class 12 contains 8797 members 
Mstep: Class 13 contains 28142 members 
Mstep: Class 14 contains 14802 members 
Mstep: Class 15 contains 40156 members 
Mstep: Class 16 contains 5807 members 
Mstep: Class 17 contains 35568 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 44635 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 63586 members 
Mstep: Class 23 contains 13599 members 
Mstep: Class 24 contains 70105 members 
Mstep: Class 25 contains 1789 members 
Mstep: Class 26 contains 1137 members 
Mstep: Class 27 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157298992.000000 Penalty: 214727.484375
Iteration 85Q: 27 clusters Score -1.57299e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 33938 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 19580 members 
Mstep: Class 5 contains 146670 members 
Mstep: Class 6 contains 9777 members 
Mstep: Class 7 contains 12871 members 
Mstep: Class 9 contains 10593 members 
Mstep: Class 10 contains 52055 members 
Mstep: Class 11 contains 73458 members 
Mstep: Class 12 contains 8797 members 
Mstep: Class 13 contains 28142 members 
Mstep: Class 14 contains 14804 members 
Mstep: Class 15 contains 40156 members 
Mstep: Class 16 contains 5810 members 
Mstep: Class 17 contains 35568 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 44637 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 63586 members 
Mstep: Class 23 contains 13596 members 
Mstep: Class 24 contains 70105 members 
Mstep: Class 25 contains 1789 members 
Mstep: Class 26 contains 1140 members 
Mstep: Class 27 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157299040.000000 Penalty: 214727.484375
Iteration 86Q: 27 clusters Score -1.57299e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 33938 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 19581 members 
Mstep: Class 5 contains 146669 members 
Mstep: Class 6 contains 9777 members 
Mstep: Class 7 contains 12871 members 
Mstep: Class 9 contains 10593 members 
Mstep: Class 10 contains 52055 members 
Mstep: Class 11 contains 73458 members 
Mstep: Class 12 contains 8797 members 
Mstep: Class 13 contains 28142 members 
Mstep: Class 14 contains 14805 members 
Mstep: Class 15 contains 40156 members 
Mstep: Class 16 contains 5812 members 
Mstep: Class 17 contains 35568 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 44639 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 63586 members 
Mstep: Class 23 contains 13594 members 
Mstep: Class 24 contains 70105 members 
Mstep: Class 25 contains 1789 members 
Mstep: Class 26 contains 1139 members 
Mstep: Class 27 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157299040.000000 Penalty: 214727.484375
Iteration 87Q: 27 clusters Score -1.57299e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 33938 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 19581 members 
Mstep: Class 5 contains 146669 members 
Mstep: Class 6 contains 9778 members 
Mstep: Class 7 contains 12871 members 
Mstep: Class 9 contains 10594 members 
Mstep: Class 10 contains 52055 members 
Mstep: Class 11 contains 73458 members 
Mstep: Class 12 contains 8797 members 
Mstep: Class 13 contains 28142 members 
Mstep: Class 14 contains 14806 members 
Mstep: Class 15 contains 40156 members 
Mstep: Class 16 contains 5811 members 
Mstep: Class 17 contains 35568 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 44640 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 63586 members 
Mstep: Class 23 contains 13593 members 
Mstep: Class 24 contains 70105 members 
Mstep: Class 25 contains 1788 members 
Mstep: Class 26 contains 1141 members 
Mstep: Class 27 contains 376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157298960.000000 Penalty: 214727.484375
Iteration 88Q: 27 clusters Score -1.57299e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 33938 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 19581 members 
Mstep: Class 5 contains 146668 members 
Mstep: Class 6 contains 9778 members 
Mstep: Class 7 contains 12871 members 
Mstep: Class 9 contains 10594 members 
Mstep: Class 10 contains 52055 members 
Mstep: Class 11 contains 73458 members 
Mstep: Class 12 contains 8797 members 
Mstep: Class 13 contains 28142 members 
Mstep: Class 14 contains 14806 members 
Mstep: Class 15 contains 40156 members 
Mstep: Class 16 contains 5811 members 
Mstep: Class 17 contains 35568 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 44640 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 63586 members 
Mstep: Class 23 contains 13593 members 
Mstep: Class 24 contains 70105 members 
Mstep: Class 25 contains 1788 members 
Mstep: Class 26 contains 1142 members 
Mstep: Class 27 contains 375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157298976.000000 Penalty: 214727.484375
Iteration 89Q: 27 clusters Score -1.57299e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 33938 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 19581 members 
Mstep: Class 5 contains 146667 members 
Mstep: Class 6 contains 9778 members 
Mstep: Class 7 contains 12871 members 
Mstep: Class 9 contains 10594 members 
Mstep: Class 10 contains 52055 members 
Mstep: Class 11 contains 73458 members 
Mstep: Class 12 contains 8797 members 
Mstep: Class 13 contains 28142 members 
Mstep: Class 14 contains 14806 members 
Mstep: Class 15 contains 40156 members 
Mstep: Class 16 contains 5811 members 
Mstep: Class 17 contains 35568 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 44640 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 63586 members 
Mstep: Class 23 contains 13593 members 
Mstep: Class 24 contains 70105 members 
Mstep: Class 25 contains 1788 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157298992.000000 Penalty: 214727.484375
Iteration 90Q: 27 clusters Score -1.57299e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 33938 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 19581 members 
Mstep: Class 5 contains 146667 members 
Mstep: Class 6 contains 9778 members 
Mstep: Class 7 contains 12871 members 
Mstep: Class 9 contains 10594 members 
Mstep: Class 10 contains 52055 members 
Mstep: Class 11 contains 73458 members 
Mstep: Class 12 contains 8797 members 
Mstep: Class 13 contains 28142 members 
Mstep: Class 14 contains 14806 members 
Mstep: Class 15 contains 40156 members 
Mstep: Class 16 contains 5813 members 
Mstep: Class 17 contains 35568 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 44640 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 63586 members 
Mstep: Class 23 contains 13593 members 
Mstep: Class 24 contains 70105 members 
Mstep: Class 25 contains 1788 members 
Mstep: Class 26 contains 1142 members 
Mstep: Class 27 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157298960.000000 Penalty: 214727.484375
Iteration 91Q: 27 clusters Score -1.57299e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 33938 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 19581 members 
Mstep: Class 5 contains 146668 members 
Mstep: Class 6 contains 9778 members 
Mstep: Class 7 contains 12871 members 
Mstep: Class 9 contains 10594 members 
Mstep: Class 10 contains 52055 members 
Mstep: Class 11 contains 73458 members 
Mstep: Class 12 contains 8797 members 
Mstep: Class 13 contains 28142 members 
Mstep: Class 14 contains 14806 members 
Mstep: Class 15 contains 40156 members 
Mstep: Class 16 contains 5813 members 
Mstep: Class 17 contains 35568 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 44640 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 63586 members 
Mstep: Class 23 contains 13592 members 
Mstep: Class 24 contains 70105 members 
Mstep: Class 25 contains 1788 members 
Mstep: Class 26 contains 1142 members 
Mstep: Class 27 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157298944.000000 Penalty: 214727.484375
Iteration 92Q: 27 clusters Score -1.572989e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 33938 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 19581 members 
Mstep: Class 5 contains 146669 members 
Mstep: Class 6 contains 9778 members 
Mstep: Class 7 contains 12871 members 
Mstep: Class 9 contains 10594 members 
Mstep: Class 10 contains 52055 members 
Mstep: Class 11 contains 73458 members 
Mstep: Class 12 contains 8797 members 
Mstep: Class 13 contains 28142 members 
Mstep: Class 14 contains 14806 members 
Mstep: Class 15 contains 40156 members 
Mstep: Class 16 contains 5812 members 
Mstep: Class 17 contains 35568 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 44640 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 63586 members 
Mstep: Class 23 contains 13591 members 
Mstep: Class 24 contains 70105 members 
Mstep: Class 25 contains 1788 members 
Mstep: Class 26 contains 1144 members 
Mstep: Class 27 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157298976.000000 Penalty: 214727.484375
Iteration 93Q: 27 clusters Score -1.57299e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 33938 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 19581 members 
Mstep: Class 5 contains 146669 members 
Mstep: Class 6 contains 9778 members 
Mstep: Class 7 contains 12871 members 
Mstep: Class 9 contains 10594 members 
Mstep: Class 10 contains 52055 members 
Mstep: Class 11 contains 73458 members 
Mstep: Class 12 contains 8796 members 
Mstep: Class 13 contains 28142 members 
Mstep: Class 14 contains 14806 members 
Mstep: Class 15 contains 40156 members 
Mstep: Class 16 contains 5813 members 
Mstep: Class 17 contains 35568 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 44641 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 63586 members 
Mstep: Class 23 contains 13591 members 
Mstep: Class 24 contains 70105 members 
Mstep: Class 25 contains 1788 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157298928.000000 Penalty: 214727.484375
Iteration 94Q: 27 clusters Score -1.572989e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 33938 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 19581 members 
Mstep: Class 5 contains 146669 members 
Mstep: Class 6 contains 9778 members 
Mstep: Class 7 contains 12871 members 
Mstep: Class 9 contains 10594 members 
Mstep: Class 10 contains 52055 members 
Mstep: Class 11 contains 73458 members 
Mstep: Class 12 contains 8796 members 
Mstep: Class 13 contains 28142 members 
Mstep: Class 14 contains 14806 members 
Mstep: Class 15 contains 40156 members 
Mstep: Class 16 contains 5813 members 
Mstep: Class 17 contains 35568 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 44641 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 63586 members 
Mstep: Class 23 contains 13591 members 
Mstep: Class 24 contains 70105 members 
Mstep: Class 25 contains 1788 members 
Mstep: Class 26 contains 1144 members 
Mstep: Class 27 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157298928.000000 Penalty: 214727.484375
Iteration 95Q: 27 clusters Score -1.572989e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 33938 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 19581 members 
Mstep: Class 5 contains 146669 members 
Mstep: Class 6 contains 9778 members 
Mstep: Class 7 contains 12871 members 
Mstep: Class 9 contains 10594 members 
Mstep: Class 10 contains 52055 members 
Mstep: Class 11 contains 73458 members 
Mstep: Class 12 contains 8796 members 
Mstep: Class 13 contains 28142 members 
Mstep: Class 14 contains 14806 members 
Mstep: Class 15 contains 40156 members 
Mstep: Class 16 contains 5813 members 
Mstep: Class 17 contains 35568 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 44641 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 63586 members 
Mstep: Class 23 contains 13591 members 
Mstep: Class 24 contains 70105 members 
Mstep: Class 25 contains 1788 members 
Mstep: Class 26 contains 1144 members 
Mstep: Class 27 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157299008.000000 Penalty: 214727.484375
Iteration 96F: 27 clusters Score -1.57299e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 33938 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 19581 members 
Mstep: Class 5 contains 146669 members 
Mstep: Class 6 contains 9778 members 
Mstep: Class 7 contains 12871 members 
Mstep: Class 9 contains 10594 members 
Mstep: Class 10 contains 52055 members 
Mstep: Class 11 contains 73458 members 
Mstep: Class 12 contains 8796 members 
Mstep: Class 13 contains 28142 members 
Mstep: Class 14 contains 14806 members 
Mstep: Class 15 contains 40156 members 
Mstep: Class 16 contains 5813 members 
Mstep: Class 17 contains 35568 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 44641 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 63586 members 
Mstep: Class 23 contains 13591 members 
Mstep: Class 24 contains 70105 members 
Mstep: Class 25 contains 1788 members 
Mstep: Class 26 contains 1149 members 
Mstep: Class 27 contains 369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157299264.000000 Penalty: 214727.484375
Iteration 97Q: 27 clusters Score -1.572993e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 33938 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 19581 members 
Mstep: Class 5 contains 146669 members 
Mstep: Class 6 contains 9778 members 
Mstep: Class 7 contains 12871 members 
Mstep: Class 9 contains 10594 members 
Mstep: Class 10 contains 52055 members 
Mstep: Class 11 contains 73458 members 
Mstep: Class 12 contains 8796 members 
Mstep: Class 13 contains 28142 members 
Mstep: Class 14 contains 14806 members 
Mstep: Class 15 contains 40156 members 
Mstep: Class 16 contains 5819 members 
Mstep: Class 17 contains 35568 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 44641 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 63586 members 
Mstep: Class 23 contains 13590 members 
Mstep: Class 24 contains 70105 members 
Mstep: Class 25 contains 1788 members 
Mstep: Class 26 contains 1151 members 
Mstep: Class 27 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157299296.000000 Penalty: 214727.484375
Iteration 98Q: 27 clusters Score -1.572993e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 25330 members 
Mstep: Class 2 contains 33938 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 19581 members 
Mstep: Class 5 contains 146667 members 
Mstep: Class 6 contains 9778 members 
Mstep: Class 7 contains 12871 members 
Mstep: Class 9 contains 10594 members 
Mstep: Class 10 contains 52055 members 
Mstep: Class 11 contains 73458 members 
Mstep: Class 12 contains 8796 members 
Mstep: Class 13 contains 28142 members 
Mstep: Class 14 contains 14806 members 
Mstep: Class 15 contains 40156 members 
Mstep: Class 16 contains 5824 members 
Mstep: Class 17 contains 35568 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 44641 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 63586 members 
Mstep: Class 23 contains 13591 members 
Mstep: Class 24 contains 70105 members 
Mstep: Class 25 contains 1788 members 
Mstep: Class 26 contains 1149 members 
Mstep: Class 27 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157299296.000000 Penalty: 214727.484375
Iteration 99Q: 27 clusters Score -1.572993e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 33938 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 19581 members 
Mstep: Class 5 contains 146667 members 
Mstep: Class 6 contains 9778 members 
Mstep: Class 7 contains 12871 members 
Mstep: Class 9 contains 10594 members 
Mstep: Class 10 contains 52055 members 
Mstep: Class 11 contains 73458 members 
Mstep: Class 12 contains 8796 members 
Mstep: Class 13 contains 28142 members 
Mstep: Class 14 contains 14806 members 
Mstep: Class 15 contains 40156 members 
Mstep: Class 16 contains 5830 members 
Mstep: Class 17 contains 35568 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 44641 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 63586 members 
Mstep: Class 23 contains 13591 members 
Mstep: Class 24 contains 70105 members 
Mstep: Class 25 contains 1788 members 
Mstep: Class 26 contains 1144 members 
Mstep: Class 27 contains 355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157299312.000000 Penalty: 214727.484375
Iteration 100F: 27 clusters Score -1.572993e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 33938 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 19581 members 
Mstep: Class 5 contains 146668 members 
Mstep: Class 6 contains 9779 members 
Mstep: Class 7 contains 12871 members 
Mstep: Class 9 contains 10594 members 
Mstep: Class 10 contains 52055 members 
Mstep: Class 11 contains 73458 members 
Mstep: Class 12 contains 8796 members 
Mstep: Class 13 contains 28142 members 
Mstep: Class 14 contains 14806 members 
Mstep: Class 15 contains 40156 members 
Mstep: Class 16 contains 5833 members 
Mstep: Class 17 contains 35568 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 44641 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 63586 members 
Mstep: Class 23 contains 13591 members 
Mstep: Class 24 contains 70105 members 
Mstep: Class 25 contains 1788 members 
Mstep: Class 26 contains 1139 members 
Mstep: Class 27 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157299376.000000 Penalty: 214727.484375
Iteration 101Q: 27 clusters Score -1.572994e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 33938 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 19581 members 
Mstep: Class 5 contains 146670 members 
Mstep: Class 6 contains 9779 members 
Mstep: Class 7 contains 12871 members 
Mstep: Class 9 contains 10595 members 
Mstep: Class 10 contains 52055 members 
Mstep: Class 11 contains 73458 members 
Mstep: Class 12 contains 8796 members 
Mstep: Class 13 contains 28142 members 
Mstep: Class 14 contains 14806 members 
Mstep: Class 15 contains 40156 members 
Mstep: Class 16 contains 5831 members 
Mstep: Class 17 contains 35568 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 44641 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 63586 members 
Mstep: Class 23 contains 13591 members 
Mstep: Class 24 contains 70105 members 
Mstep: Class 25 contains 1788 members 
Mstep: Class 26 contains 1139 members 
Mstep: Class 27 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157299392.000000 Penalty: 214727.484375
Iteration 102Q: 27 clusters Score -1.572994e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 33938 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 19581 members 
Mstep: Class 5 contains 146670 members 
Mstep: Class 6 contains 9779 members 
Mstep: Class 7 contains 12871 members 
Mstep: Class 9 contains 10596 members 
Mstep: Class 10 contains 52055 members 
Mstep: Class 11 contains 73458 members 
Mstep: Class 12 contains 8796 members 
Mstep: Class 13 contains 28142 members 
Mstep: Class 14 contains 14806 members 
Mstep: Class 15 contains 40156 members 
Mstep: Class 16 contains 5832 members 
Mstep: Class 17 contains 35568 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 44642 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 63586 members 
Mstep: Class 23 contains 13591 members 
Mstep: Class 24 contains 70105 members 
Mstep: Class 25 contains 1788 members 
Mstep: Class 26 contains 1137 members 
Mstep: Class 27 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157299376.000000 Penalty: 214727.484375
Iteration 103Q: 27 clusters Score -1.572994e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 25334 members 
Mstep: Class 2 contains 33939 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 19581 members 
Mstep: Class 5 contains 146669 members 
Mstep: Class 6 contains 9779 members 
Mstep: Class 7 contains 12871 members 
Mstep: Class 9 contains 10597 members 
Mstep: Class 10 contains 52055 members 
Mstep: Class 11 contains 73458 members 
Mstep: Class 12 contains 8796 members 
Mstep: Class 13 contains 28142 members 
Mstep: Class 14 contains 14806 members 
Mstep: Class 15 contains 40156 members 
Mstep: Class 16 contains 5834 members 
Mstep: Class 17 contains 35568 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 44641 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 63586 members 
Mstep: Class 23 contains 13591 members 
Mstep: Class 24 contains 70105 members 
Mstep: Class 25 contains 1788 members 
Mstep: Class 26 contains 1134 members 
Mstep: Class 27 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157299360.000000 Penalty: 214727.484375
Iteration 104Q: 27 clusters Score -1.572994e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 25334 members 
Mstep: Class 2 contains 33940 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 19581 members 
Mstep: Class 5 contains 146668 members 
Mstep: Class 6 contains 9779 members 
Mstep: Class 7 contains 12871 members 
Mstep: Class 9 contains 10597 members 
Mstep: Class 10 contains 52055 members 
Mstep: Class 11 contains 73458 members 
Mstep: Class 12 contains 8796 members 
Mstep: Class 13 contains 28142 members 
Mstep: Class 14 contains 14805 members 
Mstep: Class 15 contains 40156 members 
Mstep: Class 16 contains 5838 members 
Mstep: Class 17 contains 35568 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 44642 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 63586 members 
Mstep: Class 23 contains 13591 members 
Mstep: Class 24 contains 70105 members 
Mstep: Class 25 contains 1788 members 
Mstep: Class 26 contains 1130 members 
Mstep: Class 27 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157299376.000000 Penalty: 214727.484375
Iteration 105Q: 27 clusters Score -1.572994e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 25334 members 
Mstep: Class 2 contains 33940 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 19581 members 
Mstep: Class 5 contains 146670 members 
Mstep: Class 6 contains 9779 members 
Mstep: Class 7 contains 12871 members 
Mstep: Class 9 contains 10597 members 
Mstep: Class 10 contains 52055 members 
Mstep: Class 11 contains 73458 members 
Mstep: Class 12 contains 8796 members 
Mstep: Class 13 contains 28142 members 
Mstep: Class 14 contains 14805 members 
Mstep: Class 15 contains 40155 members 
Mstep: Class 16 contains 5836 members 
Mstep: Class 17 contains 35568 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 44644 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 63586 members 
Mstep: Class 23 contains 13591 members 
Mstep: Class 24 contains 70105 members 
Mstep: Class 25 contains 1788 members 
Mstep: Class 26 contains 1129 members 
Mstep: Class 27 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157299408.000000 Penalty: 214727.484375
Iteration 106Q: 27 clusters Score -1.572994e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 33940 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 19581 members 
Mstep: Class 5 contains 146671 members 
Mstep: Class 6 contains 9778 members 
Mstep: Class 7 contains 12871 members 
Mstep: Class 9 contains 10597 members 
Mstep: Class 10 contains 52055 members 
Mstep: Class 11 contains 73458 members 
Mstep: Class 12 contains 8796 members 
Mstep: Class 13 contains 28142 members 
Mstep: Class 14 contains 14805 members 
Mstep: Class 15 contains 40154 members 
Mstep: Class 16 contains 5835 members 
Mstep: Class 17 contains 35568 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 44645 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 63586 members 
Mstep: Class 23 contains 13592 members 
Mstep: Class 24 contains 70106 members 
Mstep: Class 25 contains 1788 members 
Mstep: Class 26 contains 1129 members 
Mstep: Class 27 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157299392.000000 Penalty: 214727.484375
Iteration 107Q: 27 clusters Score -1.572994e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 33940 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 19581 members 
Mstep: Class 5 contains 146670 members 
Mstep: Class 6 contains 9778 members 
Mstep: Class 7 contains 12871 members 
Mstep: Class 9 contains 10598 members 
Mstep: Class 10 contains 52055 members 
Mstep: Class 11 contains 73458 members 
Mstep: Class 12 contains 8796 members 
Mstep: Class 13 contains 28142 members 
Mstep: Class 14 contains 14805 members 
Mstep: Class 15 contains 40154 members 
Mstep: Class 16 contains 5838 members 
Mstep: Class 17 contains 35568 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 44644 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 63586 members 
Mstep: Class 23 contains 13592 members 
Mstep: Class 24 contains 70106 members 
Mstep: Class 25 contains 1788 members 
Mstep: Class 26 contains 1127 members 
Mstep: Class 27 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157299376.000000 Penalty: 214727.484375
Iteration 108Q: 27 clusters Score -1.572994e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 33940 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 19581 members 
Mstep: Class 5 contains 146669 members 
Mstep: Class 6 contains 9777 members 
Mstep: Class 7 contains 12871 members 
Mstep: Class 9 contains 10599 members 
Mstep: Class 10 contains 52055 members 
Mstep: Class 11 contains 73458 members 
Mstep: Class 12 contains 8796 members 
Mstep: Class 13 contains 28142 members 
Mstep: Class 14 contains 14805 members 
Mstep: Class 15 contains 40154 members 
Mstep: Class 16 contains 5840 members 
Mstep: Class 17 contains 35568 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 44643 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 63586 members 
Mstep: Class 23 contains 13592 members 
Mstep: Class 24 contains 70106 members 
Mstep: Class 25 contains 1788 members 
Mstep: Class 26 contains 1127 members 
Mstep: Class 27 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157299360.000000 Penalty: 214727.484375
Iteration 109Q: 27 clusters Score -1.572994e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 33939 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 19581 members 
Mstep: Class 5 contains 146666 members 
Mstep: Class 6 contains 9777 members 
Mstep: Class 7 contains 12871 members 
Mstep: Class 9 contains 10600 members 
Mstep: Class 10 contains 52055 members 
Mstep: Class 11 contains 73458 members 
Mstep: Class 12 contains 8796 members 
Mstep: Class 13 contains 28142 members 
Mstep: Class 14 contains 14806 members 
Mstep: Class 15 contains 40154 members 
Mstep: Class 16 contains 5842 members 
Mstep: Class 17 contains 35568 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 44643 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 63586 members 
Mstep: Class 23 contains 13592 members 
Mstep: Class 24 contains 70106 members 
Mstep: Class 25 contains 1788 members 
Mstep: Class 26 contains 1127 members 
Mstep: Class 27 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157299376.000000 Penalty: 214727.484375
Iteration 110Q: 27 clusters Score -1.572994e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 33939 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 19581 members 
Mstep: Class 5 contains 146666 members 
Mstep: Class 6 contains 9777 members 
Mstep: Class 7 contains 12871 members 
Mstep: Class 9 contains 10600 members 
Mstep: Class 10 contains 52055 members 
Mstep: Class 11 contains 73458 members 
Mstep: Class 12 contains 8796 members 
Mstep: Class 13 contains 28142 members 
Mstep: Class 14 contains 14806 members 
Mstep: Class 15 contains 40154 members 
Mstep: Class 16 contains 5842 members 
Mstep: Class 17 contains 35568 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 1270 members 
Mstep: Class 20 contains 44643 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 63586 members 
Mstep: Class 23 contains 13592 members 
Mstep: Class 24 contains 70106 members 
Mstep: Class 25 contains 1788 members 
Mstep: Class 26 contains 1127 members 
Mstep: Class 27 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157299376.000000 Penalty: 214727.484375
Iteration 111F: 27 clusters Score -1.572994e+08 nChanged 0
Entering ConstructFrom: 
Score: -157299376.000000 Penalty: 214727.484375
Entering ConstructFrom: 
Trying to split cluster 1 (25333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Entering Unmasked Estep 
Score: -5537924.500000 Penalty: 6210.666016
	Iteration 0F: 2 clusters Score -5537924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -5517964.000000 Penalty: 12421.332031
	Iteration 0F: 3 clusters Score -5517964 nChanged 10603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -5523600.000000 Penalty: 12421.332031
	Iteration 1F: 3 clusters Score -5523600 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -5524509.500000 Penalty: 12421.332031
	Iteration 2F: 3 clusters Score -5524510 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -5525305.000000 Penalty: 12421.332031
	Iteration 3F: 3 clusters Score -5525305 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -5526256.000000 Penalty: 12421.332031
	Iteration 4F: 3 clusters Score -5526256 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -5527115.500000 Penalty: 12421.332031
	Iteration 5F: 3 clusters Score -5527116 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -5528065.500000 Penalty: 12421.332031
	Iteration 6F: 3 clusters Score -5528066 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -5529071.500000 Penalty: 12421.332031
	Iteration 7F: 3 clusters Score -5529072 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -5530084.500000 Penalty: 12421.332031
	Iteration 8F: 3 clusters Score -5530084 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -5531026.000000 Penalty: 12421.332031
	Iteration 9F: 3 clusters Score -5531026 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -5531855.000000 Penalty: 12421.332031
	Iteration 10Q: 3 clusters Score -5531855 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -5532450.500000 Penalty: 12421.332031
	Iteration 11Q: 3 clusters Score -5532450 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -5532897.000000 Penalty: 12421.332031
	Iteration 12Q: 3 clusters Score -5532897 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -5533274.000000 Penalty: 12421.332031
	Iteration 13Q: 3 clusters Score -5533274 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -5533615.000000 Penalty: 12421.332031
	Iteration 14Q: 3 clusters Score -5533615 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -5533891.000000 Penalty: 12421.332031
	Iteration 15Q: 3 clusters Score -5533891 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -5534144.000000 Penalty: 12421.332031
	Iteration 16Q: 3 clusters Score -5534144 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -5534364.500000 Penalty: 12421.332031
	Iteration 17Q: 3 clusters Score -5534364 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -5534519.500000 Penalty: 12421.332031
	Iteration 18Q: 3 clusters Score -5534520 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -5534632.500000 Penalty: 12421.332031
	Iteration 19Q: 3 clusters Score -5534632 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -5534730.000000 Penalty: 12421.332031
	Iteration 20F: 3 clusters Score -5534730 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -5534782.500000 Penalty: 12421.332031
	Iteration 21Q: 3 clusters Score -5534782 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -5534838.000000 Penalty: 12421.332031
	Iteration 22Q: 3 clusters Score -5534838 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -5534874.500000 Penalty: 12421.332031
	Iteration 23Q: 3 clusters Score -5534874 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -5534889.000000 Penalty: 12421.332031
	Iteration 24Q: 3 clusters Score -5534889 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -5534915.000000 Penalty: 12421.332031
	Iteration 25Q: 3 clusters Score -5534915 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -5534942.500000 Penalty: 12421.332031
	Iteration 26Q: 3 clusters Score -5534942 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -5534983.000000 Penalty: 12421.332031
	Iteration 27Q: 3 clusters Score -5534983 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -5534997.500000 Penalty: 12421.332031
	Iteration 28Q: 3 clusters Score -5534998 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -5535010.000000 Penalty: 12421.332031
	Iteration 29Q: 3 clusters Score -5535010 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -5535010.000000 Penalty: 12421.332031
	Iteration 30Q: 3 clusters Score -5535010 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -5535032.000000 Penalty: 12421.332031
	Iteration 31Q: 3 clusters Score -5535032 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -5535035.000000 Penalty: 12421.332031
	Iteration 32Q: 3 clusters Score -5535035 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -5535039.000000 Penalty: 12421.332031
	Iteration 33Q: 3 clusters Score -5535039 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -5535038.500000 Penalty: 12421.332031
	Iteration 34Q: 3 clusters Score -5535038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -5535055.000000 Penalty: 12421.332031
	Iteration 35Q: 3 clusters Score -5535055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -5535055.000000 Penalty: 12421.332031
	Iteration 36Q: 3 clusters Score -5535055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -5535058.000000 Penalty: 12421.332031
	Iteration 37Q: 3 clusters Score -5535058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -5535058.000000 Penalty: 12421.332031
	Iteration 38Q: 3 clusters Score -5535058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -5535069.000000 Penalty: 12421.332031
	Iteration 39Q: 3 clusters Score -5535069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -5535084.500000 Penalty: 12421.332031
	Iteration 40F: 3 clusters Score -5535084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -5535083.500000 Penalty: 12421.332031
	Iteration 41Q: 3 clusters Score -5535084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -5535079.000000 Penalty: 12421.332031
	Iteration 42Q: 3 clusters Score -5535079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -5535087.500000 Penalty: 12421.332031
	Iteration 43Q: 3 clusters Score -5535088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -5535087.500000 Penalty: 12421.332031
	Iteration 44F: 3 clusters Score -5535088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (33939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33939 members 
Entering Unmasked Estep 
Score: -7547930.500000 Penalty: 6389.795898
	Iteration 0F: 2 clusters Score -7547930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -7522564.500000 Penalty: 12779.591797
	Iteration 0F: 3 clusters Score -7522564 nChanged 14409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -7530338.000000 Penalty: 12779.591797
	Iteration 1F: 3 clusters Score -7530338 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -7531265.000000 Penalty: 12779.591797
	Iteration 2F: 3 clusters Score -7531265 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -7531930.000000 Penalty: 12779.591797
	Iteration 3Q: 3 clusters Score -7531930 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -7532576.500000 Penalty: 12779.591797
	Iteration 4Q: 3 clusters Score -7532576 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -7533182.500000 Penalty: 12779.591797
	Iteration 5Q: 3 clusters Score -7533182 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -7533728.500000 Penalty: 12779.591797
	Iteration 6Q: 3 clusters Score -7533728 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -7534286.500000 Penalty: 12779.591797
	Iteration 7Q: 3 clusters Score -7534286 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -7534779.500000 Penalty: 12779.591797
	Iteration 8Q: 3 clusters Score -7534780 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -7535272.500000 Penalty: 12779.591797
	Iteration 9Q: 3 clusters Score -7535272 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -7535772.000000 Penalty: 12779.591797
	Iteration 10Q: 3 clusters Score -7535772 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -7536291.500000 Penalty: 12779.591797
	Iteration 11Q: 3 clusters Score -7536292 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -7536860.000000 Penalty: 12779.591797
	Iteration 12Q: 3 clusters Score -7536860 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -7537363.000000 Penalty: 12779.591797
	Iteration 13Q: 3 clusters Score -7537363 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -7537779.500000 Penalty: 12779.591797
	Iteration 14Q: 3 clusters Score -7537780 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -7538277.000000 Penalty: 12779.591797
	Iteration 15Q: 3 clusters Score -7538277 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -7538669.000000 Penalty: 12779.591797
	Iteration 16Q: 3 clusters Score -7538669 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -7538973.000000 Penalty: 12779.591797
	Iteration 17Q: 3 clusters Score -7538973 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -7539190.000000 Penalty: 12779.591797
	Iteration 18Q: 3 clusters Score -7539190 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -7539361.500000 Penalty: 12779.591797
	Iteration 19Q: 3 clusters Score -7539362 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -7539473.500000 Penalty: 12779.591797
	Iteration 20F: 3 clusters Score -7539474 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -7539557.000000 Penalty: 12779.591797
	Iteration 21Q: 3 clusters Score -7539557 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -7539657.500000 Penalty: 12779.591797
	Iteration 22Q: 3 clusters Score -7539658 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -7539757.500000 Penalty: 12779.591797
	Iteration 23Q: 3 clusters Score -7539758 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -7539857.000000 Penalty: 12779.591797
	Iteration 24Q: 3 clusters Score -7539857 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -7539942.500000 Penalty: 12779.591797
	Iteration 25Q: 3 clusters Score -7539942 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -7540060.500000 Penalty: 12779.591797
	Iteration 26Q: 3 clusters Score -7540060 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -7540132.000000 Penalty: 12779.591797
	Iteration 27Q: 3 clusters Score -7540132 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -7540255.500000 Penalty: 12779.591797
	Iteration 28Q: 3 clusters Score -7540256 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -7540368.500000 Penalty: 12779.591797
	Iteration 29Q: 3 clusters Score -7540368 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -7540519.000000 Penalty: 12779.591797
	Iteration 30Q: 3 clusters Score -7540519 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -7540705.500000 Penalty: 12779.591797
	Iteration 31Q: 3 clusters Score -7540706 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -7540866.500000 Penalty: 12779.591797
	Iteration 32Q: 3 clusters Score -7540866 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -7541046.500000 Penalty: 12779.591797
	Iteration 33Q: 3 clusters Score -7541046 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -7541256.500000 Penalty: 12779.591797
	Iteration 34Q: 3 clusters Score -7541256 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -7541494.000000 Penalty: 12779.591797
	Iteration 35Q: 3 clusters Score -7541494 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -7541742.500000 Penalty: 12779.591797
	Iteration 36Q: 3 clusters Score -7541742 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -7541945.500000 Penalty: 12779.591797
	Iteration 37Q: 3 clusters Score -7541946 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -7542139.500000 Penalty: 12779.591797
	Iteration 38Q: 3 clusters Score -7542140 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -7542224.000000 Penalty: 12779.591797
	Iteration 39Q: 3 clusters Score -7542224 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -7542353.500000 Penalty: 12779.591797
	Iteration 40F: 3 clusters Score -7542354 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -7542419.500000 Penalty: 12779.591797
	Iteration 41Q: 3 clusters Score -7542420 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -7542517.000000 Penalty: 12779.591797
	Iteration 42Q: 3 clusters Score -7542517 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -7542563.000000 Penalty: 12779.591797
	Iteration 43Q: 3 clusters Score -7542563 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -7542624.000000 Penalty: 12779.591797
	Iteration 44Q: 3 clusters Score -7542624 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -7542676.000000 Penalty: 12779.591797
	Iteration 45Q: 3 clusters Score -7542676 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -7542674.500000 Penalty: 12779.591797
	Iteration 46Q: 3 clusters Score -7542674 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -7542711.500000 Penalty: 12779.591797
	Iteration 47Q: 3 clusters Score -7542712 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -7542741.500000 Penalty: 12779.591797
	Iteration 48Q: 3 clusters Score -7542742 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -7542787.500000 Penalty: 12779.591797
	Iteration 49Q: 3 clusters Score -7542788 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -7542797.000000 Penalty: 12779.591797
	Iteration 50Q: 3 clusters Score -7542797 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -7542857.000000 Penalty: 12779.591797
	Iteration 51Q: 3 clusters Score -7542857 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -7542922.000000 Penalty: 12779.591797
	Iteration 52Q: 3 clusters Score -7542922 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -7542926.500000 Penalty: 12779.591797
	Iteration 53Q: 3 clusters Score -7542926 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -7542976.000000 Penalty: 12779.591797
	Iteration 54Q: 3 clusters Score -7542976 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -7542995.500000 Penalty: 12779.591797
	Iteration 55Q: 3 clusters Score -7542996 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -7543040.000000 Penalty: 12779.591797
	Iteration 56Q: 3 clusters Score -7543040 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -7543045.500000 Penalty: 12779.591797
	Iteration 57Q: 3 clusters Score -7543046 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -7543076.000000 Penalty: 12779.591797
	Iteration 58Q: 3 clusters Score -7543076 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -7543092.000000 Penalty: 12779.591797
	Iteration 59Q: 3 clusters Score -7543092 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -7543103.000000 Penalty: 12779.591797
	Iteration 60F: 3 clusters Score -7543103 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -7543111.000000 Penalty: 12779.591797
	Iteration 61Q: 3 clusters Score -7543111 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -7543147.000000 Penalty: 12779.591797
	Iteration 62Q: 3 clusters Score -7543147 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -7543135.500000 Penalty: 12779.591797
	Iteration 63Q: 3 clusters Score -7543136 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -7543133.500000 Penalty: 12779.591797
	Iteration 64Q: 3 clusters Score -7543134 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -7543124.500000 Penalty: 12779.591797
	Iteration 65Q: 3 clusters Score -7543124 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -7543151.500000 Penalty: 12779.591797
	Iteration 66Q: 3 clusters Score -7543152 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -7543158.000000 Penalty: 12779.591797
	Iteration 67Q: 3 clusters Score -7543158 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -7543162.500000 Penalty: 12779.591797
	Iteration 68Q: 3 clusters Score -7543162 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -7543171.000000 Penalty: 12779.591797
	Iteration 69Q: 3 clusters Score -7543171 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -7543165.000000 Penalty: 12779.591797
	Iteration 70Q: 3 clusters Score -7543165 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -7543167.000000 Penalty: 12779.591797
	Iteration 71Q: 3 clusters Score -7543167 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -7543169.000000 Penalty: 12779.591797
	Iteration 72Q: 3 clusters Score -7543169 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -7543171.500000 Penalty: 12779.591797
	Iteration 73Q: 3 clusters Score -7543172 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -7543181.500000 Penalty: 12779.591797
	Iteration 74Q: 3 clusters Score -7543182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -7543192.000000 Penalty: 12779.591797
	Iteration 75Q: 3 clusters Score -7543192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -7543179.000000 Penalty: 12779.591797
	Iteration 76Q: 3 clusters Score -7543179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -7543187.500000 Penalty: 12779.591797
	Iteration 77Q: 3 clusters Score -7543188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -7543199.500000 Penalty: 12779.591797
	Iteration 78Q: 3 clusters Score -7543200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -7543189.000000 Penalty: 12779.591797
	Iteration 79Q: 3 clusters Score -7543189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -7543185.000000 Penalty: 12779.591797
	Iteration 80F: 3 clusters Score -7543185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -7543184.000000 Penalty: 12779.591797
	Iteration 81Q: 3 clusters Score -7543184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -7543182.500000 Penalty: 12779.591797
	Iteration 82Q: 3 clusters Score -7543182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -7543185.500000 Penalty: 12779.591797
	Iteration 83Q: 3 clusters Score -7543186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -7543185.500000 Penalty: 12779.591797
	Iteration 84F: 3 clusters Score -7543186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Entering Unmasked Estep 
Score: -247618.031250 Penalty: 4316.071289
	Iteration 0F: 2 clusters Score -247618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -243393.828125 Penalty: 8632.142578
	Iteration 0F: 3 clusters Score -243393.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -243754.750000 Penalty: 8632.142578
	Iteration 1F: 3 clusters Score -243754.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -243871.390625 Penalty: 8632.142578
	Iteration 2Q: 3 clusters Score -243871.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -243908.921875 Penalty: 8632.142578
	Iteration 3Q: 3 clusters Score -243908.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -243920.125000 Penalty: 8632.142578
	Iteration 4Q: 3 clusters Score -243920.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -243924.734375 Penalty: 8632.142578
	Iteration 5Q: 3 clusters Score -243924.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -243927.187500 Penalty: 8632.142578
	Iteration 6Q: 3 clusters Score -243927.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -243927.187500 Penalty: 8632.142578
	Iteration 7F: 3 clusters Score -243927.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Entering Unmasked Estep 
Score: -4328241.000000 Penalty: 6052.917969
	Iteration 0F: 2 clusters Score -4328241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -4312149.000000 Penalty: 12105.835938
	Iteration 0F: 3 clusters Score -4312149 nChanged 7858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -4316416.500000 Penalty: 12105.835938
	Iteration 1F: 3 clusters Score -4316416 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -4317160.000000 Penalty: 12105.835938
	Iteration 2F: 3 clusters Score -4317160 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -4317841.500000 Penalty: 12105.835938
	Iteration 3F: 3 clusters Score -4317842 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -4318566.000000 Penalty: 12105.835938
	Iteration 4F: 3 clusters Score -4318566 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -4319556.000000 Penalty: 12105.835938
	Iteration 5F: 3 clusters Score -4319556 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -4320715.500000 Penalty: 12105.835938
	Iteration 6F: 3 clusters Score -4320716 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -4321741.000000 Penalty: 12105.835938
	Iteration 7F: 3 clusters Score -4321741 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -4322633.000000 Penalty: 12105.835938
	Iteration 8F: 3 clusters Score -4322633 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -4323296.500000 Penalty: 12105.835938
	Iteration 9Q: 3 clusters Score -4323296 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -4323820.500000 Penalty: 12105.835938
	Iteration 10Q: 3 clusters Score -4323820 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -4324328.500000 Penalty: 12105.835938
	Iteration 11Q: 3 clusters Score -4324328 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -4324886.500000 Penalty: 12105.835938
	Iteration 12Q: 3 clusters Score -4324886 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -4325544.000000 Penalty: 12105.835938
	Iteration 13Q: 3 clusters Score -4325544 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -4326269.500000 Penalty: 12105.835938
	Iteration 14Q: 3 clusters Score -4326270 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -4326890.000000 Penalty: 12105.835938
	Iteration 15Q: 3 clusters Score -4326890 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -4327341.000000 Penalty: 12105.835938
	Iteration 16Q: 3 clusters Score -4327341 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -4327618.000000 Penalty: 12105.835938
	Iteration 17Q: 3 clusters Score -4327618 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -4327763.000000 Penalty: 12105.835938
	Iteration 18Q: 3 clusters Score -4327763 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -4327822.500000 Penalty: 12105.835938
	Iteration 19Q: 3 clusters Score -4327822 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -4327845.500000 Penalty: 12105.835938
	Iteration 20F: 3 clusters Score -4327846 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -4327859.000000 Penalty: 12105.835938
	Iteration 21Q: 3 clusters Score -4327859 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -4327874.500000 Penalty: 12105.835938
	Iteration 22Q: 3 clusters Score -4327874 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -4327891.000000 Penalty: 12105.835938
	Iteration 23Q: 3 clusters Score -4327891 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -4327908.000000 Penalty: 12105.835938
	Iteration 24Q: 3 clusters Score -4327908 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -4327908.000000 Penalty: 12105.835938
	Iteration 25Q: 3 clusters Score -4327908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -4327905.500000 Penalty: 12105.835938
	Iteration 26Q: 3 clusters Score -4327906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -4327904.000000 Penalty: 12105.835938
	Iteration 27Q: 3 clusters Score -4327904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -4327916.500000 Penalty: 12105.835938
	Iteration 28Q: 3 clusters Score -4327916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -4327914.000000 Penalty: 12105.835938
	Iteration 29Q: 3 clusters Score -4327914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -4327913.000000 Penalty: 12105.835938
	Iteration 30Q: 3 clusters Score -4327913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -4327915.500000 Penalty: 12105.835938
	Iteration 31Q: 3 clusters Score -4327916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -4327915.500000 Penalty: 12105.835938
	Iteration 32Q: 3 clusters Score -4327916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -4327909.000000 Penalty: 12105.835938
	Iteration 33Q: 3 clusters Score -4327909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -4327913.500000 Penalty: 12105.835938
	Iteration 34Q: 3 clusters Score -4327914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -4327912.000000 Penalty: 12105.835938
	Iteration 35Q: 3 clusters Score -4327912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -4327919.500000 Penalty: 12105.835938
	Iteration 36Q: 3 clusters Score -4327920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -4327918.000000 Penalty: 12105.835938
	Iteration 37Q: 3 clusters Score -4327918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -4327917.000000 Penalty: 12105.835938
	Iteration 38Q: 3 clusters Score -4327917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -4327917.000000 Penalty: 12105.835938
	Iteration 39F: 3 clusters Score -4327917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (146666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146666 members 
Entering Unmasked Estep 
Score: -32503646.000000 Penalty: 7286.246582
	Iteration 0F: 2 clusters Score -3.250365e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73227 members 
Mstep: Class 2 contains 73439 members 
Entering Unmasked Estep 
Score: -32404460.000000 Penalty: 14572.493164
	Iteration 0F: 3 clusters Score -3.240446e+07 nChanged 68225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71960 members 
Mstep: Class 2 contains 74706 members 
Entering Unmasked Estep 
Score: -32442206.000000 Penalty: 14572.493164
	Iteration 1F: 3 clusters Score -3.244221e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71410 members 
Mstep: Class 2 contains 75256 members 
Entering Unmasked Estep 
Score: -32443240.000000 Penalty: 14572.493164
	Iteration 2Q: 3 clusters Score -3.244324e+07 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70616 members 
Mstep: Class 2 contains 76050 members 
Entering Unmasked Estep 
Score: -32444214.000000 Penalty: 14572.493164
	Iteration 3Q: 3 clusters Score -3.244421e+07 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69385 members 
Mstep: Class 2 contains 77281 members 
Entering Unmasked Estep 
Score: -32445202.000000 Penalty: 14572.493164
	Iteration 4Q: 3 clusters Score -3.24452e+07 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67622 members 
Mstep: Class 2 contains 79044 members 
Entering Unmasked Estep 
Score: -32446294.000000 Penalty: 14572.493164
	Iteration 5Q: 3 clusters Score -3.244629e+07 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65120 members 
Mstep: Class 2 contains 81546 members 
Entering Unmasked Estep 
Score: -32447498.000000 Penalty: 14572.493164
	Iteration 6Q: 3 clusters Score -3.24475e+07 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61515 members 
Mstep: Class 2 contains 85151 members 
Entering Unmasked Estep 
Score: -32449078.000000 Penalty: 14572.493164
	Iteration 7Q: 3 clusters Score -3.244908e+07 nChanged 6096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56489 members 
Mstep: Class 2 contains 90177 members 
Entering Unmasked Estep 
Score: -32451850.000000 Penalty: 14572.493164
	Iteration 8Q: 3 clusters Score -3.245185e+07 nChanged 7585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49546 members 
Mstep: Class 2 contains 97120 members 
Entering Unmasked Estep 
Score: -32455974.000000 Penalty: 14572.493164
	Iteration 9F: 3 clusters Score -3.245597e+07 nChanged 9338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40538 members 
Mstep: Class 2 contains 106128 members 
Entering Unmasked Estep 
Score: -32462304.000000 Penalty: 14572.493164
	Iteration 10F: 3 clusters Score -3.24623e+07 nChanged 10879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29823 members 
Mstep: Class 2 contains 116843 members 
Entering Unmasked Estep 
Score: -32471332.000000 Penalty: 14572.493164
	Iteration 11F: 3 clusters Score -3.247133e+07 nChanged 10708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 127507 members 
Entering Unmasked Estep 
Score: -32480782.000000 Penalty: 14572.493164
	Iteration 12F: 3 clusters Score -3.248078e+07 nChanged 8493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 135974 members 
Entering Unmasked Estep 
Score: -32488642.000000 Penalty: 14572.493164
	Iteration 13F: 3 clusters Score -3.248864e+07 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 141068 members 
Entering Unmasked Estep 
Score: -32493228.000000 Penalty: 14572.493164
	Iteration 14Q: 3 clusters Score -3.249323e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 143620 members 
Entering Unmasked Estep 
Score: -32495538.000000 Penalty: 14572.493164
	Iteration 15Q: 3 clusters Score -3.249554e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 144756 members 
Entering Unmasked Estep 
Score: -32496452.000000 Penalty: 14572.493164
	Iteration 16Q: 3 clusters Score -3.249645e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 145193 members 
Entering Unmasked Estep 
Score: -32496772.000000 Penalty: 14572.493164
	Iteration 17Q: 3 clusters Score -3.249677e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 145419 members 
Entering Unmasked Estep 
Score: -32497032.000000 Penalty: 14572.493164
	Iteration 18Q: 3 clusters Score -3.249703e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 145559 members 
Entering Unmasked Estep 
Score: -32497152.000000 Penalty: 14572.493164
	Iteration 19Q: 3 clusters Score -3.249715e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 145642 members 
Entering Unmasked Estep 
Score: -32497266.000000 Penalty: 14572.493164
	Iteration 20F: 3 clusters Score -3.249727e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 145693 members 
Entering Unmasked Estep 
Score: -32497328.000000 Penalty: 14572.493164
	Iteration 21Q: 3 clusters Score -3.249733e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 145722 members 
Entering Unmasked Estep 
Score: -32497362.000000 Penalty: 14572.493164
	Iteration 22Q: 3 clusters Score -3.249736e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 145743 members 
Entering Unmasked Estep 
Score: -32497408.000000 Penalty: 14572.493164
	Iteration 23Q: 3 clusters Score -3.249741e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 145758 members 
Entering Unmasked Estep 
Score: -32497476.000000 Penalty: 14572.493164
	Iteration 24Q: 3 clusters Score -3.249748e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 145767 members 
Entering Unmasked Estep 
Score: -32497484.000000 Penalty: 14572.493164
	Iteration 25Q: 3 clusters Score -3.249748e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 145771 members 
Entering Unmasked Estep 
Score: -32497496.000000 Penalty: 14572.493164
	Iteration 26Q: 3 clusters Score -3.24975e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 145776 members 
Entering Unmasked Estep 
Score: -32497502.000000 Penalty: 14572.493164
	Iteration 27Q: 3 clusters Score -3.24975e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 145779 members 
Entering Unmasked Estep 
Score: -32497492.000000 Penalty: 14572.493164
	Iteration 28Q: 3 clusters Score -3.249749e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 145784 members 
Entering Unmasked Estep 
Score: -32497490.000000 Penalty: 14572.493164
	Iteration 29Q: 3 clusters Score -3.249749e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 145788 members 
Entering Unmasked Estep 
Score: -32497488.000000 Penalty: 14572.493164
	Iteration 30Q: 3 clusters Score -3.249749e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 145794 members 
Entering Unmasked Estep 
Score: -32497482.000000 Penalty: 14572.493164
	Iteration 31Q: 3 clusters Score -3.249748e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 145794 members 
Entering Unmasked Estep 
Score: -32497500.000000 Penalty: 14572.493164
	Iteration 32Q: 3 clusters Score -3.24975e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 145794 members 
Entering Unmasked Estep 
Score: -32497486.000000 Penalty: 14572.493164
	Iteration 33Q: 3 clusters Score -3.249749e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 145793 members 
Entering Unmasked Estep 
Score: -32497484.000000 Penalty: 14572.493164
	Iteration 34Q: 3 clusters Score -3.249748e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 145793 members 
Entering Unmasked Estep 
Score: -32497500.000000 Penalty: 14572.493164
	Iteration 35Q: 3 clusters Score -3.24975e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 145793 members 
Entering Unmasked Estep 
Score: -32497500.000000 Penalty: 14572.493164
	Iteration 36F: 3 clusters Score -3.24975e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Entering Unmasked Estep 
Score: -2103800.500000 Penalty: 5627.520020
	Iteration 0F: 2 clusters Score -2103800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -2093854.000000 Penalty: 11255.040039
	Iteration 0F: 3 clusters Score -2093854 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -2095961.875000 Penalty: 11255.040039
	Iteration 1F: 3 clusters Score -2095962 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -2096498.750000 Penalty: 11255.040039
	Iteration 2F: 3 clusters Score -2096499 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -2096876.375000 Penalty: 11255.040039
	Iteration 3F: 3 clusters Score -2096876 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -2097201.500000 Penalty: 11255.040039
	Iteration 4Q: 3 clusters Score -2097202 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -2097519.000000 Penalty: 11255.040039
	Iteration 5Q: 3 clusters Score -2097519 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -2097836.750000 Penalty: 11255.040039
	Iteration 6Q: 3 clusters Score -2097837 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -2098104.250000 Penalty: 11255.040039
	Iteration 7Q: 3 clusters Score -2098104 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -2098349.750000 Penalty: 11255.040039
	Iteration 8Q: 3 clusters Score -2098350 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -2098591.000000 Penalty: 11255.040039
	Iteration 9Q: 3 clusters Score -2098591 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -2098817.000000 Penalty: 11255.040039
	Iteration 10Q: 3 clusters Score -2098817 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -2098989.250000 Penalty: 11255.040039
	Iteration 11Q: 3 clusters Score -2098989 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -2099133.000000 Penalty: 11255.040039
	Iteration 12Q: 3 clusters Score -2099133 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -2099228.750000 Penalty: 11255.040039
	Iteration 13Q: 3 clusters Score -2099229 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -2099308.000000 Penalty: 11255.040039
	Iteration 14Q: 3 clusters Score -2099308 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -2099366.250000 Penalty: 11255.040039
	Iteration 15Q: 3 clusters Score -2099366 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -2099410.750000 Penalty: 11255.040039
	Iteration 16Q: 3 clusters Score -2099411 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -2099455.250000 Penalty: 11255.040039
	Iteration 17Q: 3 clusters Score -2099455 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -2099496.750000 Penalty: 11255.040039
	Iteration 18Q: 3 clusters Score -2099497 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -2099536.750000 Penalty: 11255.040039
	Iteration 19Q: 3 clusters Score -2099537 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -2099567.500000 Penalty: 11255.040039
	Iteration 20F: 3 clusters Score -2099568 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -2099590.000000 Penalty: 11255.040039
	Iteration 21Q: 3 clusters Score -2099590 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -2099605.750000 Penalty: 11255.040039
	Iteration 22Q: 3 clusters Score -2099606 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -2099628.500000 Penalty: 11255.040039
	Iteration 23Q: 3 clusters Score -2099628 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -2099642.500000 Penalty: 11255.040039
	Iteration 24Q: 3 clusters Score -2099642 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -2099659.500000 Penalty: 11255.040039
	Iteration 25Q: 3 clusters Score -2099660 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -2099667.500000 Penalty: 11255.040039
	Iteration 26Q: 3 clusters Score -2099668 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -2099688.250000 Penalty: 11255.040039
	Iteration 27Q: 3 clusters Score -2099688 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -2099697.000000 Penalty: 11255.040039
	Iteration 28Q: 3 clusters Score -2099697 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -2099721.000000 Penalty: 11255.040039
	Iteration 29Q: 3 clusters Score -2099721 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -2099737.500000 Penalty: 11255.040039
	Iteration 30Q: 3 clusters Score -2099738 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -2099762.000000 Penalty: 11255.040039
	Iteration 31Q: 3 clusters Score -2099762 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -2099787.000000 Penalty: 11255.040039
	Iteration 32Q: 3 clusters Score -2099787 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -2099816.250000 Penalty: 11255.040039
	Iteration 33Q: 3 clusters Score -2099816 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -2099840.750000 Penalty: 11255.040039
	Iteration 34Q: 3 clusters Score -2099841 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -2099868.000000 Penalty: 11255.040039
	Iteration 35Q: 3 clusters Score -2099868 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -2099886.750000 Penalty: 11255.040039
	Iteration 36Q: 3 clusters Score -2099887 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -2099900.500000 Penalty: 11255.040039
	Iteration 37Q: 3 clusters Score -2099900 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -2099904.250000 Penalty: 11255.040039
	Iteration 38Q: 3 clusters Score -2099904 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -2099912.750000 Penalty: 11255.040039
	Iteration 39Q: 3 clusters Score -2099913 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -2099916.500000 Penalty: 11255.040039
	Iteration 40F: 3 clusters Score -2099916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -2099923.000000 Penalty: 11255.040039
	Iteration 41Q: 3 clusters Score -2099923 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -2099931.750000 Penalty: 11255.040039
	Iteration 42Q: 3 clusters Score -2099932 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -2099938.000000 Penalty: 11255.040039
	Iteration 43Q: 3 clusters Score -2099938 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -2099945.250000 Penalty: 11255.040039
	Iteration 44Q: 3 clusters Score -2099945 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -2099953.500000 Penalty: 11255.040039
	Iteration 45Q: 3 clusters Score -2099954 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -2099973.250000 Penalty: 11255.040039
	Iteration 46Q: 3 clusters Score -2099973 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -2099991.750000 Penalty: 11255.040039
	Iteration 47Q: 3 clusters Score -2099992 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -2100005.250000 Penalty: 11255.040039
	Iteration 48Q: 3 clusters Score -2100005 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -2100030.000000 Penalty: 11255.040039
	Iteration 49Q: 3 clusters Score -2100030 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -2100045.250000 Penalty: 11255.040039
	Iteration 50Q: 3 clusters Score -2100045 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -2100057.500000 Penalty: 11255.040039
	Iteration 51Q: 3 clusters Score -2100058 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -2100072.250000 Penalty: 11255.040039
	Iteration 52Q: 3 clusters Score -2100072 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -2100079.500000 Penalty: 11255.040039
	Iteration 53Q: 3 clusters Score -2100080 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -2100088.500000 Penalty: 11255.040039
	Iteration 54Q: 3 clusters Score -2100088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -2100086.000000 Penalty: 11255.040039
	Iteration 55Q: 3 clusters Score -2100086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -2100091.000000 Penalty: 11255.040039
	Iteration 56Q: 3 clusters Score -2100091 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -2100099.000000 Penalty: 11255.040039
	Iteration 57Q: 3 clusters Score -2100099 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -2100095.500000 Penalty: 11255.040039
	Iteration 58Q: 3 clusters Score -2100096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -2100099.750000 Penalty: 11255.040039
	Iteration 59Q: 3 clusters Score -2100100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -2100107.250000 Penalty: 11255.040039
	Iteration 60F: 3 clusters Score -2100107 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -2100115.750000 Penalty: 11255.040039
	Iteration 61Q: 3 clusters Score -2100116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -2100122.500000 Penalty: 11255.040039
	Iteration 62Q: 3 clusters Score -2100122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -2100129.250000 Penalty: 11255.040039
	Iteration 63Q: 3 clusters Score -2100129 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -2100133.250000 Penalty: 11255.040039
	Iteration 64Q: 3 clusters Score -2100133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -2100135.750000 Penalty: 11255.040039
	Iteration 65Q: 3 clusters Score -2100136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -2100144.000000 Penalty: 11255.040039
	Iteration 66Q: 3 clusters Score -2100144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -2100152.250000 Penalty: 11255.040039
	Iteration 67Q: 3 clusters Score -2100152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -2100153.000000 Penalty: 11255.040039
	Iteration 68Q: 3 clusters Score -2100153 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -2100161.750000 Penalty: 11255.040039
	Iteration 69Q: 3 clusters Score -2100162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -2100172.750000 Penalty: 11255.040039
	Iteration 70Q: 3 clusters Score -2100173 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -2100181.500000 Penalty: 11255.040039
	Iteration 71Q: 3 clusters Score -2100182 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -2100188.500000 Penalty: 11255.040039
	Iteration 72Q: 3 clusters Score -2100188 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -2100196.500000 Penalty: 11255.040039
	Iteration 73Q: 3 clusters Score -2100196 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -2100210.250000 Penalty: 11255.040039
	Iteration 74Q: 3 clusters Score -2100210 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -2100222.500000 Penalty: 11255.040039
	Iteration 75Q: 3 clusters Score -2100222 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -2100229.250000 Penalty: 11255.040039
	Iteration 76Q: 3 clusters Score -2100229 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -2100243.000000 Penalty: 11255.040039
	Iteration 77Q: 3 clusters Score -2100243 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -2100260.250000 Penalty: 11255.040039
	Iteration 78Q: 3 clusters Score -2100260 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -2100271.750000 Penalty: 11255.040039
	Iteration 79Q: 3 clusters Score -2100272 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -2100290.250000 Penalty: 11255.040039
	Iteration 80F: 3 clusters Score -2100290 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -2100308.250000 Penalty: 11255.040039
	Iteration 81Q: 3 clusters Score -2100308 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -2100330.500000 Penalty: 11255.040039
	Iteration 82Q: 3 clusters Score -2100330 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -2100366.750000 Penalty: 11255.040039
	Iteration 83Q: 3 clusters Score -2100367 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -2100409.750000 Penalty: 11255.040039
	Iteration 84Q: 3 clusters Score -2100410 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -2100454.000000 Penalty: 11255.040039
	Iteration 85Q: 3 clusters Score -2100454 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -2100509.750000 Penalty: 11255.040039
	Iteration 86Q: 3 clusters Score -2100510 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -2100568.250000 Penalty: 11255.040039
	Iteration 87Q: 3 clusters Score -2100568 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -2100623.750000 Penalty: 11255.040039
	Iteration 88Q: 3 clusters Score -2100624 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -2100710.750000 Penalty: 11255.040039
	Iteration 89Q: 3 clusters Score -2100711 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -2100822.500000 Penalty: 11255.040039
	Iteration 90Q: 3 clusters Score -2100822 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -2100947.000000 Penalty: 11255.040039
	Iteration 91Q: 3 clusters Score -2100947 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -2101072.750000 Penalty: 11255.040039
	Iteration 92Q: 3 clusters Score -2101073 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -2101172.250000 Penalty: 11255.040039
	Iteration 93Q: 3 clusters Score -2101172 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -2101278.750000 Penalty: 11255.040039
	Iteration 94Q: 3 clusters Score -2101279 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -2101388.500000 Penalty: 11255.040039
	Iteration 95Q: 3 clusters Score -2101388 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -2101498.250000 Penalty: 11255.040039
	Iteration 96Q: 3 clusters Score -2101498 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -2101598.000000 Penalty: 11255.040039
	Iteration 97Q: 3 clusters Score -2101598 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -2101685.000000 Penalty: 11255.040039
	Iteration 98Q: 3 clusters Score -2101685 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -2101763.750000 Penalty: 11255.040039
	Iteration 99Q: 3 clusters Score -2101764 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -2101813.500000 Penalty: 11255.040039
	Iteration 100F: 3 clusters Score -2101814 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -2101849.750000 Penalty: 11255.040039
	Iteration 101Q: 3 clusters Score -2101850 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -2101871.750000 Penalty: 11255.040039
	Iteration 102Q: 3 clusters Score -2101872 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -2101884.250000 Penalty: 11255.040039
	Iteration 103Q: 3 clusters Score -2101884 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -2101895.250000 Penalty: 11255.040039
	Iteration 104Q: 3 clusters Score -2101895 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -2101899.750000 Penalty: 11255.040039
	Iteration 105Q: 3 clusters Score -2101900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -2101904.000000 Penalty: 11255.040039
	Iteration 106Q: 3 clusters Score -2101904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -2101906.250000 Penalty: 11255.040039
	Iteration 107Q: 3 clusters Score -2101906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -2101906.750000 Penalty: 11255.040039
	Iteration 108Q: 3 clusters Score -2101907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -2101909.500000 Penalty: 11255.040039
	Iteration 109Q: 3 clusters Score -2101910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -2101915.250000 Penalty: 11255.040039
	Iteration 110Q: 3 clusters Score -2101915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -2101917.500000 Penalty: 11255.040039
	Iteration 111Q: 3 clusters Score -2101918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -2101914.000000 Penalty: 11255.040039
	Iteration 112Q: 3 clusters Score -2101914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -2101917.000000 Penalty: 11255.040039
	Iteration 113Q: 3 clusters Score -2101917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -2101918.250000 Penalty: 11255.040039
	Iteration 114Q: 3 clusters Score -2101918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -2101918.250000 Penalty: 11255.040039
	Iteration 115F: 3 clusters Score -2101918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Entering Unmasked Estep 
Score: -2854864.000000 Penalty: 5795.923340
	Iteration 0F: 2 clusters Score -2854864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -2842731.250000 Penalty: 11591.846680
	Iteration 0F: 3 clusters Score -2842731 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -2845445.750000 Penalty: 11591.846680
	Iteration 1F: 3 clusters Score -2845446 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -2845967.250000 Penalty: 11591.846680
	Iteration 2F: 3 clusters Score -2845967 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -2846300.000000 Penalty: 11591.846680
	Iteration 3Q: 3 clusters Score -2846300 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -2846537.250000 Penalty: 11591.846680
	Iteration 4Q: 3 clusters Score -2846537 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -2846695.000000 Penalty: 11591.846680
	Iteration 5Q: 3 clusters Score -2846695 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -2846812.250000 Penalty: 11591.846680
	Iteration 6Q: 3 clusters Score -2846812 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -2846934.750000 Penalty: 11591.846680
	Iteration 7Q: 3 clusters Score -2846935 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -2847000.000000 Penalty: 11591.846680
	Iteration 8Q: 3 clusters Score -2847000 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -2847046.000000 Penalty: 11591.846680
	Iteration 9Q: 3 clusters Score -2847046 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -2847114.750000 Penalty: 11591.846680
	Iteration 10Q: 3 clusters Score -2847115 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -2847190.250000 Penalty: 11591.846680
	Iteration 11Q: 3 clusters Score -2847190 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -2847258.000000 Penalty: 11591.846680
	Iteration 12Q: 3 clusters Score -2847258 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -2847325.000000 Penalty: 11591.846680
	Iteration 13Q: 3 clusters Score -2847325 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -2847397.500000 Penalty: 11591.846680
	Iteration 14Q: 3 clusters Score -2847398 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -2847458.500000 Penalty: 11591.846680
	Iteration 15Q: 3 clusters Score -2847458 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -2847537.750000 Penalty: 11591.846680
	Iteration 16Q: 3 clusters Score -2847538 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -2847620.250000 Penalty: 11591.846680
	Iteration 17Q: 3 clusters Score -2847620 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -2847701.500000 Penalty: 11591.846680
	Iteration 18Q: 3 clusters Score -2847702 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -2847781.500000 Penalty: 11591.846680
	Iteration 19Q: 3 clusters Score -2847782 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -2847863.000000 Penalty: 11591.846680
	Iteration 20F: 3 clusters Score -2847863 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -2847958.000000 Penalty: 11591.846680
	Iteration 21Q: 3 clusters Score -2847958 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -2848056.750000 Penalty: 11591.846680
	Iteration 22Q: 3 clusters Score -2848057 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -2848159.500000 Penalty: 11591.846680
	Iteration 23Q: 3 clusters Score -2848160 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -2848234.000000 Penalty: 11591.846680
	Iteration 24Q: 3 clusters Score -2848234 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -2848323.500000 Penalty: 11591.846680
	Iteration 25Q: 3 clusters Score -2848324 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -2848417.500000 Penalty: 11591.846680
	Iteration 26Q: 3 clusters Score -2848418 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -2848518.750000 Penalty: 11591.846680
	Iteration 27Q: 3 clusters Score -2848519 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -2848632.500000 Penalty: 11591.846680
	Iteration 28Q: 3 clusters Score -2848632 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -2848734.500000 Penalty: 11591.846680
	Iteration 29Q: 3 clusters Score -2848734 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -2848820.750000 Penalty: 11591.846680
	Iteration 30Q: 3 clusters Score -2848821 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -2848905.250000 Penalty: 11591.846680
	Iteration 31Q: 3 clusters Score -2848905 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -2849021.500000 Penalty: 11591.846680
	Iteration 32Q: 3 clusters Score -2849022 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -2849127.500000 Penalty: 11591.846680
	Iteration 33Q: 3 clusters Score -2849128 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -2849216.500000 Penalty: 11591.846680
	Iteration 34Q: 3 clusters Score -2849216 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -2849297.250000 Penalty: 11591.846680
	Iteration 35Q: 3 clusters Score -2849297 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -2849348.750000 Penalty: 11591.846680
	Iteration 36Q: 3 clusters Score -2849349 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -2849388.250000 Penalty: 11591.846680
	Iteration 37Q: 3 clusters Score -2849388 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -2849440.500000 Penalty: 11591.846680
	Iteration 38Q: 3 clusters Score -2849440 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -2849465.500000 Penalty: 11591.846680
	Iteration 39Q: 3 clusters Score -2849466 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -2849485.250000 Penalty: 11591.846680
	Iteration 40F: 3 clusters Score -2849485 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -2849514.250000 Penalty: 11591.846680
	Iteration 41Q: 3 clusters Score -2849514 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -2849539.500000 Penalty: 11591.846680
	Iteration 42Q: 3 clusters Score -2849540 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -2849569.000000 Penalty: 11591.846680
	Iteration 43Q: 3 clusters Score -2849569 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -2849590.250000 Penalty: 11591.846680
	Iteration 44Q: 3 clusters Score -2849590 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -2849623.250000 Penalty: 11591.846680
	Iteration 45Q: 3 clusters Score -2849623 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -2849633.500000 Penalty: 11591.846680
	Iteration 46Q: 3 clusters Score -2849634 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -2849654.250000 Penalty: 11591.846680
	Iteration 47Q: 3 clusters Score -2849654 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -2849666.500000 Penalty: 11591.846680
	Iteration 48Q: 3 clusters Score -2849666 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -2849687.000000 Penalty: 11591.846680
	Iteration 49Q: 3 clusters Score -2849687 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -2849700.000000 Penalty: 11591.846680
	Iteration 50Q: 3 clusters Score -2849700 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -2849716.500000 Penalty: 11591.846680
	Iteration 51Q: 3 clusters Score -2849716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -2849734.000000 Penalty: 11591.846680
	Iteration 52Q: 3 clusters Score -2849734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -2849743.000000 Penalty: 11591.846680
	Iteration 53Q: 3 clusters Score -2849743 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -2849759.000000 Penalty: 11591.846680
	Iteration 54Q: 3 clusters Score -2849759 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -2849772.000000 Penalty: 11591.846680
	Iteration 55Q: 3 clusters Score -2849772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -2849780.500000 Penalty: 11591.846680
	Iteration 56Q: 3 clusters Score -2849780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -2849781.750000 Penalty: 11591.846680
	Iteration 57Q: 3 clusters Score -2849782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -2849785.500000 Penalty: 11591.846680
	Iteration 58Q: 3 clusters Score -2849786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -2849791.750000 Penalty: 11591.846680
	Iteration 59Q: 3 clusters Score -2849792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -2849790.000000 Penalty: 11591.846680
	Iteration 60F: 3 clusters Score -2849790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -2849791.500000 Penalty: 11591.846680
	Iteration 61Q: 3 clusters Score -2849792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -2849791.500000 Penalty: 11591.846680
	Iteration 62F: 3 clusters Score -2849792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Entering Unmasked Estep 
Score: -2373169.000000 Penalty: 5677.022949
	Iteration 0F: 2 clusters Score -2373169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -2362552.250000 Penalty: 11354.045898
	Iteration 0F: 3 clusters Score -2362552 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -2364700.500000 Penalty: 11354.045898
	Iteration 1F: 3 clusters Score -2364700 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -2365126.250000 Penalty: 11354.045898
	Iteration 2F: 3 clusters Score -2365126 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -2365379.250000 Penalty: 11354.045898
	Iteration 3Q: 3 clusters Score -2365379 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -2365533.000000 Penalty: 11354.045898
	Iteration 4Q: 3 clusters Score -2365533 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -2365645.250000 Penalty: 11354.045898
	Iteration 5Q: 3 clusters Score -2365645 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -2365747.750000 Penalty: 11354.045898
	Iteration 6Q: 3 clusters Score -2365748 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -2365830.250000 Penalty: 11354.045898
	Iteration 7Q: 3 clusters Score -2365830 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -2365906.000000 Penalty: 11354.045898
	Iteration 8Q: 3 clusters Score -2365906 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -2365966.250000 Penalty: 11354.045898
	Iteration 9Q: 3 clusters Score -2365966 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -2366029.500000 Penalty: 11354.045898
	Iteration 10Q: 3 clusters Score -2366030 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -2366106.750000 Penalty: 11354.045898
	Iteration 11Q: 3 clusters Score -2366107 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -2366181.500000 Penalty: 11354.045898
	Iteration 12Q: 3 clusters Score -2366182 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -2366238.500000 Penalty: 11354.045898
	Iteration 13Q: 3 clusters Score -2366238 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -2366288.750000 Penalty: 11354.045898
	Iteration 14Q: 3 clusters Score -2366289 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -2366337.000000 Penalty: 11354.045898
	Iteration 15Q: 3 clusters Score -2366337 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -2366398.500000 Penalty: 11354.045898
	Iteration 16Q: 3 clusters Score -2366398 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -2366442.750000 Penalty: 11354.045898
	Iteration 17Q: 3 clusters Score -2366443 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -2366495.000000 Penalty: 11354.045898
	Iteration 18Q: 3 clusters Score -2366495 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -2366531.750000 Penalty: 11354.045898
	Iteration 19Q: 3 clusters Score -2366532 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -2366570.000000 Penalty: 11354.045898
	Iteration 20F: 3 clusters Score -2366570 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -2366611.750000 Penalty: 11354.045898
	Iteration 21Q: 3 clusters Score -2366612 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -2366647.500000 Penalty: 11354.045898
	Iteration 22Q: 3 clusters Score -2366648 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -2366675.250000 Penalty: 11354.045898
	Iteration 23Q: 3 clusters Score -2366675 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -2366707.750000 Penalty: 11354.045898
	Iteration 24Q: 3 clusters Score -2366708 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -2366736.250000 Penalty: 11354.045898
	Iteration 25Q: 3 clusters Score -2366736 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -2366765.000000 Penalty: 11354.045898
	Iteration 26Q: 3 clusters Score -2366765 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -2366791.000000 Penalty: 11354.045898
	Iteration 27Q: 3 clusters Score -2366791 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -2366837.500000 Penalty: 11354.045898
	Iteration 28Q: 3 clusters Score -2366838 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -2366871.500000 Penalty: 11354.045898
	Iteration 29Q: 3 clusters Score -2366872 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -2366896.750000 Penalty: 11354.045898
	Iteration 30Q: 3 clusters Score -2366897 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -2366917.500000 Penalty: 11354.045898
	Iteration 31Q: 3 clusters Score -2366918 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -2366943.250000 Penalty: 11354.045898
	Iteration 32Q: 3 clusters Score -2366943 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -2366958.750000 Penalty: 11354.045898
	Iteration 33Q: 3 clusters Score -2366959 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -2366984.000000 Penalty: 11354.045898
	Iteration 34Q: 3 clusters Score -2366984 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -2367003.500000 Penalty: 11354.045898
	Iteration 35Q: 3 clusters Score -2367004 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -2367015.500000 Penalty: 11354.045898
	Iteration 36Q: 3 clusters Score -2367016 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -2367021.000000 Penalty: 11354.045898
	Iteration 37Q: 3 clusters Score -2367021 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -2367035.000000 Penalty: 11354.045898
	Iteration 38Q: 3 clusters Score -2367035 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -2367040.750000 Penalty: 11354.045898
	Iteration 39Q: 3 clusters Score -2367041 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -2367050.250000 Penalty: 11354.045898
	Iteration 40F: 3 clusters Score -2367050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -2367057.750000 Penalty: 11354.045898
	Iteration 41Q: 3 clusters Score -2367058 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -2367066.500000 Penalty: 11354.045898
	Iteration 42Q: 3 clusters Score -2367066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -2367065.750000 Penalty: 11354.045898
	Iteration 43Q: 3 clusters Score -2367066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -2367074.250000 Penalty: 11354.045898
	Iteration 44Q: 3 clusters Score -2367074 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -2367078.000000 Penalty: 11354.045898
	Iteration 45Q: 3 clusters Score -2367078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -2367081.250000 Penalty: 11354.045898
	Iteration 46Q: 3 clusters Score -2367081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -2367081.750000 Penalty: 11354.045898
	Iteration 47Q: 3 clusters Score -2367082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -2367087.750000 Penalty: 11354.045898
	Iteration 48Q: 3 clusters Score -2367088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -2367088.000000 Penalty: 11354.045898
	Iteration 49Q: 3 clusters Score -2367088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -2367088.500000 Penalty: 11354.045898
	Iteration 50Q: 3 clusters Score -2367088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -2367088.250000 Penalty: 11354.045898
	Iteration 51Q: 3 clusters Score -2367088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -2367091.750000 Penalty: 11354.045898
	Iteration 52Q: 3 clusters Score -2367092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -2367096.000000 Penalty: 11354.045898
	Iteration 53Q: 3 clusters Score -2367096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -2367093.250000 Penalty: 11354.045898
	Iteration 54Q: 3 clusters Score -2367093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -2367097.250000 Penalty: 11354.045898
	Iteration 55Q: 3 clusters Score -2367097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -2367098.750000 Penalty: 11354.045898
	Iteration 56Q: 3 clusters Score -2367099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -2367099.250000 Penalty: 11354.045898
	Iteration 57Q: 3 clusters Score -2367099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -2367101.750000 Penalty: 11354.045898
	Iteration 58Q: 3 clusters Score -2367102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -2367101.750000 Penalty: 11354.045898
	Iteration 59Q: 3 clusters Score -2367102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -2367100.000000 Penalty: 11354.045898
	Iteration 60F: 3 clusters Score -2367100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -2367100.000000 Penalty: 11354.045898
	Iteration 61Q: 3 clusters Score -2367100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -2367101.000000 Penalty: 11354.045898
	Iteration 62Q: 3 clusters Score -2367101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -2367102.000000 Penalty: 11354.045898
	Iteration 63Q: 3 clusters Score -2367102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -2367106.250000 Penalty: 11354.045898
	Iteration 64Q: 3 clusters Score -2367106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -2367106.250000 Penalty: 11354.045898
	Iteration 65F: 3 clusters Score -2367106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (52055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52055 members 
Entering Unmasked Estep 
Score: -11627560.000000 Penalty: 6651.784180
	Iteration 0F: 2 clusters Score -1.162756e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 25931 members 
Entering Unmasked Estep 
Score: -11590664.000000 Penalty: 13303.568359
	Iteration 0F: 3 clusters Score -1.159066e+07 nChanged 23046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26504 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -11603007.000000 Penalty: 13303.568359
	Iteration 1F: 3 clusters Score -1.160301e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -11604211.000000 Penalty: 13303.568359
	Iteration 2F: 3 clusters Score -1.160421e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -11605376.000000 Penalty: 13303.568359
	Iteration 3Q: 3 clusters Score -1.160538e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -11606621.000000 Penalty: 13303.568359
	Iteration 4Q: 3 clusters Score -1.160662e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27585 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -11607836.000000 Penalty: 13303.568359
	Iteration 5Q: 3 clusters Score -1.160784e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28125 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -11609272.000000 Penalty: 13303.568359
	Iteration 6Q: 3 clusters Score -1.160927e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28883 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -11611171.000000 Penalty: 13303.568359
	Iteration 7F: 3 clusters Score -1.161117e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29771 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -11613366.000000 Penalty: 13303.568359
	Iteration 8F: 3 clusters Score -1.161337e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30720 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -11615638.000000 Penalty: 13303.568359
	Iteration 9F: 3 clusters Score -1.161564e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31652 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -11617784.000000 Penalty: 13303.568359
	Iteration 10F: 3 clusters Score -1.161778e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32497 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -11619520.000000 Penalty: 13303.568359
	Iteration 11Q: 3 clusters Score -1.161952e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33200 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -11620732.000000 Penalty: 13303.568359
	Iteration 12Q: 3 clusters Score -1.162073e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33824 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -11621688.000000 Penalty: 13303.568359
	Iteration 13Q: 3 clusters Score -1.162169e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34385 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -11622248.000000 Penalty: 13303.568359
	Iteration 14Q: 3 clusters Score -1.162225e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34907 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -11622692.000000 Penalty: 13303.568359
	Iteration 15Q: 3 clusters Score -1.162269e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35444 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -11623134.000000 Penalty: 13303.568359
	Iteration 16Q: 3 clusters Score -1.162313e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -11623455.000000 Penalty: 13303.568359
	Iteration 17Q: 3 clusters Score -1.162346e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36476 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -11623765.000000 Penalty: 13303.568359
	Iteration 18Q: 3 clusters Score -1.162376e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36992 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -11624122.000000 Penalty: 13303.568359
	Iteration 19Q: 3 clusters Score -1.162412e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37513 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -11624552.000000 Penalty: 13303.568359
	Iteration 20F: 3 clusters Score -1.162455e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38031 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -11624941.000000 Penalty: 13303.568359
	Iteration 21Q: 3 clusters Score -1.162494e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38512 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -11625325.000000 Penalty: 13303.568359
	Iteration 22Q: 3 clusters Score -1.162532e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38940 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -11625561.000000 Penalty: 13303.568359
	Iteration 23Q: 3 clusters Score -1.162556e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39312 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -11625800.000000 Penalty: 13303.568359
	Iteration 24Q: 3 clusters Score -1.16258e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -11625950.000000 Penalty: 13303.568359
	Iteration 25Q: 3 clusters Score -1.162595e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39813 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -11625995.000000 Penalty: 13303.568359
	Iteration 26Q: 3 clusters Score -1.1626e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39959 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -11626021.000000 Penalty: 13303.568359
	Iteration 27Q: 3 clusters Score -1.162602e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40064 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -11626041.000000 Penalty: 13303.568359
	Iteration 28Q: 3 clusters Score -1.162604e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40152 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -11626063.000000 Penalty: 13303.568359
	Iteration 29Q: 3 clusters Score -1.162606e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40224 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -11626084.000000 Penalty: 13303.568359
	Iteration 30Q: 3 clusters Score -1.162608e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40266 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -11626063.000000 Penalty: 13303.568359
	Iteration 31Q: 3 clusters Score -1.162606e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40296 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -11626060.000000 Penalty: 13303.568359
	Iteration 32Q: 3 clusters Score -1.162606e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40316 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -11626081.000000 Penalty: 13303.568359
	Iteration 33Q: 3 clusters Score -1.162608e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40334 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -11626057.000000 Penalty: 13303.568359
	Iteration 34Q: 3 clusters Score -1.162606e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40348 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -11626079.000000 Penalty: 13303.568359
	Iteration 35Q: 3 clusters Score -1.162608e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40361 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -11626082.000000 Penalty: 13303.568359
	Iteration 36Q: 3 clusters Score -1.162608e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40366 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -11626090.000000 Penalty: 13303.568359
	Iteration 37Q: 3 clusters Score -1.162609e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40369 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -11626078.000000 Penalty: 13303.568359
	Iteration 38Q: 3 clusters Score -1.162608e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40373 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -11626090.000000 Penalty: 13303.568359
	Iteration 39Q: 3 clusters Score -1.162609e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40376 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -11626078.000000 Penalty: 13303.568359
	Iteration 40F: 3 clusters Score -1.162608e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40377 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -11626080.000000 Penalty: 13303.568359
	Iteration 41Q: 3 clusters Score -1.162608e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40377 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -11626080.000000 Penalty: 13303.568359
	Iteration 42F: 3 clusters Score -1.162608e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (73458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73458 members 
Entering Unmasked Estep 
Score: -16406435.000000 Penalty: 6862.737305
	Iteration 0F: 2 clusters Score -1.640644e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37022 members 
Mstep: Class 2 contains 36436 members 
Entering Unmasked Estep 
Score: -16355401.000000 Penalty: 13725.474609
	Iteration 0F: 3 clusters Score -1.63554e+07 nChanged 33171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38603 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
Score: -16373551.000000 Penalty: 13725.474609
	Iteration 1F: 3 clusters Score -1.637355e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39423 members 
Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
Score: -16374760.000000 Penalty: 13725.474609
	Iteration 2Q: 3 clusters Score -1.637476e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40600 members 
Mstep: Class 2 contains 32858 members 
Entering Unmasked Estep 
Score: -16375833.000000 Penalty: 13725.474609
	Iteration 3Q: 3 clusters Score -1.637583e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42266 members 
Mstep: Class 2 contains 31192 members 
Entering Unmasked Estep 
Score: -16376939.000000 Penalty: 13725.474609
	Iteration 4Q: 3 clusters Score -1.637694e+07 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44535 members 
Mstep: Class 2 contains 28923 members 
Entering Unmasked Estep 
Score: -16378294.000000 Penalty: 13725.474609
	Iteration 5Q: 3 clusters Score -1.637829e+07 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47617 members 
Mstep: Class 2 contains 25841 members 
Entering Unmasked Estep 
Score: -16380339.000000 Penalty: 13725.474609
	Iteration 6F: 3 clusters Score -1.638034e+07 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51696 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -16383258.000000 Penalty: 13725.474609
	Iteration 7F: 3 clusters Score -1.638326e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56493 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -16387194.000000 Penalty: 13725.474609
	Iteration 8F: 3 clusters Score -1.638719e+07 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61347 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -16391394.000000 Penalty: 13725.474609
	Iteration 9F: 3 clusters Score -1.639139e+07 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65333 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -16394930.000000 Penalty: 13725.474609
	Iteration 10F: 3 clusters Score -1.639493e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68020 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -16397107.000000 Penalty: 13725.474609
	Iteration 11Q: 3 clusters Score -1.639711e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69611 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -16398349.000000 Penalty: 13725.474609
	Iteration 12Q: 3 clusters Score -1.639835e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70592 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -16399120.000000 Penalty: 13725.474609
	Iteration 13Q: 3 clusters Score -1.639912e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71178 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -16399583.000000 Penalty: 13725.474609
	Iteration 14Q: 3 clusters Score -1.639958e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71575 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -16399929.000000 Penalty: 13725.474609
	Iteration 15Q: 3 clusters Score -1.639993e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71800 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -16400116.000000 Penalty: 13725.474609
	Iteration 16Q: 3 clusters Score -1.640012e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71936 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -16400205.000000 Penalty: 13725.474609
	Iteration 17Q: 3 clusters Score -1.64002e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72031 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -16400295.000000 Penalty: 13725.474609
	Iteration 18Q: 3 clusters Score -1.64003e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72091 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -16400380.000000 Penalty: 13725.474609
	Iteration 19Q: 3 clusters Score -1.640038e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72152 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -16400457.000000 Penalty: 13725.474609
	Iteration 20F: 3 clusters Score -1.640046e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72197 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -16400496.000000 Penalty: 13725.474609
	Iteration 21Q: 3 clusters Score -1.64005e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72239 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -16400501.000000 Penalty: 13725.474609
	Iteration 22Q: 3 clusters Score -1.64005e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72268 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -16400534.000000 Penalty: 13725.474609
	Iteration 23Q: 3 clusters Score -1.640053e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72300 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -16400555.000000 Penalty: 13725.474609
	Iteration 24Q: 3 clusters Score -1.640056e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72312 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -16400581.000000 Penalty: 13725.474609
	Iteration 25Q: 3 clusters Score -1.640058e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72321 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -16400590.000000 Penalty: 13725.474609
	Iteration 26Q: 3 clusters Score -1.640059e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72329 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -16400602.000000 Penalty: 13725.474609
	Iteration 27Q: 3 clusters Score -1.64006e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72334 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -16400587.000000 Penalty: 13725.474609
	Iteration 28Q: 3 clusters Score -1.640059e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72339 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -16400595.000000 Penalty: 13725.474609
	Iteration 29Q: 3 clusters Score -1.64006e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72343 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -16400595.000000 Penalty: 13725.474609
	Iteration 30Q: 3 clusters Score -1.64006e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72344 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -16400597.000000 Penalty: 13725.474609
	Iteration 31Q: 3 clusters Score -1.64006e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72345 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -16400583.000000 Penalty: 13725.474609
	Iteration 32Q: 3 clusters Score -1.640058e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72347 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -16400581.000000 Penalty: 13725.474609
	Iteration 33Q: 3 clusters Score -1.640058e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72349 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -16400592.000000 Penalty: 13725.474609
	Iteration 34Q: 3 clusters Score -1.640059e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72352 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -16400595.000000 Penalty: 13725.474609
	Iteration 35Q: 3 clusters Score -1.64006e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72352 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -16400589.000000 Penalty: 13725.474609
	Iteration 36Q: 3 clusters Score -1.640059e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72353 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -16400595.000000 Penalty: 13725.474609
	Iteration 37Q: 3 clusters Score -1.64006e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72355 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -16400599.000000 Penalty: 13725.474609
	Iteration 38Q: 3 clusters Score -1.64006e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72355 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -16400597.000000 Penalty: 13725.474609
	Iteration 39Q: 3 clusters Score -1.64006e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72357 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -16400600.000000 Penalty: 13725.474609
	Iteration 40F: 3 clusters Score -1.64006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72361 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -16400607.000000 Penalty: 13725.474609
	Iteration 41Q: 3 clusters Score -1.640061e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72363 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -16400612.000000 Penalty: 13725.474609
	Iteration 42Q: 3 clusters Score -1.640061e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72367 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -16400619.000000 Penalty: 13725.474609
	Iteration 43Q: 3 clusters Score -1.640062e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72373 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -16400600.000000 Penalty: 13725.474609
	Iteration 44Q: 3 clusters Score -1.64006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72377 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -16400622.000000 Penalty: 13725.474609
	Iteration 45Q: 3 clusters Score -1.640062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72379 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -16400621.000000 Penalty: 13725.474609
	Iteration 46Q: 3 clusters Score -1.640062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72380 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -16400635.000000 Penalty: 13725.474609
	Iteration 47Q: 3 clusters Score -1.640064e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72381 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -16400639.000000 Penalty: 13725.474609
	Iteration 48Q: 3 clusters Score -1.640064e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72383 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -16400640.000000 Penalty: 13725.474609
	Iteration 49Q: 3 clusters Score -1.640064e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72385 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -16400639.000000 Penalty: 13725.474609
	Iteration 50Q: 3 clusters Score -1.640064e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72387 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -16400636.000000 Penalty: 13725.474609
	Iteration 51Q: 3 clusters Score -1.640064e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72387 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -16400632.000000 Penalty: 13725.474609
	Iteration 52Q: 3 clusters Score -1.640063e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72390 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -16400642.000000 Penalty: 13725.474609
	Iteration 53Q: 3 clusters Score -1.640064e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72393 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -16400647.000000 Penalty: 13725.474609
	Iteration 54Q: 3 clusters Score -1.640065e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72395 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -16400645.000000 Penalty: 13725.474609
	Iteration 55Q: 3 clusters Score -1.640064e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72397 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -16400648.000000 Penalty: 13725.474609
	Iteration 56Q: 3 clusters Score -1.640065e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72398 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -16400643.000000 Penalty: 13725.474609
	Iteration 57Q: 3 clusters Score -1.640064e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72399 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -16400651.000000 Penalty: 13725.474609
	Iteration 58Q: 3 clusters Score -1.640065e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72400 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -16400631.000000 Penalty: 13725.474609
	Iteration 59Q: 3 clusters Score -1.640063e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72400 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -16400631.000000 Penalty: 13725.474609
	Iteration 60F: 3 clusters Score -1.640063e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Entering Unmasked Estep 
Score: -1974208.500000 Penalty: 5562.756836
	Iteration 0F: 2 clusters Score -1974208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1964704.500000 Penalty: 11125.513672
	Iteration 0F: 3 clusters Score -1964704 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1966669.375000 Penalty: 11125.513672
	Iteration 1F: 3 clusters Score -1966669 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1967164.500000 Penalty: 11125.513672
	Iteration 2F: 3 clusters Score -1967164 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1967454.750000 Penalty: 11125.513672
	Iteration 3F: 3 clusters Score -1967455 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1967657.750000 Penalty: 11125.513672
	Iteration 4Q: 3 clusters Score -1967658 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1967782.500000 Penalty: 11125.513672
	Iteration 5Q: 3 clusters Score -1967782 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1967879.625000 Penalty: 11125.513672
	Iteration 6Q: 3 clusters Score -1967880 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1967967.125000 Penalty: 11125.513672
	Iteration 7Q: 3 clusters Score -1967967 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1968041.000000 Penalty: 11125.513672
	Iteration 8Q: 3 clusters Score -1968041 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1968113.625000 Penalty: 11125.513672
	Iteration 9Q: 3 clusters Score -1968114 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1968171.500000 Penalty: 11125.513672
	Iteration 10Q: 3 clusters Score -1968172 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1968242.500000 Penalty: 11125.513672
	Iteration 11Q: 3 clusters Score -1968242 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1968306.125000 Penalty: 11125.513672
	Iteration 12Q: 3 clusters Score -1968306 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1968373.125000 Penalty: 11125.513672
	Iteration 13Q: 3 clusters Score -1968373 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1968432.125000 Penalty: 11125.513672
	Iteration 14Q: 3 clusters Score -1968432 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1968494.250000 Penalty: 11125.513672
	Iteration 15Q: 3 clusters Score -1968494 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1968549.750000 Penalty: 11125.513672
	Iteration 16Q: 3 clusters Score -1968550 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1968622.125000 Penalty: 11125.513672
	Iteration 17Q: 3 clusters Score -1968622 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1968672.250000 Penalty: 11125.513672
	Iteration 18Q: 3 clusters Score -1968672 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1968729.250000 Penalty: 11125.513672
	Iteration 19Q: 3 clusters Score -1968729 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1968774.875000 Penalty: 11125.513672
	Iteration 20F: 3 clusters Score -1968775 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1968823.500000 Penalty: 11125.513672
	Iteration 21Q: 3 clusters Score -1968824 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1968853.125000 Penalty: 11125.513672
	Iteration 22Q: 3 clusters Score -1968853 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1968888.250000 Penalty: 11125.513672
	Iteration 23Q: 3 clusters Score -1968888 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1968923.500000 Penalty: 11125.513672
	Iteration 24Q: 3 clusters Score -1968924 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1968962.375000 Penalty: 11125.513672
	Iteration 25Q: 3 clusters Score -1968962 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1968987.875000 Penalty: 11125.513672
	Iteration 26Q: 3 clusters Score -1968988 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1969039.375000 Penalty: 11125.513672
	Iteration 27Q: 3 clusters Score -1969039 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1969072.250000 Penalty: 11125.513672
	Iteration 28Q: 3 clusters Score -1969072 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1969111.500000 Penalty: 11125.513672
	Iteration 29Q: 3 clusters Score -1969112 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1969150.125000 Penalty: 11125.513672
	Iteration 30Q: 3 clusters Score -1969150 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1969195.000000 Penalty: 11125.513672
	Iteration 31Q: 3 clusters Score -1969195 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1969240.500000 Penalty: 11125.513672
	Iteration 32Q: 3 clusters Score -1969240 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1969286.125000 Penalty: 11125.513672
	Iteration 33Q: 3 clusters Score -1969286 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1969319.375000 Penalty: 11125.513672
	Iteration 34Q: 3 clusters Score -1969319 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1969353.625000 Penalty: 11125.513672
	Iteration 35Q: 3 clusters Score -1969354 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1969380.250000 Penalty: 11125.513672
	Iteration 36Q: 3 clusters Score -1969380 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1969418.625000 Penalty: 11125.513672
	Iteration 37Q: 3 clusters Score -1969419 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1969453.875000 Penalty: 11125.513672
	Iteration 38Q: 3 clusters Score -1969454 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1969483.375000 Penalty: 11125.513672
	Iteration 39Q: 3 clusters Score -1969483 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1969509.750000 Penalty: 11125.513672
	Iteration 40F: 3 clusters Score -1969510 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1969530.125000 Penalty: 11125.513672
	Iteration 41Q: 3 clusters Score -1969530 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1969550.750000 Penalty: 11125.513672
	Iteration 42Q: 3 clusters Score -1969551 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1969565.500000 Penalty: 11125.513672
	Iteration 43Q: 3 clusters Score -1969566 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1969581.625000 Penalty: 11125.513672
	Iteration 44Q: 3 clusters Score -1969582 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1969610.875000 Penalty: 11125.513672
	Iteration 45Q: 3 clusters Score -1969611 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1969630.000000 Penalty: 11125.513672
	Iteration 46Q: 3 clusters Score -1969630 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1969646.250000 Penalty: 11125.513672
	Iteration 47Q: 3 clusters Score -1969646 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1969661.375000 Penalty: 11125.513672
	Iteration 48Q: 3 clusters Score -1969661 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1969683.250000 Penalty: 11125.513672
	Iteration 49Q: 3 clusters Score -1969683 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1969702.625000 Penalty: 11125.513672
	Iteration 50Q: 3 clusters Score -1969703 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1969724.000000 Penalty: 11125.513672
	Iteration 51Q: 3 clusters Score -1969724 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1969737.750000 Penalty: 11125.513672
	Iteration 52Q: 3 clusters Score -1969738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1969746.000000 Penalty: 11125.513672
	Iteration 53Q: 3 clusters Score -1969746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1969752.000000 Penalty: 11125.513672
	Iteration 54Q: 3 clusters Score -1969752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1969758.250000 Penalty: 11125.513672
	Iteration 55Q: 3 clusters Score -1969758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1969763.875000 Penalty: 11125.513672
	Iteration 56Q: 3 clusters Score -1969764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1969760.375000 Penalty: 11125.513672
	Iteration 57Q: 3 clusters Score -1969760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1969764.875000 Penalty: 11125.513672
	Iteration 58Q: 3 clusters Score -1969765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1969766.750000 Penalty: 11125.513672
	Iteration 59Q: 3 clusters Score -1969767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1969773.500000 Penalty: 11125.513672
	Iteration 60F: 3 clusters Score -1969774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1969785.000000 Penalty: 11125.513672
	Iteration 61Q: 3 clusters Score -1969785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1969789.875000 Penalty: 11125.513672
	Iteration 62Q: 3 clusters Score -1969790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1969792.250000 Penalty: 11125.513672
	Iteration 63Q: 3 clusters Score -1969792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1969792.375000 Penalty: 11125.513672
	Iteration 64Q: 3 clusters Score -1969792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1969794.375000 Penalty: 11125.513672
	Iteration 65Q: 3 clusters Score -1969794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1969798.875000 Penalty: 11125.513672
	Iteration 66Q: 3 clusters Score -1969799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1969798.875000 Penalty: 11125.513672
	Iteration 67F: 3 clusters Score -1969799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Entering Unmasked Estep 
Score: -6285113.000000 Penalty: 6275.073730
	Iteration 0F: 2 clusters Score -6285113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -6263470.500000 Penalty: 12550.147461
	Iteration 0F: 3 clusters Score -6263470 nChanged 11752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -6269774.000000 Penalty: 12550.147461
	Iteration 1F: 3 clusters Score -6269774 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -6270569.500000 Penalty: 12550.147461
	Iteration 2F: 3 clusters Score -6270570 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -6271143.500000 Penalty: 12550.147461
	Iteration 3Q: 3 clusters Score -6271144 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -6271603.000000 Penalty: 12550.147461
	Iteration 4Q: 3 clusters Score -6271603 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -6272012.000000 Penalty: 12550.147461
	Iteration 5Q: 3 clusters Score -6272012 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -6272399.000000 Penalty: 12550.147461
	Iteration 6Q: 3 clusters Score -6272399 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -6272810.000000 Penalty: 12550.147461
	Iteration 7Q: 3 clusters Score -6272810 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -6273257.500000 Penalty: 12550.147461
	Iteration 8Q: 3 clusters Score -6273258 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -6273710.000000 Penalty: 12550.147461
	Iteration 9Q: 3 clusters Score -6273710 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -6274168.500000 Penalty: 12550.147461
	Iteration 10Q: 3 clusters Score -6274168 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -6274587.000000 Penalty: 12550.147461
	Iteration 11Q: 3 clusters Score -6274587 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -6275003.000000 Penalty: 12550.147461
	Iteration 12Q: 3 clusters Score -6275003 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -6275279.500000 Penalty: 12550.147461
	Iteration 13Q: 3 clusters Score -6275280 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -6275585.000000 Penalty: 12550.147461
	Iteration 14Q: 3 clusters Score -6275585 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -6275772.500000 Penalty: 12550.147461
	Iteration 15Q: 3 clusters Score -6275772 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -6275941.000000 Penalty: 12550.147461
	Iteration 16Q: 3 clusters Score -6275941 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -6276062.000000 Penalty: 12550.147461
	Iteration 17Q: 3 clusters Score -6276062 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -6276171.000000 Penalty: 12550.147461
	Iteration 18Q: 3 clusters Score -6276171 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -6276266.500000 Penalty: 12550.147461
	Iteration 19Q: 3 clusters Score -6276266 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -6276348.500000 Penalty: 12550.147461
	Iteration 20F: 3 clusters Score -6276348 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -6276412.000000 Penalty: 12550.147461
	Iteration 21Q: 3 clusters Score -6276412 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -6276475.000000 Penalty: 12550.147461
	Iteration 22Q: 3 clusters Score -6276475 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -6276559.500000 Penalty: 12550.147461
	Iteration 23Q: 3 clusters Score -6276560 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -6276622.500000 Penalty: 12550.147461
	Iteration 24Q: 3 clusters Score -6276622 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -6276698.000000 Penalty: 12550.147461
	Iteration 25Q: 3 clusters Score -6276698 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -6276741.500000 Penalty: 12550.147461
	Iteration 26Q: 3 clusters Score -6276742 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -6276778.000000 Penalty: 12550.147461
	Iteration 27Q: 3 clusters Score -6276778 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -6276805.500000 Penalty: 12550.147461
	Iteration 28Q: 3 clusters Score -6276806 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -6276863.000000 Penalty: 12550.147461
	Iteration 29Q: 3 clusters Score -6276863 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -6276874.500000 Penalty: 12550.147461
	Iteration 30Q: 3 clusters Score -6276874 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -6276890.500000 Penalty: 12550.147461
	Iteration 31Q: 3 clusters Score -6276890 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -6276960.500000 Penalty: 12550.147461
	Iteration 32Q: 3 clusters Score -6276960 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -6277016.500000 Penalty: 12550.147461
	Iteration 33Q: 3 clusters Score -6277016 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -6277060.500000 Penalty: 12550.147461
	Iteration 34Q: 3 clusters Score -6277060 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -6277109.000000 Penalty: 12550.147461
	Iteration 35Q: 3 clusters Score -6277109 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -6277179.000000 Penalty: 12550.147461
	Iteration 36Q: 3 clusters Score -6277179 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -6277264.000000 Penalty: 12550.147461
	Iteration 37Q: 3 clusters Score -6277264 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -6277319.500000 Penalty: 12550.147461
	Iteration 38Q: 3 clusters Score -6277320 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -6277406.500000 Penalty: 12550.147461
	Iteration 39Q: 3 clusters Score -6277406 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -6277502.000000 Penalty: 12550.147461
	Iteration 40F: 3 clusters Score -6277502 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -6277599.000000 Penalty: 12550.147461
	Iteration 41Q: 3 clusters Score -6277599 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -6277706.000000 Penalty: 12550.147461
	Iteration 42Q: 3 clusters Score -6277706 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -6277828.000000 Penalty: 12550.147461
	Iteration 43Q: 3 clusters Score -6277828 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -6277940.000000 Penalty: 12550.147461
	Iteration 44Q: 3 clusters Score -6277940 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -6278011.500000 Penalty: 12550.147461
	Iteration 45Q: 3 clusters Score -6278012 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -6278106.500000 Penalty: 12550.147461
	Iteration 46Q: 3 clusters Score -6278106 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -6278223.000000 Penalty: 12550.147461
	Iteration 47Q: 3 clusters Score -6278223 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -6278389.500000 Penalty: 12550.147461
	Iteration 48Q: 3 clusters Score -6278390 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -6278535.000000 Penalty: 12550.147461
	Iteration 49Q: 3 clusters Score -6278535 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -6278681.000000 Penalty: 12550.147461
	Iteration 50Q: 3 clusters Score -6278681 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -6278843.500000 Penalty: 12550.147461
	Iteration 51Q: 3 clusters Score -6278844 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -6278962.000000 Penalty: 12550.147461
	Iteration 52Q: 3 clusters Score -6278962 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -6279074.500000 Penalty: 12550.147461
	Iteration 53Q: 3 clusters Score -6279074 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -6279194.000000 Penalty: 12550.147461
	Iteration 54Q: 3 clusters Score -6279194 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24799 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -6279268.500000 Penalty: 12550.147461
	Iteration 55Q: 3 clusters Score -6279268 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -6279333.000000 Penalty: 12550.147461
	Iteration 56Q: 3 clusters Score -6279333 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -6279370.500000 Penalty: 12550.147461
	Iteration 57Q: 3 clusters Score -6279370 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -6279400.000000 Penalty: 12550.147461
	Iteration 58Q: 3 clusters Score -6279400 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -6279439.500000 Penalty: 12550.147461
	Iteration 59Q: 3 clusters Score -6279440 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25217 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -6279462.000000 Penalty: 12550.147461
	Iteration 60F: 3 clusters Score -6279462 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -6279484.500000 Penalty: 12550.147461
	Iteration 61Q: 3 clusters Score -6279484 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -6279521.500000 Penalty: 12550.147461
	Iteration 62Q: 3 clusters Score -6279522 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25363 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -6279532.000000 Penalty: 12550.147461
	Iteration 63Q: 3 clusters Score -6279532 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -6279556.000000 Penalty: 12550.147461
	Iteration 64Q: 3 clusters Score -6279556 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -6279563.000000 Penalty: 12550.147461
	Iteration 65Q: 3 clusters Score -6279563 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -6279571.000000 Penalty: 12550.147461
	Iteration 66Q: 3 clusters Score -6279571 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25517 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -6279584.000000 Penalty: 12550.147461
	Iteration 67Q: 3 clusters Score -6279584 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -6279592.000000 Penalty: 12550.147461
	Iteration 68Q: 3 clusters Score -6279592 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -6279600.000000 Penalty: 12550.147461
	Iteration 69Q: 3 clusters Score -6279600 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -6279602.500000 Penalty: 12550.147461
	Iteration 70Q: 3 clusters Score -6279602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25616 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -6279604.500000 Penalty: 12550.147461
	Iteration 71Q: 3 clusters Score -6279604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -6279602.500000 Penalty: 12550.147461
	Iteration 72Q: 3 clusters Score -6279602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -6279609.500000 Penalty: 12550.147461
	Iteration 73Q: 3 clusters Score -6279610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -6279627.000000 Penalty: 12550.147461
	Iteration 74Q: 3 clusters Score -6279627 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -6279628.500000 Penalty: 12550.147461
	Iteration 75Q: 3 clusters Score -6279628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25677 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -6279632.000000 Penalty: 12550.147461
	Iteration 76Q: 3 clusters Score -6279632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25686 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -6279642.500000 Penalty: 12550.147461
	Iteration 77Q: 3 clusters Score -6279642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -6279644.500000 Penalty: 12550.147461
	Iteration 78Q: 3 clusters Score -6279644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -6279643.000000 Penalty: 12550.147461
	Iteration 79Q: 3 clusters Score -6279643 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -6279661.000000 Penalty: 12550.147461
	Iteration 80F: 3 clusters Score -6279661 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -6279664.500000 Penalty: 12550.147461
	Iteration 81Q: 3 clusters Score -6279664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -6279662.000000 Penalty: 12550.147461
	Iteration 82Q: 3 clusters Score -6279662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -6279664.500000 Penalty: 12550.147461
	Iteration 83Q: 3 clusters Score -6279664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25760 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -6279668.000000 Penalty: 12550.147461
	Iteration 84Q: 3 clusters Score -6279668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25765 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -6279656.500000 Penalty: 12550.147461
	Iteration 85Q: 3 clusters Score -6279656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -6279661.000000 Penalty: 12550.147461
	Iteration 86Q: 3 clusters Score -6279661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -6279664.500000 Penalty: 12550.147461
	Iteration 87Q: 3 clusters Score -6279664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -6279669.000000 Penalty: 12550.147461
	Iteration 88Q: 3 clusters Score -6279669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25779 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -6279670.500000 Penalty: 12550.147461
	Iteration 89Q: 3 clusters Score -6279670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -6279677.000000 Penalty: 12550.147461
	Iteration 90Q: 3 clusters Score -6279677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -6279675.500000 Penalty: 12550.147461
	Iteration 91Q: 3 clusters Score -6279676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -6279681.500000 Penalty: 12550.147461
	Iteration 92Q: 3 clusters Score -6279682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -6279681.500000 Penalty: 12550.147461
	Iteration 93F: 3 clusters Score -6279682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Entering Unmasked Estep 
Score: -3155599.500000 Penalty: 5881.707520
	Iteration 0F: 2 clusters Score -3155600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -3142363.000000 Penalty: 11763.415039
	Iteration 0F: 3 clusters Score -3142363 nChanged 5769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -3145663.500000 Penalty: 11763.415039
	Iteration 1F: 3 clusters Score -3145664 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -3146328.500000 Penalty: 11763.415039
	Iteration 2F: 3 clusters Score -3146328 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -3146788.500000 Penalty: 11763.415039
	Iteration 3F: 3 clusters Score -3146788 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -3147221.500000 Penalty: 11763.415039
	Iteration 4Q: 3 clusters Score -3147222 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -3147709.250000 Penalty: 11763.415039
	Iteration 5Q: 3 clusters Score -3147709 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -3148241.500000 Penalty: 11763.415039
	Iteration 6Q: 3 clusters Score -3148242 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -3148838.750000 Penalty: 11763.415039
	Iteration 7Q: 3 clusters Score -3148839 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -3149476.000000 Penalty: 11763.415039
	Iteration 8Q: 3 clusters Score -3149476 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -3150127.250000 Penalty: 11763.415039
	Iteration 9F: 3 clusters Score -3150127 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -3150695.250000 Penalty: 11763.415039
	Iteration 10Q: 3 clusters Score -3150695 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -3151190.750000 Penalty: 11763.415039
	Iteration 11Q: 3 clusters Score -3151191 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -3151611.750000 Penalty: 11763.415039
	Iteration 12Q: 3 clusters Score -3151612 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -3152048.000000 Penalty: 11763.415039
	Iteration 13Q: 3 clusters Score -3152048 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -3152473.500000 Penalty: 11763.415039
	Iteration 14Q: 3 clusters Score -3152474 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -3152811.000000 Penalty: 11763.415039
	Iteration 15Q: 3 clusters Score -3152811 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -3153033.500000 Penalty: 11763.415039
	Iteration 16Q: 3 clusters Score -3153034 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -3153149.250000 Penalty: 11763.415039
	Iteration 17Q: 3 clusters Score -3153149 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -3153207.750000 Penalty: 11763.415039
	Iteration 18Q: 3 clusters Score -3153208 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -3153249.750000 Penalty: 11763.415039
	Iteration 19Q: 3 clusters Score -3153250 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -3153254.500000 Penalty: 11763.415039
	Iteration 20F: 3 clusters Score -3153254 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -3153275.500000 Penalty: 11763.415039
	Iteration 21Q: 3 clusters Score -3153276 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -3153282.500000 Penalty: 11763.415039
	Iteration 22Q: 3 clusters Score -3153282 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -3153291.500000 Penalty: 11763.415039
	Iteration 23Q: 3 clusters Score -3153292 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -3153298.000000 Penalty: 11763.415039
	Iteration 24Q: 3 clusters Score -3153298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -3153306.500000 Penalty: 11763.415039
	Iteration 25Q: 3 clusters Score -3153306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -3153308.750000 Penalty: 11763.415039
	Iteration 26Q: 3 clusters Score -3153309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -3153309.500000 Penalty: 11763.415039
	Iteration 27Q: 3 clusters Score -3153310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -3153305.750000 Penalty: 11763.415039
	Iteration 28Q: 3 clusters Score -3153306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -3153310.250000 Penalty: 11763.415039
	Iteration 29Q: 3 clusters Score -3153310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -3153309.000000 Penalty: 11763.415039
	Iteration 30Q: 3 clusters Score -3153309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -3153308.500000 Penalty: 11763.415039
	Iteration 31Q: 3 clusters Score -3153308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -3153309.000000 Penalty: 11763.415039
	Iteration 32Q: 3 clusters Score -3153309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -3153309.000000 Penalty: 11763.415039
	Iteration 33F: 3 clusters Score -3153309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (40154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40154 members 
Entering Unmasked Estep 
Score: -8547949.000000 Penalty: 6492.792480
	Iteration 0F: 2 clusters Score -8547949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -8518505.000000 Penalty: 12985.584961
	Iteration 0F: 3 clusters Score -8518505 nChanged 17503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -8528604.000000 Penalty: 12985.584961
	Iteration 1F: 3 clusters Score -8528604 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -8530826.000000 Penalty: 12985.584961
	Iteration 2F: 3 clusters Score -8530826 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -8533351.000000 Penalty: 12985.584961
	Iteration 3F: 3 clusters Score -8533351 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -8535893.000000 Penalty: 12985.584961
	Iteration 4F: 3 clusters Score -8535893 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -8538165.000000 Penalty: 12985.584961
	Iteration 5F: 3 clusters Score -8538165 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -8540006.000000 Penalty: 12985.584961
	Iteration 6F: 3 clusters Score -8540006 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -8541317.000000 Penalty: 12985.584961
	Iteration 7F: 3 clusters Score -8541317 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -8542085.000000 Penalty: 12985.584961
	Iteration 8Q: 3 clusters Score -8542085 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -8542568.000000 Penalty: 12985.584961
	Iteration 9Q: 3 clusters Score -8542568 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -8542878.000000 Penalty: 12985.584961
	Iteration 10Q: 3 clusters Score -8542878 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -8543059.000000 Penalty: 12985.584961
	Iteration 11Q: 3 clusters Score -8543059 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -8543201.000000 Penalty: 12985.584961
	Iteration 12Q: 3 clusters Score -8543201 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -8543281.000000 Penalty: 12985.584961
	Iteration 13Q: 3 clusters Score -8543281 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -8543318.000000 Penalty: 12985.584961
	Iteration 14Q: 3 clusters Score -8543318 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -8543356.000000 Penalty: 12985.584961
	Iteration 15Q: 3 clusters Score -8543356 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -8543381.000000 Penalty: 12985.584961
	Iteration 16Q: 3 clusters Score -8543381 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 21919 members 
Entering Unmasked Estep 
Score: -8543405.000000 Penalty: 12985.584961
	Iteration 17Q: 3 clusters Score -8543405 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -8543396.000000 Penalty: 12985.584961
	Iteration 18Q: 3 clusters Score -8543396 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
Score: -8543421.000000 Penalty: 12985.584961
	Iteration 19Q: 3 clusters Score -8543421 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -8543428.000000 Penalty: 12985.584961
	Iteration 20F: 3 clusters Score -8543428 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -8543427.000000 Penalty: 12985.584961
	Iteration 21Q: 3 clusters Score -8543427 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -8543433.000000 Penalty: 12985.584961
	Iteration 22Q: 3 clusters Score -8543433 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -8543454.000000 Penalty: 12985.584961
	Iteration 23Q: 3 clusters Score -8543454 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -8543459.000000 Penalty: 12985.584961
	Iteration 24Q: 3 clusters Score -8543459 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -8543468.000000 Penalty: 12985.584961
	Iteration 25Q: 3 clusters Score -8543468 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -8543470.000000 Penalty: 12985.584961
	Iteration 26Q: 3 clusters Score -8543470 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -8543488.000000 Penalty: 12985.584961
	Iteration 27Q: 3 clusters Score -8543488 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -8543481.000000 Penalty: 12985.584961
	Iteration 28Q: 3 clusters Score -8543481 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -8543485.000000 Penalty: 12985.584961
	Iteration 29Q: 3 clusters Score -8543485 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -8543459.000000 Penalty: 12985.584961
	Iteration 30Q: 3 clusters Score -8543459 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 22275 members 
Entering Unmasked Estep 
Score: -8543455.000000 Penalty: 12985.584961
	Iteration 31Q: 3 clusters Score -8543455 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -8543464.000000 Penalty: 12985.584961
	Iteration 32Q: 3 clusters Score -8543464 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -8543472.000000 Penalty: 12985.584961
	Iteration 33Q: 3 clusters Score -8543472 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -8543472.000000 Penalty: 12985.584961
	Iteration 34Q: 3 clusters Score -8543472 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 22375 members 
Entering Unmasked Estep 
Score: -8543467.000000 Penalty: 12985.584961
	Iteration 35Q: 3 clusters Score -8543467 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -8543477.000000 Penalty: 12985.584961
	Iteration 36Q: 3 clusters Score -8543477 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -8543483.000000 Penalty: 12985.584961
	Iteration 37Q: 3 clusters Score -8543483 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -8543488.000000 Penalty: 12985.584961
	Iteration 38Q: 3 clusters Score -8543488 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -8543511.000000 Penalty: 12985.584961
	Iteration 39Q: 3 clusters Score -8543511 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -8543495.000000 Penalty: 12985.584961
	Iteration 40F: 3 clusters Score -8543495 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -8543515.000000 Penalty: 12985.584961
	Iteration 41Q: 3 clusters Score -8543515 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -8543516.000000 Penalty: 12985.584961
	Iteration 42Q: 3 clusters Score -8543516 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -8543518.000000 Penalty: 12985.584961
	Iteration 43Q: 3 clusters Score -8543518 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -8543524.000000 Penalty: 12985.584961
	Iteration 44Q: 3 clusters Score -8543524 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -8543520.000000 Penalty: 12985.584961
	Iteration 45Q: 3 clusters Score -8543520 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -8543529.000000 Penalty: 12985.584961
	Iteration 46Q: 3 clusters Score -8543529 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 22745 members 
Entering Unmasked Estep 
Score: -8543524.000000 Penalty: 12985.584961
	Iteration 47Q: 3 clusters Score -8543524 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -8543527.000000 Penalty: 12985.584961
	Iteration 48Q: 3 clusters Score -8543527 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -8543537.000000 Penalty: 12985.584961
	Iteration 49Q: 3 clusters Score -8543537 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -8543530.000000 Penalty: 12985.584961
	Iteration 50Q: 3 clusters Score -8543530 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -8543534.000000 Penalty: 12985.584961
	Iteration 51Q: 3 clusters Score -8543534 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -8543542.000000 Penalty: 12985.584961
	Iteration 52Q: 3 clusters Score -8543542 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -8543545.000000 Penalty: 12985.584961
	Iteration 53Q: 3 clusters Score -8543545 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -8543539.000000 Penalty: 12985.584961
	Iteration 54Q: 3 clusters Score -8543539 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -8543549.000000 Penalty: 12985.584961
	Iteration 55Q: 3 clusters Score -8543549 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -8543531.000000 Penalty: 12985.584961
	Iteration 56Q: 3 clusters Score -8543531 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -8543552.000000 Penalty: 12985.584961
	Iteration 57Q: 3 clusters Score -8543552 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -8543566.000000 Penalty: 12985.584961
	Iteration 58Q: 3 clusters Score -8543566 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -8543568.000000 Penalty: 12985.584961
	Iteration 59Q: 3 clusters Score -8543568 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -8543589.000000 Penalty: 12985.584961
	Iteration 60F: 3 clusters Score -8543589 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -8543579.000000 Penalty: 12985.584961
	Iteration 61Q: 3 clusters Score -8543579 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -8543593.000000 Penalty: 12985.584961
	Iteration 62Q: 3 clusters Score -8543593 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -8543619.000000 Penalty: 12985.584961
	Iteration 63Q: 3 clusters Score -8543619 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -8543602.000000 Penalty: 12985.584961
	Iteration 64Q: 3 clusters Score -8543602 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -8543598.000000 Penalty: 12985.584961
	Iteration 65Q: 3 clusters Score -8543598 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -8543579.000000 Penalty: 12985.584961
	Iteration 66Q: 3 clusters Score -8543579 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -8543601.000000 Penalty: 12985.584961
	Iteration 67Q: 3 clusters Score -8543601 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -8543631.000000 Penalty: 12985.584961
	Iteration 68Q: 3 clusters Score -8543631 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -8543618.000000 Penalty: 12985.584961
	Iteration 69Q: 3 clusters Score -8543618 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -8543625.000000 Penalty: 12985.584961
	Iteration 70Q: 3 clusters Score -8543625 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -8543627.000000 Penalty: 12985.584961
	Iteration 71Q: 3 clusters Score -8543627 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -8543647.000000 Penalty: 12985.584961
	Iteration 72Q: 3 clusters Score -8543647 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -8543637.000000 Penalty: 12985.584961
	Iteration 73Q: 3 clusters Score -8543637 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -8543654.000000 Penalty: 12985.584961
	Iteration 74Q: 3 clusters Score -8543654 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -8543660.000000 Penalty: 12985.584961
	Iteration 75Q: 3 clusters Score -8543660 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -8543669.000000 Penalty: 12985.584961
	Iteration 76Q: 3 clusters Score -8543669 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 24113 members 
Entering Unmasked Estep 
Score: -8543665.000000 Penalty: 12985.584961
	Iteration 77Q: 3 clusters Score -8543665 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -8543658.000000 Penalty: 12985.584961
	Iteration 78Q: 3 clusters Score -8543658 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -8543692.000000 Penalty: 12985.584961
	Iteration 79Q: 3 clusters Score -8543692 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -8543685.000000 Penalty: 12985.584961
	Iteration 80F: 3 clusters Score -8543685 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -8543694.000000 Penalty: 12985.584961
	Iteration 81Q: 3 clusters Score -8543694 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -8543685.000000 Penalty: 12985.584961
	Iteration 82Q: 3 clusters Score -8543685 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -8543692.000000 Penalty: 12985.584961
	Iteration 83Q: 3 clusters Score -8543692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -8543697.000000 Penalty: 12985.584961
	Iteration 84Q: 3 clusters Score -8543697 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -8543699.000000 Penalty: 12985.584961
	Iteration 85Q: 3 clusters Score -8543699 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -8543695.000000 Penalty: 12985.584961
	Iteration 86Q: 3 clusters Score -8543695 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -8543704.000000 Penalty: 12985.584961
	Iteration 87Q: 3 clusters Score -8543704 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -8543696.000000 Penalty: 12985.584961
	Iteration 88Q: 3 clusters Score -8543696 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -8543699.000000 Penalty: 12985.584961
	Iteration 89Q: 3 clusters Score -8543699 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 24426 members 
Entering Unmasked Estep 
Score: -8543701.000000 Penalty: 12985.584961
	Iteration 90Q: 3 clusters Score -8543701 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
Score: -8543695.000000 Penalty: 12985.584961
	Iteration 91Q: 3 clusters Score -8543695 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
Score: -8543712.000000 Penalty: 12985.584961
	Iteration 92Q: 3 clusters Score -8543712 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -8543702.000000 Penalty: 12985.584961
	Iteration 93Q: 3 clusters Score -8543702 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -8543713.000000 Penalty: 12985.584961
	Iteration 94Q: 3 clusters Score -8543713 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -8543712.000000 Penalty: 12985.584961
	Iteration 95Q: 3 clusters Score -8543712 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -8543716.000000 Penalty: 12985.584961
	Iteration 96Q: 3 clusters Score -8543716 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -8543716.000000 Penalty: 12985.584961
	Iteration 97Q: 3 clusters Score -8543716 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -8543721.000000 Penalty: 12985.584961
	Iteration 98Q: 3 clusters Score -8543721 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -8543725.000000 Penalty: 12985.584961
	Iteration 99Q: 3 clusters Score -8543725 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 24673 members 
Entering Unmasked Estep 
Score: -8543725.000000 Penalty: 12985.584961
	Iteration 100F: 3 clusters Score -8543725 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -8543733.000000 Penalty: 12985.584961
	Iteration 101Q: 3 clusters Score -8543733 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -8543732.000000 Penalty: 12985.584961
	Iteration 102Q: 3 clusters Score -8543732 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -8543751.000000 Penalty: 12985.584961
	Iteration 103Q: 3 clusters Score -8543751 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -8543764.000000 Penalty: 12985.584961
	Iteration 104Q: 3 clusters Score -8543764 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -8543760.000000 Penalty: 12985.584961
	Iteration 105Q: 3 clusters Score -8543760 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -8543750.000000 Penalty: 12985.584961
	Iteration 106Q: 3 clusters Score -8543750 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -8543758.000000 Penalty: 12985.584961
	Iteration 107Q: 3 clusters Score -8543758 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -8543767.000000 Penalty: 12985.584961
	Iteration 108Q: 3 clusters Score -8543767 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -8543775.000000 Penalty: 12985.584961
	Iteration 109Q: 3 clusters Score -8543775 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -8543792.000000 Penalty: 12985.584961
	Iteration 110Q: 3 clusters Score -8543792 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -8543816.000000 Penalty: 12985.584961
	Iteration 111Q: 3 clusters Score -8543816 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -8543816.000000 Penalty: 12985.584961
	Iteration 112Q: 3 clusters Score -8543816 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -8543813.000000 Penalty: 12985.584961
	Iteration 113Q: 3 clusters Score -8543813 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 25226 members 
Entering Unmasked Estep 
Score: -8543824.000000 Penalty: 12985.584961
	Iteration 114Q: 3 clusters Score -8543824 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -8543840.000000 Penalty: 12985.584961
	Iteration 115Q: 3 clusters Score -8543840 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
Score: -8543847.000000 Penalty: 12985.584961
	Iteration 116Q: 3 clusters Score -8543847 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -8543865.000000 Penalty: 12985.584961
	Iteration 117Q: 3 clusters Score -8543865 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 25401 members 
Entering Unmasked Estep 
Score: -8543880.000000 Penalty: 12985.584961
	Iteration 118Q: 3 clusters Score -8543880 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -8543866.000000 Penalty: 12985.584961
	Iteration 119Q: 3 clusters Score -8543866 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -8543879.000000 Penalty: 12985.584961
	Iteration 120F: 3 clusters Score -8543879 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 25480 members 
Entering Unmasked Estep 
Score: -8543886.000000 Penalty: 12985.584961
	Iteration 121Q: 3 clusters Score -8543886 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -8543894.000000 Penalty: 12985.584961
	Iteration 122Q: 3 clusters Score -8543894 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -8543899.000000 Penalty: 12985.584961
	Iteration 123Q: 3 clusters Score -8543899 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -8543880.000000 Penalty: 12985.584961
	Iteration 124Q: 3 clusters Score -8543880 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 25603 members 
Entering Unmasked Estep 
Score: -8543896.000000 Penalty: 12985.584961
	Iteration 125Q: 3 clusters Score -8543896 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
Score: -8543883.000000 Penalty: 12985.584961
	Iteration 126Q: 3 clusters Score -8543883 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -8543879.000000 Penalty: 12985.584961
	Iteration 127Q: 3 clusters Score -8543879 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -8543886.000000 Penalty: 12985.584961
	Iteration 128Q: 3 clusters Score -8543886 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -8543885.000000 Penalty: 12985.584961
	Iteration 129Q: 3 clusters Score -8543885 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -8543877.000000 Penalty: 12985.584961
	Iteration 130Q: 3 clusters Score -8543877 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 25740 members 
Entering Unmasked Estep 
Score: -8543901.000000 Penalty: 12985.584961
	Iteration 131Q: 3 clusters Score -8543901 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 25764 members 
Entering Unmasked Estep 
Score: -8543894.000000 Penalty: 12985.584961
	Iteration 132Q: 3 clusters Score -8543894 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 25787 members 
Entering Unmasked Estep 
Score: -8543913.000000 Penalty: 12985.584961
	Iteration 133Q: 3 clusters Score -8543913 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -8543918.000000 Penalty: 12985.584961
	Iteration 134Q: 3 clusters Score -8543918 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 25815 members 
Entering Unmasked Estep 
Score: -8543916.000000 Penalty: 12985.584961
	Iteration 135Q: 3 clusters Score -8543916 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -8543917.000000 Penalty: 12985.584961
	Iteration 136Q: 3 clusters Score -8543917 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -8543934.000000 Penalty: 12985.584961
	Iteration 137Q: 3 clusters Score -8543934 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -8543935.000000 Penalty: 12985.584961
	Iteration 138Q: 3 clusters Score -8543935 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
Score: -8543941.000000 Penalty: 12985.584961
	Iteration 139Q: 3 clusters Score -8543941 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 25986 members 
Entering Unmasked Estep 
Score: -8543951.000000 Penalty: 12985.584961
	Iteration 140F: 3 clusters Score -8543951 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -8543959.000000 Penalty: 12985.584961
	Iteration 141Q: 3 clusters Score -8543959 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -8543956.000000 Penalty: 12985.584961
	Iteration 142Q: 3 clusters Score -8543956 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 26076 members 
Entering Unmasked Estep 
Score: -8543956.000000 Penalty: 12985.584961
	Iteration 143Q: 3 clusters Score -8543956 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -8543965.000000 Penalty: 12985.584961
	Iteration 144Q: 3 clusters Score -8543965 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 26131 members 
Entering Unmasked Estep 
Score: -8543974.000000 Penalty: 12985.584961
	Iteration 145Q: 3 clusters Score -8543974 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -8543964.000000 Penalty: 12985.584961
	Iteration 146Q: 3 clusters Score -8543964 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -8543955.000000 Penalty: 12985.584961
	Iteration 147Q: 3 clusters Score -8543955 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 26206 members 
Entering Unmasked Estep 
Score: -8543954.000000 Penalty: 12985.584961
	Iteration 148Q: 3 clusters Score -8543954 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 26227 members 
Entering Unmasked Estep 
Score: -8543956.000000 Penalty: 12985.584961
	Iteration 149Q: 3 clusters Score -8543956 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -8543956.000000 Penalty: 12985.584961
	Iteration 150Q: 3 clusters Score -8543956 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -8543968.000000 Penalty: 12985.584961
	Iteration 151Q: 3 clusters Score -8543968 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -8543972.000000 Penalty: 12985.584961
	Iteration 152Q: 3 clusters Score -8543972 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -8543978.000000 Penalty: 12985.584961
	Iteration 153Q: 3 clusters Score -8543978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -8543976.000000 Penalty: 12985.584961
	Iteration 154Q: 3 clusters Score -8543976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -8543979.000000 Penalty: 12985.584961
	Iteration 155Q: 3 clusters Score -8543979 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -8543986.000000 Penalty: 12985.584961
	Iteration 156Q: 3 clusters Score -8543986 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 26383 members 
Entering Unmasked Estep 
Score: -8543975.000000 Penalty: 12985.584961
	Iteration 157Q: 3 clusters Score -8543975 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 26399 members 
Entering Unmasked Estep 
Score: -8543966.000000 Penalty: 12985.584961
	Iteration 158Q: 3 clusters Score -8543966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 26418 members 
Entering Unmasked Estep 
Score: -8543972.000000 Penalty: 12985.584961
	Iteration 159Q: 3 clusters Score -8543972 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 26442 members 
Entering Unmasked Estep 
Score: -8543978.000000 Penalty: 12985.584961
	Iteration 160F: 3 clusters Score -8543978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -8543976.000000 Penalty: 12985.584961
	Iteration 161Q: 3 clusters Score -8543976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -8543988.000000 Penalty: 12985.584961
	Iteration 162Q: 3 clusters Score -8543988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 26485 members 
Entering Unmasked Estep 
Score: -8543992.000000 Penalty: 12985.584961
	Iteration 163Q: 3 clusters Score -8543992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
Score: -8544001.000000 Penalty: 12985.584961
	Iteration 164Q: 3 clusters Score -8544001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -8543998.000000 Penalty: 12985.584961
	Iteration 165Q: 3 clusters Score -8543998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -8544004.000000 Penalty: 12985.584961
	Iteration 166Q: 3 clusters Score -8544004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 26523 members 
Entering Unmasked Estep 
Score: -8543992.000000 Penalty: 12985.584961
	Iteration 167Q: 3 clusters Score -8543992 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -8543987.000000 Penalty: 12985.584961
	Iteration 168Q: 3 clusters Score -8543987 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -8543988.000000 Penalty: 12985.584961
	Iteration 169Q: 3 clusters Score -8543988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 26558 members 
Entering Unmasked Estep 
Score: -8543994.000000 Penalty: 12985.584961
	Iteration 170Q: 3 clusters Score -8543994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -8543997.000000 Penalty: 12985.584961
	Iteration 171Q: 3 clusters Score -8543997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 26570 members 
Entering Unmasked Estep 
Score: -8543996.000000 Penalty: 12985.584961
	Iteration 172Q: 3 clusters Score -8543996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 26575 members 
Entering Unmasked Estep 
Score: -8544011.000000 Penalty: 12985.584961
	Iteration 173Q: 3 clusters Score -8544011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 26578 members 
Entering Unmasked Estep 
Score: -8544003.000000 Penalty: 12985.584961
	Iteration 174Q: 3 clusters Score -8544003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -8544007.000000 Penalty: 12985.584961
	Iteration 175Q: 3 clusters Score -8544007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 26583 members 
Entering Unmasked Estep 
Score: -8544001.000000 Penalty: 12985.584961
	Iteration 176Q: 3 clusters Score -8544001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -8544010.000000 Penalty: 12985.584961
	Iteration 177Q: 3 clusters Score -8544010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -8543997.000000 Penalty: 12985.584961
	Iteration 178Q: 3 clusters Score -8543997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -8543991.000000 Penalty: 12985.584961
	Iteration 179Q: 3 clusters Score -8543991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -8543986.000000 Penalty: 12985.584961
	Iteration 180F: 3 clusters Score -8543986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 26602 members 
Entering Unmasked Estep 
Score: -8543992.000000 Penalty: 12985.584961
	Iteration 181Q: 3 clusters Score -8543992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 26608 members 
Entering Unmasked Estep 
Score: -8543988.000000 Penalty: 12985.584961
	Iteration 182Q: 3 clusters Score -8543988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 26615 members 
Entering Unmasked Estep 
Score: -8543978.000000 Penalty: 12985.584961
	Iteration 183Q: 3 clusters Score -8543978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 26623 members 
Entering Unmasked Estep 
Score: -8543981.000000 Penalty: 12985.584961
	Iteration 184Q: 3 clusters Score -8543981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 26625 members 
Entering Unmasked Estep 
Score: -8543981.000000 Penalty: 12985.584961
	Iteration 185Q: 3 clusters Score -8543981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -8543983.000000 Penalty: 12985.584961
	Iteration 186Q: 3 clusters Score -8543983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 26628 members 
Entering Unmasked Estep 
Score: -8543984.000000 Penalty: 12985.584961
	Iteration 187Q: 3 clusters Score -8543984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 26628 members 
Entering Unmasked Estep 
Score: -8543984.000000 Penalty: 12985.584961
	Iteration 188F: 3 clusters Score -8543984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5842 members 
Entering Unmasked Estep 
Score: -1252944.875000 Penalty: 5312.107422
	Iteration 0F: 2 clusters Score -1252945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1245427.750000 Penalty: 10624.214844
	Iteration 0F: 3 clusters Score -1245428 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1246779.125000 Penalty: 10624.214844
	Iteration 1F: 3 clusters Score -1246779 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1247249.875000 Penalty: 10624.214844
	Iteration 2F: 3 clusters Score -1247250 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1247585.375000 Penalty: 10624.214844
	Iteration 3F: 3 clusters Score -1247585 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1247873.625000 Penalty: 10624.214844
	Iteration 4Q: 3 clusters Score -1247874 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1248136.875000 Penalty: 10624.214844
	Iteration 5Q: 3 clusters Score -1248137 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1248365.250000 Penalty: 10624.214844
	Iteration 6Q: 3 clusters Score -1248365 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1248599.500000 Penalty: 10624.214844
	Iteration 7Q: 3 clusters Score -1248600 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1248803.000000 Penalty: 10624.214844
	Iteration 8Q: 3 clusters Score -1248803 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1248988.500000 Penalty: 10624.214844
	Iteration 9Q: 3 clusters Score -1248988 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1249157.250000 Penalty: 10624.214844
	Iteration 10Q: 3 clusters Score -1249157 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1249303.375000 Penalty: 10624.214844
	Iteration 11Q: 3 clusters Score -1249303 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1249420.500000 Penalty: 10624.214844
	Iteration 12Q: 3 clusters Score -1249420 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1249524.250000 Penalty: 10624.214844
	Iteration 13Q: 3 clusters Score -1249524 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1249603.500000 Penalty: 10624.214844
	Iteration 14Q: 3 clusters Score -1249604 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1249653.500000 Penalty: 10624.214844
	Iteration 15Q: 3 clusters Score -1249654 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1249683.875000 Penalty: 10624.214844
	Iteration 16Q: 3 clusters Score -1249684 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1249709.750000 Penalty: 10624.214844
	Iteration 17Q: 3 clusters Score -1249710 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1249722.875000 Penalty: 10624.214844
	Iteration 18Q: 3 clusters Score -1249723 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1249736.625000 Penalty: 10624.214844
	Iteration 19Q: 3 clusters Score -1249737 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1249745.000000 Penalty: 10624.214844
	Iteration 20F: 3 clusters Score -1249745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1249754.000000 Penalty: 10624.214844
	Iteration 21Q: 3 clusters Score -1249754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1249756.875000 Penalty: 10624.214844
	Iteration 22Q: 3 clusters Score -1249757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1249760.250000 Penalty: 10624.214844
	Iteration 23Q: 3 clusters Score -1249760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1249766.375000 Penalty: 10624.214844
	Iteration 24Q: 3 clusters Score -1249766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1249768.375000 Penalty: 10624.214844
	Iteration 25Q: 3 clusters Score -1249768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1249768.125000 Penalty: 10624.214844
	Iteration 26Q: 3 clusters Score -1249768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1249771.375000 Penalty: 10624.214844
	Iteration 27Q: 3 clusters Score -1249771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1249772.125000 Penalty: 10624.214844
	Iteration 28Q: 3 clusters Score -1249772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1249775.625000 Penalty: 10624.214844
	Iteration 29Q: 3 clusters Score -1249776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1249776.500000 Penalty: 10624.214844
	Iteration 30Q: 3 clusters Score -1249776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1249782.000000 Penalty: 10624.214844
	Iteration 31Q: 3 clusters Score -1249782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1249781.500000 Penalty: 10624.214844
	Iteration 32Q: 3 clusters Score -1249782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1249784.500000 Penalty: 10624.214844
	Iteration 33Q: 3 clusters Score -1249784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1249785.500000 Penalty: 10624.214844
	Iteration 34Q: 3 clusters Score -1249786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1249785.875000 Penalty: 10624.214844
	Iteration 35Q: 3 clusters Score -1249786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1249786.750000 Penalty: 10624.214844
	Iteration 36Q: 3 clusters Score -1249787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1249787.500000 Penalty: 10624.214844
	Iteration 37Q: 3 clusters Score -1249788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1249789.250000 Penalty: 10624.214844
	Iteration 38Q: 3 clusters Score -1249789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1249788.125000 Penalty: 10624.214844
	Iteration 39Q: 3 clusters Score -1249788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1249788.375000 Penalty: 10624.214844
	Iteration 40F: 3 clusters Score -1249788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (35568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35568 members 
Entering Unmasked Estep 
Score: -8060819.500000 Penalty: 6418.510742
	Iteration 0F: 2 clusters Score -8060820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -8034425.000000 Penalty: 12837.021484
	Iteration 0F: 3 clusters Score -8034425 nChanged 15227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -8042361.000000 Penalty: 12837.021484
	Iteration 1F: 3 clusters Score -8042361 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -8043157.000000 Penalty: 12837.021484
	Iteration 2F: 3 clusters Score -8043157 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -8043778.500000 Penalty: 12837.021484
	Iteration 3Q: 3 clusters Score -8043778 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -8044315.500000 Penalty: 12837.021484
	Iteration 4Q: 3 clusters Score -8044316 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -8044833.500000 Penalty: 12837.021484
	Iteration 5Q: 3 clusters Score -8044834 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -8045356.000000 Penalty: 12837.021484
	Iteration 6Q: 3 clusters Score -8045356 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -8045910.000000 Penalty: 12837.021484
	Iteration 7Q: 3 clusters Score -8045910 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -8046555.500000 Penalty: 12837.021484
	Iteration 8Q: 3 clusters Score -8046556 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -8047418.000000 Penalty: 12837.021484
	Iteration 9Q: 3 clusters Score -8047418 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -8048304.500000 Penalty: 12837.021484
	Iteration 10Q: 3 clusters Score -8048304 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -8049378.000000 Penalty: 12837.021484
	Iteration 11Q: 3 clusters Score -8049378 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27456 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -8050551.000000 Penalty: 12837.021484
	Iteration 12Q: 3 clusters Score -8050551 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28971 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -8051690.500000 Penalty: 12837.021484
	Iteration 13Q: 3 clusters Score -8051690 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30300 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -8052726.500000 Penalty: 12837.021484
	Iteration 14Q: 3 clusters Score -8052726 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -8053538.000000 Penalty: 12837.021484
	Iteration 15Q: 3 clusters Score -8053538 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32154 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -8054151.500000 Penalty: 12837.021484
	Iteration 16Q: 3 clusters Score -8054152 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32752 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -8054589.000000 Penalty: 12837.021484
	Iteration 17Q: 3 clusters Score -8054589 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33142 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -8054860.000000 Penalty: 12837.021484
	Iteration 18Q: 3 clusters Score -8054860 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33425 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -8055066.500000 Penalty: 12837.021484
	Iteration 19Q: 3 clusters Score -8055066 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33618 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -8055180.000000 Penalty: 12837.021484
	Iteration 20F: 3 clusters Score -8055180 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33737 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -8055270.500000 Penalty: 12837.021484
	Iteration 21Q: 3 clusters Score -8055270 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33813 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -8055328.500000 Penalty: 12837.021484
	Iteration 22Q: 3 clusters Score -8055328 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33865 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -8055379.000000 Penalty: 12837.021484
	Iteration 23Q: 3 clusters Score -8055379 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33910 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -8055408.500000 Penalty: 12837.021484
	Iteration 24Q: 3 clusters Score -8055408 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33952 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -8055444.000000 Penalty: 12837.021484
	Iteration 25Q: 3 clusters Score -8055444 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33984 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -8055473.500000 Penalty: 12837.021484
	Iteration 26Q: 3 clusters Score -8055474 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34008 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -8055488.500000 Penalty: 12837.021484
	Iteration 27Q: 3 clusters Score -8055488 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34033 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -8055496.000000 Penalty: 12837.021484
	Iteration 28Q: 3 clusters Score -8055496 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34050 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -8055509.500000 Penalty: 12837.021484
	Iteration 29Q: 3 clusters Score -8055510 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34065 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -8055521.500000 Penalty: 12837.021484
	Iteration 30Q: 3 clusters Score -8055522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34079 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -8055529.000000 Penalty: 12837.021484
	Iteration 31Q: 3 clusters Score -8055529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34083 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -8055529.500000 Penalty: 12837.021484
	Iteration 32Q: 3 clusters Score -8055530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34091 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -8055539.000000 Penalty: 12837.021484
	Iteration 33Q: 3 clusters Score -8055539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34097 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -8055548.000000 Penalty: 12837.021484
	Iteration 34Q: 3 clusters Score -8055548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34103 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -8055541.500000 Penalty: 12837.021484
	Iteration 35Q: 3 clusters Score -8055542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -8055539.000000 Penalty: 12837.021484
	Iteration 36Q: 3 clusters Score -8055539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -8055539.000000 Penalty: 12837.021484
	Iteration 37F: 3 clusters Score -8055539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Entering Unmasked Estep 
Score: -247148.468750 Penalty: 4311.791992
	Iteration 0F: 2 clusters Score -247148.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -242875.937500 Penalty: 8623.583984
	Iteration 0F: 3 clusters Score -242875.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -243219.750000 Penalty: 8623.583984
	Iteration 1F: 3 clusters Score -243219.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -243320.437500 Penalty: 8623.583984
	Iteration 2Q: 3 clusters Score -243320.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -243356.281250 Penalty: 8623.583984
	Iteration 3Q: 3 clusters Score -243356.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -243384.843750 Penalty: 8623.583984
	Iteration 4Q: 3 clusters Score -243384.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -243409.843750 Penalty: 8623.583984
	Iteration 5Q: 3 clusters Score -243409.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -243426.250000 Penalty: 8623.583984
	Iteration 6Q: 3 clusters Score -243426.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -243433.000000 Penalty: 8623.583984
	Iteration 7Q: 3 clusters Score -243433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -243442.796875 Penalty: 8623.583984
	Iteration 8Q: 3 clusters Score -243442.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -243450.671875 Penalty: 8623.583984
	Iteration 9Q: 3 clusters Score -243450.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -243455.515625 Penalty: 8623.583984
	Iteration 10Q: 3 clusters Score -243455.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -243457.640625 Penalty: 8623.583984
	Iteration 11Q: 3 clusters Score -243457.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -243460.312500 Penalty: 8623.583984
	Iteration 12Q: 3 clusters Score -243460.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -243461.500000 Penalty: 8623.583984
	Iteration 13Q: 3 clusters Score -243461.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -243461.500000 Penalty: 8623.583984
	Iteration 14F: 3 clusters Score -243461.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Entering Unmasked Estep 
Score: -251936.734375 Penalty: 4377.397949
	Iteration 0F: 2 clusters Score -251936.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -247696.140625 Penalty: 8754.795898
	Iteration 0F: 3 clusters Score -247696.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -248223.000000 Penalty: 8754.795898
	Iteration 1F: 3 clusters Score -248223 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -248431.031250 Penalty: 8754.795898
	Iteration 2F: 3 clusters Score -248431 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -248578.578125 Penalty: 8754.795898
	Iteration 3Q: 3 clusters Score -248578.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -248752.000000 Penalty: 8754.795898
	Iteration 4Q: 3 clusters Score -248752 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -249058.718750 Penalty: 8754.795898
	Iteration 5Q: 3 clusters Score -249058.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -249444.125000 Penalty: 8754.795898
	Iteration 6Q: 3 clusters Score -249444.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -249668.265625 Penalty: 8754.795898
	Iteration 7Q: 3 clusters Score -249668.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -249906.875000 Penalty: 8754.795898
	Iteration 8Q: 3 clusters Score -249906.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -250498.046875 Penalty: 8754.795898
	Iteration 9Q: 3 clusters Score -250498 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -250794.250000 Penalty: 8754.795898
	Iteration 10Q: 3 clusters Score -250794.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -250920.812500 Penalty: 8754.795898
	Iteration 11Q: 3 clusters Score -250920.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -250997.390625 Penalty: 8754.795898
	Iteration 12Q: 3 clusters Score -250997.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -251080.937500 Penalty: 8754.795898
	Iteration 13Q: 3 clusters Score -251080.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -251139.875000 Penalty: 8754.795898
	Iteration 14Q: 3 clusters Score -251139.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -251194.437500 Penalty: 8754.795898
	Iteration 15Q: 3 clusters Score -251194.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -251234.421875 Penalty: 8754.795898
	Iteration 16Q: 3 clusters Score -251234.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -251257.578125 Penalty: 8754.795898
	Iteration 17Q: 3 clusters Score -251257.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -251260.625000 Penalty: 8754.795898
	Iteration 18Q: 3 clusters Score -251260.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -251263.078125 Penalty: 8754.795898
	Iteration 19Q: 3 clusters Score -251263.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -251266.343750 Penalty: 8754.795898
	Iteration 20F: 3 clusters Score -251266.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -251290.375000 Penalty: 8754.795898
	Iteration 21Q: 3 clusters Score -251290.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -251299.000000 Penalty: 8754.795898
	Iteration 22Q: 3 clusters Score -251299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -251307.484375 Penalty: 8754.795898
	Iteration 23Q: 3 clusters Score -251307.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -251307.484375 Penalty: 8754.795898
	Iteration 24F: 3 clusters Score -251307.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (44643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44643 members 
Entering Unmasked Estep 
Score: -10055268.000000 Penalty: 6557.702148
	Iteration 0F: 2 clusters Score -1.005527e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 22275 members 
Entering Unmasked Estep 
Score: -10022985.000000 Penalty: 13115.404297
	Iteration 0F: 3 clusters Score -1.002298e+07 nChanged 19384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -10033552.000000 Penalty: 13115.404297
	Iteration 1F: 3 clusters Score -1.003355e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -10034548.000000 Penalty: 13115.404297
	Iteration 2F: 3 clusters Score -1.003455e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -10035550.000000 Penalty: 13115.404297
	Iteration 3Q: 3 clusters Score -1.003555e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -10036365.000000 Penalty: 13115.404297
	Iteration 4Q: 3 clusters Score -1.003636e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -10037094.000000 Penalty: 13115.404297
	Iteration 5Q: 3 clusters Score -1.003709e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -10037715.000000 Penalty: 13115.404297
	Iteration 6Q: 3 clusters Score -1.003772e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -10038253.000000 Penalty: 13115.404297
	Iteration 7Q: 3 clusters Score -1.003825e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -10038753.000000 Penalty: 13115.404297
	Iteration 8Q: 3 clusters Score -1.003875e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -10039126.000000 Penalty: 13115.404297
	Iteration 9Q: 3 clusters Score -1.003913e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -10039592.000000 Penalty: 13115.404297
	Iteration 10Q: 3 clusters Score -1.003959e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -10039922.000000 Penalty: 13115.404297
	Iteration 11Q: 3 clusters Score -1.003992e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -10040223.000000 Penalty: 13115.404297
	Iteration 12Q: 3 clusters Score -1.004022e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -10040576.000000 Penalty: 13115.404297
	Iteration 13Q: 3 clusters Score -1.004058e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -10040901.000000 Penalty: 13115.404297
	Iteration 14Q: 3 clusters Score -1.00409e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -10041229.000000 Penalty: 13115.404297
	Iteration 15Q: 3 clusters Score -1.004123e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -10041602.000000 Penalty: 13115.404297
	Iteration 16Q: 3 clusters Score -1.00416e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 24956 members 
Entering Unmasked Estep 
Score: -10042021.000000 Penalty: 13115.404297
	Iteration 17Q: 3 clusters Score -1.004202e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 25590 members 
Entering Unmasked Estep 
Score: -10042475.000000 Penalty: 13115.404297
	Iteration 18Q: 3 clusters Score -1.004248e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -10043102.000000 Penalty: 13115.404297
	Iteration 19Q: 3 clusters Score -1.00431e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -10043611.000000 Penalty: 13115.404297
	Iteration 20F: 3 clusters Score -1.004361e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -10044081.000000 Penalty: 13115.404297
	Iteration 21Q: 3 clusters Score -1.004408e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -10044394.000000 Penalty: 13115.404297
	Iteration 22Q: 3 clusters Score -1.004439e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 29379 members 
Entering Unmasked Estep 
Score: -10044693.000000 Penalty: 13115.404297
	Iteration 23Q: 3 clusters Score -1.004469e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 30105 members 
Entering Unmasked Estep 
Score: -10045038.000000 Penalty: 13115.404297
	Iteration 24Q: 3 clusters Score -1.004504e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 30808 members 
Entering Unmasked Estep 
Score: -10045244.000000 Penalty: 13115.404297
	Iteration 25Q: 3 clusters Score -1.004524e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 31443 members 
Entering Unmasked Estep 
Score: -10045469.000000 Penalty: 13115.404297
	Iteration 26Q: 3 clusters Score -1.004547e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
Score: -10045726.000000 Penalty: 13115.404297
	Iteration 27Q: 3 clusters Score -1.004573e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 32777 members 
Entering Unmasked Estep 
Score: -10045924.000000 Penalty: 13115.404297
	Iteration 28Q: 3 clusters Score -1.004592e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 33450 members 
Entering Unmasked Estep 
Score: -10046173.000000 Penalty: 13115.404297
	Iteration 29Q: 3 clusters Score -1.004617e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 34124 members 
Entering Unmasked Estep 
Score: -10046448.000000 Penalty: 13115.404297
	Iteration 30Q: 3 clusters Score -1.004645e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 34828 members 
Entering Unmasked Estep 
Score: -10046745.000000 Penalty: 13115.404297
	Iteration 31Q: 3 clusters Score -1.004674e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 35565 members 
Entering Unmasked Estep 
Score: -10047066.000000 Penalty: 13115.404297
	Iteration 32Q: 3 clusters Score -1.004707e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 36321 members 
Entering Unmasked Estep 
Score: -10047337.000000 Penalty: 13115.404297
	Iteration 33Q: 3 clusters Score -1.004734e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 37049 members 
Entering Unmasked Estep 
Score: -10047648.000000 Penalty: 13115.404297
	Iteration 34Q: 3 clusters Score -1.004765e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 37785 members 
Entering Unmasked Estep 
Score: -10047997.000000 Penalty: 13115.404297
	Iteration 35Q: 3 clusters Score -1.0048e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 38527 members 
Entering Unmasked Estep 
Score: -10048394.000000 Penalty: 13115.404297
	Iteration 36Q: 3 clusters Score -1.004839e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 39216 members 
Entering Unmasked Estep 
Score: -10048762.000000 Penalty: 13115.404297
	Iteration 37Q: 3 clusters Score -1.004876e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 39835 members 
Entering Unmasked Estep 
Score: -10049126.000000 Penalty: 13115.404297
	Iteration 38Q: 3 clusters Score -1.004913e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 40405 members 
Entering Unmasked Estep 
Score: -10049465.000000 Penalty: 13115.404297
	Iteration 39Q: 3 clusters Score -1.004946e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 40875 members 
Entering Unmasked Estep 
Score: -10049757.000000 Penalty: 13115.404297
	Iteration 40F: 3 clusters Score -1.004976e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 41271 members 
Entering Unmasked Estep 
Score: -10049967.000000 Penalty: 13115.404297
	Iteration 41Q: 3 clusters Score -1.004997e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 41574 members 
Entering Unmasked Estep 
Score: -10050141.000000 Penalty: 13115.404297
	Iteration 42Q: 3 clusters Score -1.005014e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 41803 members 
Entering Unmasked Estep 
Score: -10050305.000000 Penalty: 13115.404297
	Iteration 43Q: 3 clusters Score -1.00503e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 41987 members 
Entering Unmasked Estep 
Score: -10050410.000000 Penalty: 13115.404297
	Iteration 44Q: 3 clusters Score -1.005041e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 42132 members 
Entering Unmasked Estep 
Score: -10050489.000000 Penalty: 13115.404297
	Iteration 45Q: 3 clusters Score -1.005049e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 42265 members 
Entering Unmasked Estep 
Score: -10050551.000000 Penalty: 13115.404297
	Iteration 46Q: 3 clusters Score -1.005055e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 42379 members 
Entering Unmasked Estep 
Score: -10050594.000000 Penalty: 13115.404297
	Iteration 47Q: 3 clusters Score -1.005059e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 42463 members 
Entering Unmasked Estep 
Score: -10050626.000000 Penalty: 13115.404297
	Iteration 48Q: 3 clusters Score -1.005063e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 42534 members 
Entering Unmasked Estep 
Score: -10050649.000000 Penalty: 13115.404297
	Iteration 49Q: 3 clusters Score -1.005065e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 42590 members 
Entering Unmasked Estep 
Score: -10050678.000000 Penalty: 13115.404297
	Iteration 50Q: 3 clusters Score -1.005068e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 42644 members 
Entering Unmasked Estep 
Score: -10050709.000000 Penalty: 13115.404297
	Iteration 51Q: 3 clusters Score -1.005071e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 42679 members 
Entering Unmasked Estep 
Score: -10050742.000000 Penalty: 13115.404297
	Iteration 52Q: 3 clusters Score -1.005074e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 42720 members 
Entering Unmasked Estep 
Score: -10050780.000000 Penalty: 13115.404297
	Iteration 53Q: 3 clusters Score -1.005078e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 42756 members 
Entering Unmasked Estep 
Score: -10050803.000000 Penalty: 13115.404297
	Iteration 54Q: 3 clusters Score -1.00508e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 42787 members 
Entering Unmasked Estep 
Score: -10050833.000000 Penalty: 13115.404297
	Iteration 55Q: 3 clusters Score -1.005083e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 42805 members 
Entering Unmasked Estep 
Score: -10050856.000000 Penalty: 13115.404297
	Iteration 56Q: 3 clusters Score -1.005086e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 42826 members 
Entering Unmasked Estep 
Score: -10050874.000000 Penalty: 13115.404297
	Iteration 57Q: 3 clusters Score -1.005087e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 42845 members 
Entering Unmasked Estep 
Score: -10050885.000000 Penalty: 13115.404297
	Iteration 58Q: 3 clusters Score -1.005088e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 42858 members 
Entering Unmasked Estep 
Score: -10050904.000000 Penalty: 13115.404297
	Iteration 59Q: 3 clusters Score -1.00509e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 42868 members 
Entering Unmasked Estep 
Score: -10050905.000000 Penalty: 13115.404297
	Iteration 60F: 3 clusters Score -1.00509e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 42875 members 
Entering Unmasked Estep 
Score: -10050922.000000 Penalty: 13115.404297
	Iteration 61Q: 3 clusters Score -1.005092e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 42879 members 
Entering Unmasked Estep 
Score: -10050919.000000 Penalty: 13115.404297
	Iteration 62Q: 3 clusters Score -1.005092e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 42889 members 
Entering Unmasked Estep 
Score: -10050909.000000 Penalty: 13115.404297
	Iteration 63Q: 3 clusters Score -1.005091e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 42895 members 
Entering Unmasked Estep 
Score: -10050928.000000 Penalty: 13115.404297
	Iteration 64Q: 3 clusters Score -1.005093e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 42901 members 
Entering Unmasked Estep 
Score: -10050927.000000 Penalty: 13115.404297
	Iteration 65Q: 3 clusters Score -1.005093e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 42910 members 
Entering Unmasked Estep 
Score: -10050937.000000 Penalty: 13115.404297
	Iteration 66Q: 3 clusters Score -1.005094e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 42920 members 
Entering Unmasked Estep 
Score: -10050914.000000 Penalty: 13115.404297
	Iteration 67Q: 3 clusters Score -1.005091e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 42929 members 
Entering Unmasked Estep 
Score: -10050926.000000 Penalty: 13115.404297
	Iteration 68Q: 3 clusters Score -1.005093e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 42937 members 
Entering Unmasked Estep 
Score: -10050937.000000 Penalty: 13115.404297
	Iteration 69Q: 3 clusters Score -1.005094e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 42951 members 
Entering Unmasked Estep 
Score: -10050965.000000 Penalty: 13115.404297
	Iteration 70Q: 3 clusters Score -1.005096e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 42959 members 
Entering Unmasked Estep 
Score: -10050966.000000 Penalty: 13115.404297
	Iteration 71Q: 3 clusters Score -1.005097e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 42968 members 
Entering Unmasked Estep 
Score: -10050960.000000 Penalty: 13115.404297
	Iteration 72Q: 3 clusters Score -1.005096e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 42980 members 
Entering Unmasked Estep 
Score: -10050975.000000 Penalty: 13115.404297
	Iteration 73Q: 3 clusters Score -1.005098e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 42986 members 
Entering Unmasked Estep 
Score: -10050967.000000 Penalty: 13115.404297
	Iteration 74Q: 3 clusters Score -1.005097e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 42985 members 
Entering Unmasked Estep 
Score: -10050962.000000 Penalty: 13115.404297
	Iteration 75Q: 3 clusters Score -1.005096e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 42988 members 
Entering Unmasked Estep 
Score: -10050974.000000 Penalty: 13115.404297
	Iteration 76Q: 3 clusters Score -1.005097e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 42992 members 
Entering Unmasked Estep 
Score: -10050977.000000 Penalty: 13115.404297
	Iteration 77Q: 3 clusters Score -1.005098e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 42995 members 
Entering Unmasked Estep 
Score: -10050982.000000 Penalty: 13115.404297
	Iteration 78Q: 3 clusters Score -1.005098e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 42997 members 
Entering Unmasked Estep 
Score: -10050991.000000 Penalty: 13115.404297
	Iteration 79Q: 3 clusters Score -1.005099e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 42998 members 
Entering Unmasked Estep 
Score: -10050992.000000 Penalty: 13115.404297
	Iteration 80F: 3 clusters Score -1.005099e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 43000 members 
Entering Unmasked Estep 
Score: -10050996.000000 Penalty: 13115.404297
	Iteration 81Q: 3 clusters Score -1.0051e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 43001 members 
Entering Unmasked Estep 
Score: -10050998.000000 Penalty: 13115.404297
	Iteration 82Q: 3 clusters Score -1.0051e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 43003 members 
Entering Unmasked Estep 
Score: -10050997.000000 Penalty: 13115.404297
	Iteration 83Q: 3 clusters Score -1.0051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 43004 members 
Entering Unmasked Estep 
Score: -10050994.000000 Penalty: 13115.404297
	Iteration 84Q: 3 clusters Score -1.005099e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 43005 members 
Entering Unmasked Estep 
Score: -10050992.000000 Penalty: 13115.404297
	Iteration 85Q: 3 clusters Score -1.005099e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 43005 members 
Entering Unmasked Estep 
Score: -10050992.000000 Penalty: 13115.404297
	Iteration 86F: 3 clusters Score -1.005099e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Entering Unmasked Estep 
Score: -249915.906250 Penalty: 4365.712402
	Iteration 0F: 2 clusters Score -249915.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -245553.375000 Penalty: 8731.424805
	Iteration 0F: 3 clusters Score -245553.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -246041.546875 Penalty: 8731.424805
	Iteration 1F: 3 clusters Score -246041.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -246438.062500 Penalty: 8731.424805
	Iteration 2F: 3 clusters Score -246438.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -246941.171875 Penalty: 8731.424805
	Iteration 3F: 3 clusters Score -246941.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -247157.359375 Penalty: 8731.424805
	Iteration 4Q: 3 clusters Score -247157.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -247234.812500 Penalty: 8731.424805
	Iteration 5Q: 3 clusters Score -247234.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -247289.328125 Penalty: 8731.424805
	Iteration 6Q: 3 clusters Score -247289.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -247335.437500 Penalty: 8731.424805
	Iteration 7Q: 3 clusters Score -247335.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -247361.578125 Penalty: 8731.424805
	Iteration 8Q: 3 clusters Score -247361.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -247392.031250 Penalty: 8731.424805
	Iteration 9Q: 3 clusters Score -247392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -247419.468750 Penalty: 8731.424805
	Iteration 10Q: 3 clusters Score -247419.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -247456.375000 Penalty: 8731.424805
	Iteration 11Q: 3 clusters Score -247456.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -247542.953125 Penalty: 8731.424805
	Iteration 12Q: 3 clusters Score -247543 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -247676.609375 Penalty: 8731.424805
	Iteration 13Q: 3 clusters Score -247676.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -247741.703125 Penalty: 8731.424805
	Iteration 14Q: 3 clusters Score -247741.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -247808.843750 Penalty: 8731.424805
	Iteration 15Q: 3 clusters Score -247808.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -247827.781250 Penalty: 8731.424805
	Iteration 16Q: 3 clusters Score -247827.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -247843.156250 Penalty: 8731.424805
	Iteration 17Q: 3 clusters Score -247843.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -247860.921875 Penalty: 8731.424805
	Iteration 18Q: 3 clusters Score -247860.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -247875.812500 Penalty: 8731.424805
	Iteration 19Q: 3 clusters Score -247875.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -247889.156250 Penalty: 8731.424805
	Iteration 20F: 3 clusters Score -247889.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -247893.046875 Penalty: 8731.424805
	Iteration 21Q: 3 clusters Score -247893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -247898.687500 Penalty: 8731.424805
	Iteration 22Q: 3 clusters Score -247898.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -247901.343750 Penalty: 8731.424805
	Iteration 23Q: 3 clusters Score -247901.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -247905.890625 Penalty: 8731.424805
	Iteration 24Q: 3 clusters Score -247905.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -247909.515625 Penalty: 8731.424805
	Iteration 25Q: 3 clusters Score -247909.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -247913.000000 Penalty: 8731.424805
	Iteration 26Q: 3 clusters Score -247913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -247915.656250 Penalty: 8731.424805
	Iteration 27Q: 3 clusters Score -247915.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -247915.656250 Penalty: 8731.424805
	Iteration 28F: 3 clusters Score -247915.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (63586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63586 members 
Entering Unmasked Estep 
Score: -14266425.000000 Penalty: 6774.340820
	Iteration 0F: 2 clusters Score -1.426642e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 31799 members 
Entering Unmasked Estep 
Score: -14221802.000000 Penalty: 13548.681641
	Iteration 0F: 3 clusters Score -1.42218e+07 nChanged 28523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Mstep: Class 2 contains 31874 members 
Entering Unmasked Estep 
Score: -14237397.000000 Penalty: 13548.681641
	Iteration 1F: 3 clusters Score -1.42374e+07 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 31905 members 
Entering Unmasked Estep 
Score: -14238480.000000 Penalty: 13548.681641
	Iteration 2Q: 3 clusters Score -1.423848e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31645 members 
Mstep: Class 2 contains 31941 members 
Entering Unmasked Estep 
Score: -14239283.000000 Penalty: 13548.681641
	Iteration 3Q: 3 clusters Score -1.423928e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31488 members 
Mstep: Class 2 contains 32098 members 
Entering Unmasked Estep 
Score: -14239991.000000 Penalty: 13548.681641
	Iteration 4Q: 3 clusters Score -1.423999e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31199 members 
Mstep: Class 2 contains 32387 members 
Entering Unmasked Estep 
Score: -14240636.000000 Penalty: 13548.681641
	Iteration 5Q: 3 clusters Score -1.424064e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30768 members 
Mstep: Class 2 contains 32818 members 
Entering Unmasked Estep 
Score: -14241212.000000 Penalty: 13548.681641
	Iteration 6Q: 3 clusters Score -1.424121e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 33446 members 
Entering Unmasked Estep 
Score: -14242038.000000 Penalty: 13548.681641
	Iteration 7Q: 3 clusters Score -1.424204e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 34329 members 
Entering Unmasked Estep 
Score: -14243013.000000 Penalty: 13548.681641
	Iteration 8Q: 3 clusters Score -1.424301e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28088 members 
Mstep: Class 2 contains 35498 members 
Entering Unmasked Estep 
Score: -14244196.000000 Penalty: 13548.681641
	Iteration 9Q: 3 clusters Score -1.42442e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 36981 members 
Entering Unmasked Estep 
Score: -14245795.000000 Penalty: 13548.681641
	Iteration 10Q: 3 clusters Score -1.42458e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 38680 members 
Entering Unmasked Estep 
Score: -14247586.000000 Penalty: 13548.681641
	Iteration 11F: 3 clusters Score -1.424759e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 40435 members 
Entering Unmasked Estep 
Score: -14249439.000000 Penalty: 13548.681641
	Iteration 12F: 3 clusters Score -1.424944e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 42130 members 
Entering Unmasked Estep 
Score: -14250950.000000 Penalty: 13548.681641
	Iteration 13Q: 3 clusters Score -1.425095e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 43764 members 
Entering Unmasked Estep 
Score: -14252321.000000 Penalty: 13548.681641
	Iteration 14Q: 3 clusters Score -1.425232e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 45309 members 
Entering Unmasked Estep 
Score: -14253258.000000 Penalty: 13548.681641
	Iteration 15Q: 3 clusters Score -1.425326e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 46769 members 
Entering Unmasked Estep 
Score: -14253991.000000 Penalty: 13548.681641
	Iteration 16Q: 3 clusters Score -1.425399e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 48105 members 
Entering Unmasked Estep 
Score: -14254548.000000 Penalty: 13548.681641
	Iteration 17Q: 3 clusters Score -1.425455e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 49362 members 
Entering Unmasked Estep 
Score: -14254973.000000 Penalty: 13548.681641
	Iteration 18Q: 3 clusters Score -1.425497e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 50560 members 
Entering Unmasked Estep 
Score: -14255425.000000 Penalty: 13548.681641
	Iteration 19Q: 3 clusters Score -1.425542e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 51718 members 
Entering Unmasked Estep 
Score: -14255904.000000 Penalty: 13548.681641
	Iteration 20F: 3 clusters Score -1.42559e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 52922 members 
Entering Unmasked Estep 
Score: -14256413.000000 Penalty: 13548.681641
	Iteration 21Q: 3 clusters Score -1.425641e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 54094 members 
Entering Unmasked Estep 
Score: -14256910.000000 Penalty: 13548.681641
	Iteration 22Q: 3 clusters Score -1.425691e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 55166 members 
Entering Unmasked Estep 
Score: -14257392.000000 Penalty: 13548.681641
	Iteration 23Q: 3 clusters Score -1.425739e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 56206 members 
Entering Unmasked Estep 
Score: -14257848.000000 Penalty: 13548.681641
	Iteration 24Q: 3 clusters Score -1.425785e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 57109 members 
Entering Unmasked Estep 
Score: -14258284.000000 Penalty: 13548.681641
	Iteration 25Q: 3 clusters Score -1.425828e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 57927 members 
Entering Unmasked Estep 
Score: -14258720.000000 Penalty: 13548.681641
	Iteration 26Q: 3 clusters Score -1.425872e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 58566 members 
Entering Unmasked Estep 
Score: -14259032.000000 Penalty: 13548.681641
	Iteration 27Q: 3 clusters Score -1.425903e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 59133 members 
Entering Unmasked Estep 
Score: -14259316.000000 Penalty: 13548.681641
	Iteration 28Q: 3 clusters Score -1.425932e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 59610 members 
Entering Unmasked Estep 
Score: -14259584.000000 Penalty: 13548.681641
	Iteration 29Q: 3 clusters Score -1.425958e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 60009 members 
Entering Unmasked Estep 
Score: -14259763.000000 Penalty: 13548.681641
	Iteration 30Q: 3 clusters Score -1.425976e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 60354 members 
Entering Unmasked Estep 
Score: -14259952.000000 Penalty: 13548.681641
	Iteration 31Q: 3 clusters Score -1.425995e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 60603 members 
Entering Unmasked Estep 
Score: -14260095.000000 Penalty: 13548.681641
	Iteration 32Q: 3 clusters Score -1.42601e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 60811 members 
Entering Unmasked Estep 
Score: -14260189.000000 Penalty: 13548.681641
	Iteration 33Q: 3 clusters Score -1.426019e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 61007 members 
Entering Unmasked Estep 
Score: -14260317.000000 Penalty: 13548.681641
	Iteration 34Q: 3 clusters Score -1.426032e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 61167 members 
Entering Unmasked Estep 
Score: -14260379.000000 Penalty: 13548.681641
	Iteration 35Q: 3 clusters Score -1.426038e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 61298 members 
Entering Unmasked Estep 
Score: -14260492.000000 Penalty: 13548.681641
	Iteration 36Q: 3 clusters Score -1.426049e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 61403 members 
Entering Unmasked Estep 
Score: -14260540.000000 Penalty: 13548.681641
	Iteration 37Q: 3 clusters Score -1.426054e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 61490 members 
Entering Unmasked Estep 
Score: -14260590.000000 Penalty: 13548.681641
	Iteration 38Q: 3 clusters Score -1.426059e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 61552 members 
Entering Unmasked Estep 
Score: -14260633.000000 Penalty: 13548.681641
	Iteration 39Q: 3 clusters Score -1.426063e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 61596 members 
Entering Unmasked Estep 
Score: -14260656.000000 Penalty: 13548.681641
	Iteration 40F: 3 clusters Score -1.426066e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 61633 members 
Entering Unmasked Estep 
Score: -14260679.000000 Penalty: 13548.681641
	Iteration 41Q: 3 clusters Score -1.426068e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 61662 members 
Entering Unmasked Estep 
Score: -14260695.000000 Penalty: 13548.681641
	Iteration 42Q: 3 clusters Score -1.42607e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 61694 members 
Entering Unmasked Estep 
Score: -14260704.000000 Penalty: 13548.681641
	Iteration 43Q: 3 clusters Score -1.42607e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 61715 members 
Entering Unmasked Estep 
Score: -14260728.000000 Penalty: 13548.681641
	Iteration 44Q: 3 clusters Score -1.426073e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 61742 members 
Entering Unmasked Estep 
Score: -14260737.000000 Penalty: 13548.681641
	Iteration 45Q: 3 clusters Score -1.426074e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 61759 members 
Entering Unmasked Estep 
Score: -14260756.000000 Penalty: 13548.681641
	Iteration 46Q: 3 clusters Score -1.426076e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 61776 members 
Entering Unmasked Estep 
Score: -14260764.000000 Penalty: 13548.681641
	Iteration 47Q: 3 clusters Score -1.426076e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 61789 members 
Entering Unmasked Estep 
Score: -14260756.000000 Penalty: 13548.681641
	Iteration 48Q: 3 clusters Score -1.426076e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 61801 members 
Entering Unmasked Estep 
Score: -14260763.000000 Penalty: 13548.681641
	Iteration 49Q: 3 clusters Score -1.426076e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 61810 members 
Entering Unmasked Estep 
Score: -14260791.000000 Penalty: 13548.681641
	Iteration 50Q: 3 clusters Score -1.426079e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 61825 members 
Entering Unmasked Estep 
Score: -14260795.000000 Penalty: 13548.681641
	Iteration 51Q: 3 clusters Score -1.42608e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 61837 members 
Entering Unmasked Estep 
Score: -14260794.000000 Penalty: 13548.681641
	Iteration 52Q: 3 clusters Score -1.426079e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 61850 members 
Entering Unmasked Estep 
Score: -14260792.000000 Penalty: 13548.681641
	Iteration 53Q: 3 clusters Score -1.426079e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 61857 members 
Entering Unmasked Estep 
Score: -14260803.000000 Penalty: 13548.681641
	Iteration 54Q: 3 clusters Score -1.42608e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 61860 members 
Entering Unmasked Estep 
Score: -14260800.000000 Penalty: 13548.681641
	Iteration 55Q: 3 clusters Score -1.42608e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 61866 members 
Entering Unmasked Estep 
Score: -14260801.000000 Penalty: 13548.681641
	Iteration 56Q: 3 clusters Score -1.42608e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 61871 members 
Entering Unmasked Estep 
Score: -14260813.000000 Penalty: 13548.681641
	Iteration 57Q: 3 clusters Score -1.426081e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 61878 members 
Entering Unmasked Estep 
Score: -14260819.000000 Penalty: 13548.681641
	Iteration 58Q: 3 clusters Score -1.426082e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 61883 members 
Entering Unmasked Estep 
Score: -14260815.000000 Penalty: 13548.681641
	Iteration 59Q: 3 clusters Score -1.426082e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 61884 members 
Entering Unmasked Estep 
Score: -14260824.000000 Penalty: 13548.681641
	Iteration 60F: 3 clusters Score -1.426082e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 61885 members 
Entering Unmasked Estep 
Score: -14260833.000000 Penalty: 13548.681641
	Iteration 61Q: 3 clusters Score -1.426083e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 61887 members 
Entering Unmasked Estep 
Score: -14260832.000000 Penalty: 13548.681641
	Iteration 62Q: 3 clusters Score -1.426083e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 61890 members 
Entering Unmasked Estep 
Score: -14260825.000000 Penalty: 13548.681641
	Iteration 63Q: 3 clusters Score -1.426082e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 61890 members 
Entering Unmasked Estep 
Score: -14260825.000000 Penalty: 13548.681641
	Iteration 64F: 3 clusters Score -1.426082e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Entering Unmasked Estep 
Score: -3039456.750000 Penalty: 5829.307617
	Iteration 0F: 2 clusters Score -3039457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -3027002.500000 Penalty: 11658.615234
	Iteration 0F: 3 clusters Score -3027002 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -3029874.250000 Penalty: 11658.615234
	Iteration 1F: 3 clusters Score -3029874 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -3030670.250000 Penalty: 11658.615234
	Iteration 2F: 3 clusters Score -3030670 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -3031437.000000 Penalty: 11658.615234
	Iteration 3F: 3 clusters Score -3031437 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -3032029.250000 Penalty: 11658.615234
	Iteration 4F: 3 clusters Score -3032029 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -3032578.500000 Penalty: 11658.615234
	Iteration 5F: 3 clusters Score -3032578 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -3033115.750000 Penalty: 11658.615234
	Iteration 6F: 3 clusters Score -3033116 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -3033670.750000 Penalty: 11658.615234
	Iteration 7Q: 3 clusters Score -3033671 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -3034154.750000 Penalty: 11658.615234
	Iteration 8Q: 3 clusters Score -3034155 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -3034535.750000 Penalty: 11658.615234
	Iteration 9Q: 3 clusters Score -3034536 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -3034848.250000 Penalty: 11658.615234
	Iteration 10Q: 3 clusters Score -3034848 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -3035077.000000 Penalty: 11658.615234
	Iteration 11Q: 3 clusters Score -3035077 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -3035299.000000 Penalty: 11658.615234
	Iteration 12Q: 3 clusters Score -3035299 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -3035515.000000 Penalty: 11658.615234
	Iteration 13Q: 3 clusters Score -3035515 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -3035735.500000 Penalty: 11658.615234
	Iteration 14Q: 3 clusters Score -3035736 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -3035930.000000 Penalty: 11658.615234
	Iteration 15Q: 3 clusters Score -3035930 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -3036133.750000 Penalty: 11658.615234
	Iteration 16Q: 3 clusters Score -3036134 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -3036302.000000 Penalty: 11658.615234
	Iteration 17Q: 3 clusters Score -3036302 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -3036444.750000 Penalty: 11658.615234
	Iteration 18Q: 3 clusters Score -3036445 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -3036559.000000 Penalty: 11658.615234
	Iteration 19Q: 3 clusters Score -3036559 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -3036653.250000 Penalty: 11658.615234
	Iteration 20F: 3 clusters Score -3036653 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -3036708.250000 Penalty: 11658.615234
	Iteration 21Q: 3 clusters Score -3036708 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -3036752.000000 Penalty: 11658.615234
	Iteration 22Q: 3 clusters Score -3036752 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -3036765.250000 Penalty: 11658.615234
	Iteration 23Q: 3 clusters Score -3036765 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -3036771.500000 Penalty: 11658.615234
	Iteration 24Q: 3 clusters Score -3036772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -3036781.500000 Penalty: 11658.615234
	Iteration 25Q: 3 clusters Score -3036782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -3036786.500000 Penalty: 11658.615234
	Iteration 26Q: 3 clusters Score -3036786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -3036781.250000 Penalty: 11658.615234
	Iteration 27Q: 3 clusters Score -3036781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -3036785.500000 Penalty: 11658.615234
	Iteration 28Q: 3 clusters Score -3036786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -3036785.500000 Penalty: 11658.615234
	Iteration 29Q: 3 clusters Score -3036786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -3036786.500000 Penalty: 11658.615234
	Iteration 30Q: 3 clusters Score -3036786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -3036787.250000 Penalty: 11658.615234
	Iteration 31Q: 3 clusters Score -3036787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -3036787.500000 Penalty: 11658.615234
	Iteration 32Q: 3 clusters Score -3036788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -3036783.750000 Penalty: 11658.615234
	Iteration 33Q: 3 clusters Score -3036784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -3036787.250000 Penalty: 11658.615234
	Iteration 34Q: 3 clusters Score -3036787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -3036787.750000 Penalty: 11658.615234
	Iteration 35Q: 3 clusters Score -3036788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -3036787.750000 Penalty: 11658.615234
	Iteration 36Q: 3 clusters Score -3036788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -3036787.750000 Penalty: 11658.615234
	Iteration 37F: 3 clusters Score -3036788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (70106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70106 members 
Entering Unmasked Estep 
Score: -15664494.000000 Penalty: 6834.130371
	Iteration 0F: 2 clusters Score -1.566449e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34856 members 
Mstep: Class 2 contains 35250 members 
Entering Unmasked Estep 
Score: -15615732.000000 Penalty: 13668.260742
	Iteration 0F: 3 clusters Score -1.561573e+07 nChanged 31359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33467 members 
Mstep: Class 2 contains 36639 members 
Entering Unmasked Estep 
Score: -15632687.000000 Penalty: 13668.260742
	Iteration 1F: 3 clusters Score -1.563269e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32299 members 
Mstep: Class 2 contains 37807 members 
Entering Unmasked Estep 
Score: -15634143.000000 Penalty: 13668.260742
	Iteration 2Q: 3 clusters Score -1.563414e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30659 members 
Mstep: Class 2 contains 39447 members 
Entering Unmasked Estep 
Score: -15635565.000000 Penalty: 13668.260742
	Iteration 3Q: 3 clusters Score -1.563556e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28508 members 
Mstep: Class 2 contains 41598 members 
Entering Unmasked Estep 
Score: -15637063.000000 Penalty: 13668.260742
	Iteration 4Q: 3 clusters Score -1.563706e+07 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 44249 members 
Entering Unmasked Estep 
Score: -15639236.000000 Penalty: 13668.260742
	Iteration 5F: 3 clusters Score -1.563924e+07 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 47447 members 
Entering Unmasked Estep 
Score: -15641792.000000 Penalty: 13668.260742
	Iteration 6F: 3 clusters Score -1.564179e+07 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 51069 members 
Entering Unmasked Estep 
Score: -15644680.000000 Penalty: 13668.260742
	Iteration 7F: 3 clusters Score -1.564468e+07 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 54872 members 
Entering Unmasked Estep 
Score: -15647514.000000 Penalty: 13668.260742
	Iteration 8F: 3 clusters Score -1.564751e+07 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 58533 members 
Entering Unmasked Estep 
Score: -15650232.000000 Penalty: 13668.260742
	Iteration 9F: 3 clusters Score -1.565023e+07 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 61661 members 
Entering Unmasked Estep 
Score: -15652589.000000 Penalty: 13668.260742
	Iteration 10Q: 3 clusters Score -1.565259e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 64168 members 
Entering Unmasked Estep 
Score: -15654544.000000 Penalty: 13668.260742
	Iteration 11Q: 3 clusters Score -1.565454e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 66027 members 
Entering Unmasked Estep 
Score: -15656001.000000 Penalty: 13668.260742
	Iteration 12Q: 3 clusters Score -1.5656e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 67224 members 
Entering Unmasked Estep 
Score: -15656960.000000 Penalty: 13668.260742
	Iteration 13Q: 3 clusters Score -1.565696e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 67974 members 
Entering Unmasked Estep 
Score: -15657604.000000 Penalty: 13668.260742
	Iteration 14Q: 3 clusters Score -1.56576e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 68389 members 
Entering Unmasked Estep 
Score: -15657984.000000 Penalty: 13668.260742
	Iteration 15Q: 3 clusters Score -1.565798e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 68637 members 
Entering Unmasked Estep 
Score: -15658232.000000 Penalty: 13668.260742
	Iteration 16Q: 3 clusters Score -1.565823e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 68782 members 
Entering Unmasked Estep 
Score: -15658399.000000 Penalty: 13668.260742
	Iteration 17Q: 3 clusters Score -1.56584e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 68880 members 
Entering Unmasked Estep 
Score: -15658499.000000 Penalty: 13668.260742
	Iteration 18Q: 3 clusters Score -1.56585e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 68947 members 
Entering Unmasked Estep 
Score: -15658538.000000 Penalty: 13668.260742
	Iteration 19Q: 3 clusters Score -1.565854e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 68989 members 
Entering Unmasked Estep 
Score: -15658578.000000 Penalty: 13668.260742
	Iteration 20F: 3 clusters Score -1.565858e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 69018 members 
Entering Unmasked Estep 
Score: -15658604.000000 Penalty: 13668.260742
	Iteration 21Q: 3 clusters Score -1.56586e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 69035 members 
Entering Unmasked Estep 
Score: -15658633.000000 Penalty: 13668.260742
	Iteration 22Q: 3 clusters Score -1.565863e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 69053 members 
Entering Unmasked Estep 
Score: -15658660.000000 Penalty: 13668.260742
	Iteration 23Q: 3 clusters Score -1.565866e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 69063 members 
Entering Unmasked Estep 
Score: -15658658.000000 Penalty: 13668.260742
	Iteration 24Q: 3 clusters Score -1.565866e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 69076 members 
Entering Unmasked Estep 
Score: -15658689.000000 Penalty: 13668.260742
	Iteration 25Q: 3 clusters Score -1.565869e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 69084 members 
Entering Unmasked Estep 
Score: -15658687.000000 Penalty: 13668.260742
	Iteration 26Q: 3 clusters Score -1.565869e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 69091 members 
Entering Unmasked Estep 
Score: -15658704.000000 Penalty: 13668.260742
	Iteration 27Q: 3 clusters Score -1.56587e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 69096 members 
Entering Unmasked Estep 
Score: -15658694.000000 Penalty: 13668.260742
	Iteration 28Q: 3 clusters Score -1.565869e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 69098 members 
Entering Unmasked Estep 
Score: -15658691.000000 Penalty: 13668.260742
	Iteration 29Q: 3 clusters Score -1.565869e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 69098 members 
Entering Unmasked Estep 
Score: -15658691.000000 Penalty: 13668.260742
	Iteration 30F: 3 clusters Score -1.565869e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Entering Unmasked Estep 
Score: -399666.718750 Penalty: 4586.922363
	Iteration 0F: 2 clusters Score -399666.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -394800.406250 Penalty: 9173.844727
	Iteration 0F: 3 clusters Score -394800.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -395351.781250 Penalty: 9173.844727
	Iteration 1F: 3 clusters Score -395351.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -395513.468750 Penalty: 9173.844727
	Iteration 2F: 3 clusters Score -395513.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -395592.781250 Penalty: 9173.844727
	Iteration 3Q: 3 clusters Score -395592.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -395636.281250 Penalty: 9173.844727
	Iteration 4Q: 3 clusters Score -395636.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -395653.031250 Penalty: 9173.844727
	Iteration 5Q: 3 clusters Score -395653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -395665.062500 Penalty: 9173.844727
	Iteration 6Q: 3 clusters Score -395665.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -395675.062500 Penalty: 9173.844727
	Iteration 7Q: 3 clusters Score -395675.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -395679.562500 Penalty: 9173.844727
	Iteration 8Q: 3 clusters Score -395679.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -395682.062500 Penalty: 9173.844727
	Iteration 9Q: 3 clusters Score -395682.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -395682.062500 Penalty: 9173.844727
	Iteration 10F: 3 clusters Score -395682.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Entering Unmasked Estep 
Score: -217823.078125 Penalty: 4304.230469
	Iteration 0F: 2 clusters Score -217823.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -213822.984375 Penalty: 8608.460938
	Iteration 0F: 3 clusters Score -213823 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -214414.640625 Penalty: 8608.460938
	Iteration 1F: 3 clusters Score -214414.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -214712.656250 Penalty: 8608.460938
	Iteration 2F: 3 clusters Score -214712.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -214975.031250 Penalty: 8608.460938
	Iteration 3F: 3 clusters Score -214975 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -215154.265625 Penalty: 8608.460938
	Iteration 4F: 3 clusters Score -215154.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -215261.937500 Penalty: 8608.460938
	Iteration 5Q: 3 clusters Score -215261.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -215329.328125 Penalty: 8608.460938
	Iteration 6Q: 3 clusters Score -215329.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -215357.343750 Penalty: 8608.460938
	Iteration 7Q: 3 clusters Score -215357.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -215369.500000 Penalty: 8608.460938
	Iteration 8Q: 3 clusters Score -215369.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -215385.234375 Penalty: 8608.460938
	Iteration 9Q: 3 clusters Score -215385.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -215404.781250 Penalty: 8608.460938
	Iteration 10Q: 3 clusters Score -215404.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -215432.218750 Penalty: 8608.460938
	Iteration 11Q: 3 clusters Score -215432.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -215450.984375 Penalty: 8608.460938
	Iteration 12Q: 3 clusters Score -215451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -215456.468750 Penalty: 8608.460938
	Iteration 13Q: 3 clusters Score -215456.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -215461.656250 Penalty: 8608.460938
	Iteration 14Q: 3 clusters Score -215461.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -215470.843750 Penalty: 8608.460938
	Iteration 15Q: 3 clusters Score -215470.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -215470.843750 Penalty: 8608.460938
	Iteration 16F: 3 clusters Score -215470.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Entering Unmasked Estep 
Score: -60644.996094 Penalty: 3591.474121
	Iteration 0F: 2 clusters Score -60645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -57813.800781 Penalty: 7182.948242
	Iteration 0F: 3 clusters Score -57813.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -58030.730469 Penalty: 7182.948242
	Iteration 1F: 3 clusters Score -58030.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -58080.218750 Penalty: 7182.948242
	Iteration 2Q: 3 clusters Score -58080.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -58098.160156 Penalty: 7182.948242
	Iteration 3Q: 3 clusters Score -58098.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -58112.992188 Penalty: 7182.948242
	Iteration 4Q: 3 clusters Score -58112.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -58156.253906 Penalty: 7182.948242
	Iteration 5Q: 3 clusters Score -58156.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -58188.542969 Penalty: 7182.948242
	Iteration 6Q: 3 clusters Score -58188.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -58207.937500 Penalty: 7182.948242
	Iteration 7Q: 3 clusters Score -58207.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -58218.800781 Penalty: 7182.948242
	Iteration 8Q: 3 clusters Score -58218.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -58223.015625 Penalty: 7182.948242
	Iteration 9Q: 3 clusters Score -58223.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -58225.480469 Penalty: 7182.948242
	Iteration 10Q: 3 clusters Score -58225.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -58239.085938 Penalty: 7182.948242
	Iteration 11Q: 3 clusters Score -58239.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -58249.589844 Penalty: 7182.948242
	Iteration 12Q: 3 clusters Score -58249.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -58262.484375 Penalty: 7182.948242
	Iteration 13Q: 3 clusters Score -58262.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -58278.378906 Penalty: 7182.948242
	Iteration 14Q: 3 clusters Score -58278.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -58282.558594 Penalty: 7182.948242
	Iteration 15Q: 3 clusters Score -58282.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -58282.558594 Penalty: 7182.948242
	Iteration 16F: 3 clusters Score -58282.56 nChanged 0
--- Evaluating fit on full set of 2152811 points ---
Entering Unmasked Estep 
Score: -473499008.000000 Penalty: 232222.890625
22->27 Clusters: Score -473499008.000000, best is -474567808.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 717603 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32670 members 
Mstep: Class 2 contains 32601 members 
Mstep: Class 3 contains 32909 members 
Mstep: Class 4 contains 32671 members 
Mstep: Class 5 contains 32833 members 
Mstep: Class 6 contains 32945 members 
Mstep: Class 7 contains 32596 members 
Mstep: Class 8 contains 32347 members 
Mstep: Class 9 contains 32525 members 
Mstep: Class 10 contains 32570 members 
Mstep: Class 11 contains 32553 members 
Mstep: Class 12 contains 32633 members 
Mstep: Class 13 contains 32669 members 
Mstep: Class 14 contains 32690 members 
Mstep: Class 15 contains 32329 members 
Mstep: Class 16 contains 32882 members 
Mstep: Class 17 contains 32431 members 
Mstep: Class 18 contains 32578 members 
Mstep: Class 19 contains 32544 members 
Mstep: Class 20 contains 32717 members 
Mstep: Class 21 contains 32449 members 
Mstep: Class 22 contains 32461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 460.940735 but Gain 8258.750000
Score: -150444896.000000 Penalty: 173433.734375
Iteration 0F: 22 clusters Score -1.504449e+08 nChanged 679186
Entering Unmasked Mstep 
Mstep: Class 0 contains 2256 members 
Mstep: Class 1 contains 93184 members 
Mstep: Class 2 contains 32830 members 
Mstep: Class 3 contains 5588 members 
Mstep: Class 5 contains 30527 members 
Mstep: Class 6 contains 77743 members 
Mstep: Class 7 contains 37244 members 
Mstep: Class 8 contains 50891 members 
Mstep: Class 9 contains 24766 members 
Mstep: Class 10 contains 9413 members 
Mstep: Class 11 contains 16960 members 
Mstep: Class 12 contains 25120 members 
Mstep: Class 13 contains 10071 members 
Mstep: Class 14 contains 21254 members 
Mstep: Class 15 contains 10919 members 
Mstep: Class 16 contains 11270 members 
Mstep: Class 17 contains 15134 members 
Mstep: Class 18 contains 86209 members 
Mstep: Class 19 contains 11800 members 
Mstep: Class 20 contains 35183 members 
Mstep: Class 21 contains 49993 members 
Mstep: Class 22 contains 59248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154646848.000000 Penalty: 173433.734375
Iteration 1F: 22 clusters Score -1.546468e+08 nChanged 302585
Entering Unmasked Mstep 
Mstep: Class 0 contains 1201 members 
Mstep: Class 1 contains 99981 members 
Mstep: Class 2 contains 21802 members 
Mstep: Class 3 contains 2779 members 
Mstep: Class 5 contains 45463 members 
Mstep: Class 6 contains 79745 members 
Mstep: Class 7 contains 44037 members 
Mstep: Class 8 contains 66486 members 
Mstep: Class 9 contains 10475 members 
Mstep: Class 10 contains 7587 members 
Mstep: Class 11 contains 10242 members 
Mstep: Class 12 contains 12904 members 
Mstep: Class 13 contains 3847 members 
Mstep: Class 14 contains 12270 members 
Mstep: Class 15 contains 11240 members 
Mstep: Class 16 contains 6892 members 
Mstep: Class 17 contains 6504 members 
Mstep: Class 18 contains 91606 members 
Mstep: Class 19 contains 15457 members 
Mstep: Class 20 contains 54168 members 
Mstep: Class 21 contains 39052 members 
Mstep: Class 22 contains 73865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 7838.193359 but Gain 8258.750000
Score: -155887360.000000 Penalty: 165174.984375
Iteration 2F: 21 clusters Score -1.558874e+08 nChanged 238130
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 87120 members 
Mstep: Class 2 contains 16951 members 
Mstep: Class 3 contains 2811 members 
Mstep: Class 5 contains 54839 members 
Mstep: Class 6 contains 71260 members 
Mstep: Class 7 contains 43085 members 
Mstep: Class 8 contains 75178 members 
Mstep: Class 9 contains 10834 members 
Mstep: Class 10 contains 6007 members 
Mstep: Class 11 contains 8282 members 
Mstep: Class 13 contains 2917 members 
Mstep: Class 14 contains 7561 members 
Mstep: Class 15 contains 19307 members 
Mstep: Class 16 contains 5098 members 
Mstep: Class 17 contains 5032 members 
Mstep: Class 18 contains 76073 members 
Mstep: Class 19 contains 26301 members 
Mstep: Class 20 contains 89176 members 
Mstep: Class 21 contains 32860 members 
Mstep: Class 22 contains 76790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156425664.000000 Penalty: 165174.984375
Iteration 3F: 21 clusters Score -1.564257e+08 nChanged 170650
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 73045 members 
Mstep: Class 2 contains 15756 members 
Mstep: Class 3 contains 2926 members 
Mstep: Class 5 contains 49808 members 
Mstep: Class 6 contains 62395 members 
Mstep: Class 7 contains 40459 members 
Mstep: Class 8 contains 85626 members 
Mstep: Class 9 contains 12371 members 
Mstep: Class 10 contains 1728 members 
Mstep: Class 11 contains 7156 members 
Mstep: Class 13 contains 2540 members 
Mstep: Class 14 contains 6515 members 
Mstep: Class 15 contains 29313 members 
Mstep: Class 16 contains 5833 members 
Mstep: Class 17 contains 5063 members 
Mstep: Class 18 contains 58810 members 
Mstep: Class 19 contains 37334 members 
Mstep: Class 20 contains 114417 members 
Mstep: Class 21 contains 29923 members 
Mstep: Class 22 contains 76521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156699232.000000 Penalty: 165174.984375
Iteration 4F: 21 clusters Score -1.566992e+08 nChanged 117144
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 64647 members 
Mstep: Class 2 contains 15977 members 
Mstep: Class 3 contains 2869 members 
Mstep: Class 5 contains 40671 members 
Mstep: Class 6 contains 58520 members 
Mstep: Class 7 contains 35347 members 
Mstep: Class 8 contains 91738 members 
Mstep: Class 9 contains 13530 members 
Mstep: Class 10 contains 1390 members 
Mstep: Class 11 contains 7294 members 
Mstep: Class 13 contains 2442 members 
Mstep: Class 14 contains 6309 members 
Mstep: Class 15 contains 35586 members 
Mstep: Class 16 contains 6675 members 
Mstep: Class 17 contains 5329 members 
Mstep: Class 18 contains 44824 members 
Mstep: Class 19 contains 45375 members 
Mstep: Class 20 contains 130695 members 
Mstep: Class 21 contains 30638 members 
Mstep: Class 22 contains 77694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156844240.000000 Penalty: 165174.984375
Iteration 5F: 21 clusters Score -1.568442e+08 nChanged 83427
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 59987 members 
Mstep: Class 2 contains 16032 members 
Mstep: Class 3 contains 2851 members 
Mstep: Class 5 contains 33379 members 
Mstep: Class 6 contains 57848 members 
Mstep: Class 7 contains 29554 members 
Mstep: Class 8 contains 94837 members 
Mstep: Class 9 contains 14388 members 
Mstep: Class 10 contains 1378 members 
Mstep: Class 11 contains 7686 members 
Mstep: Class 13 contains 2441 members 
Mstep: Class 14 contains 6063 members 
Mstep: Class 15 contains 39313 members 
Mstep: Class 16 contains 7440 members 
Mstep: Class 17 contains 5479 members 
Mstep: Class 18 contains 35176 members 
Mstep: Class 19 contains 51438 members 
Mstep: Class 20 contains 140890 members 
Mstep: Class 21 contains 33473 members 
Mstep: Class 22 contains 77903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156936384.000000 Penalty: 165174.984375
Iteration 6F: 21 clusters Score -1.569364e+08 nChanged 61072
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 57196 members 
Mstep: Class 2 contains 15817 members 
Mstep: Class 3 contains 2845 members 
Mstep: Class 5 contains 28630 members 
Mstep: Class 6 contains 57999 members 
Mstep: Class 7 contains 25938 members 
Mstep: Class 8 contains 96696 members 
Mstep: Class 9 contains 15326 members 
Mstep: Class 10 contains 1372 members 
Mstep: Class 11 contains 7979 members 
Mstep: Class 13 contains 2441 members 
Mstep: Class 14 contains 5679 members 
Mstep: Class 15 contains 41647 members 
Mstep: Class 16 contains 8299 members 
Mstep: Class 17 contains 5522 members 
Mstep: Class 18 contains 28625 members 
Mstep: Class 19 contains 56327 members 
Mstep: Class 20 contains 147041 members 
Mstep: Class 21 contains 36034 members 
Mstep: Class 22 contains 76144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156993520.000000 Penalty: 165174.984375
Iteration 7F: 21 clusters Score -1.569935e+08 nChanged 46247
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 55370 members 
Mstep: Class 2 contains 15566 members 
Mstep: Class 3 contains 2841 members 
Mstep: Class 5 contains 25420 members 
Mstep: Class 6 contains 58805 members 
Mstep: Class 7 contains 24359 members 
Mstep: Class 8 contains 97760 members 
Mstep: Class 9 contains 16642 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 8096 members 
Mstep: Class 13 contains 2441 members 
Mstep: Class 14 contains 5428 members 
Mstep: Class 15 contains 43001 members 
Mstep: Class 16 contains 9301 members 
Mstep: Class 17 contains 5535 members 
Mstep: Class 18 contains 23315 members 
Mstep: Class 19 contains 60556 members 
Mstep: Class 20 contains 150332 members 
Mstep: Class 21 contains 37693 members 
Mstep: Class 22 contains 73726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157031584.000000 Penalty: 165174.984375
Iteration 8F: 21 clusters Score -1.570316e+08 nChanged 36163
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 54287 members 
Mstep: Class 2 contains 15285 members 
Mstep: Class 3 contains 2829 members 
Mstep: Class 5 contains 22796 members 
Mstep: Class 6 contains 59439 members 
Mstep: Class 7 contains 23615 members 
Mstep: Class 8 contains 98412 members 
Mstep: Class 9 contains 18349 members 
Mstep: Class 10 contains 1369 members 
Mstep: Class 11 contains 7936 members 
Mstep: Class 13 contains 2441 members 
Mstep: Class 14 contains 5352 members 
Mstep: Class 15 contains 44063 members 
Mstep: Class 16 contains 10498 members 
Mstep: Class 17 contains 5545 members 
Mstep: Class 18 contains 19063 members 
Mstep: Class 19 contains 64200 members 
Mstep: Class 20 contains 152056 members 
Mstep: Class 21 contains 38547 members 
Mstep: Class 22 contains 71473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157060880.000000 Penalty: 165174.984375
Iteration 9F: 21 clusters Score -1.570609e+08 nChanged 29645
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 53398 members 
Mstep: Class 2 contains 15045 members 
Mstep: Class 3 contains 2807 members 
Mstep: Class 5 contains 20455 members 
Mstep: Class 6 contains 59996 members 
Mstep: Class 7 contains 23198 members 
Mstep: Class 8 contains 98620 members 
Mstep: Class 9 contains 19963 members 
Mstep: Class 10 contains 1369 members 
Mstep: Class 11 contains 7455 members 
Mstep: Class 13 contains 2441 members 
Mstep: Class 14 contains 5376 members 
Mstep: Class 15 contains 45146 members 
Mstep: Class 16 contains 12029 members 
Mstep: Class 17 contains 5545 members 
Mstep: Class 18 contains 15713 members 
Mstep: Class 19 contains 67274 members 
Mstep: Class 20 contains 152885 members 
Mstep: Class 21 contains 39105 members 
Mstep: Class 22 contains 69735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157079328.000000 Penalty: 165174.984375
Iteration 10Q: 21 clusters Score -1.570793e+08 nChanged 24056
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 52639 members 
Mstep: Class 2 contains 14773 members 
Mstep: Class 3 contains 2763 members 
Mstep: Class 5 contains 18278 members 
Mstep: Class 6 contains 60506 members 
Mstep: Class 7 contains 23057 members 
Mstep: Class 8 contains 98424 members 
Mstep: Class 9 contains 21173 members 
Mstep: Class 10 contains 1369 members 
Mstep: Class 11 contains 6781 members 
Mstep: Class 13 contains 2441 members 
Mstep: Class 14 contains 5479 members 
Mstep: Class 15 contains 46096 members 
Mstep: Class 16 contains 13826 members 
Mstep: Class 17 contains 5545 members 
Mstep: Class 18 contains 13090 members 
Mstep: Class 19 contains 69634 members 
Mstep: Class 20 contains 153199 members 
Mstep: Class 21 contains 39935 members 
Mstep: Class 22 contains 68547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157095472.000000 Penalty: 165174.984375
Iteration 11Q: 21 clusters Score -1.570955e+08 nChanged 19144
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 52055 members 
Mstep: Class 2 contains 14585 members 
Mstep: Class 3 contains 2695 members 
Mstep: Class 5 contains 16061 members 
Mstep: Class 6 contains 60911 members 
Mstep: Class 7 contains 23171 members 
Mstep: Class 8 contains 97986 members 
Mstep: Class 9 contains 22077 members 
Mstep: Class 10 contains 1369 members 
Mstep: Class 11 contains 6158 members 
Mstep: Class 13 contains 2441 members 
Mstep: Class 14 contains 5685 members 
Mstep: Class 15 contains 46854 members 
Mstep: Class 16 contains 15724 members 
Mstep: Class 17 contains 5554 members 
Mstep: Class 18 contains 11197 members 
Mstep: Class 19 contains 71361 members 
Mstep: Class 20 contains 153361 members 
Mstep: Class 21 contains 40592 members 
Mstep: Class 22 contains 67718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157107552.000000 Penalty: 165174.984375
Iteration 12Q: 21 clusters Score -1.571076e+08 nChanged 15862
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 51703 members 
Mstep: Class 2 contains 14386 members 
Mstep: Class 3 contains 2580 members 
Mstep: Class 5 contains 14001 members 
Mstep: Class 6 contains 61130 members 
Mstep: Class 7 contains 23291 members 
Mstep: Class 8 contains 97409 members 
Mstep: Class 9 contains 22808 members 
Mstep: Class 10 contains 1369 members 
Mstep: Class 11 contains 5675 members 
Mstep: Class 13 contains 2441 members 
Mstep: Class 14 contains 6104 members 
Mstep: Class 15 contains 47407 members 
Mstep: Class 16 contains 17622 members 
Mstep: Class 17 contains 5561 members 
Mstep: Class 18 contains 9807 members 
Mstep: Class 19 contains 72649 members 
Mstep: Class 20 contains 153456 members 
Mstep: Class 21 contains 41173 members 
Mstep: Class 22 contains 66982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157116816.000000 Penalty: 165174.984375
Iteration 13Q: 21 clusters Score -1.571168e+08 nChanged 13295
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 51638 members 
Mstep: Class 2 contains 14138 members 
Mstep: Class 3 contains 2448 members 
Mstep: Class 5 contains 12193 members 
Mstep: Class 6 contains 61314 members 
Mstep: Class 7 contains 23465 members 
Mstep: Class 8 contains 96779 members 
Mstep: Class 9 contains 23494 members 
Mstep: Class 10 contains 1369 members 
Mstep: Class 11 contains 5679 members 
Mstep: Class 13 contains 2441 members 
Mstep: Class 14 contains 6541 members 
Mstep: Class 15 contains 47811 members 
Mstep: Class 16 contains 19234 members 
Mstep: Class 17 contains 5576 members 
Mstep: Class 18 contains 8796 members 
Mstep: Class 19 contains 73554 members 
Mstep: Class 20 contains 153474 members 
Mstep: Class 21 contains 41666 members 
Mstep: Class 22 contains 65943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157125328.000000 Penalty: 165174.984375
Iteration 14Q: 21 clusters Score -1.571253e+08 nChanged 10864
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 51791 members 
Mstep: Class 2 contains 14038 members 
Mstep: Class 3 contains 2387 members 
Mstep: Class 5 contains 10662 members 
Mstep: Class 6 contains 61424 members 
Mstep: Class 7 contains 23593 members 
Mstep: Class 8 contains 96115 members 
Mstep: Class 9 contains 24127 members 
Mstep: Class 10 contains 1369 members 
Mstep: Class 11 contains 6136 members 
Mstep: Class 13 contains 2441 members 
Mstep: Class 14 contains 6917 members 
Mstep: Class 15 contains 48057 members 
Mstep: Class 16 contains 20440 members 
Mstep: Class 17 contains 5596 members 
Mstep: Class 18 contains 8090 members 
Mstep: Class 19 contains 74216 members 
Mstep: Class 20 contains 153513 members 
Mstep: Class 21 contains 42034 members 
Mstep: Class 22 contains 64607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157131776.000000 Penalty: 165174.984375
Iteration 15Q: 21 clusters Score -1.571318e+08 nChanged 8969
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 52024 members 
Mstep: Class 2 contains 14004 members 
Mstep: Class 3 contains 2346 members 
Mstep: Class 5 contains 9843 members 
Mstep: Class 6 contains 61509 members 
Mstep: Class 7 contains 23701 members 
Mstep: Class 8 contains 95424 members 
Mstep: Class 9 contains 24699 members 
Mstep: Class 10 contains 1369 members 
Mstep: Class 11 contains 6694 members 
Mstep: Class 13 contains 2441 members 
Mstep: Class 14 contains 7221 members 
Mstep: Class 15 contains 48181 members 
Mstep: Class 16 contains 21164 members 
Mstep: Class 17 contains 5619 members 
Mstep: Class 18 contains 7560 members 
Mstep: Class 19 contains 74769 members 
Mstep: Class 20 contains 153531 members 
Mstep: Class 21 contains 42388 members 
Mstep: Class 22 contains 63064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157138304.000000 Penalty: 165174.984375
Iteration 16Q: 21 clusters Score -1.571383e+08 nChanged 7406
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 52315 members 
Mstep: Class 2 contains 14029 members 
Mstep: Class 3 contains 2312 members 
Mstep: Class 5 contains 9737 members 
Mstep: Class 6 contains 61572 members 
Mstep: Class 7 contains 23851 members 
Mstep: Class 8 contains 94891 members 
Mstep: Class 9 contains 25174 members 
Mstep: Class 10 contains 1369 members 
Mstep: Class 11 contains 7147 members 
Mstep: Class 13 contains 2441 members 
Mstep: Class 14 contains 7469 members 
Mstep: Class 15 contains 48230 members 
Mstep: Class 16 contains 21617 members 
Mstep: Class 17 contains 5628 members 
Mstep: Class 18 contains 7168 members 
Mstep: Class 19 contains 75205 members 
Mstep: Class 20 contains 153416 members 
Mstep: Class 21 contains 42655 members 
Mstep: Class 22 contains 61325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157141024.000000 Penalty: 165174.984375
Iteration 17Q: 21 clusters Score -1.57141e+08 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 52659 members 
Mstep: Class 2 contains 14099 members 
Mstep: Class 3 contains 2290 members 
Mstep: Class 5 contains 9679 members 
Mstep: Class 6 contains 61622 members 
Mstep: Class 7 contains 23962 members 
Mstep: Class 8 contains 94457 members 
Mstep: Class 9 contains 25698 members 
Mstep: Class 10 contains 1369 members 
Mstep: Class 11 contains 7445 members 
Mstep: Class 13 contains 2441 members 
Mstep: Class 14 contains 7636 members 
Mstep: Class 15 contains 48174 members 
Mstep: Class 16 contains 22005 members 
Mstep: Class 17 contains 5646 members 
Mstep: Class 18 contains 6870 members 
Mstep: Class 19 contains 75588 members 
Mstep: Class 20 contains 153311 members 
Mstep: Class 21 contains 42977 members 
Mstep: Class 22 contains 59623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157142864.000000 Penalty: 165174.984375
Iteration 18Q: 21 clusters Score -1.571429e+08 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 53082 members 
Mstep: Class 2 contains 14179 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 5 contains 9636 members 
Mstep: Class 6 contains 61660 members 
Mstep: Class 7 contains 24078 members 
Mstep: Class 8 contains 94089 members 
Mstep: Class 9 contains 26261 members 
Mstep: Class 10 contains 1369 members 
Mstep: Class 11 contains 7676 members 
Mstep: Class 13 contains 2441 members 
Mstep: Class 14 contains 7779 members 
Mstep: Class 15 contains 48041 members 
Mstep: Class 16 contains 22325 members 
Mstep: Class 17 contains 5659 members 
Mstep: Class 18 contains 6642 members 
Mstep: Class 19 contains 75895 members 
Mstep: Class 20 contains 153245 members 
Mstep: Class 21 contains 43286 members 
Mstep: Class 22 contains 57937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157144480.000000 Penalty: 165174.984375
Iteration 19Q: 21 clusters Score -1.571445e+08 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 53559 members 
Mstep: Class 2 contains 14297 members 
Mstep: Class 3 contains 2257 members 
Mstep: Class 5 contains 9597 members 
Mstep: Class 6 contains 61696 members 
Mstep: Class 7 contains 24186 members 
Mstep: Class 8 contains 93841 members 
Mstep: Class 9 contains 26767 members 
Mstep: Class 10 contains 1369 members 
Mstep: Class 11 contains 7843 members 
Mstep: Class 13 contains 2441 members 
Mstep: Class 14 contains 7895 members 
Mstep: Class 15 contains 47909 members 
Mstep: Class 16 contains 22608 members 
Mstep: Class 17 contains 5672 members 
Mstep: Class 18 contains 6507 members 
Mstep: Class 19 contains 76133 members 
Mstep: Class 20 contains 153155 members 
Mstep: Class 21 contains 43496 members 
Mstep: Class 22 contains 56323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157147184.000000 Penalty: 165174.984375
Iteration 20F: 21 clusters Score -1.571472e+08 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 54115 members 
Mstep: Class 2 contains 14353 members 
Mstep: Class 3 contains 1941 members 
Mstep: Class 5 contains 9878 members 
Mstep: Class 6 contains 61697 members 
Mstep: Class 7 contains 24262 members 
Mstep: Class 8 contains 93491 members 
Mstep: Class 9 contains 27340 members 
Mstep: Class 10 contains 1369 members 
Mstep: Class 11 contains 8127 members 
Mstep: Class 13 contains 2441 members 
Mstep: Class 14 contains 8081 members 
Mstep: Class 15 contains 47716 members 
Mstep: Class 16 contains 22830 members 
Mstep: Class 17 contains 5676 members 
Mstep: Class 18 contains 6461 members 
Mstep: Class 19 contains 76387 members 
Mstep: Class 20 contains 153079 members 
Mstep: Class 21 contains 43658 members 
Mstep: Class 22 contains 54651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157151232.000000 Penalty: 165174.984375
Iteration 21Q: 21 clusters Score -1.571512e+08 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 54741 members 
Mstep: Class 2 contains 14455 members 
Mstep: Class 3 contains 1767 members 
Mstep: Class 5 contains 9821 members 
Mstep: Class 6 contains 61698 members 
Mstep: Class 7 contains 24358 members 
Mstep: Class 8 contains 93205 members 
Mstep: Class 9 contains 27870 members 
Mstep: Class 10 contains 1369 members 
Mstep: Class 11 contains 8358 members 
Mstep: Class 13 contains 2441 members 
Mstep: Class 14 contains 8208 members 
Mstep: Class 15 contains 47476 members 
Mstep: Class 16 contains 23037 members 
Mstep: Class 17 contains 5742 members 
Mstep: Class 18 contains 6468 members 
Mstep: Class 19 contains 76649 members 
Mstep: Class 20 contains 153123 members 
Mstep: Class 21 contains 43784 members 
Mstep: Class 22 contains 52981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153584.000000 Penalty: 165174.984375
Iteration 22Q: 21 clusters Score -1.571536e+08 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 55430 members 
Mstep: Class 2 contains 14620 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 5 contains 9702 members 
Mstep: Class 6 contains 61683 members 
Mstep: Class 7 contains 24435 members 
Mstep: Class 8 contains 92977 members 
Mstep: Class 9 contains 28373 members 
Mstep: Class 10 contains 1369 members 
Mstep: Class 11 contains 8542 members 
Mstep: Class 13 contains 2440 members 
Mstep: Class 14 contains 8289 members 
Mstep: Class 15 contains 47244 members 
Mstep: Class 16 contains 23254 members 
Mstep: Class 17 contains 5782 members 
Mstep: Class 18 contains 6568 members 
Mstep: Class 19 contains 76863 members 
Mstep: Class 20 contains 153122 members 
Mstep: Class 21 contains 43925 members 
Mstep: Class 22 contains 51233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157154976.000000 Penalty: 165174.984375
Iteration 23Q: 21 clusters Score -1.57155e+08 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 56221 members 
Mstep: Class 2 contains 14772 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 5 contains 9601 members 
Mstep: Class 6 contains 61689 members 
Mstep: Class 7 contains 24475 members 
Mstep: Class 8 contains 92791 members 
Mstep: Class 9 contains 28887 members 
Mstep: Class 10 contains 1369 members 
Mstep: Class 11 contains 8682 members 
Mstep: Class 13 contains 2440 members 
Mstep: Class 14 contains 8385 members 
Mstep: Class 15 contains 46893 members 
Mstep: Class 16 contains 23460 members 
Mstep: Class 17 contains 5808 members 
Mstep: Class 18 contains 6773 members 
Mstep: Class 19 contains 77071 members 
Mstep: Class 20 contains 153102 members 
Mstep: Class 21 contains 44063 members 
Mstep: Class 22 contains 49408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157155392.000000 Penalty: 165174.984375
Iteration 24Q: 21 clusters Score -1.571554e+08 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 57091 members 
Mstep: Class 2 contains 14887 members 
Mstep: Class 3 contains 1636 members 
Mstep: Class 5 contains 9523 members 
Mstep: Class 6 contains 61687 members 
Mstep: Class 7 contains 24552 members 
Mstep: Class 8 contains 92674 members 
Mstep: Class 9 contains 29404 members 
Mstep: Class 10 contains 1369 members 
Mstep: Class 11 contains 8792 members 
Mstep: Class 13 contains 2440 members 
Mstep: Class 14 contains 8477 members 
Mstep: Class 15 contains 46486 members 
Mstep: Class 16 contains 23630 members 
Mstep: Class 17 contains 5830 members 
Mstep: Class 18 contains 7065 members 
Mstep: Class 19 contains 77248 members 
Mstep: Class 20 contains 153127 members 
Mstep: Class 21 contains 44128 members 
Mstep: Class 22 contains 47505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157156912.000000 Penalty: 165174.984375
Iteration 25Q: 21 clusters Score -1.571569e+08 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 58043 members 
Mstep: Class 2 contains 15052 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 5 contains 9469 members 
Mstep: Class 6 contains 61696 members 
Mstep: Class 7 contains 24624 members 
Mstep: Class 8 contains 92618 members 
Mstep: Class 9 contains 29914 members 
Mstep: Class 10 contains 1369 members 
Mstep: Class 11 contains 8899 members 
Mstep: Class 13 contains 2440 members 
Mstep: Class 14 contains 8564 members 
Mstep: Class 15 contains 45964 members 
Mstep: Class 16 contains 23765 members 
Mstep: Class 17 contains 5845 members 
Mstep: Class 18 contains 7430 members 
Mstep: Class 19 contains 77420 members 
Mstep: Class 20 contains 153171 members 
Mstep: Class 21 contains 44131 members 
Mstep: Class 22 contains 45524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158192.000000 Penalty: 165174.984375
Iteration 26Q: 21 clusters Score -1.571582e+08 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 59055 members 
Mstep: Class 2 contains 15234 members 
Mstep: Class 3 contains 1590 members 
Mstep: Class 5 contains 9422 members 
Mstep: Class 6 contains 61688 members 
Mstep: Class 7 contains 24712 members 
Mstep: Class 8 contains 92599 members 
Mstep: Class 9 contains 30417 members 
Mstep: Class 10 contains 1369 members 
Mstep: Class 11 contains 8998 members 
Mstep: Class 13 contains 2440 members 
Mstep: Class 14 contains 8655 members 
Mstep: Class 15 contains 45350 members 
Mstep: Class 16 contains 23882 members 
Mstep: Class 17 contains 5868 members 
Mstep: Class 18 contains 7866 members 
Mstep: Class 19 contains 77600 members 
Mstep: Class 20 contains 153248 members 
Mstep: Class 21 contains 44127 members 
Mstep: Class 22 contains 43431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157160928.000000 Penalty: 165174.984375
Iteration 27Q: 21 clusters Score -1.571609e+08 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 60119 members 
Mstep: Class 2 contains 15423 members 
Mstep: Class 3 contains 1574 members 
Mstep: Class 5 contains 9384 members 
Mstep: Class 6 contains 61698 members 
Mstep: Class 7 contains 24780 members 
Mstep: Class 8 contains 92531 members 
Mstep: Class 9 contains 30876 members 
Mstep: Class 10 contains 1369 members 
Mstep: Class 11 contains 9207 members 
Mstep: Class 13 contains 2440 members 
Mstep: Class 14 contains 8758 members 
Mstep: Class 15 contains 44693 members 
Mstep: Class 16 contains 24017 members 
Mstep: Class 17 contains 5885 members 
Mstep: Class 18 contains 8332 members 
Mstep: Class 19 contains 77796 members 
Mstep: Class 20 contains 153304 members 
Mstep: Class 21 contains 44115 members 
Mstep: Class 22 contains 41250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157162640.000000 Penalty: 165174.984375
Iteration 28Q: 21 clusters Score -1.571626e+08 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 61134 members 
Mstep: Class 2 contains 15564 members 
Mstep: Class 3 contains 1564 members 
Mstep: Class 5 contains 9343 members 
Mstep: Class 6 contains 61722 members 
Mstep: Class 7 contains 24873 members 
Mstep: Class 8 contains 92454 members 
Mstep: Class 9 contains 31302 members 
Mstep: Class 10 contains 1369 members 
Mstep: Class 11 contains 9596 members 
Mstep: Class 13 contains 2440 members 
Mstep: Class 14 contains 8852 members 
Mstep: Class 15 contains 43883 members 
Mstep: Class 16 contains 24149 members 
Mstep: Class 17 contains 5894 members 
Mstep: Class 18 contains 8896 members 
Mstep: Class 19 contains 78003 members 
Mstep: Class 20 contains 153441 members 
Mstep: Class 21 contains 44041 members 
Mstep: Class 22 contains 39031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157164016.000000 Penalty: 165174.984375
Iteration 29Q: 21 clusters Score -1.57164e+08 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 62170 members 
Mstep: Class 2 contains 15678 members 
Mstep: Class 3 contains 1559 members 
Mstep: Class 5 contains 9310 members 
Mstep: Class 6 contains 61751 members 
Mstep: Class 7 contains 24935 members 
Mstep: Class 8 contains 92406 members 
Mstep: Class 9 contains 31704 members 
Mstep: Class 10 contains 1369 members 
Mstep: Class 11 contains 9990 members 
Mstep: Class 13 contains 2440 members 
Mstep: Class 14 contains 8949 members 
Mstep: Class 15 contains 43011 members 
Mstep: Class 16 contains 24282 members 
Mstep: Class 17 contains 5902 members 
Mstep: Class 18 contains 9544 members 
Mstep: Class 19 contains 78196 members 
Mstep: Class 20 contains 153507 members 
Mstep: Class 21 contains 43987 members 
Mstep: Class 22 contains 36861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157165984.000000 Penalty: 165174.984375
Iteration 30Q: 21 clusters Score -1.57166e+08 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 63263 members 
Mstep: Class 2 contains 15743 members 
Mstep: Class 3 contains 1556 members 
Mstep: Class 5 contains 9281 members 
Mstep: Class 6 contains 61774 members 
Mstep: Class 7 contains 24994 members 
Mstep: Class 8 contains 92414 members 
Mstep: Class 9 contains 32143 members 
Mstep: Class 10 contains 1369 members 
Mstep: Class 11 contains 10369 members 
Mstep: Class 13 contains 2440 members 
Mstep: Class 14 contains 9055 members 
Mstep: Class 15 contains 42127 members 
Mstep: Class 16 contains 24387 members 
Mstep: Class 17 contains 5904 members 
Mstep: Class 18 contains 10255 members 
Mstep: Class 19 contains 78343 members 
Mstep: Class 20 contains 153539 members 
Mstep: Class 21 contains 43890 members 
Mstep: Class 22 contains 34705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157167616.000000 Penalty: 165174.984375
Iteration 31Q: 21 clusters Score -1.571676e+08 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 64388 members 
Mstep: Class 2 contains 15778 members 
Mstep: Class 3 contains 1553 members 
Mstep: Class 5 contains 9261 members 
Mstep: Class 6 contains 61790 members 
Mstep: Class 7 contains 25057 members 
Mstep: Class 8 contains 92481 members 
Mstep: Class 9 contains 32536 members 
Mstep: Class 10 contains 1369 members 
Mstep: Class 11 contains 10748 members 
Mstep: Class 13 contains 2440 members 
Mstep: Class 14 contains 9178 members 
Mstep: Class 15 contains 41267 members 
Mstep: Class 16 contains 24485 members 
Mstep: Class 17 contains 5910 members 
Mstep: Class 18 contains 10968 members 
Mstep: Class 19 contains 78483 members 
Mstep: Class 20 contains 153503 members 
Mstep: Class 21 contains 43802 members 
Mstep: Class 22 contains 32554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157168992.000000 Penalty: 165174.984375
Iteration 32Q: 21 clusters Score -1.57169e+08 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 65524 members 
Mstep: Class 2 contains 15793 members 
Mstep: Class 3 contains 1553 members 
Mstep: Class 5 contains 9236 members 
Mstep: Class 6 contains 61789 members 
Mstep: Class 7 contains 25141 members 
Mstep: Class 8 contains 92575 members 
Mstep: Class 9 contains 32918 members 
Mstep: Class 10 contains 1369 members 
Mstep: Class 11 contains 11065 members 
Mstep: Class 13 contains 2440 members 
Mstep: Class 14 contains 9308 members 
Mstep: Class 15 contains 40493 members 
Mstep: Class 16 contains 24587 members 
Mstep: Class 17 contains 5914 members 
Mstep: Class 18 contains 11577 members 
Mstep: Class 19 contains 78640 members 
Mstep: Class 20 contains 153467 members 
Mstep: Class 21 contains 43703 members 
Mstep: Class 22 contains 30459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157170208.000000 Penalty: 165174.984375
Iteration 33Q: 21 clusters Score -1.571702e+08 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 66693 members 
Mstep: Class 2 contains 15787 members 
Mstep: Class 3 contains 1552 members 
Mstep: Class 5 contains 9218 members 
Mstep: Class 6 contains 61783 members 
Mstep: Class 7 contains 25203 members 
Mstep: Class 8 contains 92694 members 
Mstep: Class 9 contains 33218 members 
Mstep: Class 10 contains 1369 members 
Mstep: Class 11 contains 11398 members 
Mstep: Class 13 contains 2440 members 
Mstep: Class 14 contains 9447 members 
Mstep: Class 15 contains 39835 members 
Mstep: Class 16 contains 24680 members 
Mstep: Class 17 contains 5916 members 
Mstep: Class 18 contains 12121 members 
Mstep: Class 19 contains 78807 members 
Mstep: Class 20 contains 153428 members 
Mstep: Class 21 contains 43598 members 
Mstep: Class 22 contains 28364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157171968.000000 Penalty: 165174.984375
Iteration 34Q: 21 clusters Score -1.57172e+08 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 67818 members 
Mstep: Class 2 contains 15804 members 
Mstep: Class 3 contains 1551 members 
Mstep: Class 5 contains 9211 members 
Mstep: Class 6 contains 61803 members 
Mstep: Class 7 contains 25270 members 
Mstep: Class 8 contains 92794 members 
Mstep: Class 9 contains 33510 members 
Mstep: Class 10 contains 1369 members 
Mstep: Class 11 contains 11708 members 
Mstep: Class 13 contains 2440 members 
Mstep: Class 14 contains 9578 members 
Mstep: Class 15 contains 39288 members 
Mstep: Class 16 contains 24754 members 
Mstep: Class 17 contains 5919 members 
Mstep: Class 18 contains 12544 members 
Mstep: Class 19 contains 78966 members 
Mstep: Class 20 contains 153399 members 
Mstep: Class 21 contains 43520 members 
Mstep: Class 22 contains 26305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157173184.000000 Penalty: 165174.984375
Iteration 35Q: 21 clusters Score -1.571732e+08 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 68977 members 
Mstep: Class 2 contains 15830 members 
Mstep: Class 3 contains 1547 members 
Mstep: Class 5 contains 9204 members 
Mstep: Class 6 contains 61813 members 
Mstep: Class 7 contains 25350 members 
Mstep: Class 8 contains 92910 members 
Mstep: Class 9 contains 33775 members 
Mstep: Class 10 contains 1369 members 
Mstep: Class 11 contains 12013 members 
Mstep: Class 13 contains 2440 members 
Mstep: Class 14 contains 9682 members 
Mstep: Class 15 contains 38856 members 
Mstep: Class 16 contains 24818 members 
Mstep: Class 17 contains 5921 members 
Mstep: Class 18 contains 12914 members 
Mstep: Class 19 contains 79154 members 
Mstep: Class 20 contains 153320 members 
Mstep: Class 21 contains 43428 members 
Mstep: Class 22 contains 24230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157174144.000000 Penalty: 165174.984375
Iteration 36Q: 21 clusters Score -1.571741e+08 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 70205 members 
Mstep: Class 2 contains 15852 members 
Mstep: Class 3 contains 1546 members 
Mstep: Class 5 contains 9197 members 
Mstep: Class 6 contains 61835 members 
Mstep: Class 7 contains 25424 members 
Mstep: Class 8 contains 93024 members 
Mstep: Class 9 contains 34006 members 
Mstep: Class 10 contains 1369 members 
Mstep: Class 11 contains 12253 members 
Mstep: Class 13 contains 2440 members 
Mstep: Class 14 contains 9773 members 
Mstep: Class 15 contains 38484 members 
Mstep: Class 16 contains 24866 members 
Mstep: Class 17 contains 5922 members 
Mstep: Class 18 contains 13229 members 
Mstep: Class 19 contains 79358 members 
Mstep: Class 20 contains 153216 members 
Mstep: Class 21 contains 43380 members 
Mstep: Class 22 contains 22172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157175680.000000 Penalty: 165174.984375
Iteration 37Q: 21 clusters Score -1.571757e+08 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 71396 members 
Mstep: Class 2 contains 15867 members 
Mstep: Class 3 contains 1543 members 
Mstep: Class 5 contains 9184 members 
Mstep: Class 6 contains 61893 members 
Mstep: Class 7 contains 25475 members 
Mstep: Class 8 contains 93113 members 
Mstep: Class 9 contains 34212 members 
Mstep: Class 10 contains 1369 members 
Mstep: Class 11 contains 12462 members 
Mstep: Class 13 contains 2440 members 
Mstep: Class 14 contains 9861 members 
Mstep: Class 15 contains 38184 members 
Mstep: Class 16 contains 24914 members 
Mstep: Class 17 contains 5925 members 
Mstep: Class 18 contains 13456 members 
Mstep: Class 19 contains 79603 members 
Mstep: Class 20 contains 153050 members 
Mstep: Class 21 contains 43345 members 
Mstep: Class 22 contains 20259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157177232.000000 Penalty: 165174.984375
Iteration 38Q: 21 clusters Score -1.571772e+08 nChanged 3907
Entering ConstructFrom: 
Score: -157177232.000000 Penalty: 165174.984375
Entering ConstructFrom: 
Trying to split cluster 1 (72499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72499 members 
Entering Unmasked Estep 
Score: -16229582.000000 Penalty: 6854.688477
	Iteration 0F: 2 clusters Score -1.622958e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36018 members 
Mstep: Class 2 contains 36481 members 
Entering Unmasked Estep 
Score: -16179291.000000 Penalty: 13709.376953
	Iteration 0F: 3 clusters Score -1.617929e+07 nChanged 32503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34539 members 
Mstep: Class 2 contains 37960 members 
Entering Unmasked Estep 
Score: -16197243.000000 Penalty: 13709.376953
	Iteration 1F: 3 clusters Score -1.619724e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33473 members 
Mstep: Class 2 contains 39026 members 
Entering Unmasked Estep 
Score: -16199368.000000 Penalty: 13709.376953
	Iteration 2F: 3 clusters Score -1.619937e+07 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31685 members 
Mstep: Class 2 contains 40814 members 
Entering Unmasked Estep 
Score: -16203877.000000 Penalty: 13709.376953
	Iteration 3F: 3 clusters Score -1.620388e+07 nChanged 6620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28779 members 
Mstep: Class 2 contains 43720 members 
Entering Unmasked Estep 
Score: -16213399.000000 Penalty: 13709.376953
	Iteration 4F: 3 clusters Score -1.62134e+07 nChanged 8897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24386 members 
Mstep: Class 2 contains 48113 members 
Entering Unmasked Estep 
Score: -16228819.000000 Penalty: 13709.376953
	Iteration 5F: 3 clusters Score -1.622882e+07 nChanged 8297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 52070 members 
Entering Unmasked Estep 
Score: -16242918.000000 Penalty: 13709.376953
	Iteration 6F: 3 clusters Score -1.624292e+07 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 53688 members 
Entering Unmasked Estep 
Score: -16248057.000000 Penalty: 13709.376953
	Iteration 7F: 3 clusters Score -1.624806e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 54203 members 
Entering Unmasked Estep 
Score: -16248832.000000 Penalty: 13709.376953
	Iteration 8Q: 3 clusters Score -1.624883e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 54526 members 
Entering Unmasked Estep 
Score: -16248974.000000 Penalty: 13709.376953
	Iteration 9Q: 3 clusters Score -1.624897e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 54696 members 
Entering Unmasked Estep 
Score: -16249000.000000 Penalty: 13709.376953
	Iteration 10Q: 3 clusters Score -1.6249e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 54785 members 
Entering Unmasked Estep 
Score: -16249046.000000 Penalty: 13709.376953
	Iteration 11Q: 3 clusters Score -1.624905e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 54824 members 
Entering Unmasked Estep 
Score: -16249005.000000 Penalty: 13709.376953
	Iteration 12Q: 3 clusters Score -1.6249e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 54851 members 
Entering Unmasked Estep 
Score: -16249004.000000 Penalty: 13709.376953
	Iteration 13Q: 3 clusters Score -1.6249e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 54868 members 
Entering Unmasked Estep 
Score: -16249004.000000 Penalty: 13709.376953
	Iteration 14Q: 3 clusters Score -1.6249e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 54879 members 
Entering Unmasked Estep 
Score: -16249007.000000 Penalty: 13709.376953
	Iteration 15Q: 3 clusters Score -1.624901e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 54894 members 
Entering Unmasked Estep 
Score: -16249011.000000 Penalty: 13709.376953
	Iteration 16Q: 3 clusters Score -1.624901e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 54902 members 
Entering Unmasked Estep 
Score: -16249026.000000 Penalty: 13709.376953
	Iteration 17Q: 3 clusters Score -1.624903e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 54906 members 
Entering Unmasked Estep 
Score: -16249020.000000 Penalty: 13709.376953
	Iteration 18Q: 3 clusters Score -1.624902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 54909 members 
Entering Unmasked Estep 
Score: -16249027.000000 Penalty: 13709.376953
	Iteration 19Q: 3 clusters Score -1.624903e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 54912 members 
Entering Unmasked Estep 
Score: -16249019.000000 Penalty: 13709.376953
	Iteration 20F: 3 clusters Score -1.624902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 54915 members 
Entering Unmasked Estep 
Score: -16249019.000000 Penalty: 13709.376953
	Iteration 21Q: 3 clusters Score -1.624902e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 54916 members 
Entering Unmasked Estep 
Score: -16249017.000000 Penalty: 13709.376953
	Iteration 22Q: 3 clusters Score -1.624902e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 54916 members 
Entering Unmasked Estep 
Score: -16249017.000000 Penalty: 13709.376953
	Iteration 23F: 3 clusters Score -1.624902e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 15884 members 
Mstep: Class 3 contains 1542 members 
Mstep: Class 4 contains 54916 members 
Mstep: Class 5 contains 9174 members 
Mstep: Class 6 contains 61937 members 
Mstep: Class 7 contains 25539 members 
Mstep: Class 8 contains 93165 members 
Mstep: Class 9 contains 34333 members 
Mstep: Class 10 contains 1369 members 
Mstep: Class 11 contains 12632 members 
Mstep: Class 13 contains 2440 members 
Mstep: Class 14 contains 9933 members 
Mstep: Class 15 contains 37957 members 
Mstep: Class 16 contains 24963 members 
Mstep: Class 17 contains 5926 members 
Mstep: Class 18 contains 13634 members 
Mstep: Class 19 contains 79897 members 
Mstep: Class 20 contains 152841 members 
Mstep: Class 21 contains 43336 members 
Mstep: Class 22 contains 18550 members 
Entering Unmasked Estep 
Score: -157196032.000000 Penalty: 173433.734375
Splitting cluster 1 changes total score from -157177232.000000 to -157196032.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 2 (15884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Entering Unmasked Estep 
Score: -3393020.500000 Penalty: 5924.754395
	Iteration 0F: 2 clusters Score -3393020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -3379150.250000 Penalty: 11849.508789
	Iteration 0F: 3 clusters Score -3379150 nChanged 6171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -3382778.500000 Penalty: 11849.508789
	Iteration 1F: 3 clusters Score -3382778 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -3383772.750000 Penalty: 11849.508789
	Iteration 2F: 3 clusters Score -3383773 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -3384742.250000 Penalty: 11849.508789
	Iteration 3F: 3 clusters Score -3384742 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -3385697.750000 Penalty: 11849.508789
	Iteration 4F: 3 clusters Score -3385698 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -3386649.250000 Penalty: 11849.508789
	Iteration 5F: 3 clusters Score -3386649 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -3387380.500000 Penalty: 11849.508789
	Iteration 6F: 3 clusters Score -3387380 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -3387907.250000 Penalty: 11849.508789
	Iteration 7Q: 3 clusters Score -3387907 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -3388285.500000 Penalty: 11849.508789
	Iteration 8Q: 3 clusters Score -3388286 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -3388581.000000 Penalty: 11849.508789
	Iteration 9Q: 3 clusters Score -3388581 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -3388831.500000 Penalty: 11849.508789
	Iteration 10Q: 3 clusters Score -3388832 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -3389078.250000 Penalty: 11849.508789
	Iteration 11Q: 3 clusters Score -3389078 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -3389328.250000 Penalty: 11849.508789
	Iteration 12Q: 3 clusters Score -3389328 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -3389570.000000 Penalty: 11849.508789
	Iteration 13Q: 3 clusters Score -3389570 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -3389842.250000 Penalty: 11849.508789
	Iteration 14Q: 3 clusters Score -3389842 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -3390077.500000 Penalty: 11849.508789
	Iteration 15Q: 3 clusters Score -3390078 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -3390311.250000 Penalty: 11849.508789
	Iteration 16Q: 3 clusters Score -3390311 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -3390517.500000 Penalty: 11849.508789
	Iteration 17Q: 3 clusters Score -3390518 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -3390670.750000 Penalty: 11849.508789
	Iteration 18Q: 3 clusters Score -3390671 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -3390784.750000 Penalty: 11849.508789
	Iteration 19Q: 3 clusters Score -3390785 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -3390877.250000 Penalty: 11849.508789
	Iteration 20F: 3 clusters Score -3390877 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -3390954.500000 Penalty: 11849.508789
	Iteration 21Q: 3 clusters Score -3390954 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -3390993.500000 Penalty: 11849.508789
	Iteration 22Q: 3 clusters Score -3390994 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -3391002.000000 Penalty: 11849.508789
	Iteration 23Q: 3 clusters Score -3391002 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -3391007.750000 Penalty: 11849.508789
	Iteration 24Q: 3 clusters Score -3391008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -3391008.250000 Penalty: 11849.508789
	Iteration 25Q: 3 clusters Score -3391008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -3391013.000000 Penalty: 11849.508789
	Iteration 26Q: 3 clusters Score -3391013 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -3391023.500000 Penalty: 11849.508789
	Iteration 27Q: 3 clusters Score -3391024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -3391024.000000 Penalty: 11849.508789
	Iteration 28Q: 3 clusters Score -3391024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -3391034.500000 Penalty: 11849.508789
	Iteration 29Q: 3 clusters Score -3391034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -3391030.750000 Penalty: 11849.508789
	Iteration 30Q: 3 clusters Score -3391031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -3391033.000000 Penalty: 11849.508789
	Iteration 31Q: 3 clusters Score -3391033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -3391039.000000 Penalty: 11849.508789
	Iteration 32Q: 3 clusters Score -3391039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -3391044.500000 Penalty: 11849.508789
	Iteration 33Q: 3 clusters Score -3391044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -3391041.000000 Penalty: 11849.508789
	Iteration 34Q: 3 clusters Score -3391041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -3391042.000000 Penalty: 11849.508789
	Iteration 35Q: 3 clusters Score -3391042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -3391042.500000 Penalty: 11849.508789
	Iteration 36Q: 3 clusters Score -3391042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -3391039.500000 Penalty: 11849.508789
	Iteration 37Q: 3 clusters Score -3391040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -3391039.500000 Penalty: 11849.508789
	Iteration 38F: 3 clusters Score -3391040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Entering Unmasked Estep 
Score: -299962.000000 Penalty: 4496.261719
	Iteration 0F: 2 clusters Score -299962 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 743 members 
Entering Unmasked Estep 
Score: -295561.625000 Penalty: 8992.523438
	Iteration 0F: 3 clusters Score -295561.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -296469.468750 Penalty: 8992.523438
	Iteration 1F: 3 clusters Score -296469.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -297189.281250 Penalty: 8992.523438
	Iteration 2F: 3 clusters Score -297189.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -297636.031250 Penalty: 8992.523438
	Iteration 3F: 3 clusters Score -297636 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -297969.812500 Penalty: 8992.523438
	Iteration 4Q: 3 clusters Score -297969.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -298145.968750 Penalty: 8992.523438
	Iteration 5Q: 3 clusters Score -298146 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -298222.375000 Penalty: 8992.523438
	Iteration 6Q: 3 clusters Score -298222.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -298261.125000 Penalty: 8992.523438
	Iteration 7Q: 3 clusters Score -298261.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -298319.250000 Penalty: 8992.523438
	Iteration 8Q: 3 clusters Score -298319.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -298354.406250 Penalty: 8992.523438
	Iteration 9Q: 3 clusters Score -298354.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -298383.687500 Penalty: 8992.523438
	Iteration 10Q: 3 clusters Score -298383.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -298419.468750 Penalty: 8992.523438
	Iteration 11Q: 3 clusters Score -298419.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -298450.281250 Penalty: 8992.523438
	Iteration 12Q: 3 clusters Score -298450.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -298478.406250 Penalty: 8992.523438
	Iteration 13Q: 3 clusters Score -298478.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -298583.156250 Penalty: 8992.523438
	Iteration 14Q: 3 clusters Score -298583.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -298799.343750 Penalty: 8992.523438
	Iteration 15Q: 3 clusters Score -298799.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -298869.375000 Penalty: 8992.523438
	Iteration 16Q: 3 clusters Score -298869.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -298917.250000 Penalty: 8992.523438
	Iteration 17Q: 3 clusters Score -298917.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -299005.531250 Penalty: 8992.523438
	Iteration 18Q: 3 clusters Score -299005.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -299055.437500 Penalty: 8992.523438
	Iteration 19Q: 3 clusters Score -299055.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -299124.031250 Penalty: 8992.523438
	Iteration 20F: 3 clusters Score -299124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -299156.781250 Penalty: 8992.523438
	Iteration 21Q: 3 clusters Score -299156.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -299173.812500 Penalty: 8992.523438
	Iteration 22Q: 3 clusters Score -299173.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -299193.218750 Penalty: 8992.523438
	Iteration 23Q: 3 clusters Score -299193.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -299209.281250 Penalty: 8992.523438
	Iteration 24Q: 3 clusters Score -299209.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -299234.062500 Penalty: 8992.523438
	Iteration 25Q: 3 clusters Score -299234.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -299248.625000 Penalty: 8992.523438
	Iteration 26Q: 3 clusters Score -299248.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -299262.625000 Penalty: 8992.523438
	Iteration 27Q: 3 clusters Score -299262.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -299268.843750 Penalty: 8992.523438
	Iteration 28Q: 3 clusters Score -299268.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -299275.031250 Penalty: 8992.523438
	Iteration 29Q: 3 clusters Score -299275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -299278.906250 Penalty: 8992.523438
	Iteration 30Q: 3 clusters Score -299278.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -299285.062500 Penalty: 8992.523438
	Iteration 31Q: 3 clusters Score -299285.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -299300.718750 Penalty: 8992.523438
	Iteration 32Q: 3 clusters Score -299300.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -299332.843750 Penalty: 8992.523438
	Iteration 33Q: 3 clusters Score -299332.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -299393.937500 Penalty: 8992.523438
	Iteration 34Q: 3 clusters Score -299393.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -299433.968750 Penalty: 8992.523438
	Iteration 35Q: 3 clusters Score -299434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -299467.125000 Penalty: 8992.523438
	Iteration 36Q: 3 clusters Score -299467.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -299499.468750 Penalty: 8992.523438
	Iteration 37Q: 3 clusters Score -299499.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -299511.531250 Penalty: 8992.523438
	Iteration 38Q: 3 clusters Score -299511.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -299522.156250 Penalty: 8992.523438
	Iteration 39Q: 3 clusters Score -299522.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -299541.968750 Penalty: 8992.523438
	Iteration 40F: 3 clusters Score -299542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -299557.343750 Penalty: 8992.523438
	Iteration 41Q: 3 clusters Score -299557.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -299568.406250 Penalty: 8992.523438
	Iteration 42Q: 3 clusters Score -299568.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -299586.593750 Penalty: 8992.523438
	Iteration 43Q: 3 clusters Score -299586.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -299589.687500 Penalty: 8992.523438
	Iteration 44Q: 3 clusters Score -299589.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -299589.687500 Penalty: 8992.523438
	Iteration 45F: 3 clusters Score -299589.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Entering Unmasked Estep 
Score: -2052685.500000 Penalty: 5588.528809
	Iteration 0F: 2 clusters Score -2052686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -2043020.250000 Penalty: 11177.057617
	Iteration 0F: 3 clusters Score -2043020 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -2045484.750000 Penalty: 11177.057617
	Iteration 1F: 3 clusters Score -2045485 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -2047536.000000 Penalty: 11177.057617
	Iteration 2F: 3 clusters Score -2047536 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -2050335.125000 Penalty: 11177.057617
	Iteration 3F: 3 clusters Score -2050335 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -2053815.875000 Penalty: 11177.057617
	Iteration 4F: 3 clusters Score -2053816 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2055873.375000 Penalty: 11177.057617
	Iteration 5F: 3 clusters Score -2055873 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2056635.750000 Penalty: 11177.057617
	Iteration 6Q: 3 clusters Score -2056636 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2056877.250000 Penalty: 11177.057617
	Iteration 7Q: 3 clusters Score -2056877 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2056957.875000 Penalty: 11177.057617
	Iteration 8Q: 3 clusters Score -2056958 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2057021.875000 Penalty: 11177.057617
	Iteration 9Q: 3 clusters Score -2057022 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2057102.375000 Penalty: 11177.057617
	Iteration 10Q: 3 clusters Score -2057102 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2057129.000000 Penalty: 11177.057617
	Iteration 11Q: 3 clusters Score -2057129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2057142.500000 Penalty: 11177.057617
	Iteration 12Q: 3 clusters Score -2057142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2057148.875000 Penalty: 11177.057617
	Iteration 13Q: 3 clusters Score -2057149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2057155.500000 Penalty: 11177.057617
	Iteration 14Q: 3 clusters Score -2057156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2057157.125000 Penalty: 11177.057617
	Iteration 15Q: 3 clusters Score -2057157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2057157.125000 Penalty: 11177.057617
	Iteration 16F: 3 clusters Score -2057157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 15884 members 
Mstep: Class 3 contains 1542 members 
Mstep: Class 4 contains 54916 members 
Mstep: Class 5 contains 7372 members 
Mstep: Class 6 contains 61937 members 
Mstep: Class 7 contains 25539 members 
Mstep: Class 8 contains 93165 members 
Mstep: Class 9 contains 34333 members 
Mstep: Class 10 contains 1369 members 
Mstep: Class 11 contains 12632 members 
Mstep: Class 12 contains 1802 members 
Mstep: Class 13 contains 2440 members 
Mstep: Class 14 contains 9933 members 
Mstep: Class 15 contains 37957 members 
Mstep: Class 16 contains 24963 members 
Mstep: Class 17 contains 5926 members 
Mstep: Class 18 contains 13634 members 
Mstep: Class 19 contains 79897 members 
Mstep: Class 20 contains 152841 members 
Mstep: Class 21 contains 43336 members 
Mstep: Class 22 contains 18550 members 
Entering Unmasked Estep 
Score: -157196992.000000 Penalty: 181692.484375
Splitting cluster 5 changes total score from -157177232.000000 to -157196992.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 6 (61937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61937 members 
Entering Unmasked Estep 
Score: -13805362.000000 Penalty: 6758.247070
	Iteration 0F: 2 clusters Score -1.380536e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30945 members 
Mstep: Class 2 contains 30992 members 
Entering Unmasked Estep 
Score: -13761912.000000 Penalty: 13516.494141
	Iteration 0F: 3 clusters Score -1.376191e+07 nChanged 27649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30806 members 
Mstep: Class 2 contains 31131 members 
Entering Unmasked Estep 
Score: -13776670.000000 Penalty: 13516.494141
	Iteration 1F: 3 clusters Score -1.377667e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30734 members 
Mstep: Class 2 contains 31203 members 
Entering Unmasked Estep 
Score: -13777513.000000 Penalty: 13516.494141
	Iteration 2Q: 3 clusters Score -1.377751e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30586 members 
Mstep: Class 2 contains 31351 members 
Entering Unmasked Estep 
Score: -13778304.000000 Penalty: 13516.494141
	Iteration 3Q: 3 clusters Score -1.37783e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30398 members 
Mstep: Class 2 contains 31539 members 
Entering Unmasked Estep 
Score: -13778869.000000 Penalty: 13516.494141
	Iteration 4Q: 3 clusters Score -1.377887e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30092 members 
Mstep: Class 2 contains 31845 members 
Entering Unmasked Estep 
Score: -13779476.000000 Penalty: 13516.494141
	Iteration 5Q: 3 clusters Score -1.377948e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29682 members 
Mstep: Class 2 contains 32255 members 
Entering Unmasked Estep 
Score: -13780213.000000 Penalty: 13516.494141
	Iteration 6Q: 3 clusters Score -1.378021e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 32836 members 
Entering Unmasked Estep 
Score: -13781259.000000 Penalty: 13516.494141
	Iteration 7Q: 3 clusters Score -1.378126e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 33600 members 
Entering Unmasked Estep 
Score: -13782855.000000 Penalty: 13516.494141
	Iteration 8Q: 3 clusters Score -1.378286e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 34750 members 
Entering Unmasked Estep 
Score: -13785135.000000 Penalty: 13516.494141
	Iteration 9F: 3 clusters Score -1.378514e+07 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 36450 members 
Entering Unmasked Estep 
Score: -13787741.000000 Penalty: 13516.494141
	Iteration 10F: 3 clusters Score -1.378774e+07 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 38661 members 
Entering Unmasked Estep 
Score: -13790456.000000 Penalty: 13516.494141
	Iteration 11F: 3 clusters Score -1.379046e+07 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 41041 members 
Entering Unmasked Estep 
Score: -13792902.000000 Penalty: 13516.494141
	Iteration 12F: 3 clusters Score -1.37929e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 43281 members 
Entering Unmasked Estep 
Score: -13795060.000000 Penalty: 13516.494141
	Iteration 13F: 3 clusters Score -1.379506e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 45128 members 
Entering Unmasked Estep 
Score: -13796860.000000 Penalty: 13516.494141
	Iteration 14Q: 3 clusters Score -1.379686e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 46552 members 
Entering Unmasked Estep 
Score: -13798330.000000 Penalty: 13516.494141
	Iteration 15Q: 3 clusters Score -1.379833e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 47735 members 
Entering Unmasked Estep 
Score: -13799758.000000 Penalty: 13516.494141
	Iteration 16Q: 3 clusters Score -1.379976e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 48750 members 
Entering Unmasked Estep 
Score: -13801205.000000 Penalty: 13516.494141
	Iteration 17Q: 3 clusters Score -1.38012e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 49595 members 
Entering Unmasked Estep 
Score: -13802348.000000 Penalty: 13516.494141
	Iteration 18Q: 3 clusters Score -1.380235e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 50277 members 
Entering Unmasked Estep 
Score: -13802841.000000 Penalty: 13516.494141
	Iteration 19Q: 3 clusters Score -1.380284e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 50810 members 
Entering Unmasked Estep 
Score: -13803174.000000 Penalty: 13516.494141
	Iteration 20F: 3 clusters Score -1.380317e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 51256 members 
Entering Unmasked Estep 
Score: -13803418.000000 Penalty: 13516.494141
	Iteration 21Q: 3 clusters Score -1.380342e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 51649 members 
Entering Unmasked Estep 
Score: -13803673.000000 Penalty: 13516.494141
	Iteration 22Q: 3 clusters Score -1.380367e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 51968 members 
Entering Unmasked Estep 
Score: -13803879.000000 Penalty: 13516.494141
	Iteration 23Q: 3 clusters Score -1.380388e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 52214 members 
Entering Unmasked Estep 
Score: -13803936.000000 Penalty: 13516.494141
	Iteration 24Q: 3 clusters Score -1.380394e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 52403 members 
Entering Unmasked Estep 
Score: -13803984.000000 Penalty: 13516.494141
	Iteration 25Q: 3 clusters Score -1.380398e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 52573 members 
Entering Unmasked Estep 
Score: -13804016.000000 Penalty: 13516.494141
	Iteration 26Q: 3 clusters Score -1.380402e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 52724 members 
Entering Unmasked Estep 
Score: -13804075.000000 Penalty: 13516.494141
	Iteration 27Q: 3 clusters Score -1.380408e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 52862 members 
Entering Unmasked Estep 
Score: -13804099.000000 Penalty: 13516.494141
	Iteration 28Q: 3 clusters Score -1.38041e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 53009 members 
Entering Unmasked Estep 
Score: -13804112.000000 Penalty: 13516.494141
	Iteration 29Q: 3 clusters Score -1.380411e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 53132 members 
Entering Unmasked Estep 
Score: -13804145.000000 Penalty: 13516.494141
	Iteration 30Q: 3 clusters Score -1.380414e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 53235 members 
Entering Unmasked Estep 
Score: -13804168.000000 Penalty: 13516.494141
	Iteration 31Q: 3 clusters Score -1.380417e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 53339 members 
Entering Unmasked Estep 
Score: -13804236.000000 Penalty: 13516.494141
	Iteration 32Q: 3 clusters Score -1.380424e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 53437 members 
Entering Unmasked Estep 
Score: -13804229.000000 Penalty: 13516.494141
	Iteration 33Q: 3 clusters Score -1.380423e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 53544 members 
Entering Unmasked Estep 
Score: -13804260.000000 Penalty: 13516.494141
	Iteration 34Q: 3 clusters Score -1.380426e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 53628 members 
Entering Unmasked Estep 
Score: -13804277.000000 Penalty: 13516.494141
	Iteration 35Q: 3 clusters Score -1.380428e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 53704 members 
Entering Unmasked Estep 
Score: -13804308.000000 Penalty: 13516.494141
	Iteration 36Q: 3 clusters Score -1.380431e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 53771 members 
Entering Unmasked Estep 
Score: -13804304.000000 Penalty: 13516.494141
	Iteration 37Q: 3 clusters Score -1.38043e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 53833 members 
Entering Unmasked Estep 
Score: -13804314.000000 Penalty: 13516.494141
	Iteration 38Q: 3 clusters Score -1.380431e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 53894 members 
Entering Unmasked Estep 
Score: -13804319.000000 Penalty: 13516.494141
	Iteration 39Q: 3 clusters Score -1.380432e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 53960 members 
Entering Unmasked Estep 
Score: -13804342.000000 Penalty: 13516.494141
	Iteration 40F: 3 clusters Score -1.380434e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 54034 members 
Entering Unmasked Estep 
Score: -13804352.000000 Penalty: 13516.494141
	Iteration 41Q: 3 clusters Score -1.380435e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 54083 members 
Entering Unmasked Estep 
Score: -13804358.000000 Penalty: 13516.494141
	Iteration 42Q: 3 clusters Score -1.380436e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 54134 members 
Entering Unmasked Estep 
Score: -13804372.000000 Penalty: 13516.494141
	Iteration 43Q: 3 clusters Score -1.380437e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 54172 members 
Entering Unmasked Estep 
Score: -13804385.000000 Penalty: 13516.494141
	Iteration 44Q: 3 clusters Score -1.380438e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 54209 members 
Entering Unmasked Estep 
Score: -13804371.000000 Penalty: 13516.494141
	Iteration 45Q: 3 clusters Score -1.380437e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 54231 members 
Entering Unmasked Estep 
Score: -13804358.000000 Penalty: 13516.494141
	Iteration 46Q: 3 clusters Score -1.380436e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 54247 members 
Entering Unmasked Estep 
Score: -13804356.000000 Penalty: 13516.494141
	Iteration 47Q: 3 clusters Score -1.380436e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 54261 members 
Entering Unmasked Estep 
Score: -13804381.000000 Penalty: 13516.494141
	Iteration 48Q: 3 clusters Score -1.380438e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 54273 members 
Entering Unmasked Estep 
Score: -13804378.000000 Penalty: 13516.494141
	Iteration 49Q: 3 clusters Score -1.380438e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 54282 members 
Entering Unmasked Estep 
Score: -13804384.000000 Penalty: 13516.494141
	Iteration 50Q: 3 clusters Score -1.380438e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 54288 members 
Entering Unmasked Estep 
Score: -13804388.000000 Penalty: 13516.494141
	Iteration 51Q: 3 clusters Score -1.380439e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 54291 members 
Entering Unmasked Estep 
Score: -13804382.000000 Penalty: 13516.494141
	Iteration 52Q: 3 clusters Score -1.380438e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 54295 members 
Entering Unmasked Estep 
Score: -13804382.000000 Penalty: 13516.494141
	Iteration 53Q: 3 clusters Score -1.380438e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 54297 members 
Entering Unmasked Estep 
Score: -13804380.000000 Penalty: 13516.494141
	Iteration 54Q: 3 clusters Score -1.380438e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 54298 members 
Entering Unmasked Estep 
Score: -13804380.000000 Penalty: 13516.494141
	Iteration 55Q: 3 clusters Score -1.380438e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 54298 members 
Entering Unmasked Estep 
Score: -13804380.000000 Penalty: 13516.494141
	Iteration 56F: 3 clusters Score -1.380438e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (25539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Entering Unmasked Estep 
Score: -5448077.500000 Penalty: 6215.626465
	Iteration 0F: 2 clusters Score -5448078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -5428002.000000 Penalty: 12431.252930
	Iteration 0F: 3 clusters Score -5428002 nChanged 10709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -5433937.000000 Penalty: 12431.252930
	Iteration 1F: 3 clusters Score -5433937 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -5435101.500000 Penalty: 12431.252930
	Iteration 2F: 3 clusters Score -5435102 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -5436354.000000 Penalty: 12431.252930
	Iteration 3F: 3 clusters Score -5436354 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -5437734.000000 Penalty: 12431.252930
	Iteration 4F: 3 clusters Score -5437734 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -5439446.500000 Penalty: 12431.252930
	Iteration 5F: 3 clusters Score -5439446 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -5441169.500000 Penalty: 12431.252930
	Iteration 6F: 3 clusters Score -5441170 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -5442509.500000 Penalty: 12431.252930
	Iteration 7F: 3 clusters Score -5442510 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -5443433.000000 Penalty: 12431.252930
	Iteration 8Q: 3 clusters Score -5443433 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -5443941.500000 Penalty: 12431.252930
	Iteration 9Q: 3 clusters Score -5443942 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -5444246.000000 Penalty: 12431.252930
	Iteration 10Q: 3 clusters Score -5444246 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -5444413.500000 Penalty: 12431.252930
	Iteration 11Q: 3 clusters Score -5444414 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -5444509.000000 Penalty: 12431.252930
	Iteration 12Q: 3 clusters Score -5444509 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -5444600.000000 Penalty: 12431.252930
	Iteration 13Q: 3 clusters Score -5444600 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -5444700.500000 Penalty: 12431.252930
	Iteration 14Q: 3 clusters Score -5444700 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -5444736.500000 Penalty: 12431.252930
	Iteration 15Q: 3 clusters Score -5444736 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -5444787.000000 Penalty: 12431.252930
	Iteration 16Q: 3 clusters Score -5444787 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -5444786.500000 Penalty: 12431.252930
	Iteration 17Q: 3 clusters Score -5444786 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -5444808.000000 Penalty: 12431.252930
	Iteration 18Q: 3 clusters Score -5444808 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -5444823.000000 Penalty: 12431.252930
	Iteration 19Q: 3 clusters Score -5444823 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -5444841.000000 Penalty: 12431.252930
	Iteration 20F: 3 clusters Score -5444841 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -5444839.500000 Penalty: 12431.252930
	Iteration 21Q: 3 clusters Score -5444840 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -5444853.000000 Penalty: 12431.252930
	Iteration 22Q: 3 clusters Score -5444853 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -5444877.000000 Penalty: 12431.252930
	Iteration 23Q: 3 clusters Score -5444877 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -5444883.500000 Penalty: 12431.252930
	Iteration 24Q: 3 clusters Score -5444884 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -5444898.500000 Penalty: 12431.252930
	Iteration 25Q: 3 clusters Score -5444898 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -5444897.000000 Penalty: 12431.252930
	Iteration 26Q: 3 clusters Score -5444897 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -5444895.500000 Penalty: 12431.252930
	Iteration 27Q: 3 clusters Score -5444896 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -5444891.000000 Penalty: 12431.252930
	Iteration 28Q: 3 clusters Score -5444891 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -5444897.500000 Penalty: 12431.252930
	Iteration 29Q: 3 clusters Score -5444898 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -5444903.500000 Penalty: 12431.252930
	Iteration 30Q: 3 clusters Score -5444904 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -5444901.000000 Penalty: 12431.252930
	Iteration 31Q: 3 clusters Score -5444901 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -5444910.500000 Penalty: 12431.252930
	Iteration 32Q: 3 clusters Score -5444910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -5444914.500000 Penalty: 12431.252930
	Iteration 33Q: 3 clusters Score -5444914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -5444911.500000 Penalty: 12431.252930
	Iteration 34Q: 3 clusters Score -5444912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -5444917.000000 Penalty: 12431.252930
	Iteration 35Q: 3 clusters Score -5444917 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -5444918.000000 Penalty: 12431.252930
	Iteration 36Q: 3 clusters Score -5444918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -5444921.500000 Penalty: 12431.252930
	Iteration 37Q: 3 clusters Score -5444922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -5444925.000000 Penalty: 12431.252930
	Iteration 38Q: 3 clusters Score -5444925 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -5444920.000000 Penalty: 12431.252930
	Iteration 39Q: 3 clusters Score -5444920 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -5444925.500000 Penalty: 12431.252930
	Iteration 40F: 3 clusters Score -5444926 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -5444943.000000 Penalty: 12431.252930
	Iteration 41Q: 3 clusters Score -5444943 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -5444950.500000 Penalty: 12431.252930
	Iteration 42Q: 3 clusters Score -5444950 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -5444950.000000 Penalty: 12431.252930
	Iteration 43Q: 3 clusters Score -5444950 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -5444951.500000 Penalty: 12431.252930
	Iteration 44Q: 3 clusters Score -5444952 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -5444962.000000 Penalty: 12431.252930
	Iteration 45Q: 3 clusters Score -5444962 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -5444968.000000 Penalty: 12431.252930
	Iteration 46Q: 3 clusters Score -5444968 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -5444966.500000 Penalty: 12431.252930
	Iteration 47Q: 3 clusters Score -5444966 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -5444959.000000 Penalty: 12431.252930
	Iteration 48Q: 3 clusters Score -5444959 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -5444956.500000 Penalty: 12431.252930
	Iteration 49Q: 3 clusters Score -5444956 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -5444951.500000 Penalty: 12431.252930
	Iteration 50Q: 3 clusters Score -5444952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -5444959.500000 Penalty: 12431.252930
	Iteration 51Q: 3 clusters Score -5444960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -5444977.500000 Penalty: 12431.252930
	Iteration 52Q: 3 clusters Score -5444978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -5444979.500000 Penalty: 12431.252930
	Iteration 53Q: 3 clusters Score -5444980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -5444987.500000 Penalty: 12431.252930
	Iteration 54Q: 3 clusters Score -5444988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -5444988.500000 Penalty: 12431.252930
	Iteration 55Q: 3 clusters Score -5444988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -5444983.000000 Penalty: 12431.252930
	Iteration 56Q: 3 clusters Score -5444983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -5444986.500000 Penalty: 12431.252930
	Iteration 57Q: 3 clusters Score -5444986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -5444981.500000 Penalty: 12431.252930
	Iteration 58Q: 3 clusters Score -5444982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -5444983.500000 Penalty: 12431.252930
	Iteration 59Q: 3 clusters Score -5444984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -5444983.500000 Penalty: 12431.252930
	Iteration 60F: 3 clusters Score -5444984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -5444971.500000 Penalty: 12431.252930
	Iteration 61Q: 3 clusters Score -5444972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -5444979.000000 Penalty: 12431.252930
	Iteration 62Q: 3 clusters Score -5444979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -5444976.500000 Penalty: 12431.252930
	Iteration 63Q: 3 clusters Score -5444976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -5444980.000000 Penalty: 12431.252930
	Iteration 64Q: 3 clusters Score -5444980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -5444980.000000 Penalty: 12431.252930
	Iteration 65F: 3 clusters Score -5444980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (93165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93165 members 
Entering Unmasked Estep 
Score: -20912854.000000 Penalty: 7008.302734
	Iteration 0F: 2 clusters Score -2.091285e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46404 members 
Mstep: Class 2 contains 46761 members 
Entering Unmasked Estep 
Score: -20849264.000000 Penalty: 14016.605469
	Iteration 0F: 3 clusters Score -2.084926e+07 nChanged 42527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45511 members 
Mstep: Class 2 contains 47654 members 
Entering Unmasked Estep 
Score: -20871950.000000 Penalty: 14016.605469
	Iteration 1F: 3 clusters Score -2.087195e+07 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44779 members 
Mstep: Class 2 contains 48386 members 
Entering Unmasked Estep 
Score: -20872954.000000 Penalty: 14016.605469
	Iteration 2Q: 3 clusters Score -2.087295e+07 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43741 members 
Mstep: Class 2 contains 49424 members 
Entering Unmasked Estep 
Score: -20874238.000000 Penalty: 14016.605469
	Iteration 3Q: 3 clusters Score -2.087424e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42226 members 
Mstep: Class 2 contains 50939 members 
Entering Unmasked Estep 
Score: -20875492.000000 Penalty: 14016.605469
	Iteration 4Q: 3 clusters Score -2.087549e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40118 members 
Mstep: Class 2 contains 53047 members 
Entering Unmasked Estep 
Score: -20877102.000000 Penalty: 14016.605469
	Iteration 5Q: 3 clusters Score -2.08771e+07 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37249 members 
Mstep: Class 2 contains 55916 members 
Entering Unmasked Estep 
Score: -20879472.000000 Penalty: 14016.605469
	Iteration 6Q: 3 clusters Score -2.087947e+07 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33627 members 
Mstep: Class 2 contains 59538 members 
Entering Unmasked Estep 
Score: -20883430.000000 Penalty: 14016.605469
	Iteration 7F: 3 clusters Score -2.088343e+07 nChanged 5791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29526 members 
Mstep: Class 2 contains 63639 members 
Entering Unmasked Estep 
Score: -20890168.000000 Penalty: 14016.605469
	Iteration 8F: 3 clusters Score -2.089017e+07 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 66376 members 
Entering Unmasked Estep 
Score: -20899822.000000 Penalty: 14016.605469
	Iteration 9F: 3 clusters Score -2.089982e+07 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28037 members 
Mstep: Class 2 contains 65128 members 
Entering Unmasked Estep 
Score: -20907790.000000 Penalty: 14016.605469
	Iteration 10F: 3 clusters Score -2.090779e+07 nChanged 6548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32261 members 
Mstep: Class 2 contains 60904 members 
Entering Unmasked Estep 
Score: -20913588.000000 Penalty: 14016.605469
	Iteration 11F: 3 clusters Score -2.091359e+07 nChanged 6323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37586 members 
Mstep: Class 2 contains 55579 members 
Entering Unmasked Estep 
Score: -20919402.000000 Penalty: 14016.605469
	Iteration 12F: 3 clusters Score -2.09194e+07 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43004 members 
Mstep: Class 2 contains 50161 members 
Entering Unmasked Estep 
Score: -20926154.000000 Penalty: 14016.605469
	Iteration 13F: 3 clusters Score -2.092615e+07 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47611 members 
Mstep: Class 2 contains 45554 members 
Entering Unmasked Estep 
Score: -20932706.000000 Penalty: 14016.605469
	Iteration 14Q: 3 clusters Score -2.093271e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51244 members 
Mstep: Class 2 contains 41921 members 
Entering Unmasked Estep 
Score: -20939208.000000 Penalty: 14016.605469
	Iteration 15Q: 3 clusters Score -2.093921e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53838 members 
Mstep: Class 2 contains 39327 members 
Entering Unmasked Estep 
Score: -20944100.000000 Penalty: 14016.605469
	Iteration 16Q: 3 clusters Score -2.09441e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55314 members 
Mstep: Class 2 contains 37851 members 
Entering Unmasked Estep 
Score: -20945870.000000 Penalty: 14016.605469
	Iteration 17Q: 3 clusters Score -2.094587e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56052 members 
Mstep: Class 2 contains 37113 members 
Entering Unmasked Estep 
Score: -20946440.000000 Penalty: 14016.605469
	Iteration 18Q: 3 clusters Score -2.094644e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56404 members 
Mstep: Class 2 contains 36761 members 
Entering Unmasked Estep 
Score: -20946550.000000 Penalty: 14016.605469
	Iteration 19Q: 3 clusters Score -2.094655e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56566 members 
Mstep: Class 2 contains 36599 members 
Entering Unmasked Estep 
Score: -20946534.000000 Penalty: 14016.605469
	Iteration 20F: 3 clusters Score -2.094653e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56669 members 
Mstep: Class 2 contains 36496 members 
Entering Unmasked Estep 
Score: -20946532.000000 Penalty: 14016.605469
	Iteration 21Q: 3 clusters Score -2.094653e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56723 members 
Mstep: Class 2 contains 36442 members 
Entering Unmasked Estep 
Score: -20946514.000000 Penalty: 14016.605469
	Iteration 22Q: 3 clusters Score -2.094651e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56756 members 
Mstep: Class 2 contains 36409 members 
Entering Unmasked Estep 
Score: -20946540.000000 Penalty: 14016.605469
	Iteration 23Q: 3 clusters Score -2.094654e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56777 members 
Mstep: Class 2 contains 36388 members 
Entering Unmasked Estep 
Score: -20946556.000000 Penalty: 14016.605469
	Iteration 24Q: 3 clusters Score -2.094656e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56782 members 
Mstep: Class 2 contains 36383 members 
Entering Unmasked Estep 
Score: -20946548.000000 Penalty: 14016.605469
	Iteration 25Q: 3 clusters Score -2.094655e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56784 members 
Mstep: Class 2 contains 36381 members 
Entering Unmasked Estep 
Score: -20946556.000000 Penalty: 14016.605469
	Iteration 26Q: 3 clusters Score -2.094656e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56785 members 
Mstep: Class 2 contains 36380 members 
Entering Unmasked Estep 
Score: -20946554.000000 Penalty: 14016.605469
	Iteration 27Q: 3 clusters Score -2.094655e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56785 members 
Mstep: Class 2 contains 36380 members 
Entering Unmasked Estep 
Score: -20946554.000000 Penalty: 14016.605469
	Iteration 28F: 3 clusters Score -2.094655e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 15884 members 
Mstep: Class 3 contains 1542 members 
Mstep: Class 4 contains 54916 members 
Mstep: Class 5 contains 7372 members 
Mstep: Class 6 contains 61937 members 
Mstep: Class 7 contains 25539 members 
Mstep: Class 8 contains 56785 members 
Mstep: Class 9 contains 34333 members 
Mstep: Class 10 contains 1369 members 
Mstep: Class 11 contains 12632 members 
Mstep: Class 12 contains 1802 members 
Mstep: Class 13 contains 2440 members 
Mstep: Class 14 contains 9933 members 
Mstep: Class 15 contains 37957 members 
Mstep: Class 16 contains 24963 members 
Mstep: Class 17 contains 5926 members 
Mstep: Class 18 contains 13634 members 
Mstep: Class 19 contains 79897 members 
Mstep: Class 20 contains 152841 members 
Mstep: Class 21 contains 43336 members 
Mstep: Class 22 contains 18550 members 
Mstep: Class 23 contains 36380 members 
Entering Unmasked Estep 
Score: -157228336.000000 Penalty: 189951.234375
Splitting cluster 8 changes total score from -157177232.000000 to -157228336.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 9 (34333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34333 members 
Entering Unmasked Estep 
Score: -7682070.000000 Penalty: 6396.865234
	Iteration 0F: 2 clusters Score -7682070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -7656450.000000 Penalty: 12793.730469
	Iteration 0F: 3 clusters Score -7656450 nChanged 14721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -7664680.000000 Penalty: 12793.730469
	Iteration 1F: 3 clusters Score -7664680 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -7666565.000000 Penalty: 12793.730469
	Iteration 2F: 3 clusters Score -7666565 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -7669050.000000 Penalty: 12793.730469
	Iteration 3F: 3 clusters Score -7669050 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -7671352.000000 Penalty: 12793.730469
	Iteration 4F: 3 clusters Score -7671352 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -7673168.500000 Penalty: 12793.730469
	Iteration 5F: 3 clusters Score -7673168 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -7674491.500000 Penalty: 12793.730469
	Iteration 6F: 3 clusters Score -7674492 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -7675538.500000 Penalty: 12793.730469
	Iteration 7F: 3 clusters Score -7675538 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -7676478.000000 Penalty: 12793.730469
	Iteration 8Q: 3 clusters Score -7676478 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 24267 members 
Entering Unmasked Estep 
Score: -7677359.500000 Penalty: 12793.730469
	Iteration 9Q: 3 clusters Score -7677360 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
Score: -7678344.000000 Penalty: 12793.730469
	Iteration 10Q: 3 clusters Score -7678344 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -7679413.000000 Penalty: 12793.730469
	Iteration 11Q: 3 clusters Score -7679413 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 27198 members 
Entering Unmasked Estep 
Score: -7680251.500000 Penalty: 12793.730469
	Iteration 12Q: 3 clusters Score -7680252 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 27756 members 
Entering Unmasked Estep 
Score: -7680714.500000 Penalty: 12793.730469
	Iteration 13Q: 3 clusters Score -7680714 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -7680957.500000 Penalty: 12793.730469
	Iteration 14Q: 3 clusters Score -7680958 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 28464 members 
Entering Unmasked Estep 
Score: -7681112.500000 Penalty: 12793.730469
	Iteration 15Q: 3 clusters Score -7681112 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 28679 members 
Entering Unmasked Estep 
Score: -7681240.000000 Penalty: 12793.730469
	Iteration 16Q: 3 clusters Score -7681240 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 28857 members 
Entering Unmasked Estep 
Score: -7681318.000000 Penalty: 12793.730469
	Iteration 17Q: 3 clusters Score -7681318 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 28989 members 
Entering Unmasked Estep 
Score: -7681342.000000 Penalty: 12793.730469
	Iteration 18Q: 3 clusters Score -7681342 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -7681366.000000 Penalty: 12793.730469
	Iteration 19Q: 3 clusters Score -7681366 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 29202 members 
Entering Unmasked Estep 
Score: -7681376.500000 Penalty: 12793.730469
	Iteration 20F: 3 clusters Score -7681376 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 29262 members 
Entering Unmasked Estep 
Score: -7681400.500000 Penalty: 12793.730469
	Iteration 21Q: 3 clusters Score -7681400 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 29303 members 
Entering Unmasked Estep 
Score: -7681404.000000 Penalty: 12793.730469
	Iteration 22Q: 3 clusters Score -7681404 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 29339 members 
Entering Unmasked Estep 
Score: -7681406.500000 Penalty: 12793.730469
	Iteration 23Q: 3 clusters Score -7681406 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 29365 members 
Entering Unmasked Estep 
Score: -7681424.000000 Penalty: 12793.730469
	Iteration 24Q: 3 clusters Score -7681424 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 29389 members 
Entering Unmasked Estep 
Score: -7681449.500000 Penalty: 12793.730469
	Iteration 25Q: 3 clusters Score -7681450 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 29411 members 
Entering Unmasked Estep 
Score: -7681440.500000 Penalty: 12793.730469
	Iteration 26Q: 3 clusters Score -7681440 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 29431 members 
Entering Unmasked Estep 
Score: -7681449.500000 Penalty: 12793.730469
	Iteration 27Q: 3 clusters Score -7681450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 29442 members 
Entering Unmasked Estep 
Score: -7681456.500000 Penalty: 12793.730469
	Iteration 28Q: 3 clusters Score -7681456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 29451 members 
Entering Unmasked Estep 
Score: -7681465.500000 Penalty: 12793.730469
	Iteration 29Q: 3 clusters Score -7681466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 29463 members 
Entering Unmasked Estep 
Score: -7681459.500000 Penalty: 12793.730469
	Iteration 30Q: 3 clusters Score -7681460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 29472 members 
Entering Unmasked Estep 
Score: -7681453.500000 Penalty: 12793.730469
	Iteration 31Q: 3 clusters Score -7681454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 29476 members 
Entering Unmasked Estep 
Score: -7681464.500000 Penalty: 12793.730469
	Iteration 32Q: 3 clusters Score -7681464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 29485 members 
Entering Unmasked Estep 
Score: -7681465.000000 Penalty: 12793.730469
	Iteration 33Q: 3 clusters Score -7681465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 29493 members 
Entering Unmasked Estep 
Score: -7681484.500000 Penalty: 12793.730469
	Iteration 34Q: 3 clusters Score -7681484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 29502 members 
Entering Unmasked Estep 
Score: -7681473.500000 Penalty: 12793.730469
	Iteration 35Q: 3 clusters Score -7681474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 29509 members 
Entering Unmasked Estep 
Score: -7681472.500000 Penalty: 12793.730469
	Iteration 36Q: 3 clusters Score -7681472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 29518 members 
Entering Unmasked Estep 
Score: -7681466.500000 Penalty: 12793.730469
	Iteration 37Q: 3 clusters Score -7681466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 29525 members 
Entering Unmasked Estep 
Score: -7681469.500000 Penalty: 12793.730469
	Iteration 38Q: 3 clusters Score -7681470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 29533 members 
Entering Unmasked Estep 
Score: -7681464.500000 Penalty: 12793.730469
	Iteration 39Q: 3 clusters Score -7681464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 29538 members 
Entering Unmasked Estep 
Score: -7681471.500000 Penalty: 12793.730469
	Iteration 40F: 3 clusters Score -7681472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 29542 members 
Entering Unmasked Estep 
Score: -7681474.000000 Penalty: 12793.730469
	Iteration 41Q: 3 clusters Score -7681474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 29547 members 
Entering Unmasked Estep 
Score: -7681480.500000 Penalty: 12793.730469
	Iteration 42Q: 3 clusters Score -7681480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 29552 members 
Entering Unmasked Estep 
Score: -7681483.500000 Penalty: 12793.730469
	Iteration 43Q: 3 clusters Score -7681484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 29558 members 
Entering Unmasked Estep 
Score: -7681476.500000 Penalty: 12793.730469
	Iteration 44Q: 3 clusters Score -7681476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 29562 members 
Entering Unmasked Estep 
Score: -7681473.000000 Penalty: 12793.730469
	Iteration 45Q: 3 clusters Score -7681473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 29565 members 
Entering Unmasked Estep 
Score: -7681474.500000 Penalty: 12793.730469
	Iteration 46Q: 3 clusters Score -7681474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 29568 members 
Entering Unmasked Estep 
Score: -7681474.500000 Penalty: 12793.730469
	Iteration 47Q: 3 clusters Score -7681474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 29570 members 
Entering Unmasked Estep 
Score: -7681482.500000 Penalty: 12793.730469
	Iteration 48Q: 3 clusters Score -7681482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
Score: -7681476.000000 Penalty: 12793.730469
	Iteration 49Q: 3 clusters Score -7681476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 29577 members 
Entering Unmasked Estep 
Score: -7681476.000000 Penalty: 12793.730469
	Iteration 50Q: 3 clusters Score -7681476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 29581 members 
Entering Unmasked Estep 
Score: -7681474.000000 Penalty: 12793.730469
	Iteration 51Q: 3 clusters Score -7681474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 29585 members 
Entering Unmasked Estep 
Score: -7681482.500000 Penalty: 12793.730469
	Iteration 52Q: 3 clusters Score -7681482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 29588 members 
Entering Unmasked Estep 
Score: -7681486.500000 Penalty: 12793.730469
	Iteration 53Q: 3 clusters Score -7681486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 29589 members 
Entering Unmasked Estep 
Score: -7681482.000000 Penalty: 12793.730469
	Iteration 54Q: 3 clusters Score -7681482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 29590 members 
Entering Unmasked Estep 
Score: -7681480.500000 Penalty: 12793.730469
	Iteration 55Q: 3 clusters Score -7681480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 29593 members 
Entering Unmasked Estep 
Score: -7681478.000000 Penalty: 12793.730469
	Iteration 56Q: 3 clusters Score -7681478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 29593 members 
Entering Unmasked Estep 
Score: -7681478.000000 Penalty: 12793.730469
	Iteration 57F: 3 clusters Score -7681478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Entering Unmasked Estep 
Score: -271472.468750 Penalty: 4423.374512
	Iteration 0F: 2 clusters Score -271472.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -267062.281250 Penalty: 8846.749023
	Iteration 0F: 3 clusters Score -267062.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -267753.312500 Penalty: 8846.749023
	Iteration 1F: 3 clusters Score -267753.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -268082.750000 Penalty: 8846.749023
	Iteration 2F: 3 clusters Score -268082.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -268413.406250 Penalty: 8846.749023
	Iteration 3Q: 3 clusters Score -268413.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -268833.781250 Penalty: 8846.749023
	Iteration 4Q: 3 clusters Score -268833.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -269214.812500 Penalty: 8846.749023
	Iteration 5F: 3 clusters Score -269214.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -269508.625000 Penalty: 8846.749023
	Iteration 6Q: 3 clusters Score -269508.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -269851.937500 Penalty: 8846.749023
	Iteration 7Q: 3 clusters Score -269851.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -270348.812500 Penalty: 8846.749023
	Iteration 8Q: 3 clusters Score -270348.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -270816.843750 Penalty: 8846.749023
	Iteration 9Q: 3 clusters Score -270816.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -271084.031250 Penalty: 8846.749023
	Iteration 10Q: 3 clusters Score -271084 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -271203.062500 Penalty: 8846.749023
	Iteration 11Q: 3 clusters Score -271203.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -271260.906250 Penalty: 8846.749023
	Iteration 12Q: 3 clusters Score -271260.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -271294.062500 Penalty: 8846.749023
	Iteration 13Q: 3 clusters Score -271294.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -271301.093750 Penalty: 8846.749023
	Iteration 14Q: 3 clusters Score -271301.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -271303.125000 Penalty: 8846.749023
	Iteration 15Q: 3 clusters Score -271303.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -271308.906250 Penalty: 8846.749023
	Iteration 16Q: 3 clusters Score -271308.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -271308.906250 Penalty: 8846.749023
	Iteration 17F: 3 clusters Score -271308.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Entering Unmasked Estep 
Score: -2827511.000000 Penalty: 5784.443359
	Iteration 0F: 2 clusters Score -2827511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -2815637.750000 Penalty: 11568.886719
	Iteration 0F: 3 clusters Score -2815638 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -2818335.750000 Penalty: 11568.886719
	Iteration 1F: 3 clusters Score -2818336 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -2818810.750000 Penalty: 11568.886719
	Iteration 2F: 3 clusters Score -2818811 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -2819094.750000 Penalty: 11568.886719
	Iteration 3Q: 3 clusters Score -2819095 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -2819310.500000 Penalty: 11568.886719
	Iteration 4Q: 3 clusters Score -2819310 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -2819473.750000 Penalty: 11568.886719
	Iteration 5Q: 3 clusters Score -2819474 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -2819615.250000 Penalty: 11568.886719
	Iteration 6Q: 3 clusters Score -2819615 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -2819745.000000 Penalty: 11568.886719
	Iteration 7Q: 3 clusters Score -2819745 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -2819836.250000 Penalty: 11568.886719
	Iteration 8Q: 3 clusters Score -2819836 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -2819929.500000 Penalty: 11568.886719
	Iteration 9Q: 3 clusters Score -2819930 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -2820009.000000 Penalty: 11568.886719
	Iteration 10Q: 3 clusters Score -2820009 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -2820085.750000 Penalty: 11568.886719
	Iteration 11Q: 3 clusters Score -2820086 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -2820191.500000 Penalty: 11568.886719
	Iteration 12Q: 3 clusters Score -2820192 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -2820290.500000 Penalty: 11568.886719
	Iteration 13Q: 3 clusters Score -2820290 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -2820418.000000 Penalty: 11568.886719
	Iteration 14Q: 3 clusters Score -2820418 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -2820531.750000 Penalty: 11568.886719
	Iteration 15Q: 3 clusters Score -2820532 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -2820640.250000 Penalty: 11568.886719
	Iteration 16Q: 3 clusters Score -2820640 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -2820765.500000 Penalty: 11568.886719
	Iteration 17Q: 3 clusters Score -2820766 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -2820886.750000 Penalty: 11568.886719
	Iteration 18Q: 3 clusters Score -2820887 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -2820983.250000 Penalty: 11568.886719
	Iteration 19Q: 3 clusters Score -2820983 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -2821086.750000 Penalty: 11568.886719
	Iteration 20F: 3 clusters Score -2821087 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -2821199.000000 Penalty: 11568.886719
	Iteration 21Q: 3 clusters Score -2821199 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -2821313.000000 Penalty: 11568.886719
	Iteration 22Q: 3 clusters Score -2821313 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -2821420.500000 Penalty: 11568.886719
	Iteration 23Q: 3 clusters Score -2821420 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -2821503.500000 Penalty: 11568.886719
	Iteration 24Q: 3 clusters Score -2821504 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -2821578.250000 Penalty: 11568.886719
	Iteration 25Q: 3 clusters Score -2821578 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -2821661.250000 Penalty: 11568.886719
	Iteration 26Q: 3 clusters Score -2821661 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -2821735.500000 Penalty: 11568.886719
	Iteration 27Q: 3 clusters Score -2821736 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -2821807.250000 Penalty: 11568.886719
	Iteration 28Q: 3 clusters Score -2821807 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -2821855.000000 Penalty: 11568.886719
	Iteration 29Q: 3 clusters Score -2821855 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -2821911.750000 Penalty: 11568.886719
	Iteration 30Q: 3 clusters Score -2821912 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -2821948.250000 Penalty: 11568.886719
	Iteration 31Q: 3 clusters Score -2821948 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -2821987.750000 Penalty: 11568.886719
	Iteration 32Q: 3 clusters Score -2821988 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -2822027.250000 Penalty: 11568.886719
	Iteration 33Q: 3 clusters Score -2822027 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2822053.500000 Penalty: 11568.886719
	Iteration 34Q: 3 clusters Score -2822054 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -2822086.750000 Penalty: 11568.886719
	Iteration 35Q: 3 clusters Score -2822087 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -2822107.750000 Penalty: 11568.886719
	Iteration 36Q: 3 clusters Score -2822108 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -2822137.000000 Penalty: 11568.886719
	Iteration 37Q: 3 clusters Score -2822137 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -2822159.250000 Penalty: 11568.886719
	Iteration 38Q: 3 clusters Score -2822159 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -2822186.250000 Penalty: 11568.886719
	Iteration 39Q: 3 clusters Score -2822186 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -2822209.000000 Penalty: 11568.886719
	Iteration 40F: 3 clusters Score -2822209 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -2822225.500000 Penalty: 11568.886719
	Iteration 41Q: 3 clusters Score -2822226 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -2822264.000000 Penalty: 11568.886719
	Iteration 42Q: 3 clusters Score -2822264 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -2822292.500000 Penalty: 11568.886719
	Iteration 43Q: 3 clusters Score -2822292 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -2822314.500000 Penalty: 11568.886719
	Iteration 44Q: 3 clusters Score -2822314 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -2822349.750000 Penalty: 11568.886719
	Iteration 45Q: 3 clusters Score -2822350 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -2822366.500000 Penalty: 11568.886719
	Iteration 46Q: 3 clusters Score -2822366 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -2822392.000000 Penalty: 11568.886719
	Iteration 47Q: 3 clusters Score -2822392 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -2822419.500000 Penalty: 11568.886719
	Iteration 48Q: 3 clusters Score -2822420 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -2822426.000000 Penalty: 11568.886719
	Iteration 49Q: 3 clusters Score -2822426 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -2822447.500000 Penalty: 11568.886719
	Iteration 50Q: 3 clusters Score -2822448 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -2822460.000000 Penalty: 11568.886719
	Iteration 51Q: 3 clusters Score -2822460 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -2822473.250000 Penalty: 11568.886719
	Iteration 52Q: 3 clusters Score -2822473 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -2822486.500000 Penalty: 11568.886719
	Iteration 53Q: 3 clusters Score -2822486 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -2822506.750000 Penalty: 11568.886719
	Iteration 54Q: 3 clusters Score -2822507 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -2822503.500000 Penalty: 11568.886719
	Iteration 55Q: 3 clusters Score -2822504 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -2822520.500000 Penalty: 11568.886719
	Iteration 56Q: 3 clusters Score -2822520 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -2822534.500000 Penalty: 11568.886719
	Iteration 57Q: 3 clusters Score -2822534 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -2822549.750000 Penalty: 11568.886719
	Iteration 58Q: 3 clusters Score -2822550 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -2822562.750000 Penalty: 11568.886719
	Iteration 59Q: 3 clusters Score -2822563 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -2822561.750000 Penalty: 11568.886719
	Iteration 60F: 3 clusters Score -2822562 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -2822578.500000 Penalty: 11568.886719
	Iteration 61Q: 3 clusters Score -2822578 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -2822579.750000 Penalty: 11568.886719
	Iteration 62Q: 3 clusters Score -2822580 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -2822577.250000 Penalty: 11568.886719
	Iteration 63Q: 3 clusters Score -2822577 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -2822595.250000 Penalty: 11568.886719
	Iteration 64Q: 3 clusters Score -2822595 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -2822599.250000 Penalty: 11568.886719
	Iteration 65Q: 3 clusters Score -2822599 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -2822602.750000 Penalty: 11568.886719
	Iteration 66Q: 3 clusters Score -2822603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -2822608.000000 Penalty: 11568.886719
	Iteration 67Q: 3 clusters Score -2822608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -2822608.000000 Penalty: 11568.886719
	Iteration 68Q: 3 clusters Score -2822608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -2822613.250000 Penalty: 11568.886719
	Iteration 69Q: 3 clusters Score -2822613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -2822611.000000 Penalty: 11568.886719
	Iteration 70Q: 3 clusters Score -2822611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -2822618.250000 Penalty: 11568.886719
	Iteration 71Q: 3 clusters Score -2822618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -2822622.750000 Penalty: 11568.886719
	Iteration 72Q: 3 clusters Score -2822623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -2822632.750000 Penalty: 11568.886719
	Iteration 73Q: 3 clusters Score -2822633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -2822629.500000 Penalty: 11568.886719
	Iteration 74Q: 3 clusters Score -2822630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -2822635.250000 Penalty: 11568.886719
	Iteration 75Q: 3 clusters Score -2822635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -2822631.750000 Penalty: 11568.886719
	Iteration 76Q: 3 clusters Score -2822632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -2822636.000000 Penalty: 11568.886719
	Iteration 77Q: 3 clusters Score -2822636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -2822632.750000 Penalty: 11568.886719
	Iteration 78Q: 3 clusters Score -2822633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -2822631.000000 Penalty: 11568.886719
	Iteration 79Q: 3 clusters Score -2822631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -2822631.000000 Penalty: 11568.886719
	Iteration 80F: 3 clusters Score -2822631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Entering Unmasked Estep 
Score: -494082.125000 Penalty: 4777.348633
	Iteration 0F: 2 clusters Score -494082.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -489019.156250 Penalty: 9554.697266
	Iteration 0F: 3 clusters Score -489019.2 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -491422.843750 Penalty: 9554.697266
	Iteration 1F: 3 clusters Score -491422.8 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -493863.562500 Penalty: 9554.697266
	Iteration 2F: 3 clusters Score -493863.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -495711.156250 Penalty: 9554.697266
	Iteration 3F: 3 clusters Score -495711.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -497047.625000 Penalty: 9554.697266
	Iteration 4F: 3 clusters Score -497047.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -498456.593750 Penalty: 9554.697266
	Iteration 5F: 3 clusters Score -498456.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -500075.125000 Penalty: 9554.697266
	Iteration 6Q: 3 clusters Score -500075.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -500793.906250 Penalty: 9554.697266
	Iteration 7Q: 3 clusters Score -500793.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -500806.687500 Penalty: 9554.697266
	Iteration 8Q: 3 clusters Score -500806.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -500806.687500 Penalty: 9554.697266
	Iteration 9F: 3 clusters Score -500806.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 15884 members 
Mstep: Class 3 contains 1542 members 
Mstep: Class 4 contains 54916 members 
Mstep: Class 5 contains 7372 members 
Mstep: Class 6 contains 61937 members 
Mstep: Class 7 contains 25539 members 
Mstep: Class 8 contains 56785 members 
Mstep: Class 9 contains 34333 members 
Mstep: Class 10 contains 1369 members 
Mstep: Class 11 contains 12632 members 
Mstep: Class 12 contains 1802 members 
Mstep: Class 13 contains 1470 members 
Mstep: Class 14 contains 9933 members 
Mstep: Class 15 contains 37957 members 
Mstep: Class 16 contains 24963 members 
Mstep: Class 17 contains 5926 members 
Mstep: Class 18 contains 13634 members 
Mstep: Class 19 contains 79897 members 
Mstep: Class 20 contains 152841 members 
Mstep: Class 21 contains 43336 members 
Mstep: Class 22 contains 18550 members 
Mstep: Class 23 contains 36380 members 
Mstep: Class 24 contains 970 members 
Entering Unmasked Estep 
Score: -157229712.000000 Penalty: 198209.984375
Splitting cluster 13 changes total score from -157177232.000000 to -157229712.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 14 (9933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Entering Unmasked Estep 
Score: -2141658.250000 Penalty: 5637.215820
	Iteration 0F: 2 clusters Score -2141658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -2131483.000000 Penalty: 11274.431641
	Iteration 0F: 3 clusters Score -2131483 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -2133667.750000 Penalty: 11274.431641
	Iteration 1F: 3 clusters Score -2133668 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -2134202.500000 Penalty: 11274.431641
	Iteration 2F: 3 clusters Score -2134202 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -2134559.750000 Penalty: 11274.431641
	Iteration 3F: 3 clusters Score -2134560 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -2134901.000000 Penalty: 11274.431641
	Iteration 4Q: 3 clusters Score -2134901 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -2135217.500000 Penalty: 11274.431641
	Iteration 5Q: 3 clusters Score -2135218 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -2135502.500000 Penalty: 11274.431641
	Iteration 6Q: 3 clusters Score -2135502 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -2135765.500000 Penalty: 11274.431641
	Iteration 7Q: 3 clusters Score -2135766 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -2136029.250000 Penalty: 11274.431641
	Iteration 8Q: 3 clusters Score -2136029 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -2136289.500000 Penalty: 11274.431641
	Iteration 9Q: 3 clusters Score -2136290 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -2136531.250000 Penalty: 11274.431641
	Iteration 10Q: 3 clusters Score -2136531 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -2136684.500000 Penalty: 11274.431641
	Iteration 11Q: 3 clusters Score -2136684 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -2136828.000000 Penalty: 11274.431641
	Iteration 12Q: 3 clusters Score -2136828 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -2136961.750000 Penalty: 11274.431641
	Iteration 13Q: 3 clusters Score -2136962 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -2137058.500000 Penalty: 11274.431641
	Iteration 14Q: 3 clusters Score -2137058 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -2137166.000000 Penalty: 11274.431641
	Iteration 15Q: 3 clusters Score -2137166 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -2137279.250000 Penalty: 11274.431641
	Iteration 16Q: 3 clusters Score -2137279 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -2137382.500000 Penalty: 11274.431641
	Iteration 17Q: 3 clusters Score -2137382 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -2137484.000000 Penalty: 11274.431641
	Iteration 18Q: 3 clusters Score -2137484 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -2137586.000000 Penalty: 11274.431641
	Iteration 19Q: 3 clusters Score -2137586 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -2137680.750000 Penalty: 11274.431641
	Iteration 20F: 3 clusters Score -2137681 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -2137772.000000 Penalty: 11274.431641
	Iteration 21Q: 3 clusters Score -2137772 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -2137854.000000 Penalty: 11274.431641
	Iteration 22Q: 3 clusters Score -2137854 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -2137924.750000 Penalty: 11274.431641
	Iteration 23Q: 3 clusters Score -2137925 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -2138002.750000 Penalty: 11274.431641
	Iteration 24Q: 3 clusters Score -2138003 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -2138060.750000 Penalty: 11274.431641
	Iteration 25Q: 3 clusters Score -2138061 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -2138092.750000 Penalty: 11274.431641
	Iteration 26Q: 3 clusters Score -2138093 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -2138126.000000 Penalty: 11274.431641
	Iteration 27Q: 3 clusters Score -2138126 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -2138154.000000 Penalty: 11274.431641
	Iteration 28Q: 3 clusters Score -2138154 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -2138175.250000 Penalty: 11274.431641
	Iteration 29Q: 3 clusters Score -2138175 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -2138190.000000 Penalty: 11274.431641
	Iteration 30Q: 3 clusters Score -2138190 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -2138204.500000 Penalty: 11274.431641
	Iteration 31Q: 3 clusters Score -2138204 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -2138208.000000 Penalty: 11274.431641
	Iteration 32Q: 3 clusters Score -2138208 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -2138217.250000 Penalty: 11274.431641
	Iteration 33Q: 3 clusters Score -2138217 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -2138223.250000 Penalty: 11274.431641
	Iteration 34Q: 3 clusters Score -2138223 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -2138229.750000 Penalty: 11274.431641
	Iteration 35Q: 3 clusters Score -2138230 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -2138236.250000 Penalty: 11274.431641
	Iteration 36Q: 3 clusters Score -2138236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -2138243.500000 Penalty: 11274.431641
	Iteration 37Q: 3 clusters Score -2138244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -2138248.750000 Penalty: 11274.431641
	Iteration 38Q: 3 clusters Score -2138249 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -2138259.250000 Penalty: 11274.431641
	Iteration 39Q: 3 clusters Score -2138259 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -2138257.000000 Penalty: 11274.431641
	Iteration 40F: 3 clusters Score -2138257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -2138262.250000 Penalty: 11274.431641
	Iteration 41Q: 3 clusters Score -2138262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -2138268.000000 Penalty: 11274.431641
	Iteration 42Q: 3 clusters Score -2138268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -2138270.250000 Penalty: 11274.431641
	Iteration 43Q: 3 clusters Score -2138270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -2138274.500000 Penalty: 11274.431641
	Iteration 44Q: 3 clusters Score -2138274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -2138277.000000 Penalty: 11274.431641
	Iteration 45Q: 3 clusters Score -2138277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -2138281.750000 Penalty: 11274.431641
	Iteration 46Q: 3 clusters Score -2138282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -2138282.250000 Penalty: 11274.431641
	Iteration 47Q: 3 clusters Score -2138282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -2138283.250000 Penalty: 11274.431641
	Iteration 48Q: 3 clusters Score -2138283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -2138286.500000 Penalty: 11274.431641
	Iteration 49Q: 3 clusters Score -2138286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -2138289.500000 Penalty: 11274.431641
	Iteration 50Q: 3 clusters Score -2138290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -2138292.000000 Penalty: 11274.431641
	Iteration 51Q: 3 clusters Score -2138292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -2138297.250000 Penalty: 11274.431641
	Iteration 52Q: 3 clusters Score -2138297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -2138301.500000 Penalty: 11274.431641
	Iteration 53Q: 3 clusters Score -2138302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -2138303.500000 Penalty: 11274.431641
	Iteration 54Q: 3 clusters Score -2138304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -2138304.750000 Penalty: 11274.431641
	Iteration 55Q: 3 clusters Score -2138305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -2138305.250000 Penalty: 11274.431641
	Iteration 56Q: 3 clusters Score -2138305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -2138305.750000 Penalty: 11274.431641
	Iteration 57Q: 3 clusters Score -2138306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -2138305.250000 Penalty: 11274.431641
	Iteration 58Q: 3 clusters Score -2138305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -2138308.500000 Penalty: 11274.431641
	Iteration 59Q: 3 clusters Score -2138308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -2138308.000000 Penalty: 11274.431641
	Iteration 60F: 3 clusters Score -2138308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -2138310.500000 Penalty: 11274.431641
	Iteration 61Q: 3 clusters Score -2138310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -2138309.000000 Penalty: 11274.431641
	Iteration 62Q: 3 clusters Score -2138309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -2138311.500000 Penalty: 11274.431641
	Iteration 63Q: 3 clusters Score -2138312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -2138307.750000 Penalty: 11274.431641
	Iteration 64Q: 3 clusters Score -2138308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -2138309.250000 Penalty: 11274.431641
	Iteration 65Q: 3 clusters Score -2138309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -2138311.000000 Penalty: 11274.431641
	Iteration 66Q: 3 clusters Score -2138311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -2138311.000000 Penalty: 11274.431641
	Iteration 67F: 3 clusters Score -2138311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (37957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37957 members 
Entering Unmasked Estep 
Score: -8406164.000000 Penalty: 6458.328125
	Iteration 0F: 2 clusters Score -8406164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -8378357.500000 Penalty: 12916.656250
	Iteration 0F: 3 clusters Score -8378358 nChanged 16302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -8387089.000000 Penalty: 12916.656250
	Iteration 1F: 3 clusters Score -8387089 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -8388004.500000 Penalty: 12916.656250
	Iteration 2F: 3 clusters Score -8388004 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -8388858.000000 Penalty: 12916.656250
	Iteration 3Q: 3 clusters Score -8388858 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -8389812.000000 Penalty: 12916.656250
	Iteration 4Q: 3 clusters Score -8389812 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -8391122.000000 Penalty: 12916.656250
	Iteration 5Q: 3 clusters Score -8391122 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -8392964.000000 Penalty: 12916.656250
	Iteration 6F: 3 clusters Score -8392964 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -8395321.000000 Penalty: 12916.656250
	Iteration 7F: 3 clusters Score -8395321 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -8398057.000000 Penalty: 12916.656250
	Iteration 8F: 3 clusters Score -8398057 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26091 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -8400994.000000 Penalty: 12916.656250
	Iteration 9F: 3 clusters Score -8400994 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27192 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -8403467.000000 Penalty: 12916.656250
	Iteration 10F: 3 clusters Score -8403467 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27952 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -8405040.000000 Penalty: 12916.656250
	Iteration 11Q: 3 clusters Score -8405040 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -8405759.000000 Penalty: 12916.656250
	Iteration 12Q: 3 clusters Score -8405759 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28696 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -8406053.000000 Penalty: 12916.656250
	Iteration 13Q: 3 clusters Score -8406053 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28955 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -8406311.000000 Penalty: 12916.656250
	Iteration 14Q: 3 clusters Score -8406311 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -8406537.000000 Penalty: 12916.656250
	Iteration 15Q: 3 clusters Score -8406537 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29473 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -8406835.000000 Penalty: 12916.656250
	Iteration 16Q: 3 clusters Score -8406835 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29730 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -8407302.000000 Penalty: 12916.656250
	Iteration 17Q: 3 clusters Score -8407302 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -8407968.000000 Penalty: 12916.656250
	Iteration 18Q: 3 clusters Score -8407968 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30314 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -8408603.000000 Penalty: 12916.656250
	Iteration 19Q: 3 clusters Score -8408603 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30516 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -8408901.000000 Penalty: 12916.656250
	Iteration 20F: 3 clusters Score -8408901 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30670 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -8409014.000000 Penalty: 12916.656250
	Iteration 21Q: 3 clusters Score -8409014 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30751 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -8409054.000000 Penalty: 12916.656250
	Iteration 22Q: 3 clusters Score -8409054 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30802 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -8409058.000000 Penalty: 12916.656250
	Iteration 23Q: 3 clusters Score -8409058 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30844 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -8409074.000000 Penalty: 12916.656250
	Iteration 24Q: 3 clusters Score -8409074 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30870 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -8409076.000000 Penalty: 12916.656250
	Iteration 25Q: 3 clusters Score -8409076 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30891 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -8409057.000000 Penalty: 12916.656250
	Iteration 26Q: 3 clusters Score -8409057 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30907 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -8409051.000000 Penalty: 12916.656250
	Iteration 27Q: 3 clusters Score -8409051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30919 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -8409064.000000 Penalty: 12916.656250
	Iteration 28Q: 3 clusters Score -8409064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30927 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -8409076.000000 Penalty: 12916.656250
	Iteration 29Q: 3 clusters Score -8409076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30931 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -8409078.000000 Penalty: 12916.656250
	Iteration 30Q: 3 clusters Score -8409078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30931 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -8409072.000000 Penalty: 12916.656250
	Iteration 31Q: 3 clusters Score -8409072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30932 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -8409073.000000 Penalty: 12916.656250
	Iteration 32Q: 3 clusters Score -8409073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30934 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -8409074.000000 Penalty: 12916.656250
	Iteration 33Q: 3 clusters Score -8409074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30935 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -8409075.000000 Penalty: 12916.656250
	Iteration 34Q: 3 clusters Score -8409075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30935 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -8409075.000000 Penalty: 12916.656250
	Iteration 35F: 3 clusters Score -8409075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 15884 members 
Mstep: Class 3 contains 1542 members 
Mstep: Class 4 contains 54916 members 
Mstep: Class 5 contains 7372 members 
Mstep: Class 6 contains 61937 members 
Mstep: Class 7 contains 25539 members 
Mstep: Class 8 contains 56785 members 
Mstep: Class 9 contains 34333 members 
Mstep: Class 10 contains 1369 members 
Mstep: Class 11 contains 12632 members 
Mstep: Class 12 contains 1802 members 
Mstep: Class 13 contains 1470 members 
Mstep: Class 14 contains 9933 members 
Mstep: Class 15 contains 30935 members 
Mstep: Class 16 contains 24963 members 
Mstep: Class 17 contains 5926 members 
Mstep: Class 18 contains 13634 members 
Mstep: Class 19 contains 79897 members 
Mstep: Class 20 contains 152841 members 
Mstep: Class 21 contains 43336 members 
Mstep: Class 22 contains 18550 members 
Mstep: Class 23 contains 36380 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7022 members 
Entering Unmasked Estep 
Score: -157230480.000000 Penalty: 206468.734375
Splitting cluster 15 changes total score from -157177232.000000 to -157230480.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 16 (24963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24963 members 
Entering Unmasked Estep 
Score: -5441382.500000 Penalty: 6201.654297
	Iteration 0F: 2 clusters Score -5441382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -5421884.500000 Penalty: 12403.308594
	Iteration 0F: 3 clusters Score -5421884 nChanged 10422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -5427620.500000 Penalty: 12403.308594
	Iteration 1F: 3 clusters Score -5427620 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -5428531.500000 Penalty: 12403.308594
	Iteration 2F: 3 clusters Score -5428532 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -5429567.500000 Penalty: 12403.308594
	Iteration 3F: 3 clusters Score -5429568 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -5431059.000000 Penalty: 12403.308594
	Iteration 4F: 3 clusters Score -5431059 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -5433314.000000 Penalty: 12403.308594
	Iteration 5F: 3 clusters Score -5433314 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -5435455.000000 Penalty: 12403.308594
	Iteration 6F: 3 clusters Score -5435455 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -5437470.000000 Penalty: 12403.308594
	Iteration 7F: 3 clusters Score -5437470 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -5439133.500000 Penalty: 12403.308594
	Iteration 8F: 3 clusters Score -5439134 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -5440222.500000 Penalty: 12403.308594
	Iteration 9Q: 3 clusters Score -5440222 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -5440928.000000 Penalty: 12403.308594
	Iteration 10Q: 3 clusters Score -5440928 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -5441377.000000 Penalty: 12403.308594
	Iteration 11Q: 3 clusters Score -5441377 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -5441640.500000 Penalty: 12403.308594
	Iteration 12Q: 3 clusters Score -5441640 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 22894 members 
Entering Unmasked Estep 
Score: -5441838.500000 Penalty: 12403.308594
	Iteration 13Q: 3 clusters Score -5441838 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -5441968.000000 Penalty: 12403.308594
	Iteration 14Q: 3 clusters Score -5441968 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -5442032.000000 Penalty: 12403.308594
	Iteration 15Q: 3 clusters Score -5442032 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -5442094.500000 Penalty: 12403.308594
	Iteration 16Q: 3 clusters Score -5442094 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -5442131.500000 Penalty: 12403.308594
	Iteration 17Q: 3 clusters Score -5442132 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -5442160.000000 Penalty: 12403.308594
	Iteration 18Q: 3 clusters Score -5442160 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -5442167.000000 Penalty: 12403.308594
	Iteration 19Q: 3 clusters Score -5442167 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 23475 members 
Entering Unmasked Estep 
Score: -5442173.500000 Penalty: 12403.308594
	Iteration 20F: 3 clusters Score -5442174 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -5442196.500000 Penalty: 12403.308594
	Iteration 21Q: 3 clusters Score -5442196 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -5442210.500000 Penalty: 12403.308594
	Iteration 22Q: 3 clusters Score -5442210 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 23542 members 
Entering Unmasked Estep 
Score: -5442225.000000 Penalty: 12403.308594
	Iteration 23Q: 3 clusters Score -5442225 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -5442217.000000 Penalty: 12403.308594
	Iteration 24Q: 3 clusters Score -5442217 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -5442229.500000 Penalty: 12403.308594
	Iteration 25Q: 3 clusters Score -5442230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -5442232.000000 Penalty: 12403.308594
	Iteration 26Q: 3 clusters Score -5442232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -5442236.500000 Penalty: 12403.308594
	Iteration 27Q: 3 clusters Score -5442236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -5442231.000000 Penalty: 12403.308594
	Iteration 28Q: 3 clusters Score -5442231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -5442235.500000 Penalty: 12403.308594
	Iteration 29Q: 3 clusters Score -5442236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 23585 members 
Entering Unmasked Estep 
Score: -5442234.500000 Penalty: 12403.308594
	Iteration 30Q: 3 clusters Score -5442234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -5442245.500000 Penalty: 12403.308594
	Iteration 31Q: 3 clusters Score -5442246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -5442240.000000 Penalty: 12403.308594
	Iteration 32Q: 3 clusters Score -5442240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -5442245.500000 Penalty: 12403.308594
	Iteration 33Q: 3 clusters Score -5442246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -5442244.500000 Penalty: 12403.308594
	Iteration 34Q: 3 clusters Score -5442244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 23597 members 
Entering Unmasked Estep 
Score: -5442239.500000 Penalty: 12403.308594
	Iteration 35Q: 3 clusters Score -5442240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -5442246.000000 Penalty: 12403.308594
	Iteration 36Q: 3 clusters Score -5442246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -5442246.000000 Penalty: 12403.308594
	Iteration 37F: 3 clusters Score -5442246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 15884 members 
Mstep: Class 3 contains 1542 members 
Mstep: Class 4 contains 54916 members 
Mstep: Class 5 contains 7372 members 
Mstep: Class 6 contains 61937 members 
Mstep: Class 7 contains 25539 members 
Mstep: Class 8 contains 56785 members 
Mstep: Class 9 contains 34333 members 
Mstep: Class 10 contains 1369 members 
Mstep: Class 11 contains 12632 members 
Mstep: Class 12 contains 1802 members 
Mstep: Class 13 contains 1470 members 
Mstep: Class 14 contains 9933 members 
Mstep: Class 15 contains 30935 members 
Mstep: Class 16 contains 1365 members 
Mstep: Class 17 contains 5926 members 
Mstep: Class 18 contains 13634 members 
Mstep: Class 19 contains 79897 members 
Mstep: Class 20 contains 152841 members 
Mstep: Class 21 contains 43336 members 
Mstep: Class 22 contains 18550 members 
Mstep: Class 23 contains 36380 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7022 members 
Mstep: Class 26 contains 23598 members 
Entering Unmasked Estep 
Score: -157229600.000000 Penalty: 214727.484375
Splitting cluster 16 changes total score from -157177232.000000 to -157229600.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 17 (5926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Entering Unmasked Estep 
Score: -1262848.250000 Penalty: 5320.852051
	Iteration 0F: 2 clusters Score -1262848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1255190.500000 Penalty: 10641.704102
	Iteration 0F: 3 clusters Score -1255190 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1256613.000000 Penalty: 10641.704102
	Iteration 1F: 3 clusters Score -1256613 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1257023.250000 Penalty: 10641.704102
	Iteration 2F: 3 clusters Score -1257023 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1257328.250000 Penalty: 10641.704102
	Iteration 3Q: 3 clusters Score -1257328 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1257636.250000 Penalty: 10641.704102
	Iteration 4Q: 3 clusters Score -1257636 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1258174.625000 Penalty: 10641.704102
	Iteration 5Q: 3 clusters Score -1258175 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1259795.625000 Penalty: 10641.704102
	Iteration 6F: 3 clusters Score -1259796 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1263748.250000 Penalty: 10641.704102
	Iteration 7F: 3 clusters Score -1263748 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1266607.000000 Penalty: 10641.704102
	Iteration 8F: 3 clusters Score -1266607 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1268177.500000 Penalty: 10641.704102
	Iteration 9F: 3 clusters Score -1268178 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1269162.625000 Penalty: 10641.704102
	Iteration 10Q: 3 clusters Score -1269163 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1269670.125000 Penalty: 10641.704102
	Iteration 11Q: 3 clusters Score -1269670 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1269860.000000 Penalty: 10641.704102
	Iteration 12Q: 3 clusters Score -1269860 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1269901.375000 Penalty: 10641.704102
	Iteration 13Q: 3 clusters Score -1269901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1269937.000000 Penalty: 10641.704102
	Iteration 14Q: 3 clusters Score -1269937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1269992.250000 Penalty: 10641.704102
	Iteration 15Q: 3 clusters Score -1269992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1270049.000000 Penalty: 10641.704102
	Iteration 16Q: 3 clusters Score -1270049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1270056.875000 Penalty: 10641.704102
	Iteration 17Q: 3 clusters Score -1270057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1270064.375000 Penalty: 10641.704102
	Iteration 18Q: 3 clusters Score -1270064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1270065.250000 Penalty: 10641.704102
	Iteration 19F: 3 clusters Score -1270065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1270070.000000 Penalty: 10641.704102
	Iteration 20F: 3 clusters Score -1270070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1270077.250000 Penalty: 10641.704102
	Iteration 21Q: 3 clusters Score -1270077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1270085.875000 Penalty: 10641.704102
	Iteration 22Q: 3 clusters Score -1270086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1270085.875000 Penalty: 10641.704102
	Iteration 23F: 3 clusters Score -1270086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 15884 members 
Mstep: Class 3 contains 1542 members 
Mstep: Class 4 contains 54916 members 
Mstep: Class 5 contains 7372 members 
Mstep: Class 6 contains 61937 members 
Mstep: Class 7 contains 25539 members 
Mstep: Class 8 contains 56785 members 
Mstep: Class 9 contains 34333 members 
Mstep: Class 10 contains 1369 members 
Mstep: Class 11 contains 12632 members 
Mstep: Class 12 contains 1802 members 
Mstep: Class 13 contains 1470 members 
Mstep: Class 14 contains 9933 members 
Mstep: Class 15 contains 30935 members 
Mstep: Class 16 contains 1365 members 
Mstep: Class 17 contains 1095 members 
Mstep: Class 18 contains 13634 members 
Mstep: Class 19 contains 79897 members 
Mstep: Class 20 contains 152841 members 
Mstep: Class 21 contains 43336 members 
Mstep: Class 22 contains 18550 members 
Mstep: Class 23 contains 36380 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7022 members 
Mstep: Class 26 contains 23598 members 
Mstep: Class 27 contains 4831 members 
Entering Unmasked Estep 
Score: -157234064.000000 Penalty: 222986.234375
Splitting cluster 17 changes total score from -157177232.000000 to -157234064.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 18 (13634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Entering Unmasked Estep 
Score: -3048876.000000 Penalty: 5831.197266
	Iteration 0F: 2 clusters Score -3048876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -3036376.500000 Penalty: 11662.394531
	Iteration 0F: 3 clusters Score -3036376 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -3039200.500000 Penalty: 11662.394531
	Iteration 1F: 3 clusters Score -3039200 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -3039705.250000 Penalty: 11662.394531
	Iteration 2F: 3 clusters Score -3039705 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -3039973.250000 Penalty: 11662.394531
	Iteration 3Q: 3 clusters Score -3039973 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -3040176.250000 Penalty: 11662.394531
	Iteration 4Q: 3 clusters Score -3040176 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -3040303.250000 Penalty: 11662.394531
	Iteration 5Q: 3 clusters Score -3040303 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -3040417.250000 Penalty: 11662.394531
	Iteration 6Q: 3 clusters Score -3040417 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -3040482.750000 Penalty: 11662.394531
	Iteration 7Q: 3 clusters Score -3040483 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -3040549.000000 Penalty: 11662.394531
	Iteration 8Q: 3 clusters Score -3040549 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -3040616.000000 Penalty: 11662.394531
	Iteration 9Q: 3 clusters Score -3040616 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -3040662.250000 Penalty: 11662.394531
	Iteration 10Q: 3 clusters Score -3040662 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -3040714.500000 Penalty: 11662.394531
	Iteration 11Q: 3 clusters Score -3040714 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -3040734.000000 Penalty: 11662.394531
	Iteration 12Q: 3 clusters Score -3040734 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -3040771.750000 Penalty: 11662.394531
	Iteration 13Q: 3 clusters Score -3040772 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -3040807.000000 Penalty: 11662.394531
	Iteration 14Q: 3 clusters Score -3040807 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -3040844.750000 Penalty: 11662.394531
	Iteration 15Q: 3 clusters Score -3040845 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -3040880.250000 Penalty: 11662.394531
	Iteration 16Q: 3 clusters Score -3040880 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -3040923.500000 Penalty: 11662.394531
	Iteration 17Q: 3 clusters Score -3040924 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -3040949.000000 Penalty: 11662.394531
	Iteration 18Q: 3 clusters Score -3040949 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -3040979.500000 Penalty: 11662.394531
	Iteration 19Q: 3 clusters Score -3040980 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -3041000.500000 Penalty: 11662.394531
	Iteration 20F: 3 clusters Score -3041000 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -3041032.500000 Penalty: 11662.394531
	Iteration 21Q: 3 clusters Score -3041032 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -3041064.500000 Penalty: 11662.394531
	Iteration 22Q: 3 clusters Score -3041064 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -3041098.500000 Penalty: 11662.394531
	Iteration 23Q: 3 clusters Score -3041098 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -3041131.000000 Penalty: 11662.394531
	Iteration 24Q: 3 clusters Score -3041131 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -3041192.500000 Penalty: 11662.394531
	Iteration 25Q: 3 clusters Score -3041192 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -3041226.000000 Penalty: 11662.394531
	Iteration 26Q: 3 clusters Score -3041226 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -3041289.500000 Penalty: 11662.394531
	Iteration 27Q: 3 clusters Score -3041290 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -3041348.000000 Penalty: 11662.394531
	Iteration 28Q: 3 clusters Score -3041348 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -3041419.750000 Penalty: 11662.394531
	Iteration 29Q: 3 clusters Score -3041420 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -3041508.000000 Penalty: 11662.394531
	Iteration 30Q: 3 clusters Score -3041508 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -3041585.500000 Penalty: 11662.394531
	Iteration 31Q: 3 clusters Score -3041586 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -3041673.500000 Penalty: 11662.394531
	Iteration 32Q: 3 clusters Score -3041674 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -3041778.750000 Penalty: 11662.394531
	Iteration 33Q: 3 clusters Score -3041779 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -3041883.250000 Penalty: 11662.394531
	Iteration 34Q: 3 clusters Score -3041883 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -3041976.750000 Penalty: 11662.394531
	Iteration 35Q: 3 clusters Score -3041977 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -3042102.500000 Penalty: 11662.394531
	Iteration 36Q: 3 clusters Score -3042102 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -3042214.500000 Penalty: 11662.394531
	Iteration 37Q: 3 clusters Score -3042214 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -3042336.000000 Penalty: 11662.394531
	Iteration 38Q: 3 clusters Score -3042336 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -3042459.250000 Penalty: 11662.394531
	Iteration 39Q: 3 clusters Score -3042459 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -3042589.000000 Penalty: 11662.394531
	Iteration 40F: 3 clusters Score -3042589 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -3042713.750000 Penalty: 11662.394531
	Iteration 41Q: 3 clusters Score -3042714 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -3042833.250000 Penalty: 11662.394531
	Iteration 42Q: 3 clusters Score -3042833 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -3042955.250000 Penalty: 11662.394531
	Iteration 43Q: 3 clusters Score -3042955 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -3043047.750000 Penalty: 11662.394531
	Iteration 44Q: 3 clusters Score -3043048 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -3043131.250000 Penalty: 11662.394531
	Iteration 45Q: 3 clusters Score -3043131 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -3043213.250000 Penalty: 11662.394531
	Iteration 46Q: 3 clusters Score -3043213 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -3043289.250000 Penalty: 11662.394531
	Iteration 47Q: 3 clusters Score -3043289 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -3043333.000000 Penalty: 11662.394531
	Iteration 48Q: 3 clusters Score -3043333 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -3043372.750000 Penalty: 11662.394531
	Iteration 49Q: 3 clusters Score -3043373 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -3043409.250000 Penalty: 11662.394531
	Iteration 50Q: 3 clusters Score -3043409 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -3043447.750000 Penalty: 11662.394531
	Iteration 51Q: 3 clusters Score -3043448 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -3043475.000000 Penalty: 11662.394531
	Iteration 52Q: 3 clusters Score -3043475 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -3043505.500000 Penalty: 11662.394531
	Iteration 53Q: 3 clusters Score -3043506 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -3043535.750000 Penalty: 11662.394531
	Iteration 54Q: 3 clusters Score -3043536 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -3043554.750000 Penalty: 11662.394531
	Iteration 55Q: 3 clusters Score -3043555 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -3043581.750000 Penalty: 11662.394531
	Iteration 56Q: 3 clusters Score -3043582 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -3043608.000000 Penalty: 11662.394531
	Iteration 57Q: 3 clusters Score -3043608 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -3043616.500000 Penalty: 11662.394531
	Iteration 58Q: 3 clusters Score -3043616 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -3043631.500000 Penalty: 11662.394531
	Iteration 59Q: 3 clusters Score -3043632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -3043649.250000 Penalty: 11662.394531
	Iteration 60F: 3 clusters Score -3043649 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -3043663.000000 Penalty: 11662.394531
	Iteration 61Q: 3 clusters Score -3043663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -3043665.250000 Penalty: 11662.394531
	Iteration 62Q: 3 clusters Score -3043665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -3043669.750000 Penalty: 11662.394531
	Iteration 63Q: 3 clusters Score -3043670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -3043677.000000 Penalty: 11662.394531
	Iteration 64Q: 3 clusters Score -3043677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -3043678.750000 Penalty: 11662.394531
	Iteration 65Q: 3 clusters Score -3043679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -3043688.250000 Penalty: 11662.394531
	Iteration 66Q: 3 clusters Score -3043688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -3043697.750000 Penalty: 11662.394531
	Iteration 67Q: 3 clusters Score -3043698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -3043694.000000 Penalty: 11662.394531
	Iteration 68Q: 3 clusters Score -3043694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -3043693.750000 Penalty: 11662.394531
	Iteration 69Q: 3 clusters Score -3043694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -3043695.500000 Penalty: 11662.394531
	Iteration 70Q: 3 clusters Score -3043696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -3043704.250000 Penalty: 11662.394531
	Iteration 71Q: 3 clusters Score -3043704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -3043707.500000 Penalty: 11662.394531
	Iteration 72Q: 3 clusters Score -3043708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -3043709.750000 Penalty: 11662.394531
	Iteration 73Q: 3 clusters Score -3043710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -3043706.000000 Penalty: 11662.394531
	Iteration 74Q: 3 clusters Score -3043706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -3043704.750000 Penalty: 11662.394531
	Iteration 75Q: 3 clusters Score -3043705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -3043709.750000 Penalty: 11662.394531
	Iteration 76Q: 3 clusters Score -3043710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -3043710.000000 Penalty: 11662.394531
	Iteration 77Q: 3 clusters Score -3043710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -3043710.000000 Penalty: 11662.394531
	Iteration 78F: 3 clusters Score -3043710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (79897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79897 members 
Entering Unmasked Estep 
Score: -17831396.000000 Penalty: 6914.202148
	Iteration 0F: 2 clusters Score -1.78314e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40224 members 
Mstep: Class 2 contains 39673 members 
Entering Unmasked Estep 
Score: -17776432.000000 Penalty: 13828.404297
	Iteration 0F: 3 clusters Score -1.777643e+07 nChanged 36056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41386 members 
Mstep: Class 2 contains 38511 members 
Entering Unmasked Estep 
Score: -17795918.000000 Penalty: 13828.404297
	Iteration 1F: 3 clusters Score -1.779592e+07 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42110 members 
Mstep: Class 2 contains 37787 members 
Entering Unmasked Estep 
Score: -17797782.000000 Penalty: 13828.404297
	Iteration 2F: 3 clusters Score -1.779778e+07 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42959 members 
Mstep: Class 2 contains 36938 members 
Entering Unmasked Estep 
Score: -17799838.000000 Penalty: 13828.404297
	Iteration 3Q: 3 clusters Score -1.779984e+07 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43737 members 
Mstep: Class 2 contains 36160 members 
Entering Unmasked Estep 
Score: -17801742.000000 Penalty: 13828.404297
	Iteration 4Q: 3 clusters Score -1.780174e+07 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44588 members 
Mstep: Class 2 contains 35309 members 
Entering Unmasked Estep 
Score: -17803490.000000 Penalty: 13828.404297
	Iteration 5Q: 3 clusters Score -1.780349e+07 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45616 members 
Mstep: Class 2 contains 34281 members 
Entering Unmasked Estep 
Score: -17805444.000000 Penalty: 13828.404297
	Iteration 6Q: 3 clusters Score -1.780544e+07 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46807 members 
Mstep: Class 2 contains 33090 members 
Entering Unmasked Estep 
Score: -17807502.000000 Penalty: 13828.404297
	Iteration 7Q: 3 clusters Score -1.78075e+07 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48215 members 
Mstep: Class 2 contains 31682 members 
Entering Unmasked Estep 
Score: -17809562.000000 Penalty: 13828.404297
	Iteration 8Q: 3 clusters Score -1.780956e+07 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49812 members 
Mstep: Class 2 contains 30085 members 
Entering Unmasked Estep 
Score: -17811604.000000 Penalty: 13828.404297
	Iteration 9Q: 3 clusters Score -1.78116e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51373 members 
Mstep: Class 2 contains 28524 members 
Entering Unmasked Estep 
Score: -17813602.000000 Penalty: 13828.404297
	Iteration 10Q: 3 clusters Score -1.78136e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53071 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -17815620.000000 Penalty: 13828.404297
	Iteration 11Q: 3 clusters Score -1.781562e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54709 members 
Mstep: Class 2 contains 25188 members 
Entering Unmasked Estep 
Score: -17817862.000000 Penalty: 13828.404297
	Iteration 12Q: 3 clusters Score -1.781786e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56139 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -17819864.000000 Penalty: 13828.404297
	Iteration 13Q: 3 clusters Score -1.781986e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57379 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -17821436.000000 Penalty: 13828.404297
	Iteration 14Q: 3 clusters Score -1.782144e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58465 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -17822816.000000 Penalty: 13828.404297
	Iteration 15Q: 3 clusters Score -1.782282e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59396 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -17823808.000000 Penalty: 13828.404297
	Iteration 16Q: 3 clusters Score -1.782381e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60197 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -17824542.000000 Penalty: 13828.404297
	Iteration 17Q: 3 clusters Score -1.782454e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60962 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -17825008.000000 Penalty: 13828.404297
	Iteration 18Q: 3 clusters Score -1.782501e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61619 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -17825306.000000 Penalty: 13828.404297
	Iteration 19Q: 3 clusters Score -1.782531e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62193 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -17825594.000000 Penalty: 13828.404297
	Iteration 20F: 3 clusters Score -1.782559e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62700 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -17825814.000000 Penalty: 13828.404297
	Iteration 21Q: 3 clusters Score -1.782581e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63113 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -17825958.000000 Penalty: 13828.404297
	Iteration 22Q: 3 clusters Score -1.782596e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63445 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -17826028.000000 Penalty: 13828.404297
	Iteration 23Q: 3 clusters Score -1.782603e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63762 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -17826144.000000 Penalty: 13828.404297
	Iteration 24Q: 3 clusters Score -1.782614e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64029 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -17826222.000000 Penalty: 13828.404297
	Iteration 25Q: 3 clusters Score -1.782622e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64258 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -17826198.000000 Penalty: 13828.404297
	Iteration 26Q: 3 clusters Score -1.78262e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64500 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -17826254.000000 Penalty: 13828.404297
	Iteration 27Q: 3 clusters Score -1.782625e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64725 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -17826280.000000 Penalty: 13828.404297
	Iteration 28Q: 3 clusters Score -1.782628e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64937 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -17826340.000000 Penalty: 13828.404297
	Iteration 29Q: 3 clusters Score -1.782634e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65108 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -17826388.000000 Penalty: 13828.404297
	Iteration 30Q: 3 clusters Score -1.782639e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65261 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -17826394.000000 Penalty: 13828.404297
	Iteration 31Q: 3 clusters Score -1.782639e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65413 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -17826398.000000 Penalty: 13828.404297
	Iteration 32Q: 3 clusters Score -1.78264e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65553 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -17826402.000000 Penalty: 13828.404297
	Iteration 33Q: 3 clusters Score -1.78264e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65667 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -17826444.000000 Penalty: 13828.404297
	Iteration 34Q: 3 clusters Score -1.782644e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65778 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -17826440.000000 Penalty: 13828.404297
	Iteration 35Q: 3 clusters Score -1.782644e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65891 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -17826460.000000 Penalty: 13828.404297
	Iteration 36Q: 3 clusters Score -1.782646e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66000 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -17826472.000000 Penalty: 13828.404297
	Iteration 37Q: 3 clusters Score -1.782647e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66093 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -17826470.000000 Penalty: 13828.404297
	Iteration 38Q: 3 clusters Score -1.782647e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66186 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -17826456.000000 Penalty: 13828.404297
	Iteration 39Q: 3 clusters Score -1.782646e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66275 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -17826494.000000 Penalty: 13828.404297
	Iteration 40F: 3 clusters Score -1.782649e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66367 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -17826516.000000 Penalty: 13828.404297
	Iteration 41Q: 3 clusters Score -1.782652e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66458 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -17826562.000000 Penalty: 13828.404297
	Iteration 42Q: 3 clusters Score -1.782656e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66556 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -17826570.000000 Penalty: 13828.404297
	Iteration 43Q: 3 clusters Score -1.782657e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66661 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -17826592.000000 Penalty: 13828.404297
	Iteration 44Q: 3 clusters Score -1.782659e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66761 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -17826564.000000 Penalty: 13828.404297
	Iteration 45Q: 3 clusters Score -1.782656e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66850 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -17826608.000000 Penalty: 13828.404297
	Iteration 46Q: 3 clusters Score -1.782661e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66955 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -17826634.000000 Penalty: 13828.404297
	Iteration 47Q: 3 clusters Score -1.782663e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67063 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -17826642.000000 Penalty: 13828.404297
	Iteration 48Q: 3 clusters Score -1.782664e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67150 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -17826668.000000 Penalty: 13828.404297
	Iteration 49Q: 3 clusters Score -1.782667e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67238 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -17826686.000000 Penalty: 13828.404297
	Iteration 50Q: 3 clusters Score -1.782669e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67336 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -17826690.000000 Penalty: 13828.404297
	Iteration 51Q: 3 clusters Score -1.782669e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67427 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -17826708.000000 Penalty: 13828.404297
	Iteration 52Q: 3 clusters Score -1.782671e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67519 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -17826734.000000 Penalty: 13828.404297
	Iteration 53Q: 3 clusters Score -1.782673e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67590 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -17826734.000000 Penalty: 13828.404297
	Iteration 54Q: 3 clusters Score -1.782673e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67672 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -17826702.000000 Penalty: 13828.404297
	Iteration 55Q: 3 clusters Score -1.78267e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67734 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -17826718.000000 Penalty: 13828.404297
	Iteration 56Q: 3 clusters Score -1.782672e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67790 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -17826720.000000 Penalty: 13828.404297
	Iteration 57Q: 3 clusters Score -1.782672e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67841 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -17826714.000000 Penalty: 13828.404297
	Iteration 58Q: 3 clusters Score -1.782671e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67901 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -17826730.000000 Penalty: 13828.404297
	Iteration 59Q: 3 clusters Score -1.782673e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67958 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -17826736.000000 Penalty: 13828.404297
	Iteration 60F: 3 clusters Score -1.782674e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68017 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -17826736.000000 Penalty: 13828.404297
	Iteration 61Q: 3 clusters Score -1.782674e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68061 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -17826730.000000 Penalty: 13828.404297
	Iteration 62Q: 3 clusters Score -1.782673e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68113 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -17826724.000000 Penalty: 13828.404297
	Iteration 63Q: 3 clusters Score -1.782672e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68160 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -17826728.000000 Penalty: 13828.404297
	Iteration 64Q: 3 clusters Score -1.782673e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68209 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -17826728.000000 Penalty: 13828.404297
	Iteration 65Q: 3 clusters Score -1.782673e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68258 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -17826730.000000 Penalty: 13828.404297
	Iteration 66Q: 3 clusters Score -1.782673e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68303 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -17826746.000000 Penalty: 13828.404297
	Iteration 67Q: 3 clusters Score -1.782675e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68352 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -17826742.000000 Penalty: 13828.404297
	Iteration 68Q: 3 clusters Score -1.782674e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68404 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -17826732.000000 Penalty: 13828.404297
	Iteration 69Q: 3 clusters Score -1.782673e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68453 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -17826758.000000 Penalty: 13828.404297
	Iteration 70Q: 3 clusters Score -1.782676e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68497 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -17826754.000000 Penalty: 13828.404297
	Iteration 71Q: 3 clusters Score -1.782675e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68552 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -17826764.000000 Penalty: 13828.404297
	Iteration 72Q: 3 clusters Score -1.782676e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68615 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -17826758.000000 Penalty: 13828.404297
	Iteration 73Q: 3 clusters Score -1.782676e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68675 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -17826754.000000 Penalty: 13828.404297
	Iteration 74Q: 3 clusters Score -1.782675e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68728 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -17826760.000000 Penalty: 13828.404297
	Iteration 75Q: 3 clusters Score -1.782676e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68778 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -17826770.000000 Penalty: 13828.404297
	Iteration 76Q: 3 clusters Score -1.782677e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68821 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -17826776.000000 Penalty: 13828.404297
	Iteration 77Q: 3 clusters Score -1.782678e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68863 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -17826756.000000 Penalty: 13828.404297
	Iteration 78Q: 3 clusters Score -1.782676e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68901 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -17826768.000000 Penalty: 13828.404297
	Iteration 79Q: 3 clusters Score -1.782677e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68929 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -17826774.000000 Penalty: 13828.404297
	Iteration 80F: 3 clusters Score -1.782677e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68957 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -17826792.000000 Penalty: 13828.404297
	Iteration 81Q: 3 clusters Score -1.782679e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68992 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -17826830.000000 Penalty: 13828.404297
	Iteration 82Q: 3 clusters Score -1.782683e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69023 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -17826834.000000 Penalty: 13828.404297
	Iteration 83Q: 3 clusters Score -1.782683e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69063 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -17826828.000000 Penalty: 13828.404297
	Iteration 84Q: 3 clusters Score -1.782683e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69104 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -17826820.000000 Penalty: 13828.404297
	Iteration 85Q: 3 clusters Score -1.782682e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69146 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -17826814.000000 Penalty: 13828.404297
	Iteration 86Q: 3 clusters Score -1.782681e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69182 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -17826818.000000 Penalty: 13828.404297
	Iteration 87Q: 3 clusters Score -1.782682e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69219 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -17826834.000000 Penalty: 13828.404297
	Iteration 88Q: 3 clusters Score -1.782683e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69265 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -17826846.000000 Penalty: 13828.404297
	Iteration 89Q: 3 clusters Score -1.782685e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69311 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -17826826.000000 Penalty: 13828.404297
	Iteration 90Q: 3 clusters Score -1.782683e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69360 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -17826856.000000 Penalty: 13828.404297
	Iteration 91Q: 3 clusters Score -1.782686e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69415 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -17826854.000000 Penalty: 13828.404297
	Iteration 92Q: 3 clusters Score -1.782685e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69467 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -17826858.000000 Penalty: 13828.404297
	Iteration 93Q: 3 clusters Score -1.782686e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69527 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -17826882.000000 Penalty: 13828.404297
	Iteration 94Q: 3 clusters Score -1.782688e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69573 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -17826888.000000 Penalty: 13828.404297
	Iteration 95Q: 3 clusters Score -1.782689e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69600 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -17826874.000000 Penalty: 13828.404297
	Iteration 96Q: 3 clusters Score -1.782687e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69631 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -17826872.000000 Penalty: 13828.404297
	Iteration 97Q: 3 clusters Score -1.782687e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69660 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -17826866.000000 Penalty: 13828.404297
	Iteration 98Q: 3 clusters Score -1.782687e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69692 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -17826854.000000 Penalty: 13828.404297
	Iteration 99Q: 3 clusters Score -1.782685e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69722 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -17826864.000000 Penalty: 13828.404297
	Iteration 100F: 3 clusters Score -1.782686e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69754 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -17826864.000000 Penalty: 13828.404297
	Iteration 101Q: 3 clusters Score -1.782686e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69777 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -17826874.000000 Penalty: 13828.404297
	Iteration 102Q: 3 clusters Score -1.782687e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69803 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -17826864.000000 Penalty: 13828.404297
	Iteration 103Q: 3 clusters Score -1.782686e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69831 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -17826886.000000 Penalty: 13828.404297
	Iteration 104Q: 3 clusters Score -1.782689e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69855 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -17826890.000000 Penalty: 13828.404297
	Iteration 105Q: 3 clusters Score -1.782689e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69889 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -17826882.000000 Penalty: 13828.404297
	Iteration 106Q: 3 clusters Score -1.782688e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69920 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -17826854.000000 Penalty: 13828.404297
	Iteration 107Q: 3 clusters Score -1.782685e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69954 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -17826870.000000 Penalty: 13828.404297
	Iteration 108Q: 3 clusters Score -1.782687e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69979 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -17826874.000000 Penalty: 13828.404297
	Iteration 109Q: 3 clusters Score -1.782687e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70002 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -17826874.000000 Penalty: 13828.404297
	Iteration 110Q: 3 clusters Score -1.782687e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70025 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -17826872.000000 Penalty: 13828.404297
	Iteration 111Q: 3 clusters Score -1.782687e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70056 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -17826906.000000 Penalty: 13828.404297
	Iteration 112Q: 3 clusters Score -1.782691e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70089 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -17826942.000000 Penalty: 13828.404297
	Iteration 113Q: 3 clusters Score -1.782694e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70121 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -17826910.000000 Penalty: 13828.404297
	Iteration 114Q: 3 clusters Score -1.782691e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70145 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -17826906.000000 Penalty: 13828.404297
	Iteration 115Q: 3 clusters Score -1.782691e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70168 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -17826926.000000 Penalty: 13828.404297
	Iteration 116Q: 3 clusters Score -1.782693e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70201 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -17826918.000000 Penalty: 13828.404297
	Iteration 117Q: 3 clusters Score -1.782692e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70242 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -17826906.000000 Penalty: 13828.404297
	Iteration 118Q: 3 clusters Score -1.782691e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70285 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -17826902.000000 Penalty: 13828.404297
	Iteration 119Q: 3 clusters Score -1.78269e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70316 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -17826914.000000 Penalty: 13828.404297
	Iteration 120F: 3 clusters Score -1.782691e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70352 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -17826908.000000 Penalty: 13828.404297
	Iteration 121Q: 3 clusters Score -1.782691e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70382 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -17826930.000000 Penalty: 13828.404297
	Iteration 122Q: 3 clusters Score -1.782693e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70408 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -17826906.000000 Penalty: 13828.404297
	Iteration 123Q: 3 clusters Score -1.782691e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70430 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -17826918.000000 Penalty: 13828.404297
	Iteration 124Q: 3 clusters Score -1.782692e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70453 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -17826940.000000 Penalty: 13828.404297
	Iteration 125Q: 3 clusters Score -1.782694e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70482 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -17826942.000000 Penalty: 13828.404297
	Iteration 126Q: 3 clusters Score -1.782694e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70512 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -17826922.000000 Penalty: 13828.404297
	Iteration 127Q: 3 clusters Score -1.782692e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70542 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -17826950.000000 Penalty: 13828.404297
	Iteration 128Q: 3 clusters Score -1.782695e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70569 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -17826916.000000 Penalty: 13828.404297
	Iteration 129Q: 3 clusters Score -1.782692e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70592 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -17826930.000000 Penalty: 13828.404297
	Iteration 130Q: 3 clusters Score -1.782693e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70611 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -17826912.000000 Penalty: 13828.404297
	Iteration 131Q: 3 clusters Score -1.782691e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70628 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -17826918.000000 Penalty: 13828.404297
	Iteration 132Q: 3 clusters Score -1.782692e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70648 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -17826922.000000 Penalty: 13828.404297
	Iteration 133Q: 3 clusters Score -1.782692e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70674 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -17826934.000000 Penalty: 13828.404297
	Iteration 134Q: 3 clusters Score -1.782693e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70697 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -17826934.000000 Penalty: 13828.404297
	Iteration 135Q: 3 clusters Score -1.782693e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70720 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -17826896.000000 Penalty: 13828.404297
	Iteration 136Q: 3 clusters Score -1.78269e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70747 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -17826888.000000 Penalty: 13828.404297
	Iteration 137Q: 3 clusters Score -1.782689e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70778 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -17826908.000000 Penalty: 13828.404297
	Iteration 138Q: 3 clusters Score -1.782691e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70805 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -17826910.000000 Penalty: 13828.404297
	Iteration 139Q: 3 clusters Score -1.782691e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70829 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -17826918.000000 Penalty: 13828.404297
	Iteration 140F: 3 clusters Score -1.782692e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70848 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -17826920.000000 Penalty: 13828.404297
	Iteration 141Q: 3 clusters Score -1.782692e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70870 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -17826934.000000 Penalty: 13828.404297
	Iteration 142Q: 3 clusters Score -1.782693e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70898 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -17826916.000000 Penalty: 13828.404297
	Iteration 143Q: 3 clusters Score -1.782692e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70938 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -17826938.000000 Penalty: 13828.404297
	Iteration 144Q: 3 clusters Score -1.782694e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70981 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -17826946.000000 Penalty: 13828.404297
	Iteration 145Q: 3 clusters Score -1.782695e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71018 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -17826934.000000 Penalty: 13828.404297
	Iteration 146Q: 3 clusters Score -1.782693e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71058 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -17826942.000000 Penalty: 13828.404297
	Iteration 147Q: 3 clusters Score -1.782694e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71089 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -17826946.000000 Penalty: 13828.404297
	Iteration 148Q: 3 clusters Score -1.782695e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71112 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -17826948.000000 Penalty: 13828.404297
	Iteration 149Q: 3 clusters Score -1.782695e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71133 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -17826952.000000 Penalty: 13828.404297
	Iteration 150Q: 3 clusters Score -1.782695e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71150 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -17826980.000000 Penalty: 13828.404297
	Iteration 151Q: 3 clusters Score -1.782698e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71169 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -17826984.000000 Penalty: 13828.404297
	Iteration 152Q: 3 clusters Score -1.782698e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71185 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -17826980.000000 Penalty: 13828.404297
	Iteration 153Q: 3 clusters Score -1.782698e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71203 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -17826982.000000 Penalty: 13828.404297
	Iteration 154Q: 3 clusters Score -1.782698e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71224 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -17826996.000000 Penalty: 13828.404297
	Iteration 155Q: 3 clusters Score -1.7827e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71242 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -17827002.000000 Penalty: 13828.404297
	Iteration 156Q: 3 clusters Score -1.7827e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71263 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -17827024.000000 Penalty: 13828.404297
	Iteration 157Q: 3 clusters Score -1.782702e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71284 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -17827042.000000 Penalty: 13828.404297
	Iteration 158Q: 3 clusters Score -1.782704e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71299 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -17827040.000000 Penalty: 13828.404297
	Iteration 159Q: 3 clusters Score -1.782704e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71315 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -17827038.000000 Penalty: 13828.404297
	Iteration 160F: 3 clusters Score -1.782704e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71334 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -17827030.000000 Penalty: 13828.404297
	Iteration 161Q: 3 clusters Score -1.782703e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71361 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -17827040.000000 Penalty: 13828.404297
	Iteration 162Q: 3 clusters Score -1.782704e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71387 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -17827030.000000 Penalty: 13828.404297
	Iteration 163Q: 3 clusters Score -1.782703e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71422 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -17827062.000000 Penalty: 13828.404297
	Iteration 164Q: 3 clusters Score -1.782706e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71454 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -17827084.000000 Penalty: 13828.404297
	Iteration 165Q: 3 clusters Score -1.782708e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71475 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -17827070.000000 Penalty: 13828.404297
	Iteration 166Q: 3 clusters Score -1.782707e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71500 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -17827068.000000 Penalty: 13828.404297
	Iteration 167Q: 3 clusters Score -1.782707e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71526 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -17827044.000000 Penalty: 13828.404297
	Iteration 168Q: 3 clusters Score -1.782704e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71556 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -17827072.000000 Penalty: 13828.404297
	Iteration 169Q: 3 clusters Score -1.782707e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71581 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -17827098.000000 Penalty: 13828.404297
	Iteration 170Q: 3 clusters Score -1.78271e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71610 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -17827082.000000 Penalty: 13828.404297
	Iteration 171Q: 3 clusters Score -1.782708e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71636 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -17827086.000000 Penalty: 13828.404297
	Iteration 172Q: 3 clusters Score -1.782709e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71669 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -17827098.000000 Penalty: 13828.404297
	Iteration 173Q: 3 clusters Score -1.78271e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71708 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -17827122.000000 Penalty: 13828.404297
	Iteration 174Q: 3 clusters Score -1.782712e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71739 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -17827128.000000 Penalty: 13828.404297
	Iteration 175Q: 3 clusters Score -1.782713e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71764 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -17827104.000000 Penalty: 13828.404297
	Iteration 176Q: 3 clusters Score -1.78271e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71784 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -17827106.000000 Penalty: 13828.404297
	Iteration 177Q: 3 clusters Score -1.782711e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71799 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -17827098.000000 Penalty: 13828.404297
	Iteration 178Q: 3 clusters Score -1.78271e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71822 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -17827108.000000 Penalty: 13828.404297
	Iteration 179Q: 3 clusters Score -1.782711e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71842 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -17827074.000000 Penalty: 13828.404297
	Iteration 180F: 3 clusters Score -1.782707e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71854 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -17827098.000000 Penalty: 13828.404297
	Iteration 181Q: 3 clusters Score -1.78271e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71868 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -17827104.000000 Penalty: 13828.404297
	Iteration 182Q: 3 clusters Score -1.78271e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71883 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -17827110.000000 Penalty: 13828.404297
	Iteration 183Q: 3 clusters Score -1.782711e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71902 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -17827124.000000 Penalty: 13828.404297
	Iteration 184Q: 3 clusters Score -1.782712e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71920 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -17827130.000000 Penalty: 13828.404297
	Iteration 185Q: 3 clusters Score -1.782713e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71935 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -17827112.000000 Penalty: 13828.404297
	Iteration 186Q: 3 clusters Score -1.782711e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71958 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -17827122.000000 Penalty: 13828.404297
	Iteration 187Q: 3 clusters Score -1.782712e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71979 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -17827140.000000 Penalty: 13828.404297
	Iteration 188Q: 3 clusters Score -1.782714e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71998 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -17827154.000000 Penalty: 13828.404297
	Iteration 189Q: 3 clusters Score -1.782715e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72021 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -17827148.000000 Penalty: 13828.404297
	Iteration 190Q: 3 clusters Score -1.782715e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72037 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -17827162.000000 Penalty: 13828.404297
	Iteration 191Q: 3 clusters Score -1.782716e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72058 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -17827184.000000 Penalty: 13828.404297
	Iteration 192Q: 3 clusters Score -1.782718e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72073 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -17827196.000000 Penalty: 13828.404297
	Iteration 193Q: 3 clusters Score -1.78272e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72079 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -17827194.000000 Penalty: 13828.404297
	Iteration 194Q: 3 clusters Score -1.782719e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72087 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -17827194.000000 Penalty: 13828.404297
	Iteration 195Q: 3 clusters Score -1.782719e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72095 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -17827178.000000 Penalty: 13828.404297
	Iteration 196Q: 3 clusters Score -1.782718e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72105 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -17827184.000000 Penalty: 13828.404297
	Iteration 197Q: 3 clusters Score -1.782718e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72118 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -17827180.000000 Penalty: 13828.404297
	Iteration 198Q: 3 clusters Score -1.782718e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72128 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -17827182.000000 Penalty: 13828.404297
	Iteration 199Q: 3 clusters Score -1.782718e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72131 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -17827182.000000 Penalty: 13828.404297
	Iteration 200F: 3 clusters Score -1.782718e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72135 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -17827182.000000 Penalty: 13828.404297
	Iteration 201Q: 3 clusters Score -1.782718e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72139 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -17827182.000000 Penalty: 13828.404297
	Iteration 202Q: 3 clusters Score -1.782718e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72147 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -17827176.000000 Penalty: 13828.404297
	Iteration 203Q: 3 clusters Score -1.782718e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72154 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -17827194.000000 Penalty: 13828.404297
	Iteration 204Q: 3 clusters Score -1.782719e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72159 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -17827174.000000 Penalty: 13828.404297
	Iteration 205Q: 3 clusters Score -1.782717e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72163 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -17827178.000000 Penalty: 13828.404297
	Iteration 206Q: 3 clusters Score -1.782718e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72166 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -17827164.000000 Penalty: 13828.404297
	Iteration 207Q: 3 clusters Score -1.782716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72167 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -17827164.000000 Penalty: 13828.404297
	Iteration 208Q: 3 clusters Score -1.782716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72170 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -17827156.000000 Penalty: 13828.404297
	Iteration 209Q: 3 clusters Score -1.782716e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72175 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -17827170.000000 Penalty: 13828.404297
	Iteration 210Q: 3 clusters Score -1.782717e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72176 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -17827174.000000 Penalty: 13828.404297
	Iteration 211Q: 3 clusters Score -1.782717e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72176 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -17827174.000000 Penalty: 13828.404297
	Iteration 212F: 3 clusters Score -1.782717e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (152841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152841 members 
Entering Unmasked Estep 
Score: -33864596.000000 Penalty: 7311.506836
	Iteration 0F: 2 clusters Score -3.38646e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76391 members 
Mstep: Class 2 contains 76450 members 
Entering Unmasked Estep 
Score: -33761300.000000 Penalty: 14623.013672
	Iteration 0F: 3 clusters Score -3.37613e+07 nChanged 71020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76703 members 
Mstep: Class 2 contains 76138 members 
Entering Unmasked Estep 
Score: -33801100.000000 Penalty: 14623.013672
	Iteration 1F: 3 clusters Score -3.38011e+07 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76714 members 
Mstep: Class 2 contains 76127 members 
Entering Unmasked Estep 
Score: -33802328.000000 Penalty: 14623.013672
	Iteration 2Q: 3 clusters Score -3.380233e+07 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76701 members 
Mstep: Class 2 contains 76140 members 
Entering Unmasked Estep 
Score: -33803492.000000 Penalty: 14623.013672
	Iteration 3Q: 3 clusters Score -3.380349e+07 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76671 members 
Mstep: Class 2 contains 76170 members 
Entering Unmasked Estep 
Score: -33804596.000000 Penalty: 14623.013672
	Iteration 4Q: 3 clusters Score -3.38046e+07 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76715 members 
Mstep: Class 2 contains 76126 members 
Entering Unmasked Estep 
Score: -33805616.000000 Penalty: 14623.013672
	Iteration 5Q: 3 clusters Score -3.380562e+07 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76751 members 
Mstep: Class 2 contains 76090 members 
Entering Unmasked Estep 
Score: -33806860.000000 Penalty: 14623.013672
	Iteration 6Q: 3 clusters Score -3.380686e+07 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76771 members 
Mstep: Class 2 contains 76070 members 
Entering Unmasked Estep 
Score: -33808040.000000 Penalty: 14623.013672
	Iteration 7Q: 3 clusters Score -3.380804e+07 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76933 members 
Mstep: Class 2 contains 75908 members 
Entering Unmasked Estep 
Score: -33809444.000000 Penalty: 14623.013672
	Iteration 8Q: 3 clusters Score -3.380944e+07 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77192 members 
Mstep: Class 2 contains 75649 members 
Entering Unmasked Estep 
Score: -33811248.000000 Penalty: 14623.013672
	Iteration 9Q: 3 clusters Score -3.381125e+07 nChanged 5545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77645 members 
Mstep: Class 2 contains 75196 members 
Entering Unmasked Estep 
Score: -33813160.000000 Penalty: 14623.013672
	Iteration 10Q: 3 clusters Score -3.381316e+07 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78374 members 
Mstep: Class 2 contains 74467 members 
Entering Unmasked Estep 
Score: -33815628.000000 Penalty: 14623.013672
	Iteration 11Q: 3 clusters Score -3.381563e+07 nChanged 6639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79477 members 
Mstep: Class 2 contains 73364 members 
Entering Unmasked Estep 
Score: -33818896.000000 Penalty: 14623.013672
	Iteration 12Q: 3 clusters Score -3.38189e+07 nChanged 7343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80720 members 
Mstep: Class 2 contains 72121 members 
Entering Unmasked Estep 
Score: -33823232.000000 Penalty: 14623.013672
	Iteration 13Q: 3 clusters Score -3.382323e+07 nChanged 7491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82101 members 
Mstep: Class 2 contains 70740 members 
Entering Unmasked Estep 
Score: -33827564.000000 Penalty: 14623.013672
	Iteration 14Q: 3 clusters Score -3.382756e+07 nChanged 6977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83492 members 
Mstep: Class 2 contains 69349 members 
Entering Unmasked Estep 
Score: -33830940.000000 Penalty: 14623.013672
	Iteration 15Q: 3 clusters Score -3.383094e+07 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84697 members 
Mstep: Class 2 contains 68144 members 
Entering Unmasked Estep 
Score: -33832908.000000 Penalty: 14623.013672
	Iteration 16Q: 3 clusters Score -3.383291e+07 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85758 members 
Mstep: Class 2 contains 67083 members 
Entering Unmasked Estep 
Score: -33833988.000000 Penalty: 14623.013672
	Iteration 17Q: 3 clusters Score -3.383399e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86714 members 
Mstep: Class 2 contains 66127 members 
Entering Unmasked Estep 
Score: -33834576.000000 Penalty: 14623.013672
	Iteration 18Q: 3 clusters Score -3.383458e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87564 members 
Mstep: Class 2 contains 65277 members 
Entering Unmasked Estep 
Score: -33834864.000000 Penalty: 14623.013672
	Iteration 19Q: 3 clusters Score -3.383486e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88354 members 
Mstep: Class 2 contains 64487 members 
Entering Unmasked Estep 
Score: -33835084.000000 Penalty: 14623.013672
	Iteration 20F: 3 clusters Score -3.383508e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89117 members 
Mstep: Class 2 contains 63724 members 
Entering Unmasked Estep 
Score: -33835252.000000 Penalty: 14623.013672
	Iteration 21Q: 3 clusters Score -3.383525e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89866 members 
Mstep: Class 2 contains 62975 members 
Entering Unmasked Estep 
Score: -33835480.000000 Penalty: 14623.013672
	Iteration 22Q: 3 clusters Score -3.383548e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90680 members 
Mstep: Class 2 contains 62161 members 
Entering Unmasked Estep 
Score: -33835640.000000 Penalty: 14623.013672
	Iteration 23Q: 3 clusters Score -3.383564e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91552 members 
Mstep: Class 2 contains 61289 members 
Entering Unmasked Estep 
Score: -33835748.000000 Penalty: 14623.013672
	Iteration 24Q: 3 clusters Score -3.383575e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92464 members 
Mstep: Class 2 contains 60377 members 
Entering Unmasked Estep 
Score: -33835956.000000 Penalty: 14623.013672
	Iteration 25Q: 3 clusters Score -3.383596e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93447 members 
Mstep: Class 2 contains 59394 members 
Entering Unmasked Estep 
Score: -33836248.000000 Penalty: 14623.013672
	Iteration 26Q: 3 clusters Score -3.383625e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94456 members 
Mstep: Class 2 contains 58385 members 
Entering Unmasked Estep 
Score: -33836436.000000 Penalty: 14623.013672
	Iteration 27Q: 3 clusters Score -3.383644e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95449 members 
Mstep: Class 2 contains 57392 members 
Entering Unmasked Estep 
Score: -33836584.000000 Penalty: 14623.013672
	Iteration 28Q: 3 clusters Score -3.383658e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96579 members 
Mstep: Class 2 contains 56262 members 
Entering Unmasked Estep 
Score: -33836848.000000 Penalty: 14623.013672
	Iteration 29Q: 3 clusters Score -3.383685e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97720 members 
Mstep: Class 2 contains 55121 members 
Entering Unmasked Estep 
Score: -33837080.000000 Penalty: 14623.013672
	Iteration 30Q: 3 clusters Score -3.383708e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98896 members 
Mstep: Class 2 contains 53945 members 
Entering Unmasked Estep 
Score: -33837256.000000 Penalty: 14623.013672
	Iteration 31Q: 3 clusters Score -3.383726e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100176 members 
Mstep: Class 2 contains 52665 members 
Entering Unmasked Estep 
Score: -33837508.000000 Penalty: 14623.013672
	Iteration 32Q: 3 clusters Score -3.383751e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101534 members 
Mstep: Class 2 contains 51307 members 
Entering Unmasked Estep 
Score: -33837760.000000 Penalty: 14623.013672
	Iteration 33Q: 3 clusters Score -3.383776e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102958 members 
Mstep: Class 2 contains 49883 members 
Entering Unmasked Estep 
Score: -33838096.000000 Penalty: 14623.013672
	Iteration 34Q: 3 clusters Score -3.38381e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104472 members 
Mstep: Class 2 contains 48369 members 
Entering Unmasked Estep 
Score: -33838324.000000 Penalty: 14623.013672
	Iteration 35Q: 3 clusters Score -3.383832e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106042 members 
Mstep: Class 2 contains 46799 members 
Entering Unmasked Estep 
Score: -33838752.000000 Penalty: 14623.013672
	Iteration 36Q: 3 clusters Score -3.383875e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107696 members 
Mstep: Class 2 contains 45145 members 
Entering Unmasked Estep 
Score: -33839104.000000 Penalty: 14623.013672
	Iteration 37Q: 3 clusters Score -3.38391e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109466 members 
Mstep: Class 2 contains 43375 members 
Entering Unmasked Estep 
Score: -33839372.000000 Penalty: 14623.013672
	Iteration 38Q: 3 clusters Score -3.383937e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111401 members 
Mstep: Class 2 contains 41440 members 
Entering Unmasked Estep 
Score: -33839884.000000 Penalty: 14623.013672
	Iteration 39Q: 3 clusters Score -3.383988e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113411 members 
Mstep: Class 2 contains 39430 members 
Entering Unmasked Estep 
Score: -33840568.000000 Penalty: 14623.013672
	Iteration 40F: 3 clusters Score -3.384057e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115494 members 
Mstep: Class 2 contains 37347 members 
Entering Unmasked Estep 
Score: -33840976.000000 Penalty: 14623.013672
	Iteration 41Q: 3 clusters Score -3.384098e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117743 members 
Mstep: Class 2 contains 35098 members 
Entering Unmasked Estep 
Score: -33841644.000000 Penalty: 14623.013672
	Iteration 42Q: 3 clusters Score -3.384164e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120141 members 
Mstep: Class 2 contains 32700 members 
Entering Unmasked Estep 
Score: -33842388.000000 Penalty: 14623.013672
	Iteration 43Q: 3 clusters Score -3.384239e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122610 members 
Mstep: Class 2 contains 30231 members 
Entering Unmasked Estep 
Score: -33843196.000000 Penalty: 14623.013672
	Iteration 44Q: 3 clusters Score -3.38432e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125172 members 
Mstep: Class 2 contains 27669 members 
Entering Unmasked Estep 
Score: -33844224.000000 Penalty: 14623.013672
	Iteration 45Q: 3 clusters Score -3.384422e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127749 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -33845160.000000 Penalty: 14623.013672
	Iteration 46Q: 3 clusters Score -3.384516e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130399 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -33846336.000000 Penalty: 14623.013672
	Iteration 47Q: 3 clusters Score -3.384634e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133160 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -33847544.000000 Penalty: 14623.013672
	Iteration 48Q: 3 clusters Score -3.384754e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135934 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -33848796.000000 Penalty: 14623.013672
	Iteration 49Q: 3 clusters Score -3.38488e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138606 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -33850148.000000 Penalty: 14623.013672
	Iteration 50Q: 3 clusters Score -3.385015e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141166 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -33851584.000000 Penalty: 14623.013672
	Iteration 51Q: 3 clusters Score -3.385158e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143548 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -33853012.000000 Penalty: 14623.013672
	Iteration 52Q: 3 clusters Score -3.385301e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145620 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -33854284.000000 Penalty: 14623.013672
	Iteration 53Q: 3 clusters Score -3.385428e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147304 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -33855348.000000 Penalty: 14623.013672
	Iteration 54Q: 3 clusters Score -3.385535e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148553 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -33856212.000000 Penalty: 14623.013672
	Iteration 55Q: 3 clusters Score -3.385621e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149455 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -33856756.000000 Penalty: 14623.013672
	Iteration 56Q: 3 clusters Score -3.385676e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150046 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -33857180.000000 Penalty: 14623.013672
	Iteration 57Q: 3 clusters Score -3.385718e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150447 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -33857452.000000 Penalty: 14623.013672
	Iteration 58Q: 3 clusters Score -3.385745e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150715 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -33857564.000000 Penalty: 14623.013672
	Iteration 59Q: 3 clusters Score -3.385756e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150893 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -33857672.000000 Penalty: 14623.013672
	Iteration 60F: 3 clusters Score -3.385767e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151011 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -33857828.000000 Penalty: 14623.013672
	Iteration 61Q: 3 clusters Score -3.385783e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151096 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -33857844.000000 Penalty: 14623.013672
	Iteration 62Q: 3 clusters Score -3.385784e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151162 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -33857900.000000 Penalty: 14623.013672
	Iteration 63Q: 3 clusters Score -3.38579e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151204 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -33857928.000000 Penalty: 14623.013672
	Iteration 64Q: 3 clusters Score -3.385793e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151235 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -33857992.000000 Penalty: 14623.013672
	Iteration 65Q: 3 clusters Score -3.385799e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151259 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -33858020.000000 Penalty: 14623.013672
	Iteration 66Q: 3 clusters Score -3.385802e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151281 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -33858016.000000 Penalty: 14623.013672
	Iteration 67Q: 3 clusters Score -3.385802e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151299 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -33858016.000000 Penalty: 14623.013672
	Iteration 68Q: 3 clusters Score -3.385802e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151320 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -33858032.000000 Penalty: 14623.013672
	Iteration 69Q: 3 clusters Score -3.385803e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151337 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -33858024.000000 Penalty: 14623.013672
	Iteration 70Q: 3 clusters Score -3.385802e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151352 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -33858052.000000 Penalty: 14623.013672
	Iteration 71Q: 3 clusters Score -3.385805e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151363 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -33858080.000000 Penalty: 14623.013672
	Iteration 72Q: 3 clusters Score -3.385808e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151373 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -33858096.000000 Penalty: 14623.013672
	Iteration 73Q: 3 clusters Score -3.38581e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151386 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -33858108.000000 Penalty: 14623.013672
	Iteration 74Q: 3 clusters Score -3.385811e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151392 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -33858120.000000 Penalty: 14623.013672
	Iteration 75Q: 3 clusters Score -3.385812e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151401 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -33858104.000000 Penalty: 14623.013672
	Iteration 76Q: 3 clusters Score -3.38581e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151406 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -33858108.000000 Penalty: 14623.013672
	Iteration 77Q: 3 clusters Score -3.385811e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151412 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -33858104.000000 Penalty: 14623.013672
	Iteration 78Q: 3 clusters Score -3.38581e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151420 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -33858136.000000 Penalty: 14623.013672
	Iteration 79Q: 3 clusters Score -3.385814e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151426 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -33858120.000000 Penalty: 14623.013672
	Iteration 80F: 3 clusters Score -3.385812e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151431 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -33858136.000000 Penalty: 14623.013672
	Iteration 81Q: 3 clusters Score -3.385814e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151440 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -33858152.000000 Penalty: 14623.013672
	Iteration 82Q: 3 clusters Score -3.385815e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151451 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -33858128.000000 Penalty: 14623.013672
	Iteration 83Q: 3 clusters Score -3.385813e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151463 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -33858156.000000 Penalty: 14623.013672
	Iteration 84Q: 3 clusters Score -3.385816e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151471 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -33858176.000000 Penalty: 14623.013672
	Iteration 85Q: 3 clusters Score -3.385818e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151474 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -33858168.000000 Penalty: 14623.013672
	Iteration 86Q: 3 clusters Score -3.385817e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151473 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -33858156.000000 Penalty: 14623.013672
	Iteration 87Q: 3 clusters Score -3.385816e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151473 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -33858156.000000 Penalty: 14623.013672
	Iteration 88F: 3 clusters Score -3.385816e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (43336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43336 members 
Entering Unmasked Estep 
Score: -9369177.000000 Penalty: 6539.502441
	Iteration 0F: 2 clusters Score -9369177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -9337731.000000 Penalty: 13079.004883
	Iteration 0F: 3 clusters Score -9337731 nChanged 18850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -9348012.000000 Penalty: 13079.004883
	Iteration 1F: 3 clusters Score -9348012 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -9349454.000000 Penalty: 13079.004883
	Iteration 2F: 3 clusters Score -9349454 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 23588 members 
Entering Unmasked Estep 
Score: -9351025.000000 Penalty: 13079.004883
	Iteration 3F: 3 clusters Score -9351025 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -9352804.000000 Penalty: 13079.004883
	Iteration 4F: 3 clusters Score -9352804 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
Score: -9354624.000000 Penalty: 13079.004883
	Iteration 5F: 3 clusters Score -9354624 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -9356328.000000 Penalty: 13079.004883
	Iteration 6F: 3 clusters Score -9356328 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -9357674.000000 Penalty: 13079.004883
	Iteration 7F: 3 clusters Score -9357674 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
Score: -9358636.000000 Penalty: 13079.004883
	Iteration 8Q: 3 clusters Score -9358636 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -9359357.000000 Penalty: 13079.004883
	Iteration 9Q: 3 clusters Score -9359357 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 25942 members 
Entering Unmasked Estep 
Score: -9359976.000000 Penalty: 13079.004883
	Iteration 10Q: 3 clusters Score -9359976 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
Score: -9360429.000000 Penalty: 13079.004883
	Iteration 11Q: 3 clusters Score -9360429 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 26522 members 
Entering Unmasked Estep 
Score: -9360890.000000 Penalty: 13079.004883
	Iteration 12Q: 3 clusters Score -9360890 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -9361287.000000 Penalty: 13079.004883
	Iteration 13Q: 3 clusters Score -9361287 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 27259 members 
Entering Unmasked Estep 
Score: -9361704.000000 Penalty: 13079.004883
	Iteration 14Q: 3 clusters Score -9361704 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 27661 members 
Entering Unmasked Estep 
Score: -9362058.000000 Penalty: 13079.004883
	Iteration 15Q: 3 clusters Score -9362058 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 28091 members 
Entering Unmasked Estep 
Score: -9362435.000000 Penalty: 13079.004883
	Iteration 16Q: 3 clusters Score -9362435 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 28579 members 
Entering Unmasked Estep 
Score: -9362785.000000 Penalty: 13079.004883
	Iteration 17Q: 3 clusters Score -9362785 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 29111 members 
Entering Unmasked Estep 
Score: -9363130.000000 Penalty: 13079.004883
	Iteration 18Q: 3 clusters Score -9363130 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 29597 members 
Entering Unmasked Estep 
Score: -9363452.000000 Penalty: 13079.004883
	Iteration 19Q: 3 clusters Score -9363452 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 30041 members 
Entering Unmasked Estep 
Score: -9363664.000000 Penalty: 13079.004883
	Iteration 20F: 3 clusters Score -9363664 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 30458 members 
Entering Unmasked Estep 
Score: -9363827.000000 Penalty: 13079.004883
	Iteration 21Q: 3 clusters Score -9363827 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 30849 members 
Entering Unmasked Estep 
Score: -9364023.000000 Penalty: 13079.004883
	Iteration 22Q: 3 clusters Score -9364023 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 31199 members 
Entering Unmasked Estep 
Score: -9364146.000000 Penalty: 13079.004883
	Iteration 23Q: 3 clusters Score -9364146 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 31516 members 
Entering Unmasked Estep 
Score: -9364264.000000 Penalty: 13079.004883
	Iteration 24Q: 3 clusters Score -9364264 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
Score: -9364351.000000 Penalty: 13079.004883
	Iteration 25Q: 3 clusters Score -9364351 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 32097 members 
Entering Unmasked Estep 
Score: -9364463.000000 Penalty: 13079.004883
	Iteration 26Q: 3 clusters Score -9364463 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 32374 members 
Entering Unmasked Estep 
Score: -9364561.000000 Penalty: 13079.004883
	Iteration 27Q: 3 clusters Score -9364561 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 32639 members 
Entering Unmasked Estep 
Score: -9364639.000000 Penalty: 13079.004883
	Iteration 28Q: 3 clusters Score -9364639 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 32883 members 
Entering Unmasked Estep 
Score: -9364671.000000 Penalty: 13079.004883
	Iteration 29Q: 3 clusters Score -9364671 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 33116 members 
Entering Unmasked Estep 
Score: -9364754.000000 Penalty: 13079.004883
	Iteration 30Q: 3 clusters Score -9364754 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 33323 members 
Entering Unmasked Estep 
Score: -9364852.000000 Penalty: 13079.004883
	Iteration 31Q: 3 clusters Score -9364852 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 33498 members 
Entering Unmasked Estep 
Score: -9364924.000000 Penalty: 13079.004883
	Iteration 32Q: 3 clusters Score -9364924 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 33682 members 
Entering Unmasked Estep 
Score: -9364941.000000 Penalty: 13079.004883
	Iteration 33Q: 3 clusters Score -9364941 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 33873 members 
Entering Unmasked Estep 
Score: -9365030.000000 Penalty: 13079.004883
	Iteration 34Q: 3 clusters Score -9365030 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 34054 members 
Entering Unmasked Estep 
Score: -9365051.000000 Penalty: 13079.004883
	Iteration 35Q: 3 clusters Score -9365051 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 34199 members 
Entering Unmasked Estep 
Score: -9365109.000000 Penalty: 13079.004883
	Iteration 36Q: 3 clusters Score -9365109 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 34306 members 
Entering Unmasked Estep 
Score: -9365144.000000 Penalty: 13079.004883
	Iteration 37Q: 3 clusters Score -9365144 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 34409 members 
Entering Unmasked Estep 
Score: -9365193.000000 Penalty: 13079.004883
	Iteration 38Q: 3 clusters Score -9365193 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 34518 members 
Entering Unmasked Estep 
Score: -9365221.000000 Penalty: 13079.004883
	Iteration 39Q: 3 clusters Score -9365221 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 34600 members 
Entering Unmasked Estep 
Score: -9365219.000000 Penalty: 13079.004883
	Iteration 40F: 3 clusters Score -9365219 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 34681 members 
Entering Unmasked Estep 
Score: -9365219.000000 Penalty: 13079.004883
	Iteration 41Q: 3 clusters Score -9365219 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 34756 members 
Entering Unmasked Estep 
Score: -9365215.000000 Penalty: 13079.004883
	Iteration 42Q: 3 clusters Score -9365215 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 34838 members 
Entering Unmasked Estep 
Score: -9365231.000000 Penalty: 13079.004883
	Iteration 43Q: 3 clusters Score -9365231 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 34910 members 
Entering Unmasked Estep 
Score: -9365236.000000 Penalty: 13079.004883
	Iteration 44Q: 3 clusters Score -9365236 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 34981 members 
Entering Unmasked Estep 
Score: -9365238.000000 Penalty: 13079.004883
	Iteration 45Q: 3 clusters Score -9365238 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 35055 members 
Entering Unmasked Estep 
Score: -9365254.000000 Penalty: 13079.004883
	Iteration 46Q: 3 clusters Score -9365254 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 35125 members 
Entering Unmasked Estep 
Score: -9365271.000000 Penalty: 13079.004883
	Iteration 47Q: 3 clusters Score -9365271 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 35184 members 
Entering Unmasked Estep 
Score: -9365291.000000 Penalty: 13079.004883
	Iteration 48Q: 3 clusters Score -9365291 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 35241 members 
Entering Unmasked Estep 
Score: -9365294.000000 Penalty: 13079.004883
	Iteration 49Q: 3 clusters Score -9365294 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 35286 members 
Entering Unmasked Estep 
Score: -9365302.000000 Penalty: 13079.004883
	Iteration 50Q: 3 clusters Score -9365302 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 35325 members 
Entering Unmasked Estep 
Score: -9365314.000000 Penalty: 13079.004883
	Iteration 51Q: 3 clusters Score -9365314 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 35360 members 
Entering Unmasked Estep 
Score: -9365317.000000 Penalty: 13079.004883
	Iteration 52Q: 3 clusters Score -9365317 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 35391 members 
Entering Unmasked Estep 
Score: -9365332.000000 Penalty: 13079.004883
	Iteration 53Q: 3 clusters Score -9365332 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 35424 members 
Entering Unmasked Estep 
Score: -9365327.000000 Penalty: 13079.004883
	Iteration 54Q: 3 clusters Score -9365327 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 35454 members 
Entering Unmasked Estep 
Score: -9365328.000000 Penalty: 13079.004883
	Iteration 55Q: 3 clusters Score -9365328 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 35483 members 
Entering Unmasked Estep 
Score: -9365343.000000 Penalty: 13079.004883
	Iteration 56Q: 3 clusters Score -9365343 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 35503 members 
Entering Unmasked Estep 
Score: -9365354.000000 Penalty: 13079.004883
	Iteration 57Q: 3 clusters Score -9365354 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 35531 members 
Entering Unmasked Estep 
Score: -9365366.000000 Penalty: 13079.004883
	Iteration 58Q: 3 clusters Score -9365366 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 35557 members 
Entering Unmasked Estep 
Score: -9365387.000000 Penalty: 13079.004883
	Iteration 59Q: 3 clusters Score -9365387 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 35584 members 
Entering Unmasked Estep 
Score: -9365363.000000 Penalty: 13079.004883
	Iteration 60F: 3 clusters Score -9365363 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 35618 members 
Entering Unmasked Estep 
Score: -9365382.000000 Penalty: 13079.004883
	Iteration 61Q: 3 clusters Score -9365382 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 35650 members 
Entering Unmasked Estep 
Score: -9365371.000000 Penalty: 13079.004883
	Iteration 62Q: 3 clusters Score -9365371 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 35682 members 
Entering Unmasked Estep 
Score: -9365382.000000 Penalty: 13079.004883
	Iteration 63Q: 3 clusters Score -9365382 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 35704 members 
Entering Unmasked Estep 
Score: -9365390.000000 Penalty: 13079.004883
	Iteration 64Q: 3 clusters Score -9365390 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 35725 members 
Entering Unmasked Estep 
Score: -9365387.000000 Penalty: 13079.004883
	Iteration 65Q: 3 clusters Score -9365387 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 35739 members 
Entering Unmasked Estep 
Score: -9365393.000000 Penalty: 13079.004883
	Iteration 66Q: 3 clusters Score -9365393 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 35754 members 
Entering Unmasked Estep 
Score: -9365394.000000 Penalty: 13079.004883
	Iteration 67Q: 3 clusters Score -9365394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 35766 members 
Entering Unmasked Estep 
Score: -9365396.000000 Penalty: 13079.004883
	Iteration 68Q: 3 clusters Score -9365396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 35777 members 
Entering Unmasked Estep 
Score: -9365403.000000 Penalty: 13079.004883
	Iteration 69Q: 3 clusters Score -9365403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 35784 members 
Entering Unmasked Estep 
Score: -9365403.000000 Penalty: 13079.004883
	Iteration 70Q: 3 clusters Score -9365403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 35796 members 
Entering Unmasked Estep 
Score: -9365403.000000 Penalty: 13079.004883
	Iteration 71Q: 3 clusters Score -9365403 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 35809 members 
Entering Unmasked Estep 
Score: -9365395.000000 Penalty: 13079.004883
	Iteration 72Q: 3 clusters Score -9365395 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 35821 members 
Entering Unmasked Estep 
Score: -9365409.000000 Penalty: 13079.004883
	Iteration 73Q: 3 clusters Score -9365409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 35829 members 
Entering Unmasked Estep 
Score: -9365400.000000 Penalty: 13079.004883
	Iteration 74Q: 3 clusters Score -9365400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 35833 members 
Entering Unmasked Estep 
Score: -9365413.000000 Penalty: 13079.004883
	Iteration 75Q: 3 clusters Score -9365413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 35837 members 
Entering Unmasked Estep 
Score: -9365405.000000 Penalty: 13079.004883
	Iteration 76Q: 3 clusters Score -9365405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 35842 members 
Entering Unmasked Estep 
Score: -9365414.000000 Penalty: 13079.004883
	Iteration 77Q: 3 clusters Score -9365414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 35846 members 
Entering Unmasked Estep 
Score: -9365416.000000 Penalty: 13079.004883
	Iteration 78Q: 3 clusters Score -9365416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 35849 members 
Entering Unmasked Estep 
Score: -9365421.000000 Penalty: 13079.004883
	Iteration 79Q: 3 clusters Score -9365421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 35851 members 
Entering Unmasked Estep 
Score: -9365433.000000 Penalty: 13079.004883
	Iteration 80F: 3 clusters Score -9365433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 35854 members 
Entering Unmasked Estep 
Score: -9365421.000000 Penalty: 13079.004883
	Iteration 81Q: 3 clusters Score -9365421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 35858 members 
Entering Unmasked Estep 
Score: -9365425.000000 Penalty: 13079.004883
	Iteration 82Q: 3 clusters Score -9365425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 35863 members 
Entering Unmasked Estep 
Score: -9365412.000000 Penalty: 13079.004883
	Iteration 83Q: 3 clusters Score -9365412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 35873 members 
Entering Unmasked Estep 
Score: -9365420.000000 Penalty: 13079.004883
	Iteration 84Q: 3 clusters Score -9365420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 35883 members 
Entering Unmasked Estep 
Score: -9365412.000000 Penalty: 13079.004883
	Iteration 85Q: 3 clusters Score -9365412 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 35894 members 
Entering Unmasked Estep 
Score: -9365388.000000 Penalty: 13079.004883
	Iteration 86Q: 3 clusters Score -9365388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 35902 members 
Entering Unmasked Estep 
Score: -9365397.000000 Penalty: 13079.004883
	Iteration 87Q: 3 clusters Score -9365397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -9365394.000000 Penalty: 13079.004883
	Iteration 88Q: 3 clusters Score -9365394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 35909 members 
Entering Unmasked Estep 
Score: -9365389.000000 Penalty: 13079.004883
	Iteration 89Q: 3 clusters Score -9365389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 35912 members 
Entering Unmasked Estep 
Score: -9365399.000000 Penalty: 13079.004883
	Iteration 90Q: 3 clusters Score -9365399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 35916 members 
Entering Unmasked Estep 
Score: -9365398.000000 Penalty: 13079.004883
	Iteration 91Q: 3 clusters Score -9365398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 35917 members 
Entering Unmasked Estep 
Score: -9365393.000000 Penalty: 13079.004883
	Iteration 92Q: 3 clusters Score -9365393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 35918 members 
Entering Unmasked Estep 
Score: -9365392.000000 Penalty: 13079.004883
	Iteration 93Q: 3 clusters Score -9365392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 35920 members 
Entering Unmasked Estep 
Score: -9365390.000000 Penalty: 13079.004883
	Iteration 94Q: 3 clusters Score -9365390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 35926 members 
Entering Unmasked Estep 
Score: -9365396.000000 Penalty: 13079.004883
	Iteration 95Q: 3 clusters Score -9365396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 35930 members 
Entering Unmasked Estep 
Score: -9365401.000000 Penalty: 13079.004883
	Iteration 96Q: 3 clusters Score -9365401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 35932 members 
Entering Unmasked Estep 
Score: -9365408.000000 Penalty: 13079.004883
	Iteration 97Q: 3 clusters Score -9365408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 35935 members 
Entering Unmasked Estep 
Score: -9365403.000000 Penalty: 13079.004883
	Iteration 98Q: 3 clusters Score -9365403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 35939 members 
Entering Unmasked Estep 
Score: -9365404.000000 Penalty: 13079.004883
	Iteration 99Q: 3 clusters Score -9365404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 35944 members 
Entering Unmasked Estep 
Score: -9365399.000000 Penalty: 13079.004883
	Iteration 100F: 3 clusters Score -9365399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 35949 members 
Entering Unmasked Estep 
Score: -9365393.000000 Penalty: 13079.004883
	Iteration 101Q: 3 clusters Score -9365393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 35954 members 
Entering Unmasked Estep 
Score: -9365397.000000 Penalty: 13079.004883
	Iteration 102Q: 3 clusters Score -9365397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 35957 members 
Entering Unmasked Estep 
Score: -9365406.000000 Penalty: 13079.004883
	Iteration 103Q: 3 clusters Score -9365406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 35958 members 
Entering Unmasked Estep 
Score: -9365409.000000 Penalty: 13079.004883
	Iteration 104Q: 3 clusters Score -9365409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -9365412.000000 Penalty: 13079.004883
	Iteration 105Q: 3 clusters Score -9365412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 35961 members 
Entering Unmasked Estep 
Score: -9365410.000000 Penalty: 13079.004883
	Iteration 106Q: 3 clusters Score -9365410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 35962 members 
Entering Unmasked Estep 
Score: -9365405.000000 Penalty: 13079.004883
	Iteration 107Q: 3 clusters Score -9365405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 35963 members 
Entering Unmasked Estep 
Score: -9365407.000000 Penalty: 13079.004883
	Iteration 108Q: 3 clusters Score -9365407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 35963 members 
Entering Unmasked Estep 
Score: -9365407.000000 Penalty: 13079.004883
	Iteration 109F: 3 clusters Score -9365407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Entering Unmasked Estep 
Score: -4215038.500000 Penalty: 6019.788086
	Iteration 0F: 2 clusters Score -4215038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -4199353.000000 Penalty: 12039.576172
	Iteration 0F: 3 clusters Score -4199353 nChanged 7439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -4203336.500000 Penalty: 12039.576172
	Iteration 1F: 3 clusters Score -4203336 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -4203909.000000 Penalty: 12039.576172
	Iteration 2F: 3 clusters Score -4203909 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -4204346.000000 Penalty: 12039.576172
	Iteration 3F: 3 clusters Score -4204346 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -4204618.000000 Penalty: 12039.576172
	Iteration 4Q: 3 clusters Score -4204618 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -4204824.000000 Penalty: 12039.576172
	Iteration 5Q: 3 clusters Score -4204824 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -4205004.500000 Penalty: 12039.576172
	Iteration 6Q: 3 clusters Score -4205004 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -4205130.500000 Penalty: 12039.576172
	Iteration 7Q: 3 clusters Score -4205130 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -4205267.000000 Penalty: 12039.576172
	Iteration 8Q: 3 clusters Score -4205267 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -4205393.500000 Penalty: 12039.576172
	Iteration 9Q: 3 clusters Score -4205394 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -4205529.000000 Penalty: 12039.576172
	Iteration 10Q: 3 clusters Score -4205529 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -4205667.000000 Penalty: 12039.576172
	Iteration 11Q: 3 clusters Score -4205667 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -4205794.500000 Penalty: 12039.576172
	Iteration 12Q: 3 clusters Score -4205794 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -4205961.000000 Penalty: 12039.576172
	Iteration 13Q: 3 clusters Score -4205961 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -4206186.000000 Penalty: 12039.576172
	Iteration 14Q: 3 clusters Score -4206186 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -4206439.000000 Penalty: 12039.576172
	Iteration 15Q: 3 clusters Score -4206439 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -4206671.000000 Penalty: 12039.576172
	Iteration 16Q: 3 clusters Score -4206671 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -4206912.500000 Penalty: 12039.576172
	Iteration 17Q: 3 clusters Score -4206912 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -4207122.000000 Penalty: 12039.576172
	Iteration 18Q: 3 clusters Score -4207122 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -4207304.000000 Penalty: 12039.576172
	Iteration 19Q: 3 clusters Score -4207304 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -4207447.500000 Penalty: 12039.576172
	Iteration 20F: 3 clusters Score -4207448 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -4207580.500000 Penalty: 12039.576172
	Iteration 21Q: 3 clusters Score -4207580 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -4207727.000000 Penalty: 12039.576172
	Iteration 22Q: 3 clusters Score -4207727 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -4207823.000000 Penalty: 12039.576172
	Iteration 23Q: 3 clusters Score -4207823 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -4207929.000000 Penalty: 12039.576172
	Iteration 24Q: 3 clusters Score -4207929 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -4208017.000000 Penalty: 12039.576172
	Iteration 25Q: 3 clusters Score -4208017 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -4208122.500000 Penalty: 12039.576172
	Iteration 26Q: 3 clusters Score -4208122 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -4208223.500000 Penalty: 12039.576172
	Iteration 27Q: 3 clusters Score -4208224 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -4208344.000000 Penalty: 12039.576172
	Iteration 28Q: 3 clusters Score -4208344 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -4208454.500000 Penalty: 12039.576172
	Iteration 29Q: 3 clusters Score -4208454 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -4208557.500000 Penalty: 12039.576172
	Iteration 30Q: 3 clusters Score -4208558 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -4208638.000000 Penalty: 12039.576172
	Iteration 31Q: 3 clusters Score -4208638 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -4208724.000000 Penalty: 12039.576172
	Iteration 32Q: 3 clusters Score -4208724 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -4208804.000000 Penalty: 12039.576172
	Iteration 33Q: 3 clusters Score -4208804 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -4208873.500000 Penalty: 12039.576172
	Iteration 34Q: 3 clusters Score -4208874 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -4208920.500000 Penalty: 12039.576172
	Iteration 35Q: 3 clusters Score -4208920 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -4208963.500000 Penalty: 12039.576172
	Iteration 36Q: 3 clusters Score -4208964 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -4208999.500000 Penalty: 12039.576172
	Iteration 37Q: 3 clusters Score -4209000 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -4209039.500000 Penalty: 12039.576172
	Iteration 38Q: 3 clusters Score -4209040 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -4209086.000000 Penalty: 12039.576172
	Iteration 39Q: 3 clusters Score -4209086 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -4209109.500000 Penalty: 12039.576172
	Iteration 40F: 3 clusters Score -4209110 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -4209165.000000 Penalty: 12039.576172
	Iteration 41Q: 3 clusters Score -4209165 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -4209195.500000 Penalty: 12039.576172
	Iteration 42Q: 3 clusters Score -4209196 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -4209218.000000 Penalty: 12039.576172
	Iteration 43Q: 3 clusters Score -4209218 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -4209248.500000 Penalty: 12039.576172
	Iteration 44Q: 3 clusters Score -4209248 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -4209284.500000 Penalty: 12039.576172
	Iteration 45Q: 3 clusters Score -4209284 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -4209312.500000 Penalty: 12039.576172
	Iteration 46Q: 3 clusters Score -4209312 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -4209337.000000 Penalty: 12039.576172
	Iteration 47Q: 3 clusters Score -4209337 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -4209358.500000 Penalty: 12039.576172
	Iteration 48Q: 3 clusters Score -4209358 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -4209389.000000 Penalty: 12039.576172
	Iteration 49Q: 3 clusters Score -4209389 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -4209398.500000 Penalty: 12039.576172
	Iteration 50Q: 3 clusters Score -4209398 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -4209430.500000 Penalty: 12039.576172
	Iteration 51Q: 3 clusters Score -4209430 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -4209445.000000 Penalty: 12039.576172
	Iteration 52Q: 3 clusters Score -4209445 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -4209460.000000 Penalty: 12039.576172
	Iteration 53Q: 3 clusters Score -4209460 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -4209496.500000 Penalty: 12039.576172
	Iteration 54Q: 3 clusters Score -4209496 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -4209513.500000 Penalty: 12039.576172
	Iteration 55Q: 3 clusters Score -4209514 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -4209534.000000 Penalty: 12039.576172
	Iteration 56Q: 3 clusters Score -4209534 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -4209563.500000 Penalty: 12039.576172
	Iteration 57Q: 3 clusters Score -4209564 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -4209580.000000 Penalty: 12039.576172
	Iteration 58Q: 3 clusters Score -4209580 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -4209615.000000 Penalty: 12039.576172
	Iteration 59Q: 3 clusters Score -4209615 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -4209659.000000 Penalty: 12039.576172
	Iteration 60F: 3 clusters Score -4209659 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -4209664.500000 Penalty: 12039.576172
	Iteration 61Q: 3 clusters Score -4209664 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -4209687.000000 Penalty: 12039.576172
	Iteration 62Q: 3 clusters Score -4209687 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -4209702.500000 Penalty: 12039.576172
	Iteration 63Q: 3 clusters Score -4209702 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -4209701.500000 Penalty: 12039.576172
	Iteration 64Q: 3 clusters Score -4209702 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -4209726.500000 Penalty: 12039.576172
	Iteration 65Q: 3 clusters Score -4209726 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -4209774.000000 Penalty: 12039.576172
	Iteration 66Q: 3 clusters Score -4209774 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -4209787.000000 Penalty: 12039.576172
	Iteration 67Q: 3 clusters Score -4209787 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -4209817.000000 Penalty: 12039.576172
	Iteration 68Q: 3 clusters Score -4209817 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -4209842.500000 Penalty: 12039.576172
	Iteration 69Q: 3 clusters Score -4209842 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -4209868.000000 Penalty: 12039.576172
	Iteration 70Q: 3 clusters Score -4209868 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -4209909.000000 Penalty: 12039.576172
	Iteration 71Q: 3 clusters Score -4209909 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -4209952.500000 Penalty: 12039.576172
	Iteration 72Q: 3 clusters Score -4209952 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -4210010.500000 Penalty: 12039.576172
	Iteration 73Q: 3 clusters Score -4210010 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -4210091.500000 Penalty: 12039.576172
	Iteration 74Q: 3 clusters Score -4210092 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -4210181.500000 Penalty: 12039.576172
	Iteration 75Q: 3 clusters Score -4210182 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -4210290.500000 Penalty: 12039.576172
	Iteration 76Q: 3 clusters Score -4210290 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -4210415.000000 Penalty: 12039.576172
	Iteration 77Q: 3 clusters Score -4210415 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -4210584.500000 Penalty: 12039.576172
	Iteration 78Q: 3 clusters Score -4210584 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -4210770.000000 Penalty: 12039.576172
	Iteration 79Q: 3 clusters Score -4210770 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -4210914.000000 Penalty: 12039.576172
	Iteration 80F: 3 clusters Score -4210914 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -4211018.000000 Penalty: 12039.576172
	Iteration 81Q: 3 clusters Score -4211018 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -4211085.500000 Penalty: 12039.576172
	Iteration 82Q: 3 clusters Score -4211086 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -4211133.500000 Penalty: 12039.576172
	Iteration 83Q: 3 clusters Score -4211134 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -4211153.000000 Penalty: 12039.576172
	Iteration 84Q: 3 clusters Score -4211153 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -4211180.500000 Penalty: 12039.576172
	Iteration 85Q: 3 clusters Score -4211180 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -4211191.000000 Penalty: 12039.576172
	Iteration 86Q: 3 clusters Score -4211191 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -4211195.000000 Penalty: 12039.576172
	Iteration 87Q: 3 clusters Score -4211195 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -4211204.500000 Penalty: 12039.576172
	Iteration 88Q: 3 clusters Score -4211204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -4211200.500000 Penalty: 12039.576172
	Iteration 89Q: 3 clusters Score -4211200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -4211212.500000 Penalty: 12039.576172
	Iteration 90Q: 3 clusters Score -4211212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -4211215.500000 Penalty: 12039.576172
	Iteration 91Q: 3 clusters Score -4211216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -4211229.000000 Penalty: 12039.576172
	Iteration 92Q: 3 clusters Score -4211229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -4211225.000000 Penalty: 12039.576172
	Iteration 93Q: 3 clusters Score -4211225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -4211224.500000 Penalty: 12039.576172
	Iteration 94Q: 3 clusters Score -4211224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -4211227.000000 Penalty: 12039.576172
	Iteration 95Q: 3 clusters Score -4211227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -4211224.000000 Penalty: 12039.576172
	Iteration 96Q: 3 clusters Score -4211224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -4211224.500000 Penalty: 12039.576172
	Iteration 97Q: 3 clusters Score -4211224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -4211232.000000 Penalty: 12039.576172
	Iteration 98Q: 3 clusters Score -4211232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -4211232.000000 Penalty: 12039.576172
	Iteration 99Q: 3 clusters Score -4211232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -4211230.500000 Penalty: 12039.576172
	Iteration 100F: 3 clusters Score -4211230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -4211231.000000 Penalty: 12039.576172
	Iteration 101Q: 3 clusters Score -4211231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -4211235.500000 Penalty: 12039.576172
	Iteration 102Q: 3 clusters Score -4211236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -4211235.500000 Penalty: 12039.576172
	Iteration 103Q: 3 clusters Score -4211236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -4211236.000000 Penalty: 12039.576172
	Iteration 104Q: 3 clusters Score -4211236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -4211238.000000 Penalty: 12039.576172
	Iteration 105Q: 3 clusters Score -4211238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -4211238.000000 Penalty: 12039.576172
	Iteration 106Q: 3 clusters Score -4211238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -4211238.000000 Penalty: 12039.576172
	Iteration 107F: 3 clusters Score -4211238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 15884 members 
Mstep: Class 3 contains 1542 members 
Mstep: Class 5 contains 7372 members 
Mstep: Class 6 contains 61937 members 
Mstep: Class 7 contains 25539 members 
Mstep: Class 8 contains 56785 members 
Mstep: Class 9 contains 34333 members 
Mstep: Class 10 contains 1369 members 
Mstep: Class 11 contains 12632 members 
Mstep: Class 13 contains 1470 members 
Mstep: Class 14 contains 9933 members 
Mstep: Class 15 contains 30935 members 
Mstep: Class 16 contains 1365 members 
Mstep: Class 17 contains 1095 members 
Mstep: Class 18 contains 13634 members 
Mstep: Class 19 contains 79897 members 
Mstep: Class 20 contains 152841 members 
Mstep: Class 21 contains 43336 members 
Mstep: Class 22 contains 18550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157245344.000000 Penalty: 222986.234375
Iteration 39Q: 28 clusters Score -1.572453e+08 nChanged 16473
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 15727 members 
Mstep: Class 3 contains 1553 members 
Mstep: Class 4 contains 54880 members 
Mstep: Class 5 contains 8185 members 
Mstep: Class 6 contains 61738 members 
Mstep: Class 7 contains 25135 members 
Mstep: Class 8 contains 60058 members 
Mstep: Class 9 contains 34598 members 
Mstep: Class 10 contains 1369 members 
Mstep: Class 11 contains 12841 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 1482 members 
Mstep: Class 14 contains 9995 members 
Mstep: Class 15 contains 30579 members 
Mstep: Class 16 contains 1416 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 13797 members 
Mstep: Class 19 contains 79158 members 
Mstep: Class 20 contains 153079 members 
Mstep: Class 21 contains 40313 members 
Mstep: Class 22 contains 18805 members 
Mstep: Class 23 contains 35444 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 6779 members 
Mstep: Class 26 contains 23305 members 
Mstep: Class 27 contains 4784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157257504.000000 Penalty: 222986.234375
Iteration 40F: 28 clusters Score -1.572575e+08 nChanged 14168
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 15555 members 
Mstep: Class 3 contains 1351 members 
Mstep: Class 4 contains 57398 members 
Mstep: Class 5 contains 8568 members 
Mstep: Class 6 contains 61558 members 
Mstep: Class 7 contains 24758 members 
Mstep: Class 8 contains 62163 members 
Mstep: Class 9 contains 34520 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 12456 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 10054 members 
Mstep: Class 15 contains 30255 members 
Mstep: Class 16 contains 1469 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 13984 members 
Mstep: Class 19 contains 78384 members 
Mstep: Class 20 contains 151016 members 
Mstep: Class 21 contains 37590 members 
Mstep: Class 22 contains 17286 members 
Mstep: Class 23 contains 35871 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7228 members 
Mstep: Class 26 contains 24352 members 
Mstep: Class 27 contains 5454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157265872.000000 Penalty: 222986.234375
Iteration 41Q: 28 clusters Score -1.572659e+08 nChanged 9786
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 15450 members 
Mstep: Class 3 contains 1223 members 
Mstep: Class 4 contains 58565 members 
Mstep: Class 5 contains 8826 members 
Mstep: Class 6 contains 61387 members 
Mstep: Class 7 contains 24426 members 
Mstep: Class 8 contains 63776 members 
Mstep: Class 9 contains 34241 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 12199 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 10158 members 
Mstep: Class 15 contains 30054 members 
Mstep: Class 16 contains 1410 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14120 members 
Mstep: Class 19 contains 77605 members 
Mstep: Class 20 contains 149387 members 
Mstep: Class 21 contains 35727 members 
Mstep: Class 22 contains 17358 members 
Mstep: Class 23 contains 36132 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7436 members 
Mstep: Class 26 contains 25208 members 
Mstep: Class 27 contains 5692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157269904.000000 Penalty: 222986.234375
Iteration 42Q: 28 clusters Score -1.572699e+08 nChanged 7220
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 15409 members 
Mstep: Class 3 contains 1144 members 
Mstep: Class 4 contains 59180 members 
Mstep: Class 5 contains 9002 members 
Mstep: Class 6 contains 61267 members 
Mstep: Class 7 contains 24134 members 
Mstep: Class 8 contains 64955 members 
Mstep: Class 9 contains 33872 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 12010 members 
Mstep: Class 12 contains 1792 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 10234 members 
Mstep: Class 15 contains 29905 members 
Mstep: Class 16 contains 1369 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14231 members 
Mstep: Class 19 contains 76899 members 
Mstep: Class 20 contains 148133 members 
Mstep: Class 21 contains 34428 members 
Mstep: Class 22 contains 17932 members 
Mstep: Class 23 contains 36330 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7555 members 
Mstep: Class 26 contains 25798 members 
Mstep: Class 27 contains 5810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157272224.000000 Penalty: 222986.234375
Iteration 43Q: 28 clusters Score -1.572722e+08 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 15372 members 
Mstep: Class 3 contains 1096 members 
Mstep: Class 4 contains 59573 members 
Mstep: Class 5 contains 9117 members 
Mstep: Class 6 contains 61182 members 
Mstep: Class 7 contains 23868 members 
Mstep: Class 8 contains 65786 members 
Mstep: Class 9 contains 33512 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 11893 members 
Mstep: Class 12 contains 1792 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 10315 members 
Mstep: Class 15 contains 29747 members 
Mstep: Class 16 contains 1347 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14351 members 
Mstep: Class 19 contains 76227 members 
Mstep: Class 20 contains 147276 members 
Mstep: Class 21 contains 33528 members 
Mstep: Class 22 contains 18520 members 
Mstep: Class 23 contains 36453 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7642 members 
Mstep: Class 26 contains 26213 members 
Mstep: Class 27 contains 5855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157273552.000000 Penalty: 222986.234375
Iteration 44Q: 28 clusters Score -1.572736e+08 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 15337 members 
Mstep: Class 3 contains 1067 members 
Mstep: Class 4 contains 59864 members 
Mstep: Class 5 contains 9176 members 
Mstep: Class 6 contains 61123 members 
Mstep: Class 7 contains 23666 members 
Mstep: Class 8 contains 66417 members 
Mstep: Class 9 contains 33119 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 11830 members 
Mstep: Class 12 contains 1792 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 10357 members 
Mstep: Class 15 contains 29625 members 
Mstep: Class 16 contains 1339 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14445 members 
Mstep: Class 19 contains 75651 members 
Mstep: Class 20 contains 146746 members 
Mstep: Class 21 contains 32854 members 
Mstep: Class 22 contains 19070 members 
Mstep: Class 23 contains 36521 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7692 members 
Mstep: Class 26 contains 26501 members 
Mstep: Class 27 contains 5876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157274288.000000 Penalty: 222986.234375
Iteration 45Q: 28 clusters Score -1.572743e+08 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 15305 members 
Mstep: Class 3 contains 1047 members 
Mstep: Class 4 contains 60095 members 
Mstep: Class 5 contains 9217 members 
Mstep: Class 6 contains 61078 members 
Mstep: Class 7 contains 23503 members 
Mstep: Class 8 contains 66852 members 
Mstep: Class 9 contains 32683 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 11810 members 
Mstep: Class 12 contains 1792 members 
Mstep: Class 13 contains 1494 members 
Mstep: Class 14 contains 10423 members 
Mstep: Class 15 contains 29542 members 
Mstep: Class 16 contains 1340 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14511 members 
Mstep: Class 19 contains 75128 members 
Mstep: Class 20 contains 146325 members 
Mstep: Class 21 contains 32341 members 
Mstep: Class 22 contains 19638 members 
Mstep: Class 23 contains 36567 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7725 members 
Mstep: Class 26 contains 26711 members 
Mstep: Class 27 contains 5890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157275616.000000 Penalty: 222986.234375
Iteration 46Q: 28 clusters Score -1.572756e+08 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 15278 members 
Mstep: Class 3 contains 1033 members 
Mstep: Class 4 contains 60263 members 
Mstep: Class 5 contains 9245 members 
Mstep: Class 6 contains 61031 members 
Mstep: Class 7 contains 23376 members 
Mstep: Class 8 contains 67172 members 
Mstep: Class 9 contains 32250 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 11828 members 
Mstep: Class 12 contains 1792 members 
Mstep: Class 13 contains 1494 members 
Mstep: Class 14 contains 10488 members 
Mstep: Class 15 contains 29483 members 
Mstep: Class 16 contains 1336 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14570 members 
Mstep: Class 19 contains 74666 members 
Mstep: Class 20 contains 145950 members 
Mstep: Class 21 contains 31994 members 
Mstep: Class 22 contains 20203 members 
Mstep: Class 23 contains 36584 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7741 members 
Mstep: Class 26 contains 26882 members 
Mstep: Class 27 contains 5903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157276080.000000 Penalty: 222986.234375
Iteration 47Q: 28 clusters Score -1.572761e+08 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 15262 members 
Mstep: Class 3 contains 1025 members 
Mstep: Class 4 contains 60381 members 
Mstep: Class 5 contains 9269 members 
Mstep: Class 6 contains 60990 members 
Mstep: Class 7 contains 23255 members 
Mstep: Class 8 contains 67397 members 
Mstep: Class 9 contains 31803 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 11833 members 
Mstep: Class 12 contains 1792 members 
Mstep: Class 13 contains 1494 members 
Mstep: Class 14 contains 10544 members 
Mstep: Class 15 contains 29431 members 
Mstep: Class 16 contains 1333 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14621 members 
Mstep: Class 19 contains 74260 members 
Mstep: Class 20 contains 145634 members 
Mstep: Class 21 contains 31781 members 
Mstep: Class 22 contains 20754 members 
Mstep: Class 23 contains 36605 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7760 members 
Mstep: Class 26 contains 27017 members 
Mstep: Class 27 contains 5911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157276208.000000 Penalty: 222986.234375
Iteration 48Q: 28 clusters Score -1.572762e+08 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 15237 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 60439 members 
Mstep: Class 5 contains 9281 members 
Mstep: Class 6 contains 60944 members 
Mstep: Class 7 contains 23167 members 
Mstep: Class 8 contains 67561 members 
Mstep: Class 9 contains 31361 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 11871 members 
Mstep: Class 12 contains 1792 members 
Mstep: Class 13 contains 1494 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 29356 members 
Mstep: Class 16 contains 1329 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14682 members 
Mstep: Class 19 contains 73877 members 
Mstep: Class 20 contains 145428 members 
Mstep: Class 21 contains 31635 members 
Mstep: Class 22 contains 21274 members 
Mstep: Class 23 contains 36612 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7767 members 
Mstep: Class 26 contains 27116 members 
Mstep: Class 27 contains 5920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157276752.000000 Penalty: 222986.234375
Iteration 49Q: 28 clusters Score -1.572768e+08 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 15204 members 
Mstep: Class 3 contains 1008 members 
Mstep: Class 4 contains 60491 members 
Mstep: Class 5 contains 9298 members 
Mstep: Class 6 contains 60914 members 
Mstep: Class 7 contains 23082 members 
Mstep: Class 8 contains 67683 members 
Mstep: Class 9 contains 30873 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 11899 members 
Mstep: Class 12 contains 1792 members 
Mstep: Class 13 contains 1494 members 
Mstep: Class 14 contains 10666 members 
Mstep: Class 15 contains 29292 members 
Mstep: Class 16 contains 1328 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14743 members 
Mstep: Class 19 contains 73543 members 
Mstep: Class 20 contains 145251 members 
Mstep: Class 21 contains 31529 members 
Mstep: Class 22 contains 21815 members 
Mstep: Class 23 contains 36607 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7786 members 
Mstep: Class 26 contains 27200 members 
Mstep: Class 27 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157277456.000000 Penalty: 222986.234375
Iteration 50Q: 28 clusters Score -1.572775e+08 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 15176 members 
Mstep: Class 3 contains 1007 members 
Mstep: Class 4 contains 60539 members 
Mstep: Class 5 contains 9316 members 
Mstep: Class 6 contains 60912 members 
Mstep: Class 7 contains 23018 members 
Mstep: Class 8 contains 67793 members 
Mstep: Class 9 contains 30360 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 11916 members 
Mstep: Class 12 contains 1792 members 
Mstep: Class 13 contains 1494 members 
Mstep: Class 14 contains 10712 members 
Mstep: Class 15 contains 29240 members 
Mstep: Class 16 contains 1328 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14797 members 
Mstep: Class 19 contains 73251 members 
Mstep: Class 20 contains 145090 members 
Mstep: Class 21 contains 31429 members 
Mstep: Class 22 contains 22376 members 
Mstep: Class 23 contains 36597 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7804 members 
Mstep: Class 26 contains 27279 members 
Mstep: Class 27 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157277280.000000 Penalty: 222986.234375
Iteration 51Q: 28 clusters Score -1.572773e+08 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 15157 members 
Mstep: Class 3 contains 1004 members 
Mstep: Class 4 contains 60571 members 
Mstep: Class 5 contains 9328 members 
Mstep: Class 6 contains 60917 members 
Mstep: Class 7 contains 22954 members 
Mstep: Class 8 contains 67864 members 
Mstep: Class 9 contains 29866 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 11936 members 
Mstep: Class 12 contains 1792 members 
Mstep: Class 13 contains 1494 members 
Mstep: Class 14 contains 10752 members 
Mstep: Class 15 contains 29210 members 
Mstep: Class 16 contains 1324 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14840 members 
Mstep: Class 19 contains 73011 members 
Mstep: Class 20 contains 144946 members 
Mstep: Class 21 contains 31349 members 
Mstep: Class 22 contains 22925 members 
Mstep: Class 23 contains 36591 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7815 members 
Mstep: Class 26 contains 27344 members 
Mstep: Class 27 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157277136.000000 Penalty: 222986.234375
Iteration 52Q: 28 clusters Score -1.572771e+08 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 15127 members 
Mstep: Class 3 contains 1001 members 
Mstep: Class 4 contains 60598 members 
Mstep: Class 5 contains 9333 members 
Mstep: Class 6 contains 60919 members 
Mstep: Class 7 contains 22904 members 
Mstep: Class 8 contains 67922 members 
Mstep: Class 9 contains 29351 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 11946 members 
Mstep: Class 12 contains 1792 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 10788 members 
Mstep: Class 15 contains 29189 members 
Mstep: Class 16 contains 1323 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14868 members 
Mstep: Class 19 contains 72803 members 
Mstep: Class 20 contains 144820 members 
Mstep: Class 21 contains 31299 members 
Mstep: Class 22 contains 23503 members 
Mstep: Class 23 contains 36591 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7820 members 
Mstep: Class 26 contains 27395 members 
Mstep: Class 27 contains 5927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157277456.000000 Penalty: 222986.234375
Iteration 53Q: 28 clusters Score -1.572775e+08 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 15108 members 
Mstep: Class 3 contains 998 members 
Mstep: Class 4 contains 60624 members 
Mstep: Class 5 contains 9336 members 
Mstep: Class 6 contains 60914 members 
Mstep: Class 7 contains 22850 members 
Mstep: Class 8 contains 67962 members 
Mstep: Class 9 contains 28854 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 11951 members 
Mstep: Class 12 contains 1792 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 10822 members 
Mstep: Class 15 contains 29177 members 
Mstep: Class 16 contains 1323 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14884 members 
Mstep: Class 19 contains 72622 members 
Mstep: Class 20 contains 144702 members 
Mstep: Class 21 contains 31256 members 
Mstep: Class 22 contains 24072 members 
Mstep: Class 23 contains 36594 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7827 members 
Mstep: Class 26 contains 27431 members 
Mstep: Class 27 contains 5932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157277648.000000 Penalty: 222986.234375
Iteration 54Q: 28 clusters Score -1.572776e+08 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 15090 members 
Mstep: Class 3 contains 996 members 
Mstep: Class 4 contains 60646 members 
Mstep: Class 5 contains 9338 members 
Mstep: Class 6 contains 60903 members 
Mstep: Class 7 contains 22819 members 
Mstep: Class 8 contains 67995 members 
Mstep: Class 9 contains 28342 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 11953 members 
Mstep: Class 12 contains 1792 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 10852 members 
Mstep: Class 15 contains 29160 members 
Mstep: Class 16 contains 1323 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14905 members 
Mstep: Class 19 contains 72459 members 
Mstep: Class 20 contains 144625 members 
Mstep: Class 21 contains 31230 members 
Mstep: Class 22 contains 24656 members 
Mstep: Class 23 contains 36581 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7827 members 
Mstep: Class 26 contains 27455 members 
Mstep: Class 27 contains 5936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157278016.000000 Penalty: 222986.234375
Iteration 55Q: 28 clusters Score -1.57278e+08 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 15060 members 
Mstep: Class 3 contains 995 members 
Mstep: Class 4 contains 60664 members 
Mstep: Class 5 contains 9340 members 
Mstep: Class 6 contains 60877 members 
Mstep: Class 7 contains 22787 members 
Mstep: Class 8 contains 68011 members 
Mstep: Class 9 contains 27823 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 11956 members 
Mstep: Class 12 contains 1792 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 10884 members 
Mstep: Class 15 contains 29152 members 
Mstep: Class 16 contains 1323 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14920 members 
Mstep: Class 19 contains 72326 members 
Mstep: Class 20 contains 144569 members 
Mstep: Class 21 contains 31236 members 
Mstep: Class 22 contains 25220 members 
Mstep: Class 23 contains 36568 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7828 members 
Mstep: Class 26 contains 27478 members 
Mstep: Class 27 contains 5935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157278512.000000 Penalty: 222986.234375
Iteration 56Q: 28 clusters Score -1.572785e+08 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 15031 members 
Mstep: Class 3 contains 994 members 
Mstep: Class 4 contains 60674 members 
Mstep: Class 5 contains 9353 members 
Mstep: Class 6 contains 60860 members 
Mstep: Class 7 contains 22763 members 
Mstep: Class 8 contains 68021 members 
Mstep: Class 9 contains 27260 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 11964 members 
Mstep: Class 12 contains 1792 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 10907 members 
Mstep: Class 15 contains 29139 members 
Mstep: Class 16 contains 1324 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14935 members 
Mstep: Class 19 contains 72220 members 
Mstep: Class 20 contains 144516 members 
Mstep: Class 21 contains 31239 members 
Mstep: Class 22 contains 25825 members 
Mstep: Class 23 contains 36553 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7829 members 
Mstep: Class 26 contains 27493 members 
Mstep: Class 27 contains 5935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157278384.000000 Penalty: 222986.234375
Iteration 57Q: 28 clusters Score -1.572784e+08 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 15015 members 
Mstep: Class 3 contains 992 members 
Mstep: Class 4 contains 60686 members 
Mstep: Class 5 contains 9374 members 
Mstep: Class 6 contains 60834 members 
Mstep: Class 7 contains 22729 members 
Mstep: Class 8 contains 68033 members 
Mstep: Class 9 contains 26685 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 11966 members 
Mstep: Class 12 contains 1792 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 10918 members 
Mstep: Class 15 contains 29128 members 
Mstep: Class 16 contains 1325 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14946 members 
Mstep: Class 19 contains 72108 members 
Mstep: Class 20 contains 144459 members 
Mstep: Class 21 contains 31249 members 
Mstep: Class 22 contains 26465 members 
Mstep: Class 23 contains 36539 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7830 members 
Mstep: Class 26 contains 27505 members 
Mstep: Class 27 contains 5931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157278448.000000 Penalty: 222986.234375
Iteration 58Q: 28 clusters Score -1.572784e+08 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 14999 members 
Mstep: Class 3 contains 990 members 
Mstep: Class 4 contains 60688 members 
Mstep: Class 5 contains 9381 members 
Mstep: Class 6 contains 60826 members 
Mstep: Class 7 contains 22695 members 
Mstep: Class 8 contains 68043 members 
Mstep: Class 9 contains 26134 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 11959 members 
Mstep: Class 12 contains 1793 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 10930 members 
Mstep: Class 15 contains 29117 members 
Mstep: Class 16 contains 1323 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14952 members 
Mstep: Class 19 contains 72008 members 
Mstep: Class 20 contains 144388 members 
Mstep: Class 21 contains 31257 members 
Mstep: Class 22 contains 27136 members 
Mstep: Class 23 contains 36513 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7828 members 
Mstep: Class 26 contains 27519 members 
Mstep: Class 27 contains 5932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157278352.000000 Penalty: 222986.234375
Iteration 59Q: 28 clusters Score -1.572784e+08 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 14984 members 
Mstep: Class 3 contains 990 members 
Mstep: Class 4 contains 60694 members 
Mstep: Class 5 contains 9386 members 
Mstep: Class 6 contains 60816 members 
Mstep: Class 7 contains 22660 members 
Mstep: Class 8 contains 68050 members 
Mstep: Class 9 contains 25598 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 11960 members 
Mstep: Class 12 contains 1794 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 10947 members 
Mstep: Class 15 contains 29106 members 
Mstep: Class 16 contains 1323 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14955 members 
Mstep: Class 19 contains 71930 members 
Mstep: Class 20 contains 144303 members 
Mstep: Class 21 contains 31249 members 
Mstep: Class 22 contains 27806 members 
Mstep: Class 23 contains 36484 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7824 members 
Mstep: Class 26 contains 27533 members 
Mstep: Class 27 contains 5928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157278400.000000 Penalty: 222986.234375
Iteration 60F: 28 clusters Score -1.572784e+08 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 14976 members 
Mstep: Class 3 contains 993 members 
Mstep: Class 4 contains 60705 members 
Mstep: Class 5 contains 9389 members 
Mstep: Class 6 contains 60795 members 
Mstep: Class 7 contains 22626 members 
Mstep: Class 8 contains 68067 members 
Mstep: Class 9 contains 25001 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 11953 members 
Mstep: Class 12 contains 1794 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 10959 members 
Mstep: Class 15 contains 29101 members 
Mstep: Class 16 contains 1325 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14964 members 
Mstep: Class 19 contains 71870 members 
Mstep: Class 20 contains 144264 members 
Mstep: Class 21 contains 31237 members 
Mstep: Class 22 contains 28502 members 
Mstep: Class 23 contains 36445 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7814 members 
Mstep: Class 26 contains 27551 members 
Mstep: Class 27 contains 5927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157278832.000000 Penalty: 222986.234375
Iteration 61Q: 28 clusters Score -1.572788e+08 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 14971 members 
Mstep: Class 3 contains 977 members 
Mstep: Class 4 contains 60716 members 
Mstep: Class 5 contains 9392 members 
Mstep: Class 6 contains 60783 members 
Mstep: Class 7 contains 22591 members 
Mstep: Class 8 contains 68081 members 
Mstep: Class 9 contains 24329 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 11945 members 
Mstep: Class 12 contains 1795 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 10967 members 
Mstep: Class 15 contains 29092 members 
Mstep: Class 16 contains 1324 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14975 members 
Mstep: Class 19 contains 71821 members 
Mstep: Class 20 contains 144236 members 
Mstep: Class 21 contains 31223 members 
Mstep: Class 22 contains 29253 members 
Mstep: Class 23 contains 36409 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7811 members 
Mstep: Class 26 contains 27565 members 
Mstep: Class 27 contains 5938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157279184.000000 Penalty: 222986.234375
Iteration 62Q: 28 clusters Score -1.572792e+08 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 14967 members 
Mstep: Class 3 contains 973 members 
Mstep: Class 4 contains 60726 members 
Mstep: Class 5 contains 9397 members 
Mstep: Class 6 contains 60772 members 
Mstep: Class 7 contains 22560 members 
Mstep: Class 8 contains 68091 members 
Mstep: Class 9 contains 23584 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 11942 members 
Mstep: Class 12 contains 1795 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 10982 members 
Mstep: Class 15 contains 29088 members 
Mstep: Class 16 contains 1324 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14983 members 
Mstep: Class 19 contains 71780 members 
Mstep: Class 20 contains 144204 members 
Mstep: Class 21 contains 31216 members 
Mstep: Class 22 contains 30052 members 
Mstep: Class 23 contains 36379 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7812 members 
Mstep: Class 26 contains 27574 members 
Mstep: Class 27 contains 5944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157279488.000000 Penalty: 222986.234375
Iteration 63Q: 28 clusters Score -1.572795e+08 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 14968 members 
Mstep: Class 3 contains 968 members 
Mstep: Class 4 contains 60733 members 
Mstep: Class 5 contains 9391 members 
Mstep: Class 6 contains 60752 members 
Mstep: Class 7 contains 22538 members 
Mstep: Class 8 contains 68106 members 
Mstep: Class 9 contains 22881 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 11937 members 
Mstep: Class 12 contains 1795 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 10986 members 
Mstep: Class 15 contains 29088 members 
Mstep: Class 16 contains 1319 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14989 members 
Mstep: Class 19 contains 71734 members 
Mstep: Class 20 contains 144150 members 
Mstep: Class 21 contains 31210 members 
Mstep: Class 22 contains 30863 members 
Mstep: Class 23 contains 36335 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7817 members 
Mstep: Class 26 contains 27590 members 
Mstep: Class 27 contains 5949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157279536.000000 Penalty: 222986.234375
Iteration 64Q: 28 clusters Score -1.572795e+08 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 14956 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 60739 members 
Mstep: Class 5 contains 9389 members 
Mstep: Class 6 contains 60737 members 
Mstep: Class 7 contains 22512 members 
Mstep: Class 8 contains 68117 members 
Mstep: Class 9 contains 22167 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 11924 members 
Mstep: Class 12 contains 1795 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 10998 members 
Mstep: Class 15 contains 29077 members 
Mstep: Class 16 contains 1319 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14990 members 
Mstep: Class 19 contains 71694 members 
Mstep: Class 20 contains 144081 members 
Mstep: Class 21 contains 31213 members 
Mstep: Class 22 contains 31718 members 
Mstep: Class 23 contains 36282 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7825 members 
Mstep: Class 26 contains 27604 members 
Mstep: Class 27 contains 5958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157280032.000000 Penalty: 222986.234375
Iteration 65Q: 28 clusters Score -1.5728e+08 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 26625 members 
Mstep: Class 2 contains 14942 members 
Mstep: Class 3 contains 959 members 
Mstep: Class 4 contains 60742 members 
Mstep: Class 5 contains 9398 members 
Mstep: Class 6 contains 60734 members 
Mstep: Class 7 contains 22493 members 
Mstep: Class 8 contains 68123 members 
Mstep: Class 9 contains 21437 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 11913 members 
Mstep: Class 12 contains 1795 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 11007 members 
Mstep: Class 15 contains 29078 members 
Mstep: Class 16 contains 1318 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14992 members 
Mstep: Class 19 contains 71668 members 
Mstep: Class 20 contains 144019 members 
Mstep: Class 21 contains 31210 members 
Mstep: Class 22 contains 32583 members 
Mstep: Class 23 contains 36223 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7825 members 
Mstep: Class 26 contains 27611 members 
Mstep: Class 27 contains 5956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157280144.000000 Penalty: 222986.234375
Iteration 66Q: 28 clusters Score -1.572801e+08 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 26665 members 
Mstep: Class 2 contains 14937 members 
Mstep: Class 3 contains 959 members 
Mstep: Class 4 contains 60750 members 
Mstep: Class 5 contains 9399 members 
Mstep: Class 6 contains 60730 members 
Mstep: Class 7 contains 22465 members 
Mstep: Class 8 contains 68135 members 
Mstep: Class 9 contains 20761 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 11889 members 
Mstep: Class 12 contains 1795 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 11008 members 
Mstep: Class 15 contains 29076 members 
Mstep: Class 16 contains 1318 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14983 members 
Mstep: Class 19 contains 71632 members 
Mstep: Class 20 contains 143918 members 
Mstep: Class 21 contains 31205 members 
Mstep: Class 22 contains 33434 members 
Mstep: Class 23 contains 36187 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7826 members 
Mstep: Class 26 contains 27621 members 
Mstep: Class 27 contains 5958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157280400.000000 Penalty: 222986.234375
Iteration 67Q: 28 clusters Score -1.572804e+08 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 14934 members 
Mstep: Class 3 contains 959 members 
Mstep: Class 4 contains 60756 members 
Mstep: Class 5 contains 9396 members 
Mstep: Class 6 contains 60721 members 
Mstep: Class 7 contains 22444 members 
Mstep: Class 8 contains 68157 members 
Mstep: Class 9 contains 20168 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 11843 members 
Mstep: Class 12 contains 1794 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 11016 members 
Mstep: Class 15 contains 29068 members 
Mstep: Class 16 contains 1318 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14983 members 
Mstep: Class 19 contains 71597 members 
Mstep: Class 20 contains 143833 members 
Mstep: Class 21 contains 31183 members 
Mstep: Class 22 contains 34212 members 
Mstep: Class 23 contains 36149 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7825 members 
Mstep: Class 26 contains 27630 members 
Mstep: Class 27 contains 5960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157280544.000000 Penalty: 222986.234375
Iteration 68Q: 28 clusters Score -1.572805e+08 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 26742 members 
Mstep: Class 2 contains 14929 members 
Mstep: Class 3 contains 959 members 
Mstep: Class 4 contains 60764 members 
Mstep: Class 5 contains 9389 members 
Mstep: Class 6 contains 60708 members 
Mstep: Class 7 contains 22436 members 
Mstep: Class 8 contains 68178 members 
Mstep: Class 9 contains 19590 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 11794 members 
Mstep: Class 12 contains 1794 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 11030 members 
Mstep: Class 15 contains 29056 members 
Mstep: Class 16 contains 1318 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14985 members 
Mstep: Class 19 contains 71558 members 
Mstep: Class 20 contains 143733 members 
Mstep: Class 21 contains 31162 members 
Mstep: Class 22 contains 34978 members 
Mstep: Class 23 contains 36126 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7826 members 
Mstep: Class 26 contains 27638 members 
Mstep: Class 27 contains 5958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157281008.000000 Penalty: 222986.234375
Iteration 69Q: 28 clusters Score -1.57281e+08 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 14931 members 
Mstep: Class 3 contains 959 members 
Mstep: Class 4 contains 60770 members 
Mstep: Class 5 contains 9385 members 
Mstep: Class 6 contains 60696 members 
Mstep: Class 7 contains 22424 members 
Mstep: Class 8 contains 68192 members 
Mstep: Class 9 contains 19020 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 11741 members 
Mstep: Class 12 contains 1794 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 11034 members 
Mstep: Class 15 contains 29051 members 
Mstep: Class 16 contains 1318 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14983 members 
Mstep: Class 19 contains 71522 members 
Mstep: Class 20 contains 143666 members 
Mstep: Class 21 contains 31147 members 
Mstep: Class 22 contains 35697 members 
Mstep: Class 23 contains 36108 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7824 members 
Mstep: Class 26 contains 27645 members 
Mstep: Class 27 contains 5956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157281088.000000 Penalty: 222986.234375
Iteration 70Q: 28 clusters Score -1.572811e+08 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 14925 members 
Mstep: Class 3 contains 959 members 
Mstep: Class 4 contains 60774 members 
Mstep: Class 5 contains 9371 members 
Mstep: Class 6 contains 60685 members 
Mstep: Class 7 contains 22428 members 
Mstep: Class 8 contains 68214 members 
Mstep: Class 9 contains 18457 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 11677 members 
Mstep: Class 12 contains 1795 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 11042 members 
Mstep: Class 15 contains 29041 members 
Mstep: Class 16 contains 1318 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14984 members 
Mstep: Class 19 contains 71482 members 
Mstep: Class 20 contains 143592 members 
Mstep: Class 21 contains 31134 members 
Mstep: Class 22 contains 36420 members 
Mstep: Class 23 contains 36094 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7824 members 
Mstep: Class 26 contains 27654 members 
Mstep: Class 27 contains 5955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157281456.000000 Penalty: 222986.234375
Iteration 71Q: 28 clusters Score -1.572815e+08 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 14930 members 
Mstep: Class 3 contains 959 members 
Mstep: Class 4 contains 60783 members 
Mstep: Class 5 contains 9352 members 
Mstep: Class 6 contains 60663 members 
Mstep: Class 7 contains 22422 members 
Mstep: Class 8 contains 68226 members 
Mstep: Class 9 contains 17943 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 11597 members 
Mstep: Class 12 contains 1795 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 11040 members 
Mstep: Class 15 contains 29035 members 
Mstep: Class 16 contains 1318 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14986 members 
Mstep: Class 19 contains 71444 members 
Mstep: Class 20 contains 143511 members 
Mstep: Class 21 contains 31116 members 
Mstep: Class 22 contains 37141 members 
Mstep: Class 23 contains 36084 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7820 members 
Mstep: Class 26 contains 27659 members 
Mstep: Class 27 contains 5953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157281520.000000 Penalty: 222986.234375
Iteration 72Q: 28 clusters Score -1.572815e+08 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 14928 members 
Mstep: Class 3 contains 959 members 
Mstep: Class 4 contains 60787 members 
Mstep: Class 5 contains 9337 members 
Mstep: Class 6 contains 60642 members 
Mstep: Class 7 contains 22412 members 
Mstep: Class 8 contains 68230 members 
Mstep: Class 9 contains 17454 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 11530 members 
Mstep: Class 12 contains 1795 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 11046 members 
Mstep: Class 15 contains 29036 members 
Mstep: Class 16 contains 1318 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14976 members 
Mstep: Class 19 contains 71404 members 
Mstep: Class 20 contains 143447 members 
Mstep: Class 21 contains 31106 members 
Mstep: Class 22 contains 37821 members 
Mstep: Class 23 contains 36076 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7816 members 
Mstep: Class 26 contains 27661 members 
Mstep: Class 27 contains 5952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157281664.000000 Penalty: 222986.234375
Iteration 73Q: 28 clusters Score -1.572817e+08 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 14934 members 
Mstep: Class 3 contains 959 members 
Mstep: Class 4 contains 60801 members 
Mstep: Class 5 contains 9329 members 
Mstep: Class 6 contains 60632 members 
Mstep: Class 7 contains 22404 members 
Mstep: Class 8 contains 68235 members 
Mstep: Class 9 contains 16979 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 11459 members 
Mstep: Class 12 contains 1795 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 11045 members 
Mstep: Class 15 contains 29039 members 
Mstep: Class 16 contains 1318 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14967 members 
Mstep: Class 19 contains 71378 members 
Mstep: Class 20 contains 143364 members 
Mstep: Class 21 contains 31081 members 
Mstep: Class 22 contains 38488 members 
Mstep: Class 23 contains 36074 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7814 members 
Mstep: Class 26 contains 27661 members 
Mstep: Class 27 contains 5951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157281680.000000 Penalty: 222986.234375
Iteration 74Q: 28 clusters Score -1.572817e+08 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 14931 members 
Mstep: Class 3 contains 959 members 
Mstep: Class 4 contains 60810 members 
Mstep: Class 5 contains 9321 members 
Mstep: Class 6 contains 60626 members 
Mstep: Class 7 contains 22395 members 
Mstep: Class 8 contains 68244 members 
Mstep: Class 9 contains 16533 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 11387 members 
Mstep: Class 12 contains 1795 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 11044 members 
Mstep: Class 15 contains 29036 members 
Mstep: Class 16 contains 1318 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14965 members 
Mstep: Class 19 contains 71370 members 
Mstep: Class 20 contains 143311 members 
Mstep: Class 21 contains 31070 members 
Mstep: Class 22 contains 39080 members 
Mstep: Class 23 contains 36069 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7815 members 
Mstep: Class 26 contains 27663 members 
Mstep: Class 27 contains 5951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157282160.000000 Penalty: 222986.234375
Iteration 75Q: 28 clusters Score -1.572822e+08 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 26974 members 
Mstep: Class 2 contains 14929 members 
Mstep: Class 3 contains 959 members 
Mstep: Class 4 contains 60818 members 
Mstep: Class 5 contains 9314 members 
Mstep: Class 6 contains 60616 members 
Mstep: Class 7 contains 22386 members 
Mstep: Class 8 contains 68253 members 
Mstep: Class 9 contains 16140 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 1795 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 11041 members 
Mstep: Class 15 contains 29030 members 
Mstep: Class 16 contains 1318 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14958 members 
Mstep: Class 19 contains 71355 members 
Mstep: Class 20 contains 143277 members 
Mstep: Class 21 contains 31056 members 
Mstep: Class 22 contains 39617 members 
Mstep: Class 23 contains 36062 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7815 members 
Mstep: Class 26 contains 27663 members 
Mstep: Class 27 contains 5950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157282064.000000 Penalty: 222986.234375
Iteration 76Q: 28 clusters Score -1.572821e+08 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 26987 members 
Mstep: Class 2 contains 14931 members 
Mstep: Class 3 contains 958 members 
Mstep: Class 4 contains 60825 members 
Mstep: Class 5 contains 9306 members 
Mstep: Class 6 contains 60607 members 
Mstep: Class 7 contains 22376 members 
Mstep: Class 8 contains 68258 members 
Mstep: Class 9 contains 15808 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 11267 members 
Mstep: Class 12 contains 1795 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 11048 members 
Mstep: Class 15 contains 29019 members 
Mstep: Class 16 contains 1318 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14952 members 
Mstep: Class 19 contains 71341 members 
Mstep: Class 20 contains 143211 members 
Mstep: Class 21 contains 31035 members 
Mstep: Class 22 contains 40118 members 
Mstep: Class 23 contains 36055 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7815 members 
Mstep: Class 26 contains 27669 members 
Mstep: Class 27 contains 5952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157282320.000000 Penalty: 222986.234375
Iteration 77Q: 28 clusters Score -1.572823e+08 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 14930 members 
Mstep: Class 3 contains 958 members 
Mstep: Class 4 contains 60833 members 
Mstep: Class 5 contains 9286 members 
Mstep: Class 6 contains 60590 members 
Mstep: Class 7 contains 22372 members 
Mstep: Class 8 contains 68259 members 
Mstep: Class 9 contains 15534 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 11217 members 
Mstep: Class 12 contains 1795 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 11045 members 
Mstep: Class 15 contains 29011 members 
Mstep: Class 16 contains 1318 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14947 members 
Mstep: Class 19 contains 71328 members 
Mstep: Class 20 contains 143147 members 
Mstep: Class 21 contains 31021 members 
Mstep: Class 22 contains 40568 members 
Mstep: Class 23 contains 36049 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7815 members 
Mstep: Class 26 contains 27673 members 
Mstep: Class 27 contains 5953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157282336.000000 Penalty: 222986.234375
Iteration 78Q: 28 clusters Score -1.572823e+08 nChanged 546
Entering ConstructFrom: 
Score: -157282336.000000 Penalty: 222986.234375
Entering ConstructFrom: 
Trying to split cluster 1 (27019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27019 members 
Entering Unmasked Estep 
Score: -6036141.000000 Penalty: 6250.130859
	Iteration 0F: 2 clusters Score -6036141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -6015164.500000 Penalty: 12500.261719
	Iteration 0F: 3 clusters Score -6015164 nChanged 11256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -6021157.500000 Penalty: 12500.261719
	Iteration 1F: 3 clusters Score -6021158 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -6021901.000000 Penalty: 12500.261719
	Iteration 2F: 3 clusters Score -6021901 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -6022362.500000 Penalty: 12500.261719
	Iteration 3Q: 3 clusters Score -6022362 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -6022787.500000 Penalty: 12500.261719
	Iteration 4Q: 3 clusters Score -6022788 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -6023134.500000 Penalty: 12500.261719
	Iteration 5Q: 3 clusters Score -6023134 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -6023438.000000 Penalty: 12500.261719
	Iteration 6Q: 3 clusters Score -6023438 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -6023774.500000 Penalty: 12500.261719
	Iteration 7Q: 3 clusters Score -6023774 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -6024112.000000 Penalty: 12500.261719
	Iteration 8Q: 3 clusters Score -6024112 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -6024441.500000 Penalty: 12500.261719
	Iteration 9Q: 3 clusters Score -6024442 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -6024777.000000 Penalty: 12500.261719
	Iteration 10Q: 3 clusters Score -6024777 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -6025079.500000 Penalty: 12500.261719
	Iteration 11Q: 3 clusters Score -6025080 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -6025350.500000 Penalty: 12500.261719
	Iteration 12Q: 3 clusters Score -6025350 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -6025652.000000 Penalty: 12500.261719
	Iteration 13Q: 3 clusters Score -6025652 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -6025909.000000 Penalty: 12500.261719
	Iteration 14Q: 3 clusters Score -6025909 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -6026134.500000 Penalty: 12500.261719
	Iteration 15Q: 3 clusters Score -6026134 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -6026319.500000 Penalty: 12500.261719
	Iteration 16Q: 3 clusters Score -6026320 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -6026501.500000 Penalty: 12500.261719
	Iteration 17Q: 3 clusters Score -6026502 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -6026681.000000 Penalty: 12500.261719
	Iteration 18Q: 3 clusters Score -6026681 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -6026824.500000 Penalty: 12500.261719
	Iteration 19Q: 3 clusters Score -6026824 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -6026938.500000 Penalty: 12500.261719
	Iteration 20F: 3 clusters Score -6026938 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -6027074.500000 Penalty: 12500.261719
	Iteration 21Q: 3 clusters Score -6027074 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -6027162.500000 Penalty: 12500.261719
	Iteration 22Q: 3 clusters Score -6027162 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -6027269.500000 Penalty: 12500.261719
	Iteration 23Q: 3 clusters Score -6027270 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -6027392.500000 Penalty: 12500.261719
	Iteration 24Q: 3 clusters Score -6027392 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -6027503.500000 Penalty: 12500.261719
	Iteration 25Q: 3 clusters Score -6027504 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -6027592.500000 Penalty: 12500.261719
	Iteration 26Q: 3 clusters Score -6027592 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -6027702.500000 Penalty: 12500.261719
	Iteration 27Q: 3 clusters Score -6027702 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -6027776.000000 Penalty: 12500.261719
	Iteration 28Q: 3 clusters Score -6027776 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -6027883.500000 Penalty: 12500.261719
	Iteration 29Q: 3 clusters Score -6027884 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -6027985.500000 Penalty: 12500.261719
	Iteration 30Q: 3 clusters Score -6027986 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -6028073.000000 Penalty: 12500.261719
	Iteration 31Q: 3 clusters Score -6028073 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -6028154.000000 Penalty: 12500.261719
	Iteration 32Q: 3 clusters Score -6028154 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -6028206.500000 Penalty: 12500.261719
	Iteration 33Q: 3 clusters Score -6028206 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -6028345.500000 Penalty: 12500.261719
	Iteration 34Q: 3 clusters Score -6028346 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -6028425.000000 Penalty: 12500.261719
	Iteration 35Q: 3 clusters Score -6028425 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -6028542.000000 Penalty: 12500.261719
	Iteration 36Q: 3 clusters Score -6028542 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -6028655.500000 Penalty: 12500.261719
	Iteration 37Q: 3 clusters Score -6028656 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -6028739.000000 Penalty: 12500.261719
	Iteration 38Q: 3 clusters Score -6028739 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -6028815.000000 Penalty: 12500.261719
	Iteration 39Q: 3 clusters Score -6028815 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -6028886.500000 Penalty: 12500.261719
	Iteration 40F: 3 clusters Score -6028886 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -6028956.500000 Penalty: 12500.261719
	Iteration 41Q: 3 clusters Score -6028956 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -6029060.500000 Penalty: 12500.261719
	Iteration 42Q: 3 clusters Score -6029060 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -6029171.500000 Penalty: 12500.261719
	Iteration 43Q: 3 clusters Score -6029172 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -6029229.500000 Penalty: 12500.261719
	Iteration 44Q: 3 clusters Score -6029230 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -6029303.500000 Penalty: 12500.261719
	Iteration 45Q: 3 clusters Score -6029304 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -6029383.000000 Penalty: 12500.261719
	Iteration 46Q: 3 clusters Score -6029383 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -6029447.000000 Penalty: 12500.261719
	Iteration 47Q: 3 clusters Score -6029447 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -6029536.500000 Penalty: 12500.261719
	Iteration 48Q: 3 clusters Score -6029536 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -6029601.000000 Penalty: 12500.261719
	Iteration 49Q: 3 clusters Score -6029601 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -6029698.000000 Penalty: 12500.261719
	Iteration 50Q: 3 clusters Score -6029698 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -6029751.500000 Penalty: 12500.261719
	Iteration 51Q: 3 clusters Score -6029752 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -6029827.000000 Penalty: 12500.261719
	Iteration 52Q: 3 clusters Score -6029827 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -6029900.500000 Penalty: 12500.261719
	Iteration 53Q: 3 clusters Score -6029900 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -6029953.000000 Penalty: 12500.261719
	Iteration 54Q: 3 clusters Score -6029953 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -6030010.000000 Penalty: 12500.261719
	Iteration 55Q: 3 clusters Score -6030010 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -6030058.500000 Penalty: 12500.261719
	Iteration 56Q: 3 clusters Score -6030058 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -6030120.500000 Penalty: 12500.261719
	Iteration 57Q: 3 clusters Score -6030120 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -6030182.500000 Penalty: 12500.261719
	Iteration 58Q: 3 clusters Score -6030182 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -6030211.000000 Penalty: 12500.261719
	Iteration 59Q: 3 clusters Score -6030211 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -6030261.500000 Penalty: 12500.261719
	Iteration 60F: 3 clusters Score -6030262 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24138 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -6030280.500000 Penalty: 12500.261719
	Iteration 61Q: 3 clusters Score -6030280 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -6030320.000000 Penalty: 12500.261719
	Iteration 62Q: 3 clusters Score -6030320 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -6030349.000000 Penalty: 12500.261719
	Iteration 63Q: 3 clusters Score -6030349 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24317 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -6030363.500000 Penalty: 12500.261719
	Iteration 64Q: 3 clusters Score -6030364 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -6030382.000000 Penalty: 12500.261719
	Iteration 65Q: 3 clusters Score -6030382 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -6030408.500000 Penalty: 12500.261719
	Iteration 66Q: 3 clusters Score -6030408 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -6030422.000000 Penalty: 12500.261719
	Iteration 67Q: 3 clusters Score -6030422 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -6030441.000000 Penalty: 12500.261719
	Iteration 68Q: 3 clusters Score -6030441 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -6030467.000000 Penalty: 12500.261719
	Iteration 69Q: 3 clusters Score -6030467 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -6030469.500000 Penalty: 12500.261719
	Iteration 70Q: 3 clusters Score -6030470 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -6030478.000000 Penalty: 12500.261719
	Iteration 71Q: 3 clusters Score -6030478 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -6030486.500000 Penalty: 12500.261719
	Iteration 72Q: 3 clusters Score -6030486 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -6030485.000000 Penalty: 12500.261719
	Iteration 73Q: 3 clusters Score -6030485 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -6030488.500000 Penalty: 12500.261719
	Iteration 74Q: 3 clusters Score -6030488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -6030495.500000 Penalty: 12500.261719
	Iteration 75Q: 3 clusters Score -6030496 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -6030512.500000 Penalty: 12500.261719
	Iteration 76Q: 3 clusters Score -6030512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24722 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -6030513.000000 Penalty: 12500.261719
	Iteration 77Q: 3 clusters Score -6030513 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -6030524.000000 Penalty: 12500.261719
	Iteration 78Q: 3 clusters Score -6030524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24747 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -6030526.000000 Penalty: 12500.261719
	Iteration 79Q: 3 clusters Score -6030526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -6030521.500000 Penalty: 12500.261719
	Iteration 80F: 3 clusters Score -6030522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -6030534.500000 Penalty: 12500.261719
	Iteration 81Q: 3 clusters Score -6030534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -6030541.500000 Penalty: 12500.261719
	Iteration 82Q: 3 clusters Score -6030542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -6030545.000000 Penalty: 12500.261719
	Iteration 83Q: 3 clusters Score -6030545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -6030555.500000 Penalty: 12500.261719
	Iteration 84Q: 3 clusters Score -6030556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -6030563.500000 Penalty: 12500.261719
	Iteration 85Q: 3 clusters Score -6030564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -6030562.000000 Penalty: 12500.261719
	Iteration 86Q: 3 clusters Score -6030562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -6030576.500000 Penalty: 12500.261719
	Iteration 87Q: 3 clusters Score -6030576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -6030577.500000 Penalty: 12500.261719
	Iteration 88Q: 3 clusters Score -6030578 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24886 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -6030584.500000 Penalty: 12500.261719
	Iteration 89Q: 3 clusters Score -6030584 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -6030604.000000 Penalty: 12500.261719
	Iteration 90Q: 3 clusters Score -6030604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -6030616.500000 Penalty: 12500.261719
	Iteration 91Q: 3 clusters Score -6030616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -6030621.500000 Penalty: 12500.261719
	Iteration 92Q: 3 clusters Score -6030622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -6030621.000000 Penalty: 12500.261719
	Iteration 93Q: 3 clusters Score -6030621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -6030628.500000 Penalty: 12500.261719
	Iteration 94Q: 3 clusters Score -6030628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -6030631.000000 Penalty: 12500.261719
	Iteration 95Q: 3 clusters Score -6030631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -6030631.000000 Penalty: 12500.261719
	Iteration 96Q: 3 clusters Score -6030631 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -6030630.500000 Penalty: 12500.261719
	Iteration 97Q: 3 clusters Score -6030630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -6030643.500000 Penalty: 12500.261719
	Iteration 98Q: 3 clusters Score -6030644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -6030654.500000 Penalty: 12500.261719
	Iteration 99Q: 3 clusters Score -6030654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -6030647.000000 Penalty: 12500.261719
	Iteration 100F: 3 clusters Score -6030647 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -6030663.000000 Penalty: 12500.261719
	Iteration 101Q: 3 clusters Score -6030663 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25020 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -6030673.000000 Penalty: 12500.261719
	Iteration 102Q: 3 clusters Score -6030673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -6030676.500000 Penalty: 12500.261719
	Iteration 103Q: 3 clusters Score -6030676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -6030680.500000 Penalty: 12500.261719
	Iteration 104Q: 3 clusters Score -6030680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -6030669.500000 Penalty: 12500.261719
	Iteration 105Q: 3 clusters Score -6030670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -6030682.000000 Penalty: 12500.261719
	Iteration 106Q: 3 clusters Score -6030682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -6030678.500000 Penalty: 12500.261719
	Iteration 107Q: 3 clusters Score -6030678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -6030685.000000 Penalty: 12500.261719
	Iteration 108Q: 3 clusters Score -6030685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -6030690.000000 Penalty: 12500.261719
	Iteration 109Q: 3 clusters Score -6030690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -6030693.500000 Penalty: 12500.261719
	Iteration 110Q: 3 clusters Score -6030694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -6030696.000000 Penalty: 12500.261719
	Iteration 111Q: 3 clusters Score -6030696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -6030695.500000 Penalty: 12500.261719
	Iteration 112Q: 3 clusters Score -6030696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -6030695.500000 Penalty: 12500.261719
	Iteration 113Q: 3 clusters Score -6030696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -6030689.000000 Penalty: 12500.261719
	Iteration 114Q: 3 clusters Score -6030689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -6030689.000000 Penalty: 12500.261719
	Iteration 115F: 3 clusters Score -6030689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Entering Unmasked Estep 
Score: -3190264.250000 Penalty: 5886.774902
	Iteration 0F: 2 clusters Score -3190264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -3176828.250000 Penalty: 11773.549805
	Iteration 0F: 3 clusters Score -3176828 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -3180105.000000 Penalty: 11773.549805
	Iteration 1F: 3 clusters Score -3180105 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -3180771.500000 Penalty: 11773.549805
	Iteration 2F: 3 clusters Score -3180772 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -3181388.250000 Penalty: 11773.549805
	Iteration 3F: 3 clusters Score -3181388 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -3182031.500000 Penalty: 11773.549805
	Iteration 4F: 3 clusters Score -3182032 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -3182657.750000 Penalty: 11773.549805
	Iteration 5F: 3 clusters Score -3182658 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -3183306.000000 Penalty: 11773.549805
	Iteration 6F: 3 clusters Score -3183306 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -3183924.750000 Penalty: 11773.549805
	Iteration 7F: 3 clusters Score -3183925 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -3184562.500000 Penalty: 11773.549805
	Iteration 8F: 3 clusters Score -3184562 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -3185155.000000 Penalty: 11773.549805
	Iteration 9Q: 3 clusters Score -3185155 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -3185714.000000 Penalty: 11773.549805
	Iteration 10Q: 3 clusters Score -3185714 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -3186145.750000 Penalty: 11773.549805
	Iteration 11Q: 3 clusters Score -3186146 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -3186505.500000 Penalty: 11773.549805
	Iteration 12Q: 3 clusters Score -3186506 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -3186740.000000 Penalty: 11773.549805
	Iteration 13Q: 3 clusters Score -3186740 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -3186902.000000 Penalty: 11773.549805
	Iteration 14Q: 3 clusters Score -3186902 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -3187015.750000 Penalty: 11773.549805
	Iteration 15Q: 3 clusters Score -3187016 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -3187097.000000 Penalty: 11773.549805
	Iteration 16Q: 3 clusters Score -3187097 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -3187173.750000 Penalty: 11773.549805
	Iteration 17Q: 3 clusters Score -3187174 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -3187214.000000 Penalty: 11773.549805
	Iteration 18Q: 3 clusters Score -3187214 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -3187244.250000 Penalty: 11773.549805
	Iteration 19Q: 3 clusters Score -3187244 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -3187284.000000 Penalty: 11773.549805
	Iteration 20F: 3 clusters Score -3187284 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -3187311.000000 Penalty: 11773.549805
	Iteration 21Q: 3 clusters Score -3187311 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -3187325.250000 Penalty: 11773.549805
	Iteration 22Q: 3 clusters Score -3187325 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -3187338.750000 Penalty: 11773.549805
	Iteration 23Q: 3 clusters Score -3187339 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -3187358.500000 Penalty: 11773.549805
	Iteration 24Q: 3 clusters Score -3187358 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -3187377.000000 Penalty: 11773.549805
	Iteration 25Q: 3 clusters Score -3187377 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -3187392.000000 Penalty: 11773.549805
	Iteration 26Q: 3 clusters Score -3187392 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -3187396.500000 Penalty: 11773.549805
	Iteration 27Q: 3 clusters Score -3187396 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -3187405.000000 Penalty: 11773.549805
	Iteration 28Q: 3 clusters Score -3187405 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -3187400.250000 Penalty: 11773.549805
	Iteration 29Q: 3 clusters Score -3187400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -3187408.000000 Penalty: 11773.549805
	Iteration 30Q: 3 clusters Score -3187408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -3187406.500000 Penalty: 11773.549805
	Iteration 31Q: 3 clusters Score -3187406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -3187414.500000 Penalty: 11773.549805
	Iteration 32Q: 3 clusters Score -3187414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -3187411.750000 Penalty: 11773.549805
	Iteration 33Q: 3 clusters Score -3187412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -3187416.250000 Penalty: 11773.549805
	Iteration 34Q: 3 clusters Score -3187416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -3187419.000000 Penalty: 11773.549805
	Iteration 35Q: 3 clusters Score -3187419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -3187416.500000 Penalty: 11773.549805
	Iteration 36Q: 3 clusters Score -3187416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -3187418.500000 Penalty: 11773.549805
	Iteration 37Q: 3 clusters Score -3187418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -3187420.500000 Penalty: 11773.549805
	Iteration 38Q: 3 clusters Score -3187420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -3187425.750000 Penalty: 11773.549805
	Iteration 39Q: 3 clusters Score -3187426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -3187429.750000 Penalty: 11773.549805
	Iteration 40F: 3 clusters Score -3187430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Entering Unmasked Estep 
Score: -181054.187500 Penalty: 4204.719238
	Iteration 0F: 2 clusters Score -181054.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -177219.093750 Penalty: 8409.438477
	Iteration 0F: 3 clusters Score -177219.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -177720.343750 Penalty: 8409.438477
	Iteration 1F: 3 clusters Score -177720.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -177996.781250 Penalty: 8409.438477
	Iteration 2F: 3 clusters Score -177996.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -178302.375000 Penalty: 8409.438477
	Iteration 3Q: 3 clusters Score -178302.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -178477.984375 Penalty: 8409.438477
	Iteration 4Q: 3 clusters Score -178478 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -178535.515625 Penalty: 8409.438477
	Iteration 5Q: 3 clusters Score -178535.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -178567.515625 Penalty: 8409.438477
	Iteration 6Q: 3 clusters Score -178567.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -178591.468750 Penalty: 8409.438477
	Iteration 7Q: 3 clusters Score -178591.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -178608.046875 Penalty: 8409.438477
	Iteration 8Q: 3 clusters Score -178608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -178615.734375 Penalty: 8409.438477
	Iteration 9Q: 3 clusters Score -178615.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -178615.734375 Penalty: 8409.438477
	Iteration 10F: 3 clusters Score -178615.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (60839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60839 members 
Entering Unmasked Estep 
Score: -13678399.000000 Penalty: 6747.291504
	Iteration 0F: 2 clusters Score -1.36784e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30233 members 
Mstep: Class 2 contains 30606 members 
Entering Unmasked Estep 
Score: -13635674.000000 Penalty: 13494.583008
	Iteration 0F: 3 clusters Score -1.363567e+07 nChanged 26964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29671 members 
Mstep: Class 2 contains 31168 members 
Entering Unmasked Estep 
Score: -13650315.000000 Penalty: 13494.583008
	Iteration 1F: 3 clusters Score -1.365032e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29410 members 
Mstep: Class 2 contains 31429 members 
Entering Unmasked Estep 
Score: -13651151.000000 Penalty: 13494.583008
	Iteration 2Q: 3 clusters Score -1.365115e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 31767 members 
Entering Unmasked Estep 
Score: -13652005.000000 Penalty: 13494.583008
	Iteration 3Q: 3 clusters Score -1.3652e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28569 members 
Mstep: Class 2 contains 32270 members 
Entering Unmasked Estep 
Score: -13652808.000000 Penalty: 13494.583008
	Iteration 4Q: 3 clusters Score -1.365281e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 32869 members 
Entering Unmasked Estep 
Score: -13653471.000000 Penalty: 13494.583008
	Iteration 5Q: 3 clusters Score -1.365347e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27208 members 
Mstep: Class 2 contains 33631 members 
Entering Unmasked Estep 
Score: -13654358.000000 Penalty: 13494.583008
	Iteration 6Q: 3 clusters Score -1.365436e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 34500 members 
Entering Unmasked Estep 
Score: -13655206.000000 Penalty: 13494.583008
	Iteration 7Q: 3 clusters Score -1.365521e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 35508 members 
Entering Unmasked Estep 
Score: -13656174.000000 Penalty: 13494.583008
	Iteration 8Q: 3 clusters Score -1.365617e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 36693 members 
Entering Unmasked Estep 
Score: -13657203.000000 Penalty: 13494.583008
	Iteration 9Q: 3 clusters Score -1.36572e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 38104 members 
Entering Unmasked Estep 
Score: -13658216.000000 Penalty: 13494.583008
	Iteration 10Q: 3 clusters Score -1.365822e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 39787 members 
Entering Unmasked Estep 
Score: -13659251.000000 Penalty: 13494.583008
	Iteration 11Q: 3 clusters Score -1.365925e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 41703 members 
Entering Unmasked Estep 
Score: -13660471.000000 Penalty: 13494.583008
	Iteration 12Q: 3 clusters Score -1.366047e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 43980 members 
Entering Unmasked Estep 
Score: -13661929.000000 Penalty: 13494.583008
	Iteration 13Q: 3 clusters Score -1.366193e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 46446 members 
Entering Unmasked Estep 
Score: -13663553.000000 Penalty: 13494.583008
	Iteration 14Q: 3 clusters Score -1.366355e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 48972 members 
Entering Unmasked Estep 
Score: -13665250.000000 Penalty: 13494.583008
	Iteration 15Q: 3 clusters Score -1.366525e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 51418 members 
Entering Unmasked Estep 
Score: -13666964.000000 Penalty: 13494.583008
	Iteration 16Q: 3 clusters Score -1.366696e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 53607 members 
Entering Unmasked Estep 
Score: -13668579.000000 Penalty: 13494.583008
	Iteration 17Q: 3 clusters Score -1.366858e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 55308 members 
Entering Unmasked Estep 
Score: -13669686.000000 Penalty: 13494.583008
	Iteration 18Q: 3 clusters Score -1.366969e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 56540 members 
Entering Unmasked Estep 
Score: -13670538.000000 Penalty: 13494.583008
	Iteration 19Q: 3 clusters Score -1.367054e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 57400 members 
Entering Unmasked Estep 
Score: -13671188.000000 Penalty: 13494.583008
	Iteration 20F: 3 clusters Score -1.367119e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 57983 members 
Entering Unmasked Estep 
Score: -13671605.000000 Penalty: 13494.583008
	Iteration 21Q: 3 clusters Score -1.36716e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 58386 members 
Entering Unmasked Estep 
Score: -13671863.000000 Penalty: 13494.583008
	Iteration 22Q: 3 clusters Score -1.367186e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 58630 members 
Entering Unmasked Estep 
Score: -13672049.000000 Penalty: 13494.583008
	Iteration 23Q: 3 clusters Score -1.367205e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 58802 members 
Entering Unmasked Estep 
Score: -13672162.000000 Penalty: 13494.583008
	Iteration 24Q: 3 clusters Score -1.367216e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 58917 members 
Entering Unmasked Estep 
Score: -13672260.000000 Penalty: 13494.583008
	Iteration 25Q: 3 clusters Score -1.367226e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 59019 members 
Entering Unmasked Estep 
Score: -13672309.000000 Penalty: 13494.583008
	Iteration 26Q: 3 clusters Score -1.367231e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 59100 members 
Entering Unmasked Estep 
Score: -13672356.000000 Penalty: 13494.583008
	Iteration 27Q: 3 clusters Score -1.367236e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 59164 members 
Entering Unmasked Estep 
Score: -13672423.000000 Penalty: 13494.583008
	Iteration 28Q: 3 clusters Score -1.367242e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 59217 members 
Entering Unmasked Estep 
Score: -13672459.000000 Penalty: 13494.583008
	Iteration 29Q: 3 clusters Score -1.367246e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 59249 members 
Entering Unmasked Estep 
Score: -13672501.000000 Penalty: 13494.583008
	Iteration 30Q: 3 clusters Score -1.36725e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 59274 members 
Entering Unmasked Estep 
Score: -13672534.000000 Penalty: 13494.583008
	Iteration 31Q: 3 clusters Score -1.367253e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 59301 members 
Entering Unmasked Estep 
Score: -13672550.000000 Penalty: 13494.583008
	Iteration 32Q: 3 clusters Score -1.367255e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 59321 members 
Entering Unmasked Estep 
Score: -13672566.000000 Penalty: 13494.583008
	Iteration 33Q: 3 clusters Score -1.367257e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 59333 members 
Entering Unmasked Estep 
Score: -13672560.000000 Penalty: 13494.583008
	Iteration 34Q: 3 clusters Score -1.367256e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 59350 members 
Entering Unmasked Estep 
Score: -13672589.000000 Penalty: 13494.583008
	Iteration 35Q: 3 clusters Score -1.367259e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 59374 members 
Entering Unmasked Estep 
Score: -13672596.000000 Penalty: 13494.583008
	Iteration 36Q: 3 clusters Score -1.36726e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 59385 members 
Entering Unmasked Estep 
Score: -13672625.000000 Penalty: 13494.583008
	Iteration 37Q: 3 clusters Score -1.367262e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 59396 members 
Entering Unmasked Estep 
Score: -13672629.000000 Penalty: 13494.583008
	Iteration 38Q: 3 clusters Score -1.367263e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 59412 members 
Entering Unmasked Estep 
Score: -13672654.000000 Penalty: 13494.583008
	Iteration 39Q: 3 clusters Score -1.367265e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 59421 members 
Entering Unmasked Estep 
Score: -13672643.000000 Penalty: 13494.583008
	Iteration 40F: 3 clusters Score -1.367264e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 59429 members 
Entering Unmasked Estep 
Score: -13672648.000000 Penalty: 13494.583008
	Iteration 41Q: 3 clusters Score -1.367265e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 59436 members 
Entering Unmasked Estep 
Score: -13672652.000000 Penalty: 13494.583008
	Iteration 42Q: 3 clusters Score -1.367265e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 59444 members 
Entering Unmasked Estep 
Score: -13672656.000000 Penalty: 13494.583008
	Iteration 43Q: 3 clusters Score -1.367266e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 59452 members 
Entering Unmasked Estep 
Score: -13672675.000000 Penalty: 13494.583008
	Iteration 44Q: 3 clusters Score -1.367268e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 59454 members 
Entering Unmasked Estep 
Score: -13672678.000000 Penalty: 13494.583008
	Iteration 45Q: 3 clusters Score -1.367268e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 59457 members 
Entering Unmasked Estep 
Score: -13672672.000000 Penalty: 13494.583008
	Iteration 46Q: 3 clusters Score -1.367267e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 59457 members 
Entering Unmasked Estep 
Score: -13672672.000000 Penalty: 13494.583008
	Iteration 47F: 3 clusters Score -1.367267e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Entering Unmasked Estep 
Score: -2086102.125000 Penalty: 5595.300781
	Iteration 0F: 2 clusters Score -2086102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -2076369.750000 Penalty: 11190.601562
	Iteration 0F: 3 clusters Score -2076370 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -2078222.125000 Penalty: 11190.601562
	Iteration 1F: 3 clusters Score -2078222 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -2078645.500000 Penalty: 11190.601562
	Iteration 2F: 3 clusters Score -2078646 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -2078916.250000 Penalty: 11190.601562
	Iteration 3Q: 3 clusters Score -2078916 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -2079064.750000 Penalty: 11190.601562
	Iteration 4Q: 3 clusters Score -2079065 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -2079150.125000 Penalty: 11190.601562
	Iteration 5Q: 3 clusters Score -2079150 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -2079220.750000 Penalty: 11190.601562
	Iteration 6Q: 3 clusters Score -2079221 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -2079256.375000 Penalty: 11190.601562
	Iteration 7Q: 3 clusters Score -2079256 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -2079296.875000 Penalty: 11190.601562
	Iteration 8Q: 3 clusters Score -2079297 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -2079325.750000 Penalty: 11190.601562
	Iteration 9Q: 3 clusters Score -2079326 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -2079347.250000 Penalty: 11190.601562
	Iteration 10Q: 3 clusters Score -2079347 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -2079363.750000 Penalty: 11190.601562
	Iteration 11Q: 3 clusters Score -2079364 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -2079377.625000 Penalty: 11190.601562
	Iteration 12Q: 3 clusters Score -2079378 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -2079391.375000 Penalty: 11190.601562
	Iteration 13Q: 3 clusters Score -2079391 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -2079402.500000 Penalty: 11190.601562
	Iteration 14Q: 3 clusters Score -2079402 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -2079416.250000 Penalty: 11190.601562
	Iteration 15Q: 3 clusters Score -2079416 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -2079422.125000 Penalty: 11190.601562
	Iteration 16Q: 3 clusters Score -2079422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -2079426.375000 Penalty: 11190.601562
	Iteration 17Q: 3 clusters Score -2079426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -2079431.125000 Penalty: 11190.601562
	Iteration 18Q: 3 clusters Score -2079431 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -2079437.500000 Penalty: 11190.601562
	Iteration 19Q: 3 clusters Score -2079438 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -2079438.875000 Penalty: 11190.601562
	Iteration 20F: 3 clusters Score -2079439 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -2079446.125000 Penalty: 11190.601562
	Iteration 21Q: 3 clusters Score -2079446 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -2079456.250000 Penalty: 11190.601562
	Iteration 22Q: 3 clusters Score -2079456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -2079459.875000 Penalty: 11190.601562
	Iteration 23Q: 3 clusters Score -2079460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -2079464.625000 Penalty: 11190.601562
	Iteration 24Q: 3 clusters Score -2079465 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -2079469.625000 Penalty: 11190.601562
	Iteration 25Q: 3 clusters Score -2079470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -2079473.625000 Penalty: 11190.601562
	Iteration 26Q: 3 clusters Score -2079474 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -2079476.500000 Penalty: 11190.601562
	Iteration 27Q: 3 clusters Score -2079476 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -2079484.625000 Penalty: 11190.601562
	Iteration 28Q: 3 clusters Score -2079485 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -2079491.750000 Penalty: 11190.601562
	Iteration 29Q: 3 clusters Score -2079492 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -2079496.250000 Penalty: 11190.601562
	Iteration 30Q: 3 clusters Score -2079496 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -2079501.375000 Penalty: 11190.601562
	Iteration 31Q: 3 clusters Score -2079501 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -2079512.875000 Penalty: 11190.601562
	Iteration 32Q: 3 clusters Score -2079513 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -2079515.500000 Penalty: 11190.601562
	Iteration 33Q: 3 clusters Score -2079516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -2079518.375000 Penalty: 11190.601562
	Iteration 34Q: 3 clusters Score -2079518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -2079527.250000 Penalty: 11190.601562
	Iteration 35Q: 3 clusters Score -2079527 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -2079531.125000 Penalty: 11190.601562
	Iteration 36Q: 3 clusters Score -2079531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -2079531.625000 Penalty: 11190.601562
	Iteration 37Q: 3 clusters Score -2079532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -2079533.375000 Penalty: 11190.601562
	Iteration 38Q: 3 clusters Score -2079533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -2079534.375000 Penalty: 11190.601562
	Iteration 39Q: 3 clusters Score -2079534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -2079536.625000 Penalty: 11190.601562
	Iteration 40F: 3 clusters Score -2079537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -2079538.000000 Penalty: 11190.601562
	Iteration 41Q: 3 clusters Score -2079538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -2079537.500000 Penalty: 11190.601562
	Iteration 42Q: 3 clusters Score -2079538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -2079541.125000 Penalty: 11190.601562
	Iteration 43Q: 3 clusters Score -2079541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -2079541.125000 Penalty: 11190.601562
	Iteration 44F: 3 clusters Score -2079541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (60578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60578 members 
Entering Unmasked Estep 
Score: -13510282.000000 Penalty: 6744.658691
	Iteration 0F: 2 clusters Score -1.351028e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30514 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -13467860.000000 Penalty: 13489.317383
	Iteration 0F: 3 clusters Score -1.346786e+07 nChanged 26950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31764 members 
Mstep: Class 2 contains 28814 members 
Entering Unmasked Estep 
Score: -13482653.000000 Penalty: 13489.317383
	Iteration 1F: 3 clusters Score -1.348265e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32639 members 
Mstep: Class 2 contains 27939 members 
Entering Unmasked Estep 
Score: -13483991.000000 Penalty: 13489.317383
	Iteration 2F: 3 clusters Score -1.348399e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33812 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
Score: -13485361.000000 Penalty: 13489.317383
	Iteration 3F: 3 clusters Score -1.348536e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35312 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -13487101.000000 Penalty: 13489.317383
	Iteration 4F: 3 clusters Score -1.34871e+07 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37287 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
Score: -13489145.000000 Penalty: 13489.317383
	Iteration 5F: 3 clusters Score -1.348914e+07 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39501 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -13491473.000000 Penalty: 13489.317383
	Iteration 6F: 3 clusters Score -1.349147e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41644 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -13493677.000000 Penalty: 13489.317383
	Iteration 7F: 3 clusters Score -1.349368e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43510 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -13495596.000000 Penalty: 13489.317383
	Iteration 8F: 3 clusters Score -1.34956e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44988 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -13497125.000000 Penalty: 13489.317383
	Iteration 9Q: 3 clusters Score -1.349712e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46155 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -13498500.000000 Penalty: 13489.317383
	Iteration 10Q: 3 clusters Score -1.34985e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47009 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -13499769.000000 Penalty: 13489.317383
	Iteration 11Q: 3 clusters Score -1.349977e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47560 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -13501046.000000 Penalty: 13489.317383
	Iteration 12Q: 3 clusters Score -1.350105e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47741 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -13502192.000000 Penalty: 13489.317383
	Iteration 13Q: 3 clusters Score -1.350219e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47683 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -13503238.000000 Penalty: 13489.317383
	Iteration 14Q: 3 clusters Score -1.350324e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47481 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -13503887.000000 Penalty: 13489.317383
	Iteration 15Q: 3 clusters Score -1.350389e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47226 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -13504313.000000 Penalty: 13489.317383
	Iteration 16Q: 3 clusters Score -1.350431e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46968 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -13504583.000000 Penalty: 13489.317383
	Iteration 17Q: 3 clusters Score -1.350458e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46744 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -13504693.000000 Penalty: 13489.317383
	Iteration 18Q: 3 clusters Score -1.350469e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46535 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -13504819.000000 Penalty: 13489.317383
	Iteration 19Q: 3 clusters Score -1.350482e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46351 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -13504901.000000 Penalty: 13489.317383
	Iteration 20F: 3 clusters Score -1.35049e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46202 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -13504957.000000 Penalty: 13489.317383
	Iteration 21Q: 3 clusters Score -1.350496e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46049 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -13504989.000000 Penalty: 13489.317383
	Iteration 22Q: 3 clusters Score -1.350499e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45908 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -13505000.000000 Penalty: 13489.317383
	Iteration 23Q: 3 clusters Score -1.3505e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45781 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -13505042.000000 Penalty: 13489.317383
	Iteration 24Q: 3 clusters Score -1.350504e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45655 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -13505079.000000 Penalty: 13489.317383
	Iteration 25Q: 3 clusters Score -1.350508e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45521 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -13505082.000000 Penalty: 13489.317383
	Iteration 26Q: 3 clusters Score -1.350508e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45388 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -13505128.000000 Penalty: 13489.317383
	Iteration 27Q: 3 clusters Score -1.350513e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45272 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -13505124.000000 Penalty: 13489.317383
	Iteration 28Q: 3 clusters Score -1.350512e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45173 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -13505148.000000 Penalty: 13489.317383
	Iteration 29Q: 3 clusters Score -1.350515e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45054 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -13505144.000000 Penalty: 13489.317383
	Iteration 30Q: 3 clusters Score -1.350514e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44955 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -13505151.000000 Penalty: 13489.317383
	Iteration 31Q: 3 clusters Score -1.350515e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44856 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -13505163.000000 Penalty: 13489.317383
	Iteration 32Q: 3 clusters Score -1.350516e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44779 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -13505158.000000 Penalty: 13489.317383
	Iteration 33Q: 3 clusters Score -1.350516e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44694 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -13505157.000000 Penalty: 13489.317383
	Iteration 34Q: 3 clusters Score -1.350516e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44623 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -13505180.000000 Penalty: 13489.317383
	Iteration 35Q: 3 clusters Score -1.350518e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44565 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -13505183.000000 Penalty: 13489.317383
	Iteration 36Q: 3 clusters Score -1.350518e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44501 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -13505193.000000 Penalty: 13489.317383
	Iteration 37Q: 3 clusters Score -1.350519e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44445 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -13505199.000000 Penalty: 13489.317383
	Iteration 38Q: 3 clusters Score -1.35052e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44393 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -13505201.000000 Penalty: 13489.317383
	Iteration 39Q: 3 clusters Score -1.35052e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44354 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -13505201.000000 Penalty: 13489.317383
	Iteration 40F: 3 clusters Score -1.35052e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44310 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -13505213.000000 Penalty: 13489.317383
	Iteration 41Q: 3 clusters Score -1.350521e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44277 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -13505236.000000 Penalty: 13489.317383
	Iteration 42Q: 3 clusters Score -1.350524e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44234 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -13505241.000000 Penalty: 13489.317383
	Iteration 43Q: 3 clusters Score -1.350524e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44188 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -13505250.000000 Penalty: 13489.317383
	Iteration 44Q: 3 clusters Score -1.350525e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44148 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -13505268.000000 Penalty: 13489.317383
	Iteration 45Q: 3 clusters Score -1.350527e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44117 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -13505243.000000 Penalty: 13489.317383
	Iteration 46Q: 3 clusters Score -1.350524e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44082 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -13505289.000000 Penalty: 13489.317383
	Iteration 47Q: 3 clusters Score -1.350529e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44038 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -13505299.000000 Penalty: 13489.317383
	Iteration 48Q: 3 clusters Score -1.35053e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43995 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -13505300.000000 Penalty: 13489.317383
	Iteration 49Q: 3 clusters Score -1.35053e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43958 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -13505297.000000 Penalty: 13489.317383
	Iteration 50Q: 3 clusters Score -1.35053e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43913 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -13505316.000000 Penalty: 13489.317383
	Iteration 51Q: 3 clusters Score -1.350532e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43873 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -13505269.000000 Penalty: 13489.317383
	Iteration 52Q: 3 clusters Score -1.350527e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43836 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -13505273.000000 Penalty: 13489.317383
	Iteration 53Q: 3 clusters Score -1.350527e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43805 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -13505279.000000 Penalty: 13489.317383
	Iteration 54Q: 3 clusters Score -1.350528e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43780 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -13505284.000000 Penalty: 13489.317383
	Iteration 55Q: 3 clusters Score -1.350528e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43755 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -13505287.000000 Penalty: 13489.317383
	Iteration 56Q: 3 clusters Score -1.350529e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43742 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -13505283.000000 Penalty: 13489.317383
	Iteration 57Q: 3 clusters Score -1.350528e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43728 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -13505289.000000 Penalty: 13489.317383
	Iteration 58Q: 3 clusters Score -1.350529e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43713 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -13505287.000000 Penalty: 13489.317383
	Iteration 59Q: 3 clusters Score -1.350529e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43696 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -13505304.000000 Penalty: 13489.317383
	Iteration 60F: 3 clusters Score -1.35053e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43679 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -13505288.000000 Penalty: 13489.317383
	Iteration 61Q: 3 clusters Score -1.350529e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43656 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -13505270.000000 Penalty: 13489.317383
	Iteration 62Q: 3 clusters Score -1.350527e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43632 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -13505268.000000 Penalty: 13489.317383
	Iteration 63Q: 3 clusters Score -1.350527e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43604 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -13505285.000000 Penalty: 13489.317383
	Iteration 64Q: 3 clusters Score -1.350528e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43575 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -13505296.000000 Penalty: 13489.317383
	Iteration 65Q: 3 clusters Score -1.35053e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43551 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -13505315.000000 Penalty: 13489.317383
	Iteration 66Q: 3 clusters Score -1.350532e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43528 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -13505316.000000 Penalty: 13489.317383
	Iteration 67Q: 3 clusters Score -1.350532e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43507 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -13505329.000000 Penalty: 13489.317383
	Iteration 68Q: 3 clusters Score -1.350533e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43471 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -13505346.000000 Penalty: 13489.317383
	Iteration 69Q: 3 clusters Score -1.350535e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43440 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -13505328.000000 Penalty: 13489.317383
	Iteration 70Q: 3 clusters Score -1.350533e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43413 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -13505315.000000 Penalty: 13489.317383
	Iteration 71Q: 3 clusters Score -1.350532e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43382 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -13505312.000000 Penalty: 13489.317383
	Iteration 72Q: 3 clusters Score -1.350531e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43338 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -13505336.000000 Penalty: 13489.317383
	Iteration 73Q: 3 clusters Score -1.350534e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43300 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -13505341.000000 Penalty: 13489.317383
	Iteration 74Q: 3 clusters Score -1.350534e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43261 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -13505328.000000 Penalty: 13489.317383
	Iteration 75Q: 3 clusters Score -1.350533e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43226 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -13505339.000000 Penalty: 13489.317383
	Iteration 76Q: 3 clusters Score -1.350534e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43183 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -13505354.000000 Penalty: 13489.317383
	Iteration 77Q: 3 clusters Score -1.350535e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43142 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -13505342.000000 Penalty: 13489.317383
	Iteration 78Q: 3 clusters Score -1.350534e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43104 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -13505367.000000 Penalty: 13489.317383
	Iteration 79Q: 3 clusters Score -1.350537e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43072 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -13505378.000000 Penalty: 13489.317383
	Iteration 80F: 3 clusters Score -1.350538e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43035 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -13505388.000000 Penalty: 13489.317383
	Iteration 81Q: 3 clusters Score -1.350539e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42995 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -13505390.000000 Penalty: 13489.317383
	Iteration 82Q: 3 clusters Score -1.350539e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42963 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -13505392.000000 Penalty: 13489.317383
	Iteration 83Q: 3 clusters Score -1.350539e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42931 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -13505387.000000 Penalty: 13489.317383
	Iteration 84Q: 3 clusters Score -1.350539e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42897 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -13505396.000000 Penalty: 13489.317383
	Iteration 85Q: 3 clusters Score -1.35054e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42858 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -13505371.000000 Penalty: 13489.317383
	Iteration 86Q: 3 clusters Score -1.350537e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42822 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -13505393.000000 Penalty: 13489.317383
	Iteration 87Q: 3 clusters Score -1.350539e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42781 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -13505409.000000 Penalty: 13489.317383
	Iteration 88Q: 3 clusters Score -1.350541e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42737 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -13505415.000000 Penalty: 13489.317383
	Iteration 89Q: 3 clusters Score -1.350542e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42690 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -13505403.000000 Penalty: 13489.317383
	Iteration 90Q: 3 clusters Score -1.35054e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42644 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -13505403.000000 Penalty: 13489.317383
	Iteration 91Q: 3 clusters Score -1.35054e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42599 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -13505396.000000 Penalty: 13489.317383
	Iteration 92Q: 3 clusters Score -1.35054e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42548 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -13505424.000000 Penalty: 13489.317383
	Iteration 93Q: 3 clusters Score -1.350542e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42491 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -13505451.000000 Penalty: 13489.317383
	Iteration 94Q: 3 clusters Score -1.350545e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42420 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -13505459.000000 Penalty: 13489.317383
	Iteration 95Q: 3 clusters Score -1.350546e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42334 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -13505483.000000 Penalty: 13489.317383
	Iteration 96Q: 3 clusters Score -1.350548e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42255 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -13505484.000000 Penalty: 13489.317383
	Iteration 97Q: 3 clusters Score -1.350548e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42169 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -13505467.000000 Penalty: 13489.317383
	Iteration 98Q: 3 clusters Score -1.350547e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42088 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -13505496.000000 Penalty: 13489.317383
	Iteration 99Q: 3 clusters Score -1.35055e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42022 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -13505517.000000 Penalty: 13489.317383
	Iteration 100F: 3 clusters Score -1.350552e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41967 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -13505500.000000 Penalty: 13489.317383
	Iteration 101Q: 3 clusters Score -1.35055e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41913 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -13505528.000000 Penalty: 13489.317383
	Iteration 102Q: 3 clusters Score -1.350553e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41852 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -13505557.000000 Penalty: 13489.317383
	Iteration 103Q: 3 clusters Score -1.350556e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41792 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -13505532.000000 Penalty: 13489.317383
	Iteration 104Q: 3 clusters Score -1.350553e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41736 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -13505515.000000 Penalty: 13489.317383
	Iteration 105Q: 3 clusters Score -1.350552e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41698 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -13505511.000000 Penalty: 13489.317383
	Iteration 106Q: 3 clusters Score -1.350551e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41658 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -13505534.000000 Penalty: 13489.317383
	Iteration 107Q: 3 clusters Score -1.350553e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41627 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -13505541.000000 Penalty: 13489.317383
	Iteration 108Q: 3 clusters Score -1.350554e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41592 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -13505535.000000 Penalty: 13489.317383
	Iteration 109Q: 3 clusters Score -1.350554e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41562 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -13505549.000000 Penalty: 13489.317383
	Iteration 110Q: 3 clusters Score -1.350555e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41525 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -13505554.000000 Penalty: 13489.317383
	Iteration 111Q: 3 clusters Score -1.350555e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41492 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -13505557.000000 Penalty: 13489.317383
	Iteration 112Q: 3 clusters Score -1.350556e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41457 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -13505560.000000 Penalty: 13489.317383
	Iteration 113Q: 3 clusters Score -1.350556e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41418 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -13505569.000000 Penalty: 13489.317383
	Iteration 114Q: 3 clusters Score -1.350557e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41375 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -13505584.000000 Penalty: 13489.317383
	Iteration 115Q: 3 clusters Score -1.350558e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41340 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -13505579.000000 Penalty: 13489.317383
	Iteration 116Q: 3 clusters Score -1.350558e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41301 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -13505579.000000 Penalty: 13489.317383
	Iteration 117Q: 3 clusters Score -1.350558e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41259 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -13505597.000000 Penalty: 13489.317383
	Iteration 118Q: 3 clusters Score -1.35056e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41221 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -13505585.000000 Penalty: 13489.317383
	Iteration 119Q: 3 clusters Score -1.350558e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41180 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -13505621.000000 Penalty: 13489.317383
	Iteration 120F: 3 clusters Score -1.350562e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41142 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -13505606.000000 Penalty: 13489.317383
	Iteration 121Q: 3 clusters Score -1.350561e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41100 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -13505613.000000 Penalty: 13489.317383
	Iteration 122Q: 3 clusters Score -1.350561e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41063 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -13505603.000000 Penalty: 13489.317383
	Iteration 123Q: 3 clusters Score -1.35056e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41030 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -13505609.000000 Penalty: 13489.317383
	Iteration 124Q: 3 clusters Score -1.350561e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40993 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -13505581.000000 Penalty: 13489.317383
	Iteration 125Q: 3 clusters Score -1.350558e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40957 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -13505589.000000 Penalty: 13489.317383
	Iteration 126Q: 3 clusters Score -1.350559e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40921 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -13505594.000000 Penalty: 13489.317383
	Iteration 127Q: 3 clusters Score -1.350559e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40889 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -13505578.000000 Penalty: 13489.317383
	Iteration 128Q: 3 clusters Score -1.350558e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40853 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -13505586.000000 Penalty: 13489.317383
	Iteration 129Q: 3 clusters Score -1.350559e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40825 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -13505571.000000 Penalty: 13489.317383
	Iteration 130Q: 3 clusters Score -1.350557e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40800 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -13505573.000000 Penalty: 13489.317383
	Iteration 131Q: 3 clusters Score -1.350557e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40779 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -13505584.000000 Penalty: 13489.317383
	Iteration 132Q: 3 clusters Score -1.350558e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40751 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -13505591.000000 Penalty: 13489.317383
	Iteration 133Q: 3 clusters Score -1.350559e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40714 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -13505604.000000 Penalty: 13489.317383
	Iteration 134Q: 3 clusters Score -1.35056e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40687 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -13505610.000000 Penalty: 13489.317383
	Iteration 135Q: 3 clusters Score -1.350561e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40662 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -13505620.000000 Penalty: 13489.317383
	Iteration 136Q: 3 clusters Score -1.350562e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40645 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -13505618.000000 Penalty: 13489.317383
	Iteration 137Q: 3 clusters Score -1.350562e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40628 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -13505639.000000 Penalty: 13489.317383
	Iteration 138Q: 3 clusters Score -1.350564e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40615 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -13505620.000000 Penalty: 13489.317383
	Iteration 139Q: 3 clusters Score -1.350562e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40596 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -13505624.000000 Penalty: 13489.317383
	Iteration 140F: 3 clusters Score -1.350562e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40571 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -13505614.000000 Penalty: 13489.317383
	Iteration 141Q: 3 clusters Score -1.350561e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40546 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -13505584.000000 Penalty: 13489.317383
	Iteration 142Q: 3 clusters Score -1.350558e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40526 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -13505609.000000 Penalty: 13489.317383
	Iteration 143Q: 3 clusters Score -1.350561e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40509 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -13505611.000000 Penalty: 13489.317383
	Iteration 144Q: 3 clusters Score -1.350561e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40487 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -13505624.000000 Penalty: 13489.317383
	Iteration 145Q: 3 clusters Score -1.350562e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40470 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -13505617.000000 Penalty: 13489.317383
	Iteration 146Q: 3 clusters Score -1.350562e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40454 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -13505617.000000 Penalty: 13489.317383
	Iteration 147Q: 3 clusters Score -1.350562e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40444 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -13505608.000000 Penalty: 13489.317383
	Iteration 148Q: 3 clusters Score -1.350561e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40433 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -13505600.000000 Penalty: 13489.317383
	Iteration 149Q: 3 clusters Score -1.35056e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40418 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -13505596.000000 Penalty: 13489.317383
	Iteration 150Q: 3 clusters Score -1.35056e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40399 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
Score: -13505608.000000 Penalty: 13489.317383
	Iteration 151Q: 3 clusters Score -1.350561e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40379 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -13505611.000000 Penalty: 13489.317383
	Iteration 152Q: 3 clusters Score -1.350561e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40357 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -13505596.000000 Penalty: 13489.317383
	Iteration 153Q: 3 clusters Score -1.35056e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40337 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -13505610.000000 Penalty: 13489.317383
	Iteration 154Q: 3 clusters Score -1.350561e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40317 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -13505603.000000 Penalty: 13489.317383
	Iteration 155Q: 3 clusters Score -1.35056e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40298 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -13505592.000000 Penalty: 13489.317383
	Iteration 156Q: 3 clusters Score -1.350559e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40277 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -13505583.000000 Penalty: 13489.317383
	Iteration 157Q: 3 clusters Score -1.350558e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40258 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -13505606.000000 Penalty: 13489.317383
	Iteration 158Q: 3 clusters Score -1.350561e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40246 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -13505609.000000 Penalty: 13489.317383
	Iteration 159Q: 3 clusters Score -1.350561e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40230 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -13505618.000000 Penalty: 13489.317383
	Iteration 160F: 3 clusters Score -1.350562e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40215 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -13505639.000000 Penalty: 13489.317383
	Iteration 161Q: 3 clusters Score -1.350564e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40194 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -13505635.000000 Penalty: 13489.317383
	Iteration 162Q: 3 clusters Score -1.350564e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -13505650.000000 Penalty: 13489.317383
	Iteration 163Q: 3 clusters Score -1.350565e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40171 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -13505646.000000 Penalty: 13489.317383
	Iteration 164Q: 3 clusters Score -1.350565e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40155 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -13505655.000000 Penalty: 13489.317383
	Iteration 165Q: 3 clusters Score -1.350566e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40136 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -13505649.000000 Penalty: 13489.317383
	Iteration 166Q: 3 clusters Score -1.350565e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40115 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -13505649.000000 Penalty: 13489.317383
	Iteration 167Q: 3 clusters Score -1.350565e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40096 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -13505662.000000 Penalty: 13489.317383
	Iteration 168Q: 3 clusters Score -1.350566e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40083 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -13505657.000000 Penalty: 13489.317383
	Iteration 169Q: 3 clusters Score -1.350566e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40075 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -13505662.000000 Penalty: 13489.317383
	Iteration 170Q: 3 clusters Score -1.350566e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40059 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -13505659.000000 Penalty: 13489.317383
	Iteration 171Q: 3 clusters Score -1.350566e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40046 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -13505664.000000 Penalty: 13489.317383
	Iteration 172Q: 3 clusters Score -1.350566e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40033 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -13505686.000000 Penalty: 13489.317383
	Iteration 173Q: 3 clusters Score -1.350569e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40023 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -13505679.000000 Penalty: 13489.317383
	Iteration 174Q: 3 clusters Score -1.350568e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40014 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -13505689.000000 Penalty: 13489.317383
	Iteration 175Q: 3 clusters Score -1.350569e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40006 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -13505692.000000 Penalty: 13489.317383
	Iteration 176Q: 3 clusters Score -1.350569e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39996 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -13505689.000000 Penalty: 13489.317383
	Iteration 177Q: 3 clusters Score -1.350569e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39988 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -13505694.000000 Penalty: 13489.317383
	Iteration 178Q: 3 clusters Score -1.350569e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39978 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -13505694.000000 Penalty: 13489.317383
	Iteration 179Q: 3 clusters Score -1.350569e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39967 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -13505689.000000 Penalty: 13489.317383
	Iteration 180F: 3 clusters Score -1.350569e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39958 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -13505686.000000 Penalty: 13489.317383
	Iteration 181Q: 3 clusters Score -1.350569e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39948 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -13505693.000000 Penalty: 13489.317383
	Iteration 182Q: 3 clusters Score -1.350569e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39932 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -13505671.000000 Penalty: 13489.317383
	Iteration 183Q: 3 clusters Score -1.350567e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39917 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -13505689.000000 Penalty: 13489.317383
	Iteration 184Q: 3 clusters Score -1.350569e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39905 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -13505675.000000 Penalty: 13489.317383
	Iteration 185Q: 3 clusters Score -1.350568e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39899 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -13505687.000000 Penalty: 13489.317383
	Iteration 186Q: 3 clusters Score -1.350569e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39894 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -13505688.000000 Penalty: 13489.317383
	Iteration 187Q: 3 clusters Score -1.350569e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39888 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -13505687.000000 Penalty: 13489.317383
	Iteration 188Q: 3 clusters Score -1.350569e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39879 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -13505681.000000 Penalty: 13489.317383
	Iteration 189Q: 3 clusters Score -1.350568e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39871 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -13505695.000000 Penalty: 13489.317383
	Iteration 190Q: 3 clusters Score -1.35057e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -13505706.000000 Penalty: 13489.317383
	Iteration 191Q: 3 clusters Score -1.350571e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39856 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -13505707.000000 Penalty: 13489.317383
	Iteration 192Q: 3 clusters Score -1.350571e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39849 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -13505704.000000 Penalty: 13489.317383
	Iteration 193Q: 3 clusters Score -1.35057e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39849 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -13505704.000000 Penalty: 13489.317383
	Iteration 194F: 3 clusters Score -1.35057e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (22369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Entering Unmasked Estep 
Score: -4774370.500000 Penalty: 6134.451660
	Iteration 0F: 2 clusters Score -4774370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -4756501.000000 Penalty: 12268.903320
	Iteration 0F: 3 clusters Score -4756501 nChanged 9200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -4761392.500000 Penalty: 12268.903320
	Iteration 1F: 3 clusters Score -4761392 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -4762196.500000 Penalty: 12268.903320
	Iteration 2F: 3 clusters Score -4762196 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -4762952.500000 Penalty: 12268.903320
	Iteration 3F: 3 clusters Score -4762952 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -4763808.500000 Penalty: 12268.903320
	Iteration 4F: 3 clusters Score -4763808 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -4764774.500000 Penalty: 12268.903320
	Iteration 5F: 3 clusters Score -4764774 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -4765814.500000 Penalty: 12268.903320
	Iteration 6F: 3 clusters Score -4765814 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -4766908.500000 Penalty: 12268.903320
	Iteration 7F: 3 clusters Score -4766908 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -4767869.500000 Penalty: 12268.903320
	Iteration 8F: 3 clusters Score -4767870 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -4768650.500000 Penalty: 12268.903320
	Iteration 9Q: 3 clusters Score -4768650 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -4769245.500000 Penalty: 12268.903320
	Iteration 10Q: 3 clusters Score -4769246 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -4769657.500000 Penalty: 12268.903320
	Iteration 11Q: 3 clusters Score -4769658 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -4769906.000000 Penalty: 12268.903320
	Iteration 12Q: 3 clusters Score -4769906 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -4770068.500000 Penalty: 12268.903320
	Iteration 13Q: 3 clusters Score -4770068 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -4770148.500000 Penalty: 12268.903320
	Iteration 14Q: 3 clusters Score -4770148 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -4770229.000000 Penalty: 12268.903320
	Iteration 15Q: 3 clusters Score -4770229 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -4770271.500000 Penalty: 12268.903320
	Iteration 16Q: 3 clusters Score -4770272 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -4770294.500000 Penalty: 12268.903320
	Iteration 17Q: 3 clusters Score -4770294 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -4770328.000000 Penalty: 12268.903320
	Iteration 18Q: 3 clusters Score -4770328 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -4770340.000000 Penalty: 12268.903320
	Iteration 19Q: 3 clusters Score -4770340 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -4770361.000000 Penalty: 12268.903320
	Iteration 20F: 3 clusters Score -4770361 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -4770363.500000 Penalty: 12268.903320
	Iteration 21Q: 3 clusters Score -4770364 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -4770376.500000 Penalty: 12268.903320
	Iteration 22Q: 3 clusters Score -4770376 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -4770396.000000 Penalty: 12268.903320
	Iteration 23Q: 3 clusters Score -4770396 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -4770399.500000 Penalty: 12268.903320
	Iteration 24Q: 3 clusters Score -4770400 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -4770416.500000 Penalty: 12268.903320
	Iteration 25Q: 3 clusters Score -4770416 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -4770424.500000 Penalty: 12268.903320
	Iteration 26Q: 3 clusters Score -4770424 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -4770432.500000 Penalty: 12268.903320
	Iteration 27Q: 3 clusters Score -4770432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -4770433.000000 Penalty: 12268.903320
	Iteration 28Q: 3 clusters Score -4770433 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -4770422.000000 Penalty: 12268.903320
	Iteration 29Q: 3 clusters Score -4770422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -4770425.500000 Penalty: 12268.903320
	Iteration 30Q: 3 clusters Score -4770426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -4770426.000000 Penalty: 12268.903320
	Iteration 31Q: 3 clusters Score -4770426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -4770438.000000 Penalty: 12268.903320
	Iteration 32Q: 3 clusters Score -4770438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -4770430.000000 Penalty: 12268.903320
	Iteration 33Q: 3 clusters Score -4770430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -4770437.000000 Penalty: 12268.903320
	Iteration 34Q: 3 clusters Score -4770437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -4770424.500000 Penalty: 12268.903320
	Iteration 35Q: 3 clusters Score -4770424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -4770429.500000 Penalty: 12268.903320
	Iteration 36Q: 3 clusters Score -4770430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -4770434.500000 Penalty: 12268.903320
	Iteration 37Q: 3 clusters Score -4770434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -4770436.500000 Penalty: 12268.903320
	Iteration 38Q: 3 clusters Score -4770436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -4770434.000000 Penalty: 12268.903320
	Iteration 39Q: 3 clusters Score -4770434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -4770439.500000 Penalty: 12268.903320
	Iteration 40F: 3 clusters Score -4770440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -4770433.000000 Penalty: 12268.903320
	Iteration 41Q: 3 clusters Score -4770433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -4770433.000000 Penalty: 12268.903320
	Iteration 42Q: 3 clusters Score -4770433 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -4770451.000000 Penalty: 12268.903320
	Iteration 43Q: 3 clusters Score -4770451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -4770439.000000 Penalty: 12268.903320
	Iteration 44Q: 3 clusters Score -4770439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -4770448.000000 Penalty: 12268.903320
	Iteration 45Q: 3 clusters Score -4770448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -4770444.000000 Penalty: 12268.903320
	Iteration 46Q: 3 clusters Score -4770444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -4770446.000000 Penalty: 12268.903320
	Iteration 47Q: 3 clusters Score -4770446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -4770449.000000 Penalty: 12268.903320
	Iteration 48Q: 3 clusters Score -4770449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -4770443.000000 Penalty: 12268.903320
	Iteration 49Q: 3 clusters Score -4770443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -4770448.000000 Penalty: 12268.903320
	Iteration 50Q: 3 clusters Score -4770448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -4770441.500000 Penalty: 12268.903320
	Iteration 51Q: 3 clusters Score -4770442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -4770442.500000 Penalty: 12268.903320
	Iteration 52Q: 3 clusters Score -4770442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -4770442.500000 Penalty: 12268.903320
	Iteration 53F: 3 clusters Score -4770442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (68260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68260 members 
Entering Unmasked Estep 
Score: -15281101.000000 Penalty: 6817.786133
	Iteration 0F: 2 clusters Score -1.52811e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34272 members 
Mstep: Class 2 contains 33988 members 
Entering Unmasked Estep 
Score: -15233660.000000 Penalty: 13635.572266
	Iteration 0F: 3 clusters Score -1.523366e+07 nChanged 30612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35302 members 
Mstep: Class 2 contains 32958 members 
Entering Unmasked Estep 
Score: -15250054.000000 Penalty: 13635.572266
	Iteration 1F: 3 clusters Score -1.525005e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36044 members 
Mstep: Class 2 contains 32216 members 
Entering Unmasked Estep 
Score: -15251137.000000 Penalty: 13635.572266
	Iteration 2Q: 3 clusters Score -1.525114e+07 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37086 members 
Mstep: Class 2 contains 31174 members 
Entering Unmasked Estep 
Score: -15252132.000000 Penalty: 13635.572266
	Iteration 3Q: 3 clusters Score -1.525213e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38555 members 
Mstep: Class 2 contains 29705 members 
Entering Unmasked Estep 
Score: -15253199.000000 Penalty: 13635.572266
	Iteration 4Q: 3 clusters Score -1.52532e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40554 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
Score: -15254711.000000 Penalty: 13635.572266
	Iteration 5Q: 3 clusters Score -1.525471e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43276 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
Score: -15256829.000000 Penalty: 13635.572266
	Iteration 6F: 3 clusters Score -1.525683e+07 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46793 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -15259615.000000 Penalty: 13635.572266
	Iteration 7F: 3 clusters Score -1.525962e+07 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50900 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -15263114.000000 Penalty: 13635.572266
	Iteration 8F: 3 clusters Score -1.526311e+07 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55165 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -15266762.000000 Penalty: 13635.572266
	Iteration 9F: 3 clusters Score -1.526676e+07 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58859 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -15269656.000000 Penalty: 13635.572266
	Iteration 10F: 3 clusters Score -1.526966e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61569 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -15271734.000000 Penalty: 13635.572266
	Iteration 11Q: 3 clusters Score -1.527173e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63371 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -15273013.000000 Penalty: 13635.572266
	Iteration 12Q: 3 clusters Score -1.527301e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64512 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -15273797.000000 Penalty: 13635.572266
	Iteration 13Q: 3 clusters Score -1.52738e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65249 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -15274313.000000 Penalty: 13635.572266
	Iteration 14Q: 3 clusters Score -1.527431e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65739 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -15274670.000000 Penalty: 13635.572266
	Iteration 15Q: 3 clusters Score -1.527467e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66061 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -15274854.000000 Penalty: 13635.572266
	Iteration 16Q: 3 clusters Score -1.527485e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66284 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -15275006.000000 Penalty: 13635.572266
	Iteration 17Q: 3 clusters Score -1.527501e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66420 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -15275075.000000 Penalty: 13635.572266
	Iteration 18Q: 3 clusters Score -1.527508e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66516 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -15275156.000000 Penalty: 13635.572266
	Iteration 19Q: 3 clusters Score -1.527516e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66589 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -15275192.000000 Penalty: 13635.572266
	Iteration 20F: 3 clusters Score -1.527519e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66647 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -15275229.000000 Penalty: 13635.572266
	Iteration 21Q: 3 clusters Score -1.527523e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66698 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -15275265.000000 Penalty: 13635.572266
	Iteration 22Q: 3 clusters Score -1.527526e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66745 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -15275312.000000 Penalty: 13635.572266
	Iteration 23Q: 3 clusters Score -1.527531e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66767 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -15275330.000000 Penalty: 13635.572266
	Iteration 24Q: 3 clusters Score -1.527533e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66788 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -15275351.000000 Penalty: 13635.572266
	Iteration 25Q: 3 clusters Score -1.527535e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66812 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -15275339.000000 Penalty: 13635.572266
	Iteration 26Q: 3 clusters Score -1.527534e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66827 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -15275368.000000 Penalty: 13635.572266
	Iteration 27Q: 3 clusters Score -1.527537e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66845 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -15275378.000000 Penalty: 13635.572266
	Iteration 28Q: 3 clusters Score -1.527538e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66859 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -15275376.000000 Penalty: 13635.572266
	Iteration 29Q: 3 clusters Score -1.527538e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66871 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -15275406.000000 Penalty: 13635.572266
	Iteration 30Q: 3 clusters Score -1.527541e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66880 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -15275402.000000 Penalty: 13635.572266
	Iteration 31Q: 3 clusters Score -1.52754e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66889 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -15275405.000000 Penalty: 13635.572266
	Iteration 32Q: 3 clusters Score -1.52754e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66901 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -15275417.000000 Penalty: 13635.572266
	Iteration 33Q: 3 clusters Score -1.527542e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66914 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -15275419.000000 Penalty: 13635.572266
	Iteration 34Q: 3 clusters Score -1.527542e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66924 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -15275445.000000 Penalty: 13635.572266
	Iteration 35Q: 3 clusters Score -1.527544e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66929 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -15275439.000000 Penalty: 13635.572266
	Iteration 36Q: 3 clusters Score -1.527544e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66933 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -15275455.000000 Penalty: 13635.572266
	Iteration 37Q: 3 clusters Score -1.527546e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66939 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -15275457.000000 Penalty: 13635.572266
	Iteration 38Q: 3 clusters Score -1.527546e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66941 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -15275451.000000 Penalty: 13635.572266
	Iteration 39Q: 3 clusters Score -1.527545e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66941 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -15275451.000000 Penalty: 13635.572266
	Iteration 40F: 3 clusters Score -1.527545e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -3405406.750000 Penalty: 5901.970215
	Iteration 0F: 2 clusters Score -3405407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -3391827.000000 Penalty: 11803.940430
	Iteration 0F: 3 clusters Score -3391827 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -3395333.000000 Penalty: 11803.940430
	Iteration 1F: 3 clusters Score -3395333 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -3396415.250000 Penalty: 11803.940430
	Iteration 2F: 3 clusters Score -3396415 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -3397628.000000 Penalty: 11803.940430
	Iteration 3F: 3 clusters Score -3397628 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -3398785.500000 Penalty: 11803.940430
	Iteration 4F: 3 clusters Score -3398786 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -3399639.000000 Penalty: 11803.940430
	Iteration 5F: 3 clusters Score -3399639 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -3400179.000000 Penalty: 11803.940430
	Iteration 6F: 3 clusters Score -3400179 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -3400519.250000 Penalty: 11803.940430
	Iteration 7Q: 3 clusters Score -3400519 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -3400775.250000 Penalty: 11803.940430
	Iteration 8Q: 3 clusters Score -3400775 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -3401025.750000 Penalty: 11803.940430
	Iteration 9Q: 3 clusters Score -3401026 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -3401350.250000 Penalty: 11803.940430
	Iteration 10Q: 3 clusters Score -3401350 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -3401703.000000 Penalty: 11803.940430
	Iteration 11Q: 3 clusters Score -3401703 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -3402019.500000 Penalty: 11803.940430
	Iteration 12Q: 3 clusters Score -3402020 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -3402312.250000 Penalty: 11803.940430
	Iteration 13Q: 3 clusters Score -3402312 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -3402694.500000 Penalty: 11803.940430
	Iteration 14Q: 3 clusters Score -3402694 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -3403157.750000 Penalty: 11803.940430
	Iteration 15Q: 3 clusters Score -3403158 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -3403683.500000 Penalty: 11803.940430
	Iteration 16Q: 3 clusters Score -3403684 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -3404082.750000 Penalty: 11803.940430
	Iteration 17Q: 3 clusters Score -3404083 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -3404316.750000 Penalty: 11803.940430
	Iteration 18Q: 3 clusters Score -3404317 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -3404430.750000 Penalty: 11803.940430
	Iteration 19Q: 3 clusters Score -3404431 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -3404491.000000 Penalty: 11803.940430
	Iteration 20F: 3 clusters Score -3404491 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -3404518.250000 Penalty: 11803.940430
	Iteration 21Q: 3 clusters Score -3404518 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -3404533.750000 Penalty: 11803.940430
	Iteration 22Q: 3 clusters Score -3404534 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -3404536.750000 Penalty: 11803.940430
	Iteration 23Q: 3 clusters Score -3404537 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -3404543.750000 Penalty: 11803.940430
	Iteration 24Q: 3 clusters Score -3404544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -3404549.500000 Penalty: 11803.940430
	Iteration 25Q: 3 clusters Score -3404550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -3404543.750000 Penalty: 11803.940430
	Iteration 26Q: 3 clusters Score -3404544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -3404552.000000 Penalty: 11803.940430
	Iteration 27Q: 3 clusters Score -3404552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -3404554.000000 Penalty: 11803.940430
	Iteration 28Q: 3 clusters Score -3404554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -3404551.500000 Penalty: 11803.940430
	Iteration 29Q: 3 clusters Score -3404552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -3404552.500000 Penalty: 11803.940430
	Iteration 30Q: 3 clusters Score -3404552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -3404553.750000 Penalty: 11803.940430
	Iteration 31Q: 3 clusters Score -3404554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -3404553.750000 Penalty: 11803.940430
	Iteration 32F: 3 clusters Score -3404554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Entering Unmasked Estep 
Score: -271695.375000 Penalty: 4423.821777
	Iteration 0F: 2 clusters Score -271695.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -267264.375000 Penalty: 8847.643555
	Iteration 0F: 3 clusters Score -267264.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -267837.562500 Penalty: 8847.643555
	Iteration 1F: 3 clusters Score -267837.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -268161.468750 Penalty: 8847.643555
	Iteration 2F: 3 clusters Score -268161.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -268352.843750 Penalty: 8847.643555
	Iteration 3Q: 3 clusters Score -268352.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -268588.593750 Penalty: 8847.643555
	Iteration 4Q: 3 clusters Score -268588.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -268843.718750 Penalty: 8847.643555
	Iteration 5Q: 3 clusters Score -268843.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -269117.843750 Penalty: 8847.643555
	Iteration 6Q: 3 clusters Score -269117.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -269536.843750 Penalty: 8847.643555
	Iteration 7Q: 3 clusters Score -269536.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -270017.281250 Penalty: 8847.643555
	Iteration 8Q: 3 clusters Score -270017.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -270382.250000 Penalty: 8847.643555
	Iteration 9Q: 3 clusters Score -270382.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -270525.062500 Penalty: 8847.643555
	Iteration 10Q: 3 clusters Score -270525.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -270674.500000 Penalty: 8847.643555
	Iteration 11Q: 3 clusters Score -270674.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -270738.156250 Penalty: 8847.643555
	Iteration 12Q: 3 clusters Score -270738.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -270765.593750 Penalty: 8847.643555
	Iteration 13Q: 3 clusters Score -270765.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -270819.156250 Penalty: 8847.643555
	Iteration 14Q: 3 clusters Score -270819.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -270969.281250 Penalty: 8847.643555
	Iteration 15Q: 3 clusters Score -270969.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -271567.000000 Penalty: 8847.643555
	Iteration 16Q: 3 clusters Score -271567 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -271655.156250 Penalty: 8847.643555
	Iteration 17Q: 3 clusters Score -271655.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -271682.406250 Penalty: 8847.643555
	Iteration 18Q: 3 clusters Score -271682.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -271710.062500 Penalty: 8847.643555
	Iteration 19Q: 3 clusters Score -271710.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -271729.187500 Penalty: 8847.643555
	Iteration 20F: 3 clusters Score -271729.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -271766.687500 Penalty: 8847.643555
	Iteration 21Q: 3 clusters Score -271766.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -271788.625000 Penalty: 8847.643555
	Iteration 22Q: 3 clusters Score -271788.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -271798.250000 Penalty: 8847.643555
	Iteration 23Q: 3 clusters Score -271798.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -271810.468750 Penalty: 8847.643555
	Iteration 24Q: 3 clusters Score -271810.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -271813.843750 Penalty: 8847.643555
	Iteration 25Q: 3 clusters Score -271813.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -271816.062500 Penalty: 8847.643555
	Iteration 26Q: 3 clusters Score -271816.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -271821.343750 Penalty: 8847.643555
	Iteration 27Q: 3 clusters Score -271821.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -271824.875000 Penalty: 8847.643555
	Iteration 28Q: 3 clusters Score -271824.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -271825.406250 Penalty: 8847.643555
	Iteration 29Q: 3 clusters Score -271825.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -271825.406250 Penalty: 8847.643555
	Iteration 30F: 3 clusters Score -271825.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 27019 members 
Mstep: Class 2 contains 14929 members 
Mstep: Class 3 contains 958 members 
Mstep: Class 4 contains 60839 members 
Mstep: Class 5 contains 9276 members 
Mstep: Class 6 contains 60578 members 
Mstep: Class 7 contains 22369 members 
Mstep: Class 8 contains 68260 members 
Mstep: Class 9 contains 15304 members 
Mstep: Class 10 contains 730 members 
Mstep: Class 11 contains 11176 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 11046 members 
Mstep: Class 15 contains 29006 members 
Mstep: Class 16 contains 1318 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14942 members 
Mstep: Class 19 contains 71310 members 
Mstep: Class 20 contains 143074 members 
Mstep: Class 21 contains 31017 members 
Mstep: Class 22 contains 40956 members 
Mstep: Class 23 contains 36039 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7812 members 
Mstep: Class 26 contains 27675 members 
Mstep: Class 27 contains 5952 members 
Mstep: Class 28 contains 640 members 
Entering Unmasked Estep 
Score: -157278416.000000 Penalty: 231244.984375
Splitting cluster 10 changes total score from -157282336.000000 to -157278416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (11176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Entering Unmasked Estep 
Score: -2501503.750000 Penalty: 5709.433105
	Iteration 0F: 2 clusters Score -2501504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -2490564.000000 Penalty: 11418.866211
	Iteration 0F: 3 clusters Score -2490564 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -2492857.500000 Penalty: 11418.866211
	Iteration 1F: 3 clusters Score -2492858 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -2493320.500000 Penalty: 11418.866211
	Iteration 2F: 3 clusters Score -2493320 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -2493671.250000 Penalty: 11418.866211
	Iteration 3F: 3 clusters Score -2493671 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -2493916.500000 Penalty: 11418.866211
	Iteration 4Q: 3 clusters Score -2493916 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -2494132.750000 Penalty: 11418.866211
	Iteration 5Q: 3 clusters Score -2494133 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -2494316.250000 Penalty: 11418.866211
	Iteration 6Q: 3 clusters Score -2494316 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -2494467.000000 Penalty: 11418.866211
	Iteration 7Q: 3 clusters Score -2494467 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -2494623.500000 Penalty: 11418.866211
	Iteration 8Q: 3 clusters Score -2494624 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -2494771.250000 Penalty: 11418.866211
	Iteration 9Q: 3 clusters Score -2494771 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -2494910.000000 Penalty: 11418.866211
	Iteration 10Q: 3 clusters Score -2494910 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -2495038.000000 Penalty: 11418.866211
	Iteration 11Q: 3 clusters Score -2495038 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -2495166.000000 Penalty: 11418.866211
	Iteration 12Q: 3 clusters Score -2495166 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -2495300.500000 Penalty: 11418.866211
	Iteration 13Q: 3 clusters Score -2495300 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -2495442.750000 Penalty: 11418.866211
	Iteration 14Q: 3 clusters Score -2495443 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -2495580.750000 Penalty: 11418.866211
	Iteration 15Q: 3 clusters Score -2495581 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -2495716.250000 Penalty: 11418.866211
	Iteration 16Q: 3 clusters Score -2495716 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -2495839.750000 Penalty: 11418.866211
	Iteration 17Q: 3 clusters Score -2495840 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -2495962.750000 Penalty: 11418.866211
	Iteration 18Q: 3 clusters Score -2495963 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -2496052.250000 Penalty: 11418.866211
	Iteration 19Q: 3 clusters Score -2496052 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -2496131.000000 Penalty: 11418.866211
	Iteration 20F: 3 clusters Score -2496131 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -2496212.000000 Penalty: 11418.866211
	Iteration 21Q: 3 clusters Score -2496212 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -2496288.750000 Penalty: 11418.866211
	Iteration 22Q: 3 clusters Score -2496289 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -2496335.000000 Penalty: 11418.866211
	Iteration 23Q: 3 clusters Score -2496335 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -2496381.000000 Penalty: 11418.866211
	Iteration 24Q: 3 clusters Score -2496381 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -2496449.500000 Penalty: 11418.866211
	Iteration 25Q: 3 clusters Score -2496450 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -2496511.250000 Penalty: 11418.866211
	Iteration 26Q: 3 clusters Score -2496511 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -2496566.500000 Penalty: 11418.866211
	Iteration 27Q: 3 clusters Score -2496566 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -2496608.750000 Penalty: 11418.866211
	Iteration 28Q: 3 clusters Score -2496609 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -2496632.000000 Penalty: 11418.866211
	Iteration 29Q: 3 clusters Score -2496632 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -2496656.750000 Penalty: 11418.866211
	Iteration 30Q: 3 clusters Score -2496657 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -2496662.750000 Penalty: 11418.866211
	Iteration 31Q: 3 clusters Score -2496663 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -2496675.750000 Penalty: 11418.866211
	Iteration 32Q: 3 clusters Score -2496676 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -2496682.750000 Penalty: 11418.866211
	Iteration 33Q: 3 clusters Score -2496683 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -2496686.000000 Penalty: 11418.866211
	Iteration 34Q: 3 clusters Score -2496686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -2496694.750000 Penalty: 11418.866211
	Iteration 35Q: 3 clusters Score -2496695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -2496700.750000 Penalty: 11418.866211
	Iteration 36Q: 3 clusters Score -2496701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -2496706.500000 Penalty: 11418.866211
	Iteration 37Q: 3 clusters Score -2496706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -2496707.500000 Penalty: 11418.866211
	Iteration 38Q: 3 clusters Score -2496708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -2496711.500000 Penalty: 11418.866211
	Iteration 39Q: 3 clusters Score -2496712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -2496715.250000 Penalty: 11418.866211
	Iteration 40F: 3 clusters Score -2496715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -2496716.250000 Penalty: 11418.866211
	Iteration 41Q: 3 clusters Score -2496716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -2496722.500000 Penalty: 11418.866211
	Iteration 42Q: 3 clusters Score -2496722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -2496722.500000 Penalty: 11418.866211
	Iteration 43Q: 3 clusters Score -2496722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -2496728.000000 Penalty: 11418.866211
	Iteration 44Q: 3 clusters Score -2496728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -2496726.000000 Penalty: 11418.866211
	Iteration 45Q: 3 clusters Score -2496726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -2496727.000000 Penalty: 11418.866211
	Iteration 46Q: 3 clusters Score -2496727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -2496729.250000 Penalty: 11418.866211
	Iteration 47Q: 3 clusters Score -2496729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -2496731.750000 Penalty: 11418.866211
	Iteration 48Q: 3 clusters Score -2496732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -2496731.250000 Penalty: 11418.866211
	Iteration 49Q: 3 clusters Score -2496731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -2496732.000000 Penalty: 11418.866211
	Iteration 50Q: 3 clusters Score -2496732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -2496737.750000 Penalty: 11418.866211
	Iteration 51Q: 3 clusters Score -2496738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -2496744.000000 Penalty: 11418.866211
	Iteration 52Q: 3 clusters Score -2496744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -2496744.750000 Penalty: 11418.866211
	Iteration 53Q: 3 clusters Score -2496745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -2496744.750000 Penalty: 11418.866211
	Iteration 54Q: 3 clusters Score -2496745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -2496744.750000 Penalty: 11418.866211
	Iteration 55F: 3 clusters Score -2496745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Entering Unmasked Estep 
Score: -401406.500000 Penalty: 4589.656738
	Iteration 0F: 2 clusters Score -401406.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -396543.000000 Penalty: 9179.313477
	Iteration 0F: 3 clusters Score -396543 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -397062.812500 Penalty: 9179.313477
	Iteration 1F: 3 clusters Score -397062.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -397197.718750 Penalty: 9179.313477
	Iteration 2Q: 3 clusters Score -397197.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -397270.843750 Penalty: 9179.313477
	Iteration 3Q: 3 clusters Score -397270.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -397321.812500 Penalty: 9179.313477
	Iteration 4Q: 3 clusters Score -397321.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -397345.781250 Penalty: 9179.313477
	Iteration 5Q: 3 clusters Score -397345.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -397357.625000 Penalty: 9179.313477
	Iteration 6Q: 3 clusters Score -397357.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -397362.968750 Penalty: 9179.313477
	Iteration 7Q: 3 clusters Score -397363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -397365.000000 Penalty: 9179.313477
	Iteration 8Q: 3 clusters Score -397365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -397366.781250 Penalty: 9179.313477
	Iteration 9Q: 3 clusters Score -397366.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -397368.375000 Penalty: 9179.313477
	Iteration 10Q: 3 clusters Score -397368.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -397369.312500 Penalty: 9179.313477
	Iteration 11Q: 3 clusters Score -397369.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -397369.312500 Penalty: 9179.313477
	Iteration 12F: 3 clusters Score -397369.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Entering Unmasked Estep 
Score: -315587.656250 Penalty: 4476.482422
	Iteration 0F: 2 clusters Score -315587.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -311050.500000 Penalty: 8952.964844
	Iteration 0F: 3 clusters Score -311050.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -311516.437500 Penalty: 8952.964844
	Iteration 1F: 3 clusters Score -311516.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -311744.531250 Penalty: 8952.964844
	Iteration 2Q: 3 clusters Score -311744.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -311906.593750 Penalty: 8952.964844
	Iteration 3Q: 3 clusters Score -311906.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -311999.875000 Penalty: 8952.964844
	Iteration 4Q: 3 clusters Score -311999.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -312128.812500 Penalty: 8952.964844
	Iteration 5Q: 3 clusters Score -312128.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -312299.531250 Penalty: 8952.964844
	Iteration 6Q: 3 clusters Score -312299.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -312407.656250 Penalty: 8952.964844
	Iteration 7Q: 3 clusters Score -312407.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -312556.687500 Penalty: 8952.964844
	Iteration 8Q: 3 clusters Score -312556.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -312892.000000 Penalty: 8952.964844
	Iteration 9Q: 3 clusters Score -312892 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -313332.218750 Penalty: 8952.964844
	Iteration 10F: 3 clusters Score -313332.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -313596.125000 Penalty: 8952.964844
	Iteration 11F: 3 clusters Score -313596.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -313831.750000 Penalty: 8952.964844
	Iteration 12F: 3 clusters Score -313831.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -314027.281250 Penalty: 8952.964844
	Iteration 13Q: 3 clusters Score -314027.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -314243.437500 Penalty: 8952.964844
	Iteration 14Q: 3 clusters Score -314243.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -314457.968750 Penalty: 8952.964844
	Iteration 15Q: 3 clusters Score -314458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -314542.187500 Penalty: 8952.964844
	Iteration 16Q: 3 clusters Score -314542.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -314587.187500 Penalty: 8952.964844
	Iteration 17Q: 3 clusters Score -314587.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -314612.375000 Penalty: 8952.964844
	Iteration 18Q: 3 clusters Score -314612.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -314617.437500 Penalty: 8952.964844
	Iteration 19Q: 3 clusters Score -314617.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -314617.437500 Penalty: 8952.964844
	Iteration 20F: 3 clusters Score -314617.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Entering Unmasked Estep 
Score: -2382447.750000 Penalty: 5702.267090
	Iteration 0F: 2 clusters Score -2382448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -2371610.250000 Penalty: 11404.534180
	Iteration 0F: 3 clusters Score -2371610 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -2374108.500000 Penalty: 11404.534180
	Iteration 1F: 3 clusters Score -2374108 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -2374700.750000 Penalty: 11404.534180
	Iteration 2F: 3 clusters Score -2374701 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -2375109.750000 Penalty: 11404.534180
	Iteration 3F: 3 clusters Score -2375110 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -2375403.250000 Penalty: 11404.534180
	Iteration 4Q: 3 clusters Score -2375403 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -2375679.000000 Penalty: 11404.534180
	Iteration 5Q: 3 clusters Score -2375679 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -2375931.500000 Penalty: 11404.534180
	Iteration 6Q: 3 clusters Score -2375932 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -2376186.750000 Penalty: 11404.534180
	Iteration 7Q: 3 clusters Score -2376187 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -2376438.750000 Penalty: 11404.534180
	Iteration 8Q: 3 clusters Score -2376439 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -2376689.750000 Penalty: 11404.534180
	Iteration 9Q: 3 clusters Score -2376690 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -2376911.500000 Penalty: 11404.534180
	Iteration 10Q: 3 clusters Score -2376912 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -2377114.000000 Penalty: 11404.534180
	Iteration 11Q: 3 clusters Score -2377114 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -2377288.500000 Penalty: 11404.534180
	Iteration 12Q: 3 clusters Score -2377288 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -2377468.500000 Penalty: 11404.534180
	Iteration 13Q: 3 clusters Score -2377468 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -2377653.750000 Penalty: 11404.534180
	Iteration 14Q: 3 clusters Score -2377654 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -2377853.250000 Penalty: 11404.534180
	Iteration 15Q: 3 clusters Score -2377853 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -2378020.500000 Penalty: 11404.534180
	Iteration 16Q: 3 clusters Score -2378020 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -2378150.250000 Penalty: 11404.534180
	Iteration 17Q: 3 clusters Score -2378150 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -2378246.500000 Penalty: 11404.534180
	Iteration 18Q: 3 clusters Score -2378246 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -2378321.250000 Penalty: 11404.534180
	Iteration 19Q: 3 clusters Score -2378321 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -2378379.250000 Penalty: 11404.534180
	Iteration 20F: 3 clusters Score -2378379 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -2378419.750000 Penalty: 11404.534180
	Iteration 21Q: 3 clusters Score -2378420 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -2378457.750000 Penalty: 11404.534180
	Iteration 22Q: 3 clusters Score -2378458 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -2378492.500000 Penalty: 11404.534180
	Iteration 23Q: 3 clusters Score -2378492 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -2378520.750000 Penalty: 11404.534180
	Iteration 24Q: 3 clusters Score -2378521 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -2378545.500000 Penalty: 11404.534180
	Iteration 25Q: 3 clusters Score -2378546 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -2378564.750000 Penalty: 11404.534180
	Iteration 26Q: 3 clusters Score -2378565 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -2378586.750000 Penalty: 11404.534180
	Iteration 27Q: 3 clusters Score -2378587 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -2378588.000000 Penalty: 11404.534180
	Iteration 28Q: 3 clusters Score -2378588 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -2378601.750000 Penalty: 11404.534180
	Iteration 29Q: 3 clusters Score -2378602 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -2378619.750000 Penalty: 11404.534180
	Iteration 30Q: 3 clusters Score -2378620 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -2378633.000000 Penalty: 11404.534180
	Iteration 31Q: 3 clusters Score -2378633 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -2378645.250000 Penalty: 11404.534180
	Iteration 32Q: 3 clusters Score -2378645 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -2378652.250000 Penalty: 11404.534180
	Iteration 33Q: 3 clusters Score -2378652 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -2378668.500000 Penalty: 11404.534180
	Iteration 34Q: 3 clusters Score -2378668 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -2378674.000000 Penalty: 11404.534180
	Iteration 35Q: 3 clusters Score -2378674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -2378678.750000 Penalty: 11404.534180
	Iteration 36Q: 3 clusters Score -2378679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -2378678.750000 Penalty: 11404.534180
	Iteration 37Q: 3 clusters Score -2378679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -2378683.500000 Penalty: 11404.534180
	Iteration 38Q: 3 clusters Score -2378684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -2378682.250000 Penalty: 11404.534180
	Iteration 39Q: 3 clusters Score -2378682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -2378678.500000 Penalty: 11404.534180
	Iteration 40F: 3 clusters Score -2378678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -2378677.500000 Penalty: 11404.534180
	Iteration 41Q: 3 clusters Score -2378678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -2378677.500000 Penalty: 11404.534180
	Iteration 42Q: 3 clusters Score -2378678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -2378680.250000 Penalty: 11404.534180
	Iteration 43Q: 3 clusters Score -2378680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -2378680.250000 Penalty: 11404.534180
	Iteration 44Q: 3 clusters Score -2378680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -2378679.500000 Penalty: 11404.534180
	Iteration 45Q: 3 clusters Score -2378680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -2378682.250000 Penalty: 11404.534180
	Iteration 46Q: 3 clusters Score -2378682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -2378687.000000 Penalty: 11404.534180
	Iteration 47Q: 3 clusters Score -2378687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -2378687.500000 Penalty: 11404.534180
	Iteration 48Q: 3 clusters Score -2378688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -2378688.750000 Penalty: 11404.534180
	Iteration 49Q: 3 clusters Score -2378689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -2378688.000000 Penalty: 11404.534180
	Iteration 50Q: 3 clusters Score -2378688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -2378686.250000 Penalty: 11404.534180
	Iteration 51Q: 3 clusters Score -2378686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -2378686.250000 Penalty: 11404.534180
	Iteration 52F: 3 clusters Score -2378686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (29006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29006 members 
Entering Unmasked Estep 
Score: -6431955.500000 Penalty: 6293.595703
	Iteration 0F: 2 clusters Score -6431956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -6409674.500000 Penalty: 12587.191406
	Iteration 0F: 3 clusters Score -6409674 nChanged 12289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -6416178.500000 Penalty: 12587.191406
	Iteration 1F: 3 clusters Score -6416178 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -6417064.000000 Penalty: 12587.191406
	Iteration 2F: 3 clusters Score -6417064 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -6417833.500000 Penalty: 12587.191406
	Iteration 3F: 3 clusters Score -6417834 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -6418512.000000 Penalty: 12587.191406
	Iteration 4Q: 3 clusters Score -6418512 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -6419250.500000 Penalty: 12587.191406
	Iteration 5Q: 3 clusters Score -6419250 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -6420095.500000 Penalty: 12587.191406
	Iteration 6Q: 3 clusters Score -6420096 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -6420950.500000 Penalty: 12587.191406
	Iteration 7Q: 3 clusters Score -6420950 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -6421772.500000 Penalty: 12587.191406
	Iteration 8Q: 3 clusters Score -6421772 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -6422581.500000 Penalty: 12587.191406
	Iteration 9Q: 3 clusters Score -6422582 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -6423441.500000 Penalty: 12587.191406
	Iteration 10Q: 3 clusters Score -6423442 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -6424255.500000 Penalty: 12587.191406
	Iteration 11Q: 3 clusters Score -6424256 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -6425059.000000 Penalty: 12587.191406
	Iteration 12Q: 3 clusters Score -6425059 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -6425768.500000 Penalty: 12587.191406
	Iteration 13Q: 3 clusters Score -6425768 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -6426442.500000 Penalty: 12587.191406
	Iteration 14Q: 3 clusters Score -6426442 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -6427135.500000 Penalty: 12587.191406
	Iteration 15Q: 3 clusters Score -6427136 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -6427756.500000 Penalty: 12587.191406
	Iteration 16Q: 3 clusters Score -6427756 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -6428154.500000 Penalty: 12587.191406
	Iteration 17Q: 3 clusters Score -6428154 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -6428429.500000 Penalty: 12587.191406
	Iteration 18Q: 3 clusters Score -6428430 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -6428633.500000 Penalty: 12587.191406
	Iteration 19Q: 3 clusters Score -6428634 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -6428771.500000 Penalty: 12587.191406
	Iteration 20F: 3 clusters Score -6428772 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -6428816.500000 Penalty: 12587.191406
	Iteration 21Q: 3 clusters Score -6428816 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -6428890.500000 Penalty: 12587.191406
	Iteration 22Q: 3 clusters Score -6428890 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -6428934.500000 Penalty: 12587.191406
	Iteration 23Q: 3 clusters Score -6428934 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -6428969.000000 Penalty: 12587.191406
	Iteration 24Q: 3 clusters Score -6428969 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -6429019.000000 Penalty: 12587.191406
	Iteration 25Q: 3 clusters Score -6429019 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -6429034.000000 Penalty: 12587.191406
	Iteration 26Q: 3 clusters Score -6429034 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -6429037.000000 Penalty: 12587.191406
	Iteration 27Q: 3 clusters Score -6429037 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -6429044.000000 Penalty: 12587.191406
	Iteration 28Q: 3 clusters Score -6429044 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -6429065.500000 Penalty: 12587.191406
	Iteration 29Q: 3 clusters Score -6429066 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -6429054.000000 Penalty: 12587.191406
	Iteration 30Q: 3 clusters Score -6429054 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -6429050.500000 Penalty: 12587.191406
	Iteration 31Q: 3 clusters Score -6429050 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -6429082.500000 Penalty: 12587.191406
	Iteration 32Q: 3 clusters Score -6429082 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -6429089.000000 Penalty: 12587.191406
	Iteration 33Q: 3 clusters Score -6429089 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -6429081.500000 Penalty: 12587.191406
	Iteration 34Q: 3 clusters Score -6429082 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -6429077.500000 Penalty: 12587.191406
	Iteration 35Q: 3 clusters Score -6429078 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -6429093.500000 Penalty: 12587.191406
	Iteration 36Q: 3 clusters Score -6429094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -6429094.500000 Penalty: 12587.191406
	Iteration 37Q: 3 clusters Score -6429094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -6429095.000000 Penalty: 12587.191406
	Iteration 38Q: 3 clusters Score -6429095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -6429100.500000 Penalty: 12587.191406
	Iteration 39Q: 3 clusters Score -6429100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -6429094.500000 Penalty: 12587.191406
	Iteration 40F: 3 clusters Score -6429094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -6429096.500000 Penalty: 12587.191406
	Iteration 41Q: 3 clusters Score -6429096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -6429104.500000 Penalty: 12587.191406
	Iteration 42Q: 3 clusters Score -6429104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -6429107.500000 Penalty: 12587.191406
	Iteration 43Q: 3 clusters Score -6429108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -6429101.000000 Penalty: 12587.191406
	Iteration 44Q: 3 clusters Score -6429101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -6429102.000000 Penalty: 12587.191406
	Iteration 45Q: 3 clusters Score -6429102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -6429098.000000 Penalty: 12587.191406
	Iteration 46Q: 3 clusters Score -6429098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -6429103.000000 Penalty: 12587.191406
	Iteration 47Q: 3 clusters Score -6429103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -6429099.000000 Penalty: 12587.191406
	Iteration 48Q: 3 clusters Score -6429099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -6429099.000000 Penalty: 12587.191406
	Iteration 49F: 3 clusters Score -6429099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Entering Unmasked Estep 
Score: -270356.687500 Penalty: 4400.121094
	Iteration 0F: 2 clusters Score -270356.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -266100.656250 Penalty: 8800.242188
	Iteration 0F: 3 clusters Score -266100.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -266533.562500 Penalty: 8800.242188
	Iteration 1F: 3 clusters Score -266533.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -266651.593750 Penalty: 8800.242188
	Iteration 2Q: 3 clusters Score -266651.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -266697.593750 Penalty: 8800.242188
	Iteration 3Q: 3 clusters Score -266697.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -266720.031250 Penalty: 8800.242188
	Iteration 4Q: 3 clusters Score -266720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -266726.531250 Penalty: 8800.242188
	Iteration 5Q: 3 clusters Score -266726.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -266729.906250 Penalty: 8800.242188
	Iteration 6Q: 3 clusters Score -266729.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -266731.593750 Penalty: 8800.242188
	Iteration 7Q: 3 clusters Score -266731.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -266731.593750 Penalty: 8800.242188
	Iteration 8F: 3 clusters Score -266731.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Entering Unmasked Estep 
Score: -235620.875000 Penalty: 4283.784180
	Iteration 0F: 2 clusters Score -235620.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -231451.875000 Penalty: 8567.568359
	Iteration 0F: 3 clusters Score -231451.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -231814.859375 Penalty: 8567.568359
	Iteration 1F: 3 clusters Score -231814.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -231925.125000 Penalty: 8567.568359
	Iteration 2Q: 3 clusters Score -231925.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -231985.671875 Penalty: 8567.568359
	Iteration 3Q: 3 clusters Score -231985.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -232015.812500 Penalty: 8567.568359
	Iteration 4Q: 3 clusters Score -232015.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -232032.843750 Penalty: 8567.568359
	Iteration 5Q: 3 clusters Score -232032.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -232037.859375 Penalty: 8567.568359
	Iteration 6Q: 3 clusters Score -232037.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -232042.625000 Penalty: 8567.568359
	Iteration 7Q: 3 clusters Score -232042.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -232042.625000 Penalty: 8567.568359
	Iteration 8F: 3 clusters Score -232042.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Entering Unmasked Estep 
Score: -3339965.000000 Penalty: 5887.307617
	Iteration 0F: 2 clusters Score -3339965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -3326620.500000 Penalty: 11774.615234
	Iteration 0F: 3 clusters Score -3326620 nChanged 5837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -3329736.250000 Penalty: 11774.615234
	Iteration 1F: 3 clusters Score -3329736 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -3330278.250000 Penalty: 11774.615234
	Iteration 2F: 3 clusters Score -3330278 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -3330589.750000 Penalty: 11774.615234
	Iteration 3Q: 3 clusters Score -3330590 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -3330803.000000 Penalty: 11774.615234
	Iteration 4Q: 3 clusters Score -3330803 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -3330963.750000 Penalty: 11774.615234
	Iteration 5Q: 3 clusters Score -3330964 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -3331124.750000 Penalty: 11774.615234
	Iteration 6Q: 3 clusters Score -3331125 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -3331224.250000 Penalty: 11774.615234
	Iteration 7Q: 3 clusters Score -3331224 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -3331358.000000 Penalty: 11774.615234
	Iteration 8Q: 3 clusters Score -3331358 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -3331505.750000 Penalty: 11774.615234
	Iteration 9Q: 3 clusters Score -3331506 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -3331648.500000 Penalty: 11774.615234
	Iteration 10Q: 3 clusters Score -3331648 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -3331796.500000 Penalty: 11774.615234
	Iteration 11Q: 3 clusters Score -3331796 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -3331999.500000 Penalty: 11774.615234
	Iteration 12Q: 3 clusters Score -3332000 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -3332232.000000 Penalty: 11774.615234
	Iteration 13Q: 3 clusters Score -3332232 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -3332465.250000 Penalty: 11774.615234
	Iteration 14Q: 3 clusters Score -3332465 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -3332752.500000 Penalty: 11774.615234
	Iteration 15Q: 3 clusters Score -3332752 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -3333037.750000 Penalty: 11774.615234
	Iteration 16Q: 3 clusters Score -3333038 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -3333302.750000 Penalty: 11774.615234
	Iteration 17Q: 3 clusters Score -3333303 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -3333564.500000 Penalty: 11774.615234
	Iteration 18Q: 3 clusters Score -3333564 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -3333783.250000 Penalty: 11774.615234
	Iteration 19Q: 3 clusters Score -3333783 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -3333995.750000 Penalty: 11774.615234
	Iteration 20F: 3 clusters Score -3333996 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -3334172.000000 Penalty: 11774.615234
	Iteration 21Q: 3 clusters Score -3334172 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -3334330.000000 Penalty: 11774.615234
	Iteration 22Q: 3 clusters Score -3334330 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -3334437.250000 Penalty: 11774.615234
	Iteration 23Q: 3 clusters Score -3334437 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -3334549.750000 Penalty: 11774.615234
	Iteration 24Q: 3 clusters Score -3334550 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -3334625.500000 Penalty: 11774.615234
	Iteration 25Q: 3 clusters Score -3334626 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -3334693.000000 Penalty: 11774.615234
	Iteration 26Q: 3 clusters Score -3334693 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -3334739.000000 Penalty: 11774.615234
	Iteration 27Q: 3 clusters Score -3334739 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -3334764.000000 Penalty: 11774.615234
	Iteration 28Q: 3 clusters Score -3334764 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -3334780.000000 Penalty: 11774.615234
	Iteration 29Q: 3 clusters Score -3334780 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -3334795.750000 Penalty: 11774.615234
	Iteration 30Q: 3 clusters Score -3334796 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -3334812.500000 Penalty: 11774.615234
	Iteration 31Q: 3 clusters Score -3334812 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -3334823.500000 Penalty: 11774.615234
	Iteration 32Q: 3 clusters Score -3334824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -3334835.750000 Penalty: 11774.615234
	Iteration 33Q: 3 clusters Score -3334836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -3334844.750000 Penalty: 11774.615234
	Iteration 34Q: 3 clusters Score -3334845 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -3334854.500000 Penalty: 11774.615234
	Iteration 35Q: 3 clusters Score -3334854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -3334872.250000 Penalty: 11774.615234
	Iteration 36Q: 3 clusters Score -3334872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -3334873.000000 Penalty: 11774.615234
	Iteration 37Q: 3 clusters Score -3334873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -3334877.000000 Penalty: 11774.615234
	Iteration 38Q: 3 clusters Score -3334877 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -3334884.000000 Penalty: 11774.615234
	Iteration 39Q: 3 clusters Score -3334884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -3334896.500000 Penalty: 11774.615234
	Iteration 40F: 3 clusters Score -3334896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -3334900.000000 Penalty: 11774.615234
	Iteration 41Q: 3 clusters Score -3334900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -3334903.000000 Penalty: 11774.615234
	Iteration 42Q: 3 clusters Score -3334903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -3334901.750000 Penalty: 11774.615234
	Iteration 43Q: 3 clusters Score -3334902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -3334902.250000 Penalty: 11774.615234
	Iteration 44Q: 3 clusters Score -3334902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -3334906.750000 Penalty: 11774.615234
	Iteration 45Q: 3 clusters Score -3334907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -3334911.500000 Penalty: 11774.615234
	Iteration 46Q: 3 clusters Score -3334912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -3334911.750000 Penalty: 11774.615234
	Iteration 47Q: 3 clusters Score -3334912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -3334913.000000 Penalty: 11774.615234
	Iteration 48Q: 3 clusters Score -3334913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -3334913.000000 Penalty: 11774.615234
	Iteration 49F: 3 clusters Score -3334913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (71310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71310 members 
Entering Unmasked Estep 
Score: -15926955.000000 Penalty: 6844.560059
	Iteration 0F: 2 clusters Score -1.592696e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35644 members 
Mstep: Class 2 contains 35666 members 
Entering Unmasked Estep 
Score: -15877325.000000 Penalty: 13689.120117
	Iteration 0F: 3 clusters Score -1.587732e+07 nChanged 32109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35969 members 
Mstep: Class 2 contains 35341 members 
Entering Unmasked Estep 
Score: -15894720.000000 Penalty: 13689.120117
	Iteration 1F: 3 clusters Score -1.589472e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36258 members 
Mstep: Class 2 contains 35052 members 
Entering Unmasked Estep 
Score: -15895745.000000 Penalty: 13689.120117
	Iteration 2Q: 3 clusters Score -1.589574e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36744 members 
Mstep: Class 2 contains 34566 members 
Entering Unmasked Estep 
Score: -15896885.000000 Penalty: 13689.120117
	Iteration 3Q: 3 clusters Score -1.589688e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37444 members 
Mstep: Class 2 contains 33866 members 
Entering Unmasked Estep 
Score: -15898139.000000 Penalty: 13689.120117
	Iteration 4Q: 3 clusters Score -1.589814e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 33142 members 
Entering Unmasked Estep 
Score: -15899557.000000 Penalty: 13689.120117
	Iteration 5Q: 3 clusters Score -1.589956e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38930 members 
Mstep: Class 2 contains 32380 members 
Entering Unmasked Estep 
Score: -15901143.000000 Penalty: 13689.120117
	Iteration 6Q: 3 clusters Score -1.590114e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39708 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -15902640.000000 Penalty: 13689.120117
	Iteration 7Q: 3 clusters Score -1.590264e+07 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40589 members 
Mstep: Class 2 contains 30721 members 
Entering Unmasked Estep 
Score: -15903939.000000 Penalty: 13689.120117
	Iteration 8Q: 3 clusters Score -1.590394e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41596 members 
Mstep: Class 2 contains 29714 members 
Entering Unmasked Estep 
Score: -15905152.000000 Penalty: 13689.120117
	Iteration 9Q: 3 clusters Score -1.590515e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42750 members 
Mstep: Class 2 contains 28560 members 
Entering Unmasked Estep 
Score: -15906339.000000 Penalty: 13689.120117
	Iteration 10Q: 3 clusters Score -1.590634e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44036 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -15907291.000000 Penalty: 13689.120117
	Iteration 11Q: 3 clusters Score -1.590729e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45545 members 
Mstep: Class 2 contains 25765 members 
Entering Unmasked Estep 
Score: -15908243.000000 Penalty: 13689.120117
	Iteration 12Q: 3 clusters Score -1.590824e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47188 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -15909111.000000 Penalty: 13689.120117
	Iteration 13Q: 3 clusters Score -1.590911e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48930 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -15909973.000000 Penalty: 13689.120117
	Iteration 14Q: 3 clusters Score -1.590997e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50842 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -15910745.000000 Penalty: 13689.120117
	Iteration 15Q: 3 clusters Score -1.591074e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52798 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -15911639.000000 Penalty: 13689.120117
	Iteration 16Q: 3 clusters Score -1.591164e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54774 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -15912574.000000 Penalty: 13689.120117
	Iteration 17Q: 3 clusters Score -1.591257e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56664 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -15913331.000000 Penalty: 13689.120117
	Iteration 18Q: 3 clusters Score -1.591333e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58528 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -15914109.000000 Penalty: 13689.120117
	Iteration 19Q: 3 clusters Score -1.591411e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60340 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -15914981.000000 Penalty: 13689.120117
	Iteration 20F: 3 clusters Score -1.591498e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62056 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -15915971.000000 Penalty: 13689.120117
	Iteration 21Q: 3 clusters Score -1.591597e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63697 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -15916930.000000 Penalty: 13689.120117
	Iteration 22Q: 3 clusters Score -1.591693e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65167 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -15917900.000000 Penalty: 13689.120117
	Iteration 23Q: 3 clusters Score -1.59179e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66427 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -15918702.000000 Penalty: 13689.120117
	Iteration 24Q: 3 clusters Score -1.59187e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67356 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -15919252.000000 Penalty: 13689.120117
	Iteration 25Q: 3 clusters Score -1.591925e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68056 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -15919749.000000 Penalty: 13689.120117
	Iteration 26Q: 3 clusters Score -1.591975e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68559 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -15920065.000000 Penalty: 13689.120117
	Iteration 27Q: 3 clusters Score -1.592006e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68916 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -15920322.000000 Penalty: 13689.120117
	Iteration 28Q: 3 clusters Score -1.592032e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69169 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -15920479.000000 Penalty: 13689.120117
	Iteration 29Q: 3 clusters Score -1.592048e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69359 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -15920607.000000 Penalty: 13689.120117
	Iteration 30Q: 3 clusters Score -1.592061e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69497 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -15920711.000000 Penalty: 13689.120117
	Iteration 31Q: 3 clusters Score -1.592071e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69603 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -15920769.000000 Penalty: 13689.120117
	Iteration 32Q: 3 clusters Score -1.592077e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69691 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -15920861.000000 Penalty: 13689.120117
	Iteration 33Q: 3 clusters Score -1.592086e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69755 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -15920896.000000 Penalty: 13689.120117
	Iteration 34Q: 3 clusters Score -1.59209e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69797 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -15920933.000000 Penalty: 13689.120117
	Iteration 35Q: 3 clusters Score -1.592093e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69829 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -15920939.000000 Penalty: 13689.120117
	Iteration 36Q: 3 clusters Score -1.592094e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69852 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -15920963.000000 Penalty: 13689.120117
	Iteration 37Q: 3 clusters Score -1.592096e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69860 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -15920977.000000 Penalty: 13689.120117
	Iteration 38Q: 3 clusters Score -1.592098e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69873 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -15921003.000000 Penalty: 13689.120117
	Iteration 39Q: 3 clusters Score -1.5921e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69891 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -15921010.000000 Penalty: 13689.120117
	Iteration 40F: 3 clusters Score -1.592101e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69903 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -15921026.000000 Penalty: 13689.120117
	Iteration 41Q: 3 clusters Score -1.592103e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69912 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -15921026.000000 Penalty: 13689.120117
	Iteration 42Q: 3 clusters Score -1.592103e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69924 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -15921017.000000 Penalty: 13689.120117
	Iteration 43Q: 3 clusters Score -1.592102e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69938 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -15921029.000000 Penalty: 13689.120117
	Iteration 44Q: 3 clusters Score -1.592103e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69948 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -15921044.000000 Penalty: 13689.120117
	Iteration 45Q: 3 clusters Score -1.592104e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69952 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -15921035.000000 Penalty: 13689.120117
	Iteration 46Q: 3 clusters Score -1.592104e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69957 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -15921052.000000 Penalty: 13689.120117
	Iteration 47Q: 3 clusters Score -1.592105e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69963 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -15921055.000000 Penalty: 13689.120117
	Iteration 48Q: 3 clusters Score -1.592106e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69975 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -15921066.000000 Penalty: 13689.120117
	Iteration 49Q: 3 clusters Score -1.592107e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69980 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -15921079.000000 Penalty: 13689.120117
	Iteration 50Q: 3 clusters Score -1.592108e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69989 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -15921115.000000 Penalty: 13689.120117
	Iteration 51Q: 3 clusters Score -1.592112e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69994 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -15921097.000000 Penalty: 13689.120117
	Iteration 52Q: 3 clusters Score -1.59211e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69997 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -15921099.000000 Penalty: 13689.120117
	Iteration 53Q: 3 clusters Score -1.59211e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69999 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -15921103.000000 Penalty: 13689.120117
	Iteration 54Q: 3 clusters Score -1.59211e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70003 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -15921097.000000 Penalty: 13689.120117
	Iteration 55Q: 3 clusters Score -1.59211e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70005 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -15921108.000000 Penalty: 13689.120117
	Iteration 56Q: 3 clusters Score -1.592111e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70007 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -15921113.000000 Penalty: 13689.120117
	Iteration 57Q: 3 clusters Score -1.592111e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70009 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -15921103.000000 Penalty: 13689.120117
	Iteration 58Q: 3 clusters Score -1.59211e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70011 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -15921100.000000 Penalty: 13689.120117
	Iteration 59Q: 3 clusters Score -1.59211e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70014 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -15921108.000000 Penalty: 13689.120117
	Iteration 60F: 3 clusters Score -1.592111e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70017 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -15921124.000000 Penalty: 13689.120117
	Iteration 61Q: 3 clusters Score -1.592112e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70021 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -15921106.000000 Penalty: 13689.120117
	Iteration 62Q: 3 clusters Score -1.592111e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70022 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -15921123.000000 Penalty: 13689.120117
	Iteration 63Q: 3 clusters Score -1.592112e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70021 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -15921123.000000 Penalty: 13689.120117
	Iteration 64Q: 3 clusters Score -1.592112e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70022 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -15921128.000000 Penalty: 13689.120117
	Iteration 65Q: 3 clusters Score -1.592113e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70023 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -15921119.000000 Penalty: 13689.120117
	Iteration 66Q: 3 clusters Score -1.592112e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70025 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -15921117.000000 Penalty: 13689.120117
	Iteration 67Q: 3 clusters Score -1.592112e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70026 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -15921129.000000 Penalty: 13689.120117
	Iteration 68Q: 3 clusters Score -1.592113e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70026 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -15921129.000000 Penalty: 13689.120117
	Iteration 69F: 3 clusters Score -1.592113e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (143074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143074 members 
Entering Unmasked Estep 
Score: -31710514.000000 Penalty: 7271.059570
	Iteration 0F: 2 clusters Score -3.171051e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71722 members 
Mstep: Class 2 contains 71352 members 
Entering Unmasked Estep 
Score: -31614234.000000 Penalty: 14542.119141
	Iteration 0F: 3 clusters Score -3.161423e+07 nChanged 66318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74218 members 
Mstep: Class 2 contains 68856 members 
Entering Unmasked Estep 
Score: -31651338.000000 Penalty: 14542.119141
	Iteration 1F: 3 clusters Score -3.165134e+07 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76071 members 
Mstep: Class 2 contains 67003 members 
Entering Unmasked Estep 
Score: -31652814.000000 Penalty: 14542.119141
	Iteration 2Q: 3 clusters Score -3.165281e+07 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78812 members 
Mstep: Class 2 contains 64262 members 
Entering Unmasked Estep 
Score: -31654218.000000 Penalty: 14542.119141
	Iteration 3Q: 3 clusters Score -3.165422e+07 nChanged 5625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82761 members 
Mstep: Class 2 contains 60313 members 
Entering Unmasked Estep 
Score: -31656152.000000 Penalty: 14542.119141
	Iteration 4Q: 3 clusters Score -3.165615e+07 nChanged 6623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88338 members 
Mstep: Class 2 contains 54736 members 
Entering Unmasked Estep 
Score: -31659000.000000 Penalty: 14542.119141
	Iteration 5Q: 3 clusters Score -3.1659e+07 nChanged 8139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95989 members 
Mstep: Class 2 contains 47085 members 
Entering Unmasked Estep 
Score: -31663656.000000 Penalty: 14542.119141
	Iteration 6F: 3 clusters Score -3.166366e+07 nChanged 10106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105831 members 
Mstep: Class 2 contains 37243 members 
Entering Unmasked Estep 
Score: -31670762.000000 Penalty: 14542.119141
	Iteration 7F: 3 clusters Score -3.167076e+07 nChanged 11411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117120 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -31680884.000000 Penalty: 14542.119141
	Iteration 8F: 3 clusters Score -3.168088e+07 nChanged 10852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127926 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -31691086.000000 Penalty: 14542.119141
	Iteration 9F: 3 clusters Score -3.169109e+07 nChanged 7650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135550 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -31698600.000000 Penalty: 14542.119141
	Iteration 10F: 3 clusters Score -3.16986e+07 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139365 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -31701864.000000 Penalty: 14542.119141
	Iteration 11Q: 3 clusters Score -3.170186e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140866 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -31703236.000000 Penalty: 14542.119141
	Iteration 12Q: 3 clusters Score -3.170324e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141477 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -31703806.000000 Penalty: 14542.119141
	Iteration 13Q: 3 clusters Score -3.170381e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141720 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -31704036.000000 Penalty: 14542.119141
	Iteration 14Q: 3 clusters Score -3.170404e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141840 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -31704186.000000 Penalty: 14542.119141
	Iteration 15Q: 3 clusters Score -3.170419e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141891 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -31704254.000000 Penalty: 14542.119141
	Iteration 16Q: 3 clusters Score -3.170425e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141939 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -31704320.000000 Penalty: 14542.119141
	Iteration 17Q: 3 clusters Score -3.170432e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141974 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -31704310.000000 Penalty: 14542.119141
	Iteration 18Q: 3 clusters Score -3.170431e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142003 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -31704360.000000 Penalty: 14542.119141
	Iteration 19Q: 3 clusters Score -3.170436e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142017 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -31704410.000000 Penalty: 14542.119141
	Iteration 20F: 3 clusters Score -3.170441e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142030 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -31704412.000000 Penalty: 14542.119141
	Iteration 21Q: 3 clusters Score -3.170441e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142054 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -31704458.000000 Penalty: 14542.119141
	Iteration 22Q: 3 clusters Score -3.170446e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142067 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -31704466.000000 Penalty: 14542.119141
	Iteration 23Q: 3 clusters Score -3.170447e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142078 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -31704488.000000 Penalty: 14542.119141
	Iteration 24Q: 3 clusters Score -3.170449e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142085 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -31704524.000000 Penalty: 14542.119141
	Iteration 25Q: 3 clusters Score -3.170452e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142096 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -31704518.000000 Penalty: 14542.119141
	Iteration 26Q: 3 clusters Score -3.170452e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142098 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -31704542.000000 Penalty: 14542.119141
	Iteration 27Q: 3 clusters Score -3.170454e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142098 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -31704502.000000 Penalty: 14542.119141
	Iteration 28Q: 3 clusters Score -3.17045e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142100 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -31704504.000000 Penalty: 14542.119141
	Iteration 29Q: 3 clusters Score -3.17045e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142100 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -31704504.000000 Penalty: 14542.119141
	Iteration 30F: 3 clusters Score -3.17045e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (31017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Entering Unmasked Estep 
Score: -6661716.500000 Penalty: 6334.653320
	Iteration 0F: 2 clusters Score -6661716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -6638282.500000 Penalty: 12669.306641
	Iteration 0F: 3 clusters Score -6638282 nChanged 13302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -6645539.500000 Penalty: 12669.306641
	Iteration 1F: 3 clusters Score -6645540 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -6646465.500000 Penalty: 12669.306641
	Iteration 2F: 3 clusters Score -6646466 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -6647242.500000 Penalty: 12669.306641
	Iteration 3F: 3 clusters Score -6647242 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -6648068.500000 Penalty: 12669.306641
	Iteration 4Q: 3 clusters Score -6648068 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -6648868.000000 Penalty: 12669.306641
	Iteration 5Q: 3 clusters Score -6648868 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -6649704.000000 Penalty: 12669.306641
	Iteration 6Q: 3 clusters Score -6649704 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -6650567.000000 Penalty: 12669.306641
	Iteration 7Q: 3 clusters Score -6650567 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -6651378.000000 Penalty: 12669.306641
	Iteration 8Q: 3 clusters Score -6651378 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -6652130.000000 Penalty: 12669.306641
	Iteration 9Q: 3 clusters Score -6652130 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -6652805.500000 Penalty: 12669.306641
	Iteration 10Q: 3 clusters Score -6652806 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -6653451.500000 Penalty: 12669.306641
	Iteration 11Q: 3 clusters Score -6653452 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -6653977.500000 Penalty: 12669.306641
	Iteration 12Q: 3 clusters Score -6653978 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -6654389.500000 Penalty: 12669.306641
	Iteration 13Q: 3 clusters Score -6654390 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -6654779.000000 Penalty: 12669.306641
	Iteration 14Q: 3 clusters Score -6654779 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -6655137.500000 Penalty: 12669.306641
	Iteration 15Q: 3 clusters Score -6655138 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -6655418.000000 Penalty: 12669.306641
	Iteration 16Q: 3 clusters Score -6655418 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -6655610.500000 Penalty: 12669.306641
	Iteration 17Q: 3 clusters Score -6655610 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -6655804.000000 Penalty: 12669.306641
	Iteration 18Q: 3 clusters Score -6655804 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -6655961.500000 Penalty: 12669.306641
	Iteration 19Q: 3 clusters Score -6655962 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -6656082.000000 Penalty: 12669.306641
	Iteration 20F: 3 clusters Score -6656082 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -6656215.500000 Penalty: 12669.306641
	Iteration 21Q: 3 clusters Score -6656216 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -6656338.500000 Penalty: 12669.306641
	Iteration 22Q: 3 clusters Score -6656338 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -6656436.000000 Penalty: 12669.306641
	Iteration 23Q: 3 clusters Score -6656436 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -6656513.500000 Penalty: 12669.306641
	Iteration 24Q: 3 clusters Score -6656514 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -6656600.000000 Penalty: 12669.306641
	Iteration 25Q: 3 clusters Score -6656600 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -6656679.000000 Penalty: 12669.306641
	Iteration 26Q: 3 clusters Score -6656679 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -6656762.000000 Penalty: 12669.306641
	Iteration 27Q: 3 clusters Score -6656762 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -6656809.500000 Penalty: 12669.306641
	Iteration 28Q: 3 clusters Score -6656810 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -6656837.500000 Penalty: 12669.306641
	Iteration 29Q: 3 clusters Score -6656838 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -6656860.000000 Penalty: 12669.306641
	Iteration 30Q: 3 clusters Score -6656860 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -6656903.500000 Penalty: 12669.306641
	Iteration 31Q: 3 clusters Score -6656904 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -6656918.000000 Penalty: 12669.306641
	Iteration 32Q: 3 clusters Score -6656918 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -6656921.000000 Penalty: 12669.306641
	Iteration 33Q: 3 clusters Score -6656921 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -6656932.500000 Penalty: 12669.306641
	Iteration 34Q: 3 clusters Score -6656932 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -6656947.500000 Penalty: 12669.306641
	Iteration 35Q: 3 clusters Score -6656948 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -6656979.000000 Penalty: 12669.306641
	Iteration 36Q: 3 clusters Score -6656979 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -6656994.500000 Penalty: 12669.306641
	Iteration 37Q: 3 clusters Score -6656994 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -6657005.000000 Penalty: 12669.306641
	Iteration 38Q: 3 clusters Score -6657005 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -6657022.000000 Penalty: 12669.306641
	Iteration 39Q: 3 clusters Score -6657022 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -6657052.500000 Penalty: 12669.306641
	Iteration 40F: 3 clusters Score -6657052 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -6657075.500000 Penalty: 12669.306641
	Iteration 41Q: 3 clusters Score -6657076 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -6657070.000000 Penalty: 12669.306641
	Iteration 42Q: 3 clusters Score -6657070 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -6657095.500000 Penalty: 12669.306641
	Iteration 43Q: 3 clusters Score -6657096 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -6657107.000000 Penalty: 12669.306641
	Iteration 44Q: 3 clusters Score -6657107 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -6657153.500000 Penalty: 12669.306641
	Iteration 45Q: 3 clusters Score -6657154 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -6657181.500000 Penalty: 12669.306641
	Iteration 46Q: 3 clusters Score -6657182 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -6657212.000000 Penalty: 12669.306641
	Iteration 47Q: 3 clusters Score -6657212 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -6657324.500000 Penalty: 12669.306641
	Iteration 48Q: 3 clusters Score -6657324 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -6657461.000000 Penalty: 12669.306641
	Iteration 49Q: 3 clusters Score -6657461 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -6657601.000000 Penalty: 12669.306641
	Iteration 50Q: 3 clusters Score -6657601 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -6657720.000000 Penalty: 12669.306641
	Iteration 51Q: 3 clusters Score -6657720 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -6657844.000000 Penalty: 12669.306641
	Iteration 52Q: 3 clusters Score -6657844 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -6657959.000000 Penalty: 12669.306641
	Iteration 53Q: 3 clusters Score -6657959 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -6658018.000000 Penalty: 12669.306641
	Iteration 54Q: 3 clusters Score -6658018 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -6658083.000000 Penalty: 12669.306641
	Iteration 55Q: 3 clusters Score -6658083 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -6658122.500000 Penalty: 12669.306641
	Iteration 56Q: 3 clusters Score -6658122 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -6658157.500000 Penalty: 12669.306641
	Iteration 57Q: 3 clusters Score -6658158 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -6658194.500000 Penalty: 12669.306641
	Iteration 58Q: 3 clusters Score -6658194 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -6658231.500000 Penalty: 12669.306641
	Iteration 59Q: 3 clusters Score -6658232 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -6658275.000000 Penalty: 12669.306641
	Iteration 60F: 3 clusters Score -6658275 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -6658308.500000 Penalty: 12669.306641
	Iteration 61Q: 3 clusters Score -6658308 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -6658315.000000 Penalty: 12669.306641
	Iteration 62Q: 3 clusters Score -6658315 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -6658343.500000 Penalty: 12669.306641
	Iteration 63Q: 3 clusters Score -6658344 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -6658393.000000 Penalty: 12669.306641
	Iteration 64Q: 3 clusters Score -6658393 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -6658407.500000 Penalty: 12669.306641
	Iteration 65Q: 3 clusters Score -6658408 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -6658455.500000 Penalty: 12669.306641
	Iteration 66Q: 3 clusters Score -6658456 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -6658471.500000 Penalty: 12669.306641
	Iteration 67Q: 3 clusters Score -6658472 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -6658477.500000 Penalty: 12669.306641
	Iteration 68Q: 3 clusters Score -6658478 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -6658515.500000 Penalty: 12669.306641
	Iteration 69Q: 3 clusters Score -6658516 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -6658559.500000 Penalty: 12669.306641
	Iteration 70Q: 3 clusters Score -6658560 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -6658581.500000 Penalty: 12669.306641
	Iteration 71Q: 3 clusters Score -6658582 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -6658599.000000 Penalty: 12669.306641
	Iteration 72Q: 3 clusters Score -6658599 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -6658602.000000 Penalty: 12669.306641
	Iteration 73Q: 3 clusters Score -6658602 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -6658608.000000 Penalty: 12669.306641
	Iteration 74Q: 3 clusters Score -6658608 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -6658606.500000 Penalty: 12669.306641
	Iteration 75Q: 3 clusters Score -6658606 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -6658618.500000 Penalty: 12669.306641
	Iteration 76Q: 3 clusters Score -6658618 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -6658627.000000 Penalty: 12669.306641
	Iteration 77Q: 3 clusters Score -6658627 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -6658619.500000 Penalty: 12669.306641
	Iteration 78Q: 3 clusters Score -6658620 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -6658624.000000 Penalty: 12669.306641
	Iteration 79Q: 3 clusters Score -6658624 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -6658630.500000 Penalty: 12669.306641
	Iteration 80F: 3 clusters Score -6658630 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -6658643.000000 Penalty: 12669.306641
	Iteration 81Q: 3 clusters Score -6658643 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -6658648.000000 Penalty: 12669.306641
	Iteration 82Q: 3 clusters Score -6658648 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -6658646.500000 Penalty: 12669.306641
	Iteration 83Q: 3 clusters Score -6658646 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -6658643.000000 Penalty: 12669.306641
	Iteration 84Q: 3 clusters Score -6658643 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -6658650.500000 Penalty: 12669.306641
	Iteration 85Q: 3 clusters Score -6658650 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -6658660.500000 Penalty: 12669.306641
	Iteration 86Q: 3 clusters Score -6658660 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -6658662.500000 Penalty: 12669.306641
	Iteration 87Q: 3 clusters Score -6658662 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -6658674.000000 Penalty: 12669.306641
	Iteration 88Q: 3 clusters Score -6658674 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -6658671.000000 Penalty: 12669.306641
	Iteration 89Q: 3 clusters Score -6658671 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -6658666.000000 Penalty: 12669.306641
	Iteration 90Q: 3 clusters Score -6658666 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -6658668.500000 Penalty: 12669.306641
	Iteration 91Q: 3 clusters Score -6658668 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -6658676.000000 Penalty: 12669.306641
	Iteration 92Q: 3 clusters Score -6658676 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -6658679.500000 Penalty: 12669.306641
	Iteration 93Q: 3 clusters Score -6658680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -6658682.000000 Penalty: 12669.306641
	Iteration 94Q: 3 clusters Score -6658682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -6658678.500000 Penalty: 12669.306641
	Iteration 95Q: 3 clusters Score -6658678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -6658672.000000 Penalty: 12669.306641
	Iteration 96Q: 3 clusters Score -6658672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -6658678.000000 Penalty: 12669.306641
	Iteration 97Q: 3 clusters Score -6658678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -6658677.500000 Penalty: 12669.306641
	Iteration 98Q: 3 clusters Score -6658678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -6658681.000000 Penalty: 12669.306641
	Iteration 99Q: 3 clusters Score -6658681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -6658685.000000 Penalty: 12669.306641
	Iteration 100F: 3 clusters Score -6658685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -6658690.500000 Penalty: 12669.306641
	Iteration 101Q: 3 clusters Score -6658690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -6658686.000000 Penalty: 12669.306641
	Iteration 102Q: 3 clusters Score -6658686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -6658684.500000 Penalty: 12669.306641
	Iteration 103Q: 3 clusters Score -6658684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -6658684.500000 Penalty: 12669.306641
	Iteration 104Q: 3 clusters Score -6658684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -6658690.500000 Penalty: 12669.306641
	Iteration 105Q: 3 clusters Score -6658690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -6658693.500000 Penalty: 12669.306641
	Iteration 106Q: 3 clusters Score -6658694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -6658690.500000 Penalty: 12669.306641
	Iteration 107Q: 3 clusters Score -6658690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -6658693.500000 Penalty: 12669.306641
	Iteration 108Q: 3 clusters Score -6658694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -6658699.500000 Penalty: 12669.306641
	Iteration 109Q: 3 clusters Score -6658700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -6658696.000000 Penalty: 12669.306641
	Iteration 110Q: 3 clusters Score -6658696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -6658694.500000 Penalty: 12669.306641
	Iteration 111Q: 3 clusters Score -6658694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -6658694.000000 Penalty: 12669.306641
	Iteration 112Q: 3 clusters Score -6658694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -6658695.500000 Penalty: 12669.306641
	Iteration 113Q: 3 clusters Score -6658696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -6658691.500000 Penalty: 12669.306641
	Iteration 114Q: 3 clusters Score -6658692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -6658712.500000 Penalty: 12669.306641
	Iteration 115Q: 3 clusters Score -6658712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -6658706.500000 Penalty: 12669.306641
	Iteration 116Q: 3 clusters Score -6658706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -6658704.500000 Penalty: 12669.306641
	Iteration 117Q: 3 clusters Score -6658704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -6658704.500000 Penalty: 12669.306641
	Iteration 118F: 3 clusters Score -6658704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (40956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40956 members 
Entering Unmasked Estep 
Score: -9248870.000000 Penalty: 6504.905273
	Iteration 0F: 2 clusters Score -9248870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -9218887.000000 Penalty: 13009.810547
	Iteration 0F: 3 clusters Score -9218887 nChanged 17808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -9228266.000000 Penalty: 13009.810547
	Iteration 1F: 3 clusters Score -9228266 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -9229104.000000 Penalty: 13009.810547
	Iteration 2F: 3 clusters Score -9229104 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -9229778.000000 Penalty: 13009.810547
	Iteration 3Q: 3 clusters Score -9229778 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -9230367.000000 Penalty: 13009.810547
	Iteration 4Q: 3 clusters Score -9230367 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -9230897.000000 Penalty: 13009.810547
	Iteration 5Q: 3 clusters Score -9230897 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -9231323.000000 Penalty: 13009.810547
	Iteration 6Q: 3 clusters Score -9231323 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23004 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -9231705.000000 Penalty: 13009.810547
	Iteration 7Q: 3 clusters Score -9231705 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -9232156.000000 Penalty: 13009.810547
	Iteration 8Q: 3 clusters Score -9232156 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -9232559.000000 Penalty: 13009.810547
	Iteration 9Q: 3 clusters Score -9232559 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -9233081.000000 Penalty: 13009.810547
	Iteration 10Q: 3 clusters Score -9233081 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -9233848.000000 Penalty: 13009.810547
	Iteration 11Q: 3 clusters Score -9233848 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28282 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -9234719.000000 Penalty: 13009.810547
	Iteration 12Q: 3 clusters Score -9234719 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29970 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -9235759.000000 Penalty: 13009.810547
	Iteration 13Q: 3 clusters Score -9235759 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31856 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -9237142.000000 Penalty: 13009.810547
	Iteration 14Q: 3 clusters Score -9237142 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33726 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -9238575.000000 Penalty: 13009.810547
	Iteration 15Q: 3 clusters Score -9238575 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35450 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -9239947.000000 Penalty: 13009.810547
	Iteration 16Q: 3 clusters Score -9239947 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36812 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -9241102.000000 Penalty: 13009.810547
	Iteration 17Q: 3 clusters Score -9241102 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37778 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -9241906.000000 Penalty: 13009.810547
	Iteration 18Q: 3 clusters Score -9241906 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38410 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -9242420.000000 Penalty: 13009.810547
	Iteration 19Q: 3 clusters Score -9242420 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38852 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -9242748.000000 Penalty: 13009.810547
	Iteration 20F: 3 clusters Score -9242748 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39125 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -9242984.000000 Penalty: 13009.810547
	Iteration 21Q: 3 clusters Score -9242984 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39317 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -9243174.000000 Penalty: 13009.810547
	Iteration 22Q: 3 clusters Score -9243174 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39449 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -9243290.000000 Penalty: 13009.810547
	Iteration 23Q: 3 clusters Score -9243290 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39540 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -9243416.000000 Penalty: 13009.810547
	Iteration 24Q: 3 clusters Score -9243416 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39609 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -9243444.000000 Penalty: 13009.810547
	Iteration 25Q: 3 clusters Score -9243444 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39659 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -9243506.000000 Penalty: 13009.810547
	Iteration 26Q: 3 clusters Score -9243506 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39693 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -9243530.000000 Penalty: 13009.810547
	Iteration 27Q: 3 clusters Score -9243530 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39715 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -9243550.000000 Penalty: 13009.810547
	Iteration 28Q: 3 clusters Score -9243550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39725 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -9243566.000000 Penalty: 13009.810547
	Iteration 29Q: 3 clusters Score -9243566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39730 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -9243565.000000 Penalty: 13009.810547
	Iteration 30Q: 3 clusters Score -9243565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39734 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -9243564.000000 Penalty: 13009.810547
	Iteration 31Q: 3 clusters Score -9243564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39742 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -9243580.000000 Penalty: 13009.810547
	Iteration 32Q: 3 clusters Score -9243580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39750 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -9243585.000000 Penalty: 13009.810547
	Iteration 33Q: 3 clusters Score -9243585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39753 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -9243590.000000 Penalty: 13009.810547
	Iteration 34Q: 3 clusters Score -9243590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39758 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -9243581.000000 Penalty: 13009.810547
	Iteration 35Q: 3 clusters Score -9243581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39763 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -9243602.000000 Penalty: 13009.810547
	Iteration 36Q: 3 clusters Score -9243602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39766 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -9243605.000000 Penalty: 13009.810547
	Iteration 37Q: 3 clusters Score -9243605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39771 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -9243609.000000 Penalty: 13009.810547
	Iteration 38Q: 3 clusters Score -9243609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39775 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -9243609.000000 Penalty: 13009.810547
	Iteration 39Q: 3 clusters Score -9243609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39780 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -9243613.000000 Penalty: 13009.810547
	Iteration 40F: 3 clusters Score -9243613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39781 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -9243599.000000 Penalty: 13009.810547
	Iteration 41Q: 3 clusters Score -9243599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39781 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -9243599.000000 Penalty: 13009.810547
	Iteration 42F: 3 clusters Score -9243599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (36039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36039 members 
Entering Unmasked Estep 
Score: -8162913.000000 Penalty: 6426.568848
	Iteration 0F: 2 clusters Score -8162913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -8136157.500000 Penalty: 12853.137695
	Iteration 0F: 3 clusters Score -8136158 nChanged 15386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -8144330.000000 Penalty: 12853.137695
	Iteration 1F: 3 clusters Score -8144330 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -8145358.000000 Penalty: 12853.137695
	Iteration 2F: 3 clusters Score -8145358 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -8146392.000000 Penalty: 12853.137695
	Iteration 3F: 3 clusters Score -8146392 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -8147482.500000 Penalty: 12853.137695
	Iteration 4F: 3 clusters Score -8147482 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -8148731.500000 Penalty: 12853.137695
	Iteration 5F: 3 clusters Score -8148732 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -8149936.500000 Penalty: 12853.137695
	Iteration 6F: 3 clusters Score -8149936 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -8151226.500000 Penalty: 12853.137695
	Iteration 7F: 3 clusters Score -8151226 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -8152438.000000 Penalty: 12853.137695
	Iteration 8F: 3 clusters Score -8152438 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -8153506.000000 Penalty: 12853.137695
	Iteration 9Q: 3 clusters Score -8153506 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -8154464.500000 Penalty: 12853.137695
	Iteration 10Q: 3 clusters Score -8154464 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 27854 members 
Entering Unmasked Estep 
Score: -8155259.000000 Penalty: 12853.137695
	Iteration 11Q: 3 clusters Score -8155259 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 29032 members 
Entering Unmasked Estep 
Score: -8155930.000000 Penalty: 12853.137695
	Iteration 12Q: 3 clusters Score -8155930 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 29976 members 
Entering Unmasked Estep 
Score: -8156441.000000 Penalty: 12853.137695
	Iteration 13Q: 3 clusters Score -8156441 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 30754 members 
Entering Unmasked Estep 
Score: -8156860.000000 Penalty: 12853.137695
	Iteration 14Q: 3 clusters Score -8156860 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 31366 members 
Entering Unmasked Estep 
Score: -8157183.000000 Penalty: 12853.137695
	Iteration 15Q: 3 clusters Score -8157183 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 31866 members 
Entering Unmasked Estep 
Score: -8157416.000000 Penalty: 12853.137695
	Iteration 16Q: 3 clusters Score -8157416 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 32266 members 
Entering Unmasked Estep 
Score: -8157577.000000 Penalty: 12853.137695
	Iteration 17Q: 3 clusters Score -8157577 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 32582 members 
Entering Unmasked Estep 
Score: -8157726.000000 Penalty: 12853.137695
	Iteration 18Q: 3 clusters Score -8157726 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 32843 members 
Entering Unmasked Estep 
Score: -8157846.000000 Penalty: 12853.137695
	Iteration 19Q: 3 clusters Score -8157846 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -8157932.500000 Penalty: 12853.137695
	Iteration 20F: 3 clusters Score -8157932 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 33183 members 
Entering Unmasked Estep 
Score: -8158007.000000 Penalty: 12853.137695
	Iteration 21Q: 3 clusters Score -8158007 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 33322 members 
Entering Unmasked Estep 
Score: -8158084.500000 Penalty: 12853.137695
	Iteration 22Q: 3 clusters Score -8158084 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 33447 members 
Entering Unmasked Estep 
Score: -8158145.000000 Penalty: 12853.137695
	Iteration 23Q: 3 clusters Score -8158145 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 33556 members 
Entering Unmasked Estep 
Score: -8158192.000000 Penalty: 12853.137695
	Iteration 24Q: 3 clusters Score -8158192 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 33639 members 
Entering Unmasked Estep 
Score: -8158236.500000 Penalty: 12853.137695
	Iteration 25Q: 3 clusters Score -8158236 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 33709 members 
Entering Unmasked Estep 
Score: -8158272.000000 Penalty: 12853.137695
	Iteration 26Q: 3 clusters Score -8158272 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 33755 members 
Entering Unmasked Estep 
Score: -8158287.000000 Penalty: 12853.137695
	Iteration 27Q: 3 clusters Score -8158287 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 33794 members 
Entering Unmasked Estep 
Score: -8158312.000000 Penalty: 12853.137695
	Iteration 28Q: 3 clusters Score -8158312 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 33822 members 
Entering Unmasked Estep 
Score: -8158300.500000 Penalty: 12853.137695
	Iteration 29Q: 3 clusters Score -8158300 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 33845 members 
Entering Unmasked Estep 
Score: -8158323.000000 Penalty: 12853.137695
	Iteration 30Q: 3 clusters Score -8158323 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
Score: -8158325.000000 Penalty: 12853.137695
	Iteration 31Q: 3 clusters Score -8158325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 33868 members 
Entering Unmasked Estep 
Score: -8158328.000000 Penalty: 12853.137695
	Iteration 32Q: 3 clusters Score -8158328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 33872 members 
Entering Unmasked Estep 
Score: -8158325.500000 Penalty: 12853.137695
	Iteration 33Q: 3 clusters Score -8158326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 33881 members 
Entering Unmasked Estep 
Score: -8158336.500000 Penalty: 12853.137695
	Iteration 34Q: 3 clusters Score -8158336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 33888 members 
Entering Unmasked Estep 
Score: -8158349.500000 Penalty: 12853.137695
	Iteration 35Q: 3 clusters Score -8158350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 33894 members 
Entering Unmasked Estep 
Score: -8158350.500000 Penalty: 12853.137695
	Iteration 36Q: 3 clusters Score -8158350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
Score: -8158351.500000 Penalty: 12853.137695
	Iteration 37Q: 3 clusters Score -8158352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 33910 members 
Entering Unmasked Estep 
Score: -8158357.000000 Penalty: 12853.137695
	Iteration 38Q: 3 clusters Score -8158357 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 33924 members 
Entering Unmasked Estep 
Score: -8158339.000000 Penalty: 12853.137695
	Iteration 39Q: 3 clusters Score -8158339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 33934 members 
Entering Unmasked Estep 
Score: -8158349.000000 Penalty: 12853.137695
	Iteration 40F: 3 clusters Score -8158349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 33943 members 
Entering Unmasked Estep 
Score: -8158364.000000 Penalty: 12853.137695
	Iteration 41Q: 3 clusters Score -8158364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 33948 members 
Entering Unmasked Estep 
Score: -8158369.000000 Penalty: 12853.137695
	Iteration 42Q: 3 clusters Score -8158369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 33951 members 
Entering Unmasked Estep 
Score: -8158359.000000 Penalty: 12853.137695
	Iteration 43Q: 3 clusters Score -8158359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 33955 members 
Entering Unmasked Estep 
Score: -8158358.000000 Penalty: 12853.137695
	Iteration 44Q: 3 clusters Score -8158358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 33955 members 
Entering Unmasked Estep 
Score: -8158358.000000 Penalty: 12853.137695
	Iteration 45F: 3 clusters Score -8158358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Entering Unmasked Estep 
Score: -192664.781250 Penalty: 4212.343750
	Iteration 0F: 2 clusters Score -192664.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -188754.312500 Penalty: 8424.687500
	Iteration 0F: 3 clusters Score -188754.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -189271.281250 Penalty: 8424.687500
	Iteration 1F: 3 clusters Score -189271.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -189473.578125 Penalty: 8424.687500
	Iteration 2F: 3 clusters Score -189473.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -189595.015625 Penalty: 8424.687500
	Iteration 3Q: 3 clusters Score -189595 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -189625.171875 Penalty: 8424.687500
	Iteration 4Q: 3 clusters Score -189625.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -189629.093750 Penalty: 8424.687500
	Iteration 5Q: 3 clusters Score -189629.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -189629.093750 Penalty: 8424.687500
	Iteration 6F: 3 clusters Score -189629.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Entering Unmasked Estep 
Score: -1745605.250000 Penalty: 5490.092285
	Iteration 0F: 2 clusters Score -1745605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1736756.000000 Penalty: 10980.184570
	Iteration 0F: 3 clusters Score -1736756 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1738394.875000 Penalty: 10980.184570
	Iteration 1F: 3 clusters Score -1738395 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1738780.875000 Penalty: 10980.184570
	Iteration 2F: 3 clusters Score -1738781 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1738998.500000 Penalty: 10980.184570
	Iteration 3Q: 3 clusters Score -1738998 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1739145.625000 Penalty: 10980.184570
	Iteration 4Q: 3 clusters Score -1739146 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1739248.125000 Penalty: 10980.184570
	Iteration 5Q: 3 clusters Score -1739248 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1739337.625000 Penalty: 10980.184570
	Iteration 6Q: 3 clusters Score -1739338 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1739401.500000 Penalty: 10980.184570
	Iteration 7Q: 3 clusters Score -1739402 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1739438.250000 Penalty: 10980.184570
	Iteration 8Q: 3 clusters Score -1739438 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1739476.500000 Penalty: 10980.184570
	Iteration 9Q: 3 clusters Score -1739476 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1739500.000000 Penalty: 10980.184570
	Iteration 10Q: 3 clusters Score -1739500 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1739520.000000 Penalty: 10980.184570
	Iteration 11Q: 3 clusters Score -1739520 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1739539.375000 Penalty: 10980.184570
	Iteration 12Q: 3 clusters Score -1739539 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1739553.375000 Penalty: 10980.184570
	Iteration 13Q: 3 clusters Score -1739553 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1739568.750000 Penalty: 10980.184570
	Iteration 14Q: 3 clusters Score -1739569 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1739576.625000 Penalty: 10980.184570
	Iteration 15Q: 3 clusters Score -1739577 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1739589.000000 Penalty: 10980.184570
	Iteration 16Q: 3 clusters Score -1739589 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1739596.375000 Penalty: 10980.184570
	Iteration 17Q: 3 clusters Score -1739596 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1739608.375000 Penalty: 10980.184570
	Iteration 18Q: 3 clusters Score -1739608 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1739617.000000 Penalty: 10980.184570
	Iteration 19Q: 3 clusters Score -1739617 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1739624.750000 Penalty: 10980.184570
	Iteration 20F: 3 clusters Score -1739625 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1739635.375000 Penalty: 10980.184570
	Iteration 21Q: 3 clusters Score -1739635 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1739637.000000 Penalty: 10980.184570
	Iteration 22Q: 3 clusters Score -1739637 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1739644.000000 Penalty: 10980.184570
	Iteration 23Q: 3 clusters Score -1739644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1739651.875000 Penalty: 10980.184570
	Iteration 24Q: 3 clusters Score -1739652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1739656.625000 Penalty: 10980.184570
	Iteration 25Q: 3 clusters Score -1739657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1739662.125000 Penalty: 10980.184570
	Iteration 26Q: 3 clusters Score -1739662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1739669.250000 Penalty: 10980.184570
	Iteration 27Q: 3 clusters Score -1739669 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1739678.750000 Penalty: 10980.184570
	Iteration 28Q: 3 clusters Score -1739679 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1739688.125000 Penalty: 10980.184570
	Iteration 29Q: 3 clusters Score -1739688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1739685.875000 Penalty: 10980.184570
	Iteration 30Q: 3 clusters Score -1739686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1739690.625000 Penalty: 10980.184570
	Iteration 31Q: 3 clusters Score -1739691 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1739698.625000 Penalty: 10980.184570
	Iteration 32Q: 3 clusters Score -1739699 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1739698.875000 Penalty: 10980.184570
	Iteration 33Q: 3 clusters Score -1739699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1739704.625000 Penalty: 10980.184570
	Iteration 34Q: 3 clusters Score -1739705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1739705.250000 Penalty: 10980.184570
	Iteration 35Q: 3 clusters Score -1739705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1739706.125000 Penalty: 10980.184570
	Iteration 36Q: 3 clusters Score -1739706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1739706.125000 Penalty: 10980.184570
	Iteration 37F: 3 clusters Score -1739706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (27675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27675 members 
Entering Unmasked Estep 
Score: -6067728.000000 Penalty: 6264.824219
	Iteration 0F: 2 clusters Score -6067728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -6046348.500000 Penalty: 12529.648438
	Iteration 0F: 3 clusters Score -6046348 nChanged 11581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -6052363.000000 Penalty: 12529.648438
	Iteration 1F: 3 clusters Score -6052363 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -6053067.000000 Penalty: 12529.648438
	Iteration 2F: 3 clusters Score -6053067 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -6053614.500000 Penalty: 12529.648438
	Iteration 3Q: 3 clusters Score -6053614 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -6054002.000000 Penalty: 12529.648438
	Iteration 4Q: 3 clusters Score -6054002 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -6054320.000000 Penalty: 12529.648438
	Iteration 5Q: 3 clusters Score -6054320 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -6054577.000000 Penalty: 12529.648438
	Iteration 6Q: 3 clusters Score -6054577 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -6054883.500000 Penalty: 12529.648438
	Iteration 7Q: 3 clusters Score -6054884 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -6055224.000000 Penalty: 12529.648438
	Iteration 8Q: 3 clusters Score -6055224 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -6055635.000000 Penalty: 12529.648438
	Iteration 9Q: 3 clusters Score -6055635 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -6056130.000000 Penalty: 12529.648438
	Iteration 10Q: 3 clusters Score -6056130 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -6056752.500000 Penalty: 12529.648438
	Iteration 11Q: 3 clusters Score -6056752 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -6057567.500000 Penalty: 12529.648438
	Iteration 12Q: 3 clusters Score -6057568 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -6058529.500000 Penalty: 12529.648438
	Iteration 13Q: 3 clusters Score -6058530 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -6059483.500000 Penalty: 12529.648438
	Iteration 14Q: 3 clusters Score -6059484 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -6060243.000000 Penalty: 12529.648438
	Iteration 15Q: 3 clusters Score -6060243 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -6060839.500000 Penalty: 12529.648438
	Iteration 16Q: 3 clusters Score -6060840 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -6061266.000000 Penalty: 12529.648438
	Iteration 17Q: 3 clusters Score -6061266 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -6061564.000000 Penalty: 12529.648438
	Iteration 18Q: 3 clusters Score -6061564 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -6061782.000000 Penalty: 12529.648438
	Iteration 19Q: 3 clusters Score -6061782 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -6061961.000000 Penalty: 12529.648438
	Iteration 20F: 3 clusters Score -6061961 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -6062073.000000 Penalty: 12529.648438
	Iteration 21Q: 3 clusters Score -6062073 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -6062173.000000 Penalty: 12529.648438
	Iteration 22Q: 3 clusters Score -6062173 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26336 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -6062254.000000 Penalty: 12529.648438
	Iteration 23Q: 3 clusters Score -6062254 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -6062314.000000 Penalty: 12529.648438
	Iteration 24Q: 3 clusters Score -6062314 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -6062367.000000 Penalty: 12529.648438
	Iteration 25Q: 3 clusters Score -6062367 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -6062398.500000 Penalty: 12529.648438
	Iteration 26Q: 3 clusters Score -6062398 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -6062428.000000 Penalty: 12529.648438
	Iteration 27Q: 3 clusters Score -6062428 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26519 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -6062473.000000 Penalty: 12529.648438
	Iteration 28Q: 3 clusters Score -6062473 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -6062520.500000 Penalty: 12529.648438
	Iteration 29Q: 3 clusters Score -6062520 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -6062568.500000 Penalty: 12529.648438
	Iteration 30Q: 3 clusters Score -6062568 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -6062628.500000 Penalty: 12529.648438
	Iteration 31Q: 3 clusters Score -6062628 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26617 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -6062642.000000 Penalty: 12529.648438
	Iteration 32Q: 3 clusters Score -6062642 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26632 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -6062677.000000 Penalty: 12529.648438
	Iteration 33Q: 3 clusters Score -6062677 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -6062682.000000 Penalty: 12529.648438
	Iteration 34Q: 3 clusters Score -6062682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -6062693.000000 Penalty: 12529.648438
	Iteration 35Q: 3 clusters Score -6062693 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26662 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -6062722.500000 Penalty: 12529.648438
	Iteration 36Q: 3 clusters Score -6062722 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26677 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -6062757.000000 Penalty: 12529.648438
	Iteration 37Q: 3 clusters Score -6062757 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -6062775.000000 Penalty: 12529.648438
	Iteration 38Q: 3 clusters Score -6062775 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26694 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -6062788.000000 Penalty: 12529.648438
	Iteration 39Q: 3 clusters Score -6062788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26703 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -6062816.500000 Penalty: 12529.648438
	Iteration 40F: 3 clusters Score -6062816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -6062821.500000 Penalty: 12529.648438
	Iteration 41Q: 3 clusters Score -6062822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26708 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -6062841.000000 Penalty: 12529.648438
	Iteration 42Q: 3 clusters Score -6062841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -6062861.500000 Penalty: 12529.648438
	Iteration 43Q: 3 clusters Score -6062862 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -6062875.500000 Penalty: 12529.648438
	Iteration 44Q: 3 clusters Score -6062876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -6062876.500000 Penalty: 12529.648438
	Iteration 45Q: 3 clusters Score -6062876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26723 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -6062879.000000 Penalty: 12529.648438
	Iteration 46Q: 3 clusters Score -6062879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26722 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -6062886.000000 Penalty: 12529.648438
	Iteration 47Q: 3 clusters Score -6062886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26723 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -6062893.000000 Penalty: 12529.648438
	Iteration 48Q: 3 clusters Score -6062893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26723 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -6062897.000000 Penalty: 12529.648438
	Iteration 49Q: 3 clusters Score -6062897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26725 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -6062902.000000 Penalty: 12529.648438
	Iteration 50Q: 3 clusters Score -6062902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -6062903.000000 Penalty: 12529.648438
	Iteration 51Q: 3 clusters Score -6062903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -6062903.000000 Penalty: 12529.648438
	Iteration 52F: 3 clusters Score -6062903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Entering Unmasked Estep 
Score: -1271785.625000 Penalty: 5323.533203
	Iteration 0F: 2 clusters Score -1271786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1264136.375000 Penalty: 10647.066406
	Iteration 0F: 3 clusters Score -1264136 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1265542.875000 Penalty: 10647.066406
	Iteration 1F: 3 clusters Score -1265543 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1266012.750000 Penalty: 10647.066406
	Iteration 2F: 3 clusters Score -1266013 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1266371.500000 Penalty: 10647.066406
	Iteration 3F: 3 clusters Score -1266372 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1266697.750000 Penalty: 10647.066406
	Iteration 4F: 3 clusters Score -1266698 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1266989.875000 Penalty: 10647.066406
	Iteration 5Q: 3 clusters Score -1266990 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1267311.250000 Penalty: 10647.066406
	Iteration 6Q: 3 clusters Score -1267311 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1267667.750000 Penalty: 10647.066406
	Iteration 7Q: 3 clusters Score -1267668 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1267971.500000 Penalty: 10647.066406
	Iteration 8Q: 3 clusters Score -1267972 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1268219.625000 Penalty: 10647.066406
	Iteration 9Q: 3 clusters Score -1268220 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1268392.000000 Penalty: 10647.066406
	Iteration 10Q: 3 clusters Score -1268392 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1268510.625000 Penalty: 10647.066406
	Iteration 11Q: 3 clusters Score -1268511 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1268584.125000 Penalty: 10647.066406
	Iteration 12Q: 3 clusters Score -1268584 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1268650.125000 Penalty: 10647.066406
	Iteration 13Q: 3 clusters Score -1268650 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1268715.500000 Penalty: 10647.066406
	Iteration 14Q: 3 clusters Score -1268716 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1268752.875000 Penalty: 10647.066406
	Iteration 15Q: 3 clusters Score -1268753 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1268792.500000 Penalty: 10647.066406
	Iteration 16Q: 3 clusters Score -1268792 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1268820.125000 Penalty: 10647.066406
	Iteration 17Q: 3 clusters Score -1268820 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1268848.000000 Penalty: 10647.066406
	Iteration 18Q: 3 clusters Score -1268848 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1268864.750000 Penalty: 10647.066406
	Iteration 19Q: 3 clusters Score -1268865 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1268876.375000 Penalty: 10647.066406
	Iteration 20F: 3 clusters Score -1268876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1268888.000000 Penalty: 10647.066406
	Iteration 21Q: 3 clusters Score -1268888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1268892.000000 Penalty: 10647.066406
	Iteration 22Q: 3 clusters Score -1268892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1268898.625000 Penalty: 10647.066406
	Iteration 23Q: 3 clusters Score -1268899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1268902.375000 Penalty: 10647.066406
	Iteration 24Q: 3 clusters Score -1268902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1268909.500000 Penalty: 10647.066406
	Iteration 25Q: 3 clusters Score -1268910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1268911.500000 Penalty: 10647.066406
	Iteration 26Q: 3 clusters Score -1268912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1268918.250000 Penalty: 10647.066406
	Iteration 27Q: 3 clusters Score -1268918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1268925.250000 Penalty: 10647.066406
	Iteration 28Q: 3 clusters Score -1268925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1268926.500000 Penalty: 10647.066406
	Iteration 29Q: 3 clusters Score -1268926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1268930.125000 Penalty: 10647.066406
	Iteration 30Q: 3 clusters Score -1268930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1268931.750000 Penalty: 10647.066406
	Iteration 31Q: 3 clusters Score -1268932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1268932.250000 Penalty: 10647.066406
	Iteration 32Q: 3 clusters Score -1268932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1268934.125000 Penalty: 10647.066406
	Iteration 33Q: 3 clusters Score -1268934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1268935.750000 Penalty: 10647.066406
	Iteration 34Q: 3 clusters Score -1268936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1268934.125000 Penalty: 10647.066406
	Iteration 35Q: 3 clusters Score -1268934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1268936.375000 Penalty: 10647.066406
	Iteration 36Q: 3 clusters Score -1268936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1268936.375000 Penalty: 10647.066406
	Iteration 37F: 3 clusters Score -1268936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 27019 members 
Mstep: Class 2 contains 14929 members 
Mstep: Class 3 contains 958 members 
Mstep: Class 4 contains 60839 members 
Mstep: Class 5 contains 9276 members 
Mstep: Class 6 contains 60578 members 
Mstep: Class 7 contains 22369 members 
Mstep: Class 8 contains 68260 members 
Mstep: Class 9 contains 15304 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 11176 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 11046 members 
Mstep: Class 15 contains 29006 members 
Mstep: Class 16 contains 1318 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14942 members 
Mstep: Class 19 contains 71310 members 
Mstep: Class 20 contains 143074 members 
Mstep: Class 21 contains 31017 members 
Mstep: Class 22 contains 40956 members 
Mstep: Class 23 contains 36039 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7812 members 
Mstep: Class 26 contains 27675 members 
Mstep: Class 27 contains 5952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157282112.000000 Penalty: 222986.234375
Iteration 79Q: 28 clusters Score -1.572821e+08 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 27032 members 
Mstep: Class 2 contains 14927 members 
Mstep: Class 3 contains 957 members 
Mstep: Class 4 contains 60841 members 
Mstep: Class 5 contains 9275 members 
Mstep: Class 6 contains 60577 members 
Mstep: Class 7 contains 22367 members 
Mstep: Class 8 contains 68263 members 
Mstep: Class 9 contains 15080 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 11146 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 11049 members 
Mstep: Class 15 contains 29002 members 
Mstep: Class 16 contains 1318 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14937 members 
Mstep: Class 19 contains 71300 members 
Mstep: Class 20 contains 143021 members 
Mstep: Class 21 contains 31014 members 
Mstep: Class 22 contains 41285 members 
Mstep: Class 23 contains 36030 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7809 members 
Mstep: Class 26 contains 27674 members 
Mstep: Class 27 contains 5951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157281824.000000 Penalty: 222986.234375
Iteration 80F: 28 clusters Score -1.572818e+08 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 14926 members 
Mstep: Class 3 contains 957 members 
Mstep: Class 4 contains 60844 members 
Mstep: Class 5 contains 9275 members 
Mstep: Class 6 contains 60571 members 
Mstep: Class 7 contains 22363 members 
Mstep: Class 8 contains 68269 members 
Mstep: Class 9 contains 14887 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 11114 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 11047 members 
Mstep: Class 15 contains 29001 members 
Mstep: Class 16 contains 1318 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14933 members 
Mstep: Class 19 contains 71287 members 
Mstep: Class 20 contains 142963 members 
Mstep: Class 21 contains 31011 members 
Mstep: Class 22 contains 41587 members 
Mstep: Class 23 contains 36025 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7802 members 
Mstep: Class 26 contains 27678 members 
Mstep: Class 27 contains 5952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157281568.000000 Penalty: 222986.234375
Iteration 81Q: 28 clusters Score -1.572816e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27060 members 
Mstep: Class 2 contains 14927 members 
Mstep: Class 3 contains 953 members 
Mstep: Class 4 contains 60848 members 
Mstep: Class 5 contains 9270 members 
Mstep: Class 6 contains 60564 members 
Mstep: Class 7 contains 22366 members 
Mstep: Class 8 contains 68272 members 
Mstep: Class 9 contains 14710 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 11096 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 11044 members 
Mstep: Class 15 contains 29003 members 
Mstep: Class 16 contains 1318 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14932 members 
Mstep: Class 19 contains 71269 members 
Mstep: Class 20 contains 142907 members 
Mstep: Class 21 contains 31002 members 
Mstep: Class 22 contains 41854 members 
Mstep: Class 23 contains 36022 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7803 members 
Mstep: Class 26 contains 27680 members 
Mstep: Class 27 contains 5956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157282032.000000 Penalty: 222986.234375
Iteration 82Q: 28 clusters Score -1.57282e+08 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27071 members 
Mstep: Class 2 contains 14928 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 60856 members 
Mstep: Class 5 contains 9272 members 
Mstep: Class 6 contains 60561 members 
Mstep: Class 7 contains 22357 members 
Mstep: Class 8 contains 68279 members 
Mstep: Class 9 contains 14563 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 11073 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 11046 members 
Mstep: Class 15 contains 28996 members 
Mstep: Class 16 contains 1318 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14932 members 
Mstep: Class 19 contains 71255 members 
Mstep: Class 20 contains 142853 members 
Mstep: Class 21 contains 30992 members 
Mstep: Class 22 contains 42087 members 
Mstep: Class 23 contains 36021 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7801 members 
Mstep: Class 26 contains 27684 members 
Mstep: Class 27 contains 5960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157281920.000000 Penalty: 222986.234375
Iteration 83Q: 28 clusters Score -1.572819e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 14930 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 60862 members 
Mstep: Class 5 contains 9274 members 
Mstep: Class 6 contains 60561 members 
Mstep: Class 7 contains 22353 members 
Mstep: Class 8 contains 68281 members 
Mstep: Class 9 contains 14429 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 11053 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 11045 members 
Mstep: Class 15 contains 28996 members 
Mstep: Class 16 contains 1318 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14931 members 
Mstep: Class 19 contains 71247 members 
Mstep: Class 20 contains 142817 members 
Mstep: Class 21 contains 30991 members 
Mstep: Class 22 contains 42271 members 
Mstep: Class 23 contains 36023 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7803 members 
Mstep: Class 26 contains 27686 members 
Mstep: Class 27 contains 5962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157281808.000000 Penalty: 222986.234375
Iteration 84Q: 28 clusters Score -1.572818e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 14930 members 
Mstep: Class 3 contains 943 members 
Mstep: Class 4 contains 60862 members 
Mstep: Class 5 contains 9275 members 
Mstep: Class 6 contains 60557 members 
Mstep: Class 7 contains 22347 members 
Mstep: Class 8 contains 68283 members 
Mstep: Class 9 contains 14319 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 11040 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 11042 members 
Mstep: Class 15 contains 28995 members 
Mstep: Class 16 contains 1318 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14930 members 
Mstep: Class 19 contains 71243 members 
Mstep: Class 20 contains 142786 members 
Mstep: Class 21 contains 30994 members 
Mstep: Class 22 contains 42438 members 
Mstep: Class 23 contains 36018 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7801 members 
Mstep: Class 26 contains 27688 members 
Mstep: Class 27 contains 5965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157281808.000000 Penalty: 222986.234375
Iteration 85Q: 28 clusters Score -1.572818e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27086 members 
Mstep: Class 2 contains 14926 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 60863 members 
Mstep: Class 5 contains 9281 members 
Mstep: Class 6 contains 60556 members 
Mstep: Class 7 contains 22343 members 
Mstep: Class 8 contains 68286 members 
Mstep: Class 9 contains 14238 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 11026 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 11041 members 
Mstep: Class 15 contains 28992 members 
Mstep: Class 16 contains 1318 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14928 members 
Mstep: Class 19 contains 71238 members 
Mstep: Class 20 contains 142751 members 
Mstep: Class 21 contains 30993 members 
Mstep: Class 22 contains 42583 members 
Mstep: Class 23 contains 36010 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7799 members 
Mstep: Class 26 contains 27689 members 
Mstep: Class 27 contains 5968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157281984.000000 Penalty: 222986.234375
Iteration 86Q: 28 clusters Score -1.57282e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 14923 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 60864 members 
Mstep: Class 5 contains 9279 members 
Mstep: Class 6 contains 60553 members 
Mstep: Class 7 contains 22337 members 
Mstep: Class 8 contains 68287 members 
Mstep: Class 9 contains 14171 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 11014 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 11042 members 
Mstep: Class 15 contains 28992 members 
Mstep: Class 16 contains 1318 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14928 members 
Mstep: Class 19 contains 71231 members 
Mstep: Class 20 contains 142732 members 
Mstep: Class 21 contains 30995 members 
Mstep: Class 22 contains 42688 members 
Mstep: Class 23 contains 36010 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7795 members 
Mstep: Class 26 contains 27692 members 
Mstep: Class 27 contains 5969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157282128.000000 Penalty: 222986.234375
Iteration 87Q: 28 clusters Score -1.572821e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 14927 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 60866 members 
Mstep: Class 5 contains 9272 members 
Mstep: Class 6 contains 60552 members 
Mstep: Class 7 contains 22330 members 
Mstep: Class 8 contains 68289 members 
Mstep: Class 9 contains 14114 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 11009 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 11043 members 
Mstep: Class 15 contains 28991 members 
Mstep: Class 16 contains 1317 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14927 members 
Mstep: Class 19 contains 71223 members 
Mstep: Class 20 contains 142705 members 
Mstep: Class 21 contains 30996 members 
Mstep: Class 22 contains 42785 members 
Mstep: Class 23 contains 36009 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7795 members 
Mstep: Class 26 contains 27695 members 
Mstep: Class 27 contains 5969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157282176.000000 Penalty: 222986.234375
Iteration 88Q: 28 clusters Score -1.572822e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27105 members 
Mstep: Class 2 contains 14925 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 60867 members 
Mstep: Class 5 contains 9270 members 
Mstep: Class 6 contains 60552 members 
Mstep: Class 7 contains 22329 members 
Mstep: Class 8 contains 68292 members 
Mstep: Class 9 contains 14073 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 11004 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 11040 members 
Mstep: Class 15 contains 28986 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14928 members 
Mstep: Class 19 contains 71217 members 
Mstep: Class 20 contains 142672 members 
Mstep: Class 21 contains 30994 members 
Mstep: Class 22 contains 42876 members 
Mstep: Class 23 contains 36005 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7795 members 
Mstep: Class 26 contains 27700 members 
Mstep: Class 27 contains 5969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157282192.000000 Penalty: 222986.234375
Iteration 89Q: 28 clusters Score -1.572822e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27108 members 
Mstep: Class 2 contains 14924 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 60867 members 
Mstep: Class 5 contains 9271 members 
Mstep: Class 6 contains 60553 members 
Mstep: Class 7 contains 22329 members 
Mstep: Class 8 contains 68296 members 
Mstep: Class 9 contains 14030 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 10994 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 11040 members 
Mstep: Class 15 contains 28984 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14925 members 
Mstep: Class 19 contains 71212 members 
Mstep: Class 20 contains 142636 members 
Mstep: Class 21 contains 30991 members 
Mstep: Class 22 contains 42969 members 
Mstep: Class 23 contains 36004 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7796 members 
Mstep: Class 26 contains 27701 members 
Mstep: Class 27 contains 5969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157282192.000000 Penalty: 222986.234375
Iteration 90Q: 28 clusters Score -1.572822e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 14923 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 60864 members 
Mstep: Class 5 contains 9266 members 
Mstep: Class 6 contains 60549 members 
Mstep: Class 7 contains 22330 members 
Mstep: Class 8 contains 68297 members 
Mstep: Class 9 contains 13984 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 10987 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 11041 members 
Mstep: Class 15 contains 28984 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14923 members 
Mstep: Class 19 contains 71207 members 
Mstep: Class 20 contains 142614 members 
Mstep: Class 21 contains 30992 members 
Mstep: Class 22 contains 43056 members 
Mstep: Class 23 contains 36000 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7798 members 
Mstep: Class 26 contains 27704 members 
Mstep: Class 27 contains 5969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157282192.000000 Penalty: 222986.234375
Iteration 91Q: 28 clusters Score -1.572822e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 14922 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 60864 members 
Mstep: Class 5 contains 9264 members 
Mstep: Class 6 contains 60547 members 
Mstep: Class 7 contains 22329 members 
Mstep: Class 8 contains 68298 members 
Mstep: Class 9 contains 13947 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 10982 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 11041 members 
Mstep: Class 15 contains 28986 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14922 members 
Mstep: Class 19 contains 71209 members 
Mstep: Class 20 contains 142597 members 
Mstep: Class 21 contains 30991 members 
Mstep: Class 22 contains 43117 members 
Mstep: Class 23 contains 35999 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7798 members 
Mstep: Class 26 contains 27706 members 
Mstep: Class 27 contains 5969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157282048.000000 Penalty: 222986.234375
Iteration 92Q: 28 clusters Score -1.57282e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 14922 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 60866 members 
Mstep: Class 5 contains 9259 members 
Mstep: Class 6 contains 60545 members 
Mstep: Class 7 contains 22329 members 
Mstep: Class 8 contains 68298 members 
Mstep: Class 9 contains 13908 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 10980 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 11040 members 
Mstep: Class 15 contains 28988 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14922 members 
Mstep: Class 19 contains 71209 members 
Mstep: Class 20 contains 142588 members 
Mstep: Class 21 contains 30988 members 
Mstep: Class 22 contains 43173 members 
Mstep: Class 23 contains 36001 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7797 members 
Mstep: Class 26 contains 27706 members 
Mstep: Class 27 contains 5969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157281936.000000 Penalty: 222986.234375
Iteration 93Q: 28 clusters Score -1.572819e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 14922 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 60869 members 
Mstep: Class 5 contains 9256 members 
Mstep: Class 6 contains 60545 members 
Mstep: Class 7 contains 22329 members 
Mstep: Class 8 contains 68299 members 
Mstep: Class 9 contains 13871 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 10978 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 11040 members 
Mstep: Class 15 contains 28987 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14922 members 
Mstep: Class 19 contains 71207 members 
Mstep: Class 20 contains 142584 members 
Mstep: Class 21 contains 30987 members 
Mstep: Class 22 contains 43220 members 
Mstep: Class 23 contains 36001 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7796 members 
Mstep: Class 26 contains 27706 members 
Mstep: Class 27 contains 5969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157282096.000000 Penalty: 222986.234375
Iteration 94Q: 28 clusters Score -1.572821e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 14921 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 60869 members 
Mstep: Class 5 contains 9257 members 
Mstep: Class 6 contains 60546 members 
Mstep: Class 7 contains 22329 members 
Mstep: Class 8 contains 68301 members 
Mstep: Class 9 contains 13829 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 10974 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 11040 members 
Mstep: Class 15 contains 28987 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14923 members 
Mstep: Class 19 contains 71206 members 
Mstep: Class 20 contains 142571 members 
Mstep: Class 21 contains 30989 members 
Mstep: Class 22 contains 43274 members 
Mstep: Class 23 contains 36001 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7796 members 
Mstep: Class 26 contains 27706 members 
Mstep: Class 27 contains 5969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157282048.000000 Penalty: 222986.234375
Iteration 95Q: 28 clusters Score -1.57282e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 14921 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 60868 members 
Mstep: Class 5 contains 9255 members 
Mstep: Class 6 contains 60546 members 
Mstep: Class 7 contains 22328 members 
Mstep: Class 8 contains 68303 members 
Mstep: Class 9 contains 13793 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 10970 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 11038 members 
Mstep: Class 15 contains 28986 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14924 members 
Mstep: Class 19 contains 71206 members 
Mstep: Class 20 contains 142566 members 
Mstep: Class 21 contains 30992 members 
Mstep: Class 22 contains 43323 members 
Mstep: Class 23 contains 35999 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7796 members 
Mstep: Class 26 contains 27705 members 
Mstep: Class 27 contains 5969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157282000.000000 Penalty: 222986.234375
Iteration 96Q: 28 clusters Score -1.57282e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 14922 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 60868 members 
Mstep: Class 5 contains 9255 members 
Mstep: Class 6 contains 60544 members 
Mstep: Class 7 contains 22328 members 
Mstep: Class 8 contains 68302 members 
Mstep: Class 9 contains 13755 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 10967 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 11038 members 
Mstep: Class 15 contains 28985 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14924 members 
Mstep: Class 19 contains 71206 members 
Mstep: Class 20 contains 142557 members 
Mstep: Class 21 contains 30992 members 
Mstep: Class 22 contains 43378 members 
Mstep: Class 23 contains 35998 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7796 members 
Mstep: Class 26 contains 27705 members 
Mstep: Class 27 contains 5969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157282048.000000 Penalty: 222986.234375
Iteration 97Q: 28 clusters Score -1.57282e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 14922 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 60870 members 
Mstep: Class 5 contains 9254 members 
Mstep: Class 6 contains 60544 members 
Mstep: Class 7 contains 22327 members 
Mstep: Class 8 contains 68301 members 
Mstep: Class 9 contains 13713 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 10965 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 11037 members 
Mstep: Class 15 contains 28985 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14925 members 
Mstep: Class 19 contains 71206 members 
Mstep: Class 20 contains 142545 members 
Mstep: Class 21 contains 30991 members 
Mstep: Class 22 contains 43432 members 
Mstep: Class 23 contains 36001 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7796 members 
Mstep: Class 26 contains 27705 members 
Mstep: Class 27 contains 5969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157282032.000000 Penalty: 222986.234375
Iteration 98Q: 28 clusters Score -1.57282e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 14922 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 60872 members 
Mstep: Class 5 contains 9252 members 
Mstep: Class 6 contains 60544 members 
Mstep: Class 7 contains 22326 members 
Mstep: Class 8 contains 68301 members 
Mstep: Class 9 contains 13672 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 10962 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 11039 members 
Mstep: Class 15 contains 28985 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14924 members 
Mstep: Class 19 contains 71205 members 
Mstep: Class 20 contains 142536 members 
Mstep: Class 21 contains 30992 members 
Mstep: Class 22 contains 43485 members 
Mstep: Class 23 contains 36001 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7796 members 
Mstep: Class 26 contains 27706 members 
Mstep: Class 27 contains 5968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157282000.000000 Penalty: 222986.234375
Iteration 99Q: 28 clusters Score -1.57282e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 14922 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 60875 members 
Mstep: Class 5 contains 9251 members 
Mstep: Class 6 contains 60541 members 
Mstep: Class 7 contains 22327 members 
Mstep: Class 8 contains 68301 members 
Mstep: Class 9 contains 13645 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 10962 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 11040 members 
Mstep: Class 15 contains 28983 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14925 members 
Mstep: Class 19 contains 71205 members 
Mstep: Class 20 contains 142516 members 
Mstep: Class 21 contains 30986 members 
Mstep: Class 22 contains 43540 members 
Mstep: Class 23 contains 35998 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7796 members 
Mstep: Class 26 contains 27707 members 
Mstep: Class 27 contains 5968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157282000.000000 Penalty: 222986.234375
Iteration 100F: 28 clusters Score -1.57282e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 14923 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 60875 members 
Mstep: Class 5 contains 9252 members 
Mstep: Class 6 contains 60538 members 
Mstep: Class 7 contains 22327 members 
Mstep: Class 8 contains 68301 members 
Mstep: Class 9 contains 13614 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 10960 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 11041 members 
Mstep: Class 15 contains 28983 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14923 members 
Mstep: Class 19 contains 71205 members 
Mstep: Class 20 contains 142503 members 
Mstep: Class 21 contains 30985 members 
Mstep: Class 22 contains 43589 members 
Mstep: Class 23 contains 35998 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7795 members 
Mstep: Class 26 contains 27708 members 
Mstep: Class 27 contains 5968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157282064.000000 Penalty: 222986.234375
Iteration 101Q: 28 clusters Score -1.572821e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 14923 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 60875 members 
Mstep: Class 5 contains 9254 members 
Mstep: Class 6 contains 60538 members 
Mstep: Class 7 contains 22326 members 
Mstep: Class 8 contains 68303 members 
Mstep: Class 9 contains 13581 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 11042 members 
Mstep: Class 15 contains 28982 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14921 members 
Mstep: Class 19 contains 71204 members 
Mstep: Class 20 contains 142493 members 
Mstep: Class 21 contains 30984 members 
Mstep: Class 22 contains 43639 members 
Mstep: Class 23 contains 35998 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7793 members 
Mstep: Class 26 contains 27709 members 
Mstep: Class 27 contains 5969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157282160.000000 Penalty: 222986.234375
Iteration 102Q: 28 clusters Score -1.572822e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 14921 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 60875 members 
Mstep: Class 5 contains 9255 members 
Mstep: Class 6 contains 60536 members 
Mstep: Class 7 contains 22326 members 
Mstep: Class 8 contains 68301 members 
Mstep: Class 9 contains 13551 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 10952 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 11043 members 
Mstep: Class 15 contains 28982 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14920 members 
Mstep: Class 19 contains 71205 members 
Mstep: Class 20 contains 142489 members 
Mstep: Class 21 contains 30986 members 
Mstep: Class 22 contains 43680 members 
Mstep: Class 23 contains 35995 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7793 members 
Mstep: Class 26 contains 27709 members 
Mstep: Class 27 contains 5969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157281984.000000 Penalty: 222986.234375
Iteration 103Q: 28 clusters Score -1.57282e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 14922 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 60876 members 
Mstep: Class 5 contains 9255 members 
Mstep: Class 6 contains 60536 members 
Mstep: Class 7 contains 22325 members 
Mstep: Class 8 contains 68300 members 
Mstep: Class 9 contains 13519 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 10953 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 11045 members 
Mstep: Class 15 contains 28983 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14917 members 
Mstep: Class 19 contains 71205 members 
Mstep: Class 20 contains 142486 members 
Mstep: Class 21 contains 30988 members 
Mstep: Class 22 contains 43712 members 
Mstep: Class 23 contains 35995 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7793 members 
Mstep: Class 26 contains 27709 members 
Mstep: Class 27 contains 5969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157281888.000000 Penalty: 222986.234375
Iteration 104Q: 28 clusters Score -1.572819e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 14922 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 60876 members 
Mstep: Class 5 contains 9255 members 
Mstep: Class 6 contains 60538 members 
Mstep: Class 7 contains 22321 members 
Mstep: Class 8 contains 68299 members 
Mstep: Class 9 contains 13490 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 10950 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 11047 members 
Mstep: Class 15 contains 28983 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14917 members 
Mstep: Class 19 contains 71205 members 
Mstep: Class 20 contains 142487 members 
Mstep: Class 21 contains 30988 members 
Mstep: Class 22 contains 43745 members 
Mstep: Class 23 contains 35996 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7794 members 
Mstep: Class 26 contains 27707 members 
Mstep: Class 27 contains 5969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157282096.000000 Penalty: 222986.234375
Iteration 105Q: 28 clusters Score -1.572821e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 14922 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 60877 members 
Mstep: Class 5 contains 9250 members 
Mstep: Class 6 contains 60539 members 
Mstep: Class 7 contains 22320 members 
Mstep: Class 8 contains 68303 members 
Mstep: Class 9 contains 13455 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 10950 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 11048 members 
Mstep: Class 15 contains 28984 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14915 members 
Mstep: Class 19 contains 71205 members 
Mstep: Class 20 contains 142477 members 
Mstep: Class 21 contains 30988 members 
Mstep: Class 22 contains 43791 members 
Mstep: Class 23 contains 35995 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7793 members 
Mstep: Class 26 contains 27708 members 
Mstep: Class 27 contains 5969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157282288.000000 Penalty: 222986.234375
Iteration 106Q: 28 clusters Score -1.572823e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27110 members 
Mstep: Class 2 contains 14922 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 60878 members 
Mstep: Class 5 contains 9246 members 
Mstep: Class 6 contains 60540 members 
Mstep: Class 7 contains 22319 members 
Mstep: Class 8 contains 68304 members 
Mstep: Class 9 contains 13425 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 10948 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 11048 members 
Mstep: Class 15 contains 28984 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14915 members 
Mstep: Class 19 contains 71205 members 
Mstep: Class 20 contains 142476 members 
Mstep: Class 21 contains 30984 members 
Mstep: Class 22 contains 43832 members 
Mstep: Class 23 contains 35994 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7793 members 
Mstep: Class 26 contains 27708 members 
Mstep: Class 27 contains 5969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157282304.000000 Penalty: 222986.234375
Iteration 107Q: 28 clusters Score -1.572823e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27110 members 
Mstep: Class 2 contains 14922 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 60878 members 
Mstep: Class 5 contains 9246 members 
Mstep: Class 6 contains 60542 members 
Mstep: Class 7 contains 22316 members 
Mstep: Class 8 contains 68305 members 
Mstep: Class 9 contains 13386 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 10944 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 11048 members 
Mstep: Class 15 contains 28985 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14913 members 
Mstep: Class 19 contains 71205 members 
Mstep: Class 20 contains 142466 members 
Mstep: Class 21 contains 30986 members 
Mstep: Class 22 contains 43885 members 
Mstep: Class 23 contains 35993 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7793 members 
Mstep: Class 26 contains 27708 members 
Mstep: Class 27 contains 5969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157282320.000000 Penalty: 222986.234375
Iteration 108Q: 28 clusters Score -1.572823e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 14921 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 60879 members 
Mstep: Class 5 contains 9245 members 
Mstep: Class 6 contains 60545 members 
Mstep: Class 7 contains 22315 members 
Mstep: Class 8 contains 68306 members 
Mstep: Class 9 contains 13357 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 10941 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 11046 members 
Mstep: Class 15 contains 28984 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14913 members 
Mstep: Class 19 contains 71203 members 
Mstep: Class 20 contains 142453 members 
Mstep: Class 21 contains 30985 members 
Mstep: Class 22 contains 43934 members 
Mstep: Class 23 contains 35991 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7793 members 
Mstep: Class 26 contains 27709 members 
Mstep: Class 27 contains 5969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157282416.000000 Penalty: 222986.234375
Iteration 109Q: 28 clusters Score -1.572824e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 14922 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 60881 members 
Mstep: Class 5 contains 9245 members 
Mstep: Class 6 contains 60545 members 
Mstep: Class 7 contains 22313 members 
Mstep: Class 8 contains 68307 members 
Mstep: Class 9 contains 13332 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 10939 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 11047 members 
Mstep: Class 15 contains 28983 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14913 members 
Mstep: Class 19 contains 71201 members 
Mstep: Class 20 contains 142447 members 
Mstep: Class 21 contains 30979 members 
Mstep: Class 22 contains 43972 members 
Mstep: Class 23 contains 35989 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7794 members 
Mstep: Class 26 contains 27709 members 
Mstep: Class 27 contains 5968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157282240.000000 Penalty: 222986.234375
Iteration 110Q: 28 clusters Score -1.572822e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27115 members 
Mstep: Class 2 contains 14922 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 60882 members 
Mstep: Class 5 contains 9245 members 
Mstep: Class 6 contains 60543 members 
Mstep: Class 7 contains 22313 members 
Mstep: Class 8 contains 68308 members 
Mstep: Class 9 contains 13301 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 10938 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 11046 members 
Mstep: Class 15 contains 28984 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14912 members 
Mstep: Class 19 contains 71198 members 
Mstep: Class 20 contains 142448 members 
Mstep: Class 21 contains 30979 members 
Mstep: Class 22 contains 44005 members 
Mstep: Class 23 contains 35989 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7794 members 
Mstep: Class 26 contains 27709 members 
Mstep: Class 27 contains 5969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157282384.000000 Penalty: 222986.234375
Iteration 111Q: 28 clusters Score -1.572824e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 14921 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 60882 members 
Mstep: Class 5 contains 9245 members 
Mstep: Class 6 contains 60543 members 
Mstep: Class 7 contains 22313 members 
Mstep: Class 8 contains 68310 members 
Mstep: Class 9 contains 13269 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 10935 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 11047 members 
Mstep: Class 15 contains 28983 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14912 members 
Mstep: Class 19 contains 71197 members 
Mstep: Class 20 contains 142450 members 
Mstep: Class 21 contains 30978 members 
Mstep: Class 22 contains 44038 members 
Mstep: Class 23 contains 35988 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7795 members 
Mstep: Class 26 contains 27709 members 
Mstep: Class 27 contains 5969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157282368.000000 Penalty: 222986.234375
Iteration 112Q: 28 clusters Score -1.572824e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 14920 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 60882 members 
Mstep: Class 5 contains 9243 members 
Mstep: Class 6 contains 60544 members 
Mstep: Class 7 contains 22312 members 
Mstep: Class 8 contains 68308 members 
Mstep: Class 9 contains 13251 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 10934 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 11047 members 
Mstep: Class 15 contains 28983 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14912 members 
Mstep: Class 19 contains 71196 members 
Mstep: Class 20 contains 142443 members 
Mstep: Class 21 contains 30979 members 
Mstep: Class 22 contains 44068 members 
Mstep: Class 23 contains 35987 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7796 members 
Mstep: Class 26 contains 27709 members 
Mstep: Class 27 contains 5969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157282352.000000 Penalty: 222986.234375
Iteration 113Q: 28 clusters Score -1.572824e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 14920 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 60884 members 
Mstep: Class 5 contains 9243 members 
Mstep: Class 6 contains 60543 members 
Mstep: Class 7 contains 22313 members 
Mstep: Class 8 contains 68307 members 
Mstep: Class 9 contains 13230 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 10934 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 11048 members 
Mstep: Class 15 contains 28982 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14912 members 
Mstep: Class 19 contains 71194 members 
Mstep: Class 20 contains 142432 members 
Mstep: Class 21 contains 30976 members 
Mstep: Class 22 contains 44100 members 
Mstep: Class 23 contains 35987 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7798 members 
Mstep: Class 26 contains 27710 members 
Mstep: Class 27 contains 5969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157282352.000000 Penalty: 222986.234375
Iteration 114Q: 28 clusters Score -1.572824e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 14920 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 60884 members 
Mstep: Class 5 contains 9241 members 
Mstep: Class 6 contains 60542 members 
Mstep: Class 7 contains 22313 members 
Mstep: Class 8 contains 68309 members 
Mstep: Class 9 contains 13223 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 10932 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 11048 members 
Mstep: Class 15 contains 28981 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14913 members 
Mstep: Class 19 contains 71195 members 
Mstep: Class 20 contains 142428 members 
Mstep: Class 21 contains 30974 members 
Mstep: Class 22 contains 44116 members 
Mstep: Class 23 contains 35986 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7797 members 
Mstep: Class 26 contains 27711 members 
Mstep: Class 27 contains 5969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157282400.000000 Penalty: 222986.234375
Iteration 115Q: 28 clusters Score -1.572824e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 14920 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 60884 members 
Mstep: Class 5 contains 9239 members 
Mstep: Class 6 contains 60542 members 
Mstep: Class 7 contains 22313 members 
Mstep: Class 8 contains 68309 members 
Mstep: Class 9 contains 13212 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 10932 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 11049 members 
Mstep: Class 15 contains 28981 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14913 members 
Mstep: Class 19 contains 71194 members 
Mstep: Class 20 contains 142422 members 
Mstep: Class 21 contains 30972 members 
Mstep: Class 22 contains 44140 members 
Mstep: Class 23 contains 35984 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7797 members 
Mstep: Class 26 contains 27710 members 
Mstep: Class 27 contains 5969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157282368.000000 Penalty: 222986.234375
Iteration 116Q: 28 clusters Score -1.572824e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 14920 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 60884 members 
Mstep: Class 5 contains 9241 members 
Mstep: Class 6 contains 60541 members 
Mstep: Class 7 contains 22313 members 
Mstep: Class 8 contains 68308 members 
Mstep: Class 9 contains 13199 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 10931 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 11049 members 
Mstep: Class 15 contains 28981 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14912 members 
Mstep: Class 19 contains 71194 members 
Mstep: Class 20 contains 142420 members 
Mstep: Class 21 contains 30973 members 
Mstep: Class 22 contains 44159 members 
Mstep: Class 23 contains 35983 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7795 members 
Mstep: Class 26 contains 27710 members 
Mstep: Class 27 contains 5969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157282368.000000 Penalty: 222986.234375
Iteration 117Q: 28 clusters Score -1.572824e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 14920 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 60884 members 
Mstep: Class 5 contains 9241 members 
Mstep: Class 6 contains 60541 members 
Mstep: Class 7 contains 22313 members 
Mstep: Class 8 contains 68308 members 
Mstep: Class 9 contains 13181 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 10931 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 11049 members 
Mstep: Class 15 contains 28980 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14911 members 
Mstep: Class 19 contains 71195 members 
Mstep: Class 20 contains 142415 members 
Mstep: Class 21 contains 30972 members 
Mstep: Class 22 contains 44185 members 
Mstep: Class 23 contains 35982 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7795 members 
Mstep: Class 26 contains 27710 members 
Mstep: Class 27 contains 5969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157282368.000000 Penalty: 222986.234375
Iteration 118Q: 28 clusters Score -1.572824e+08 nChanged 31
Entering ConstructFrom: 
Score: -157282368.000000 Penalty: 222986.234375
Entering ConstructFrom: 
Trying to split cluster 1 (27118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27118 members 
Entering Unmasked Estep 
Score: -6058135.500000 Penalty: 6252.371582
	Iteration 0F: 2 clusters Score -6058136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -6037083.500000 Penalty: 12504.743164
	Iteration 0F: 3 clusters Score -6037084 nChanged 11285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -6043019.500000 Penalty: 12504.743164
	Iteration 1F: 3 clusters Score -6043020 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -6043835.500000 Penalty: 12504.743164
	Iteration 2F: 3 clusters Score -6043836 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -6044358.000000 Penalty: 12504.743164
	Iteration 3Q: 3 clusters Score -6044358 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -6044720.500000 Penalty: 12504.743164
	Iteration 4Q: 3 clusters Score -6044720 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -6045110.500000 Penalty: 12504.743164
	Iteration 5Q: 3 clusters Score -6045110 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -6045429.000000 Penalty: 12504.743164
	Iteration 6Q: 3 clusters Score -6045429 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -6045756.500000 Penalty: 12504.743164
	Iteration 7Q: 3 clusters Score -6045756 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -6046094.000000 Penalty: 12504.743164
	Iteration 8Q: 3 clusters Score -6046094 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -6046434.500000 Penalty: 12504.743164
	Iteration 9Q: 3 clusters Score -6046434 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -6046838.500000 Penalty: 12504.743164
	Iteration 10Q: 3 clusters Score -6046838 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -6047162.500000 Penalty: 12504.743164
	Iteration 11Q: 3 clusters Score -6047162 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -6047497.000000 Penalty: 12504.743164
	Iteration 12Q: 3 clusters Score -6047497 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -6047783.000000 Penalty: 12504.743164
	Iteration 13Q: 3 clusters Score -6047783 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -6048073.500000 Penalty: 12504.743164
	Iteration 14Q: 3 clusters Score -6048074 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -6048352.500000 Penalty: 12504.743164
	Iteration 15Q: 3 clusters Score -6048352 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -6048610.500000 Penalty: 12504.743164
	Iteration 16Q: 3 clusters Score -6048610 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -6048863.500000 Penalty: 12504.743164
	Iteration 17Q: 3 clusters Score -6048864 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -6049111.500000 Penalty: 12504.743164
	Iteration 18Q: 3 clusters Score -6049112 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -6049313.500000 Penalty: 12504.743164
	Iteration 19Q: 3 clusters Score -6049314 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -6049558.500000 Penalty: 12504.743164
	Iteration 20F: 3 clusters Score -6049558 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -6049822.500000 Penalty: 12504.743164
	Iteration 21Q: 3 clusters Score -6049822 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -6050067.000000 Penalty: 12504.743164
	Iteration 22Q: 3 clusters Score -6050067 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -6050376.000000 Penalty: 12504.743164
	Iteration 23Q: 3 clusters Score -6050376 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -6050693.500000 Penalty: 12504.743164
	Iteration 24Q: 3 clusters Score -6050694 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -6050963.500000 Penalty: 12504.743164
	Iteration 25Q: 3 clusters Score -6050964 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -6051208.000000 Penalty: 12504.743164
	Iteration 26Q: 3 clusters Score -6051208 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -6051477.000000 Penalty: 12504.743164
	Iteration 27Q: 3 clusters Score -6051477 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -6051649.500000 Penalty: 12504.743164
	Iteration 28Q: 3 clusters Score -6051650 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -6051803.500000 Penalty: 12504.743164
	Iteration 29Q: 3 clusters Score -6051804 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -6051967.000000 Penalty: 12504.743164
	Iteration 30Q: 3 clusters Score -6051967 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -6052111.000000 Penalty: 12504.743164
	Iteration 31Q: 3 clusters Score -6052111 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 25018 members 
Entering Unmasked Estep 
Score: -6052232.000000 Penalty: 12504.743164
	Iteration 32Q: 3 clusters Score -6052232 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -6052347.000000 Penalty: 12504.743164
	Iteration 33Q: 3 clusters Score -6052347 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 25277 members 
Entering Unmasked Estep 
Score: -6052407.000000 Penalty: 12504.743164
	Iteration 34Q: 3 clusters Score -6052407 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -6052462.500000 Penalty: 12504.743164
	Iteration 35Q: 3 clusters Score -6052462 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -6052501.500000 Penalty: 12504.743164
	Iteration 36Q: 3 clusters Score -6052502 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -6052554.000000 Penalty: 12504.743164
	Iteration 37Q: 3 clusters Score -6052554 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -6052583.000000 Penalty: 12504.743164
	Iteration 38Q: 3 clusters Score -6052583 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 25588 members 
Entering Unmasked Estep 
Score: -6052616.500000 Penalty: 12504.743164
	Iteration 39Q: 3 clusters Score -6052616 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -6052633.500000 Penalty: 12504.743164
	Iteration 40F: 3 clusters Score -6052634 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -6052671.500000 Penalty: 12504.743164
	Iteration 41Q: 3 clusters Score -6052672 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 25694 members 
Entering Unmasked Estep 
Score: -6052680.000000 Penalty: 12504.743164
	Iteration 42Q: 3 clusters Score -6052680 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -6052700.500000 Penalty: 12504.743164
	Iteration 43Q: 3 clusters Score -6052700 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -6052718.500000 Penalty: 12504.743164
	Iteration 44Q: 3 clusters Score -6052718 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 25755 members 
Entering Unmasked Estep 
Score: -6052727.500000 Penalty: 12504.743164
	Iteration 45Q: 3 clusters Score -6052728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 25762 members 
Entering Unmasked Estep 
Score: -6052729.500000 Penalty: 12504.743164
	Iteration 46Q: 3 clusters Score -6052730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -6052736.000000 Penalty: 12504.743164
	Iteration 47Q: 3 clusters Score -6052736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -6052737.000000 Penalty: 12504.743164
	Iteration 48Q: 3 clusters Score -6052737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
Score: -6052734.000000 Penalty: 12504.743164
	Iteration 49Q: 3 clusters Score -6052734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -6052732.000000 Penalty: 12504.743164
	Iteration 50Q: 3 clusters Score -6052732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -6052739.500000 Penalty: 12504.743164
	Iteration 51Q: 3 clusters Score -6052740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 25775 members 
Entering Unmasked Estep 
Score: -6052739.500000 Penalty: 12504.743164
	Iteration 52Q: 3 clusters Score -6052740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
Score: -6052744.000000 Penalty: 12504.743164
	Iteration 53Q: 3 clusters Score -6052744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -6052749.500000 Penalty: 12504.743164
	Iteration 54Q: 3 clusters Score -6052750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 25789 members 
Entering Unmasked Estep 
Score: -6052752.000000 Penalty: 12504.743164
	Iteration 55Q: 3 clusters Score -6052752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -6052751.000000 Penalty: 12504.743164
	Iteration 56Q: 3 clusters Score -6052751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -6052757.000000 Penalty: 12504.743164
	Iteration 57Q: 3 clusters Score -6052757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -6052754.500000 Penalty: 12504.743164
	Iteration 58Q: 3 clusters Score -6052754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -6052765.000000 Penalty: 12504.743164
	Iteration 59Q: 3 clusters Score -6052765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -6052761.500000 Penalty: 12504.743164
	Iteration 60F: 3 clusters Score -6052762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -6052768.000000 Penalty: 12504.743164
	Iteration 61Q: 3 clusters Score -6052768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -6052773.500000 Penalty: 12504.743164
	Iteration 62Q: 3 clusters Score -6052774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -6052768.500000 Penalty: 12504.743164
	Iteration 63Q: 3 clusters Score -6052768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -6052768.500000 Penalty: 12504.743164
	Iteration 64Q: 3 clusters Score -6052768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -6052760.000000 Penalty: 12504.743164
	Iteration 65Q: 3 clusters Score -6052760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 25824 members 
Entering Unmasked Estep 
Score: -6052767.500000 Penalty: 12504.743164
	Iteration 66Q: 3 clusters Score -6052768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -6052776.000000 Penalty: 12504.743164
	Iteration 67Q: 3 clusters Score -6052776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 25830 members 
Entering Unmasked Estep 
Score: -6052770.500000 Penalty: 12504.743164
	Iteration 68Q: 3 clusters Score -6052770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
Score: -6052785.000000 Penalty: 12504.743164
	Iteration 69Q: 3 clusters Score -6052785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -6052783.500000 Penalty: 12504.743164
	Iteration 70Q: 3 clusters Score -6052784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 25846 members 
Entering Unmasked Estep 
Score: -6052782.000000 Penalty: 12504.743164
	Iteration 71Q: 3 clusters Score -6052782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -6052798.500000 Penalty: 12504.743164
	Iteration 72Q: 3 clusters Score -6052798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -6052803.000000 Penalty: 12504.743164
	Iteration 73Q: 3 clusters Score -6052803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -6052796.500000 Penalty: 12504.743164
	Iteration 74Q: 3 clusters Score -6052796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -6052796.500000 Penalty: 12504.743164
	Iteration 75F: 3 clusters Score -6052796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Entering Unmasked Estep 
Score: -3188311.000000 Penalty: 5886.405273
	Iteration 0F: 2 clusters Score -3188311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -3175057.000000 Penalty: 11772.810547
	Iteration 0F: 3 clusters Score -3175057 nChanged 5840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -3178659.250000 Penalty: 11772.810547
	Iteration 1F: 3 clusters Score -3178659 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -3179659.250000 Penalty: 11772.810547
	Iteration 2F: 3 clusters Score -3179659 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -3180424.250000 Penalty: 11772.810547
	Iteration 3F: 3 clusters Score -3180424 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -3181160.250000 Penalty: 11772.810547
	Iteration 4F: 3 clusters Score -3181160 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -3181865.000000 Penalty: 11772.810547
	Iteration 5F: 3 clusters Score -3181865 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -3182554.250000 Penalty: 11772.810547
	Iteration 6F: 3 clusters Score -3182554 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -3183139.250000 Penalty: 11772.810547
	Iteration 7Q: 3 clusters Score -3183139 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -3183668.000000 Penalty: 11772.810547
	Iteration 8Q: 3 clusters Score -3183668 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -3184007.250000 Penalty: 11772.810547
	Iteration 9Q: 3 clusters Score -3184007 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -3184216.000000 Penalty: 11772.810547
	Iteration 10Q: 3 clusters Score -3184216 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -3184369.250000 Penalty: 11772.810547
	Iteration 11Q: 3 clusters Score -3184369 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -3184471.000000 Penalty: 11772.810547
	Iteration 12Q: 3 clusters Score -3184471 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -3184548.250000 Penalty: 11772.810547
	Iteration 13Q: 3 clusters Score -3184548 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -3184613.750000 Penalty: 11772.810547
	Iteration 14Q: 3 clusters Score -3184614 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -3184659.000000 Penalty: 11772.810547
	Iteration 15Q: 3 clusters Score -3184659 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -3184703.000000 Penalty: 11772.810547
	Iteration 16Q: 3 clusters Score -3184703 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -3184733.750000 Penalty: 11772.810547
	Iteration 17Q: 3 clusters Score -3184734 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -3184768.500000 Penalty: 11772.810547
	Iteration 18Q: 3 clusters Score -3184768 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -3184820.250000 Penalty: 11772.810547
	Iteration 19Q: 3 clusters Score -3184820 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -3184886.750000 Penalty: 11772.810547
	Iteration 20F: 3 clusters Score -3184887 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -3184931.250000 Penalty: 11772.810547
	Iteration 21Q: 3 clusters Score -3184931 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -3184981.250000 Penalty: 11772.810547
	Iteration 22Q: 3 clusters Score -3184981 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -3185035.750000 Penalty: 11772.810547
	Iteration 23Q: 3 clusters Score -3185036 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -3185080.000000 Penalty: 11772.810547
	Iteration 24Q: 3 clusters Score -3185080 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -3185102.000000 Penalty: 11772.810547
	Iteration 25Q: 3 clusters Score -3185102 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -3185125.250000 Penalty: 11772.810547
	Iteration 26Q: 3 clusters Score -3185125 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -3185152.000000 Penalty: 11772.810547
	Iteration 27Q: 3 clusters Score -3185152 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -3185185.750000 Penalty: 11772.810547
	Iteration 28Q: 3 clusters Score -3185186 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -3185209.750000 Penalty: 11772.810547
	Iteration 29Q: 3 clusters Score -3185210 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -3185253.500000 Penalty: 11772.810547
	Iteration 30Q: 3 clusters Score -3185254 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -3185276.000000 Penalty: 11772.810547
	Iteration 31Q: 3 clusters Score -3185276 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -3185305.750000 Penalty: 11772.810547
	Iteration 32Q: 3 clusters Score -3185306 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -3185322.500000 Penalty: 11772.810547
	Iteration 33Q: 3 clusters Score -3185322 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -3185340.250000 Penalty: 11772.810547
	Iteration 34Q: 3 clusters Score -3185340 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -3185372.500000 Penalty: 11772.810547
	Iteration 35Q: 3 clusters Score -3185372 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -3185369.250000 Penalty: 11772.810547
	Iteration 36Q: 3 clusters Score -3185369 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -3185381.000000 Penalty: 11772.810547
	Iteration 37Q: 3 clusters Score -3185381 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -3185393.500000 Penalty: 11772.810547
	Iteration 38Q: 3 clusters Score -3185394 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -3185402.250000 Penalty: 11772.810547
	Iteration 39Q: 3 clusters Score -3185402 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -3185419.750000 Penalty: 11772.810547
	Iteration 40F: 3 clusters Score -3185420 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -3185418.500000 Penalty: 11772.810547
	Iteration 41Q: 3 clusters Score -3185418 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -3185426.250000 Penalty: 11772.810547
	Iteration 42Q: 3 clusters Score -3185426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -3185434.000000 Penalty: 11772.810547
	Iteration 43Q: 3 clusters Score -3185434 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -3185442.750000 Penalty: 11772.810547
	Iteration 44Q: 3 clusters Score -3185443 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -3185445.000000 Penalty: 11772.810547
	Iteration 45Q: 3 clusters Score -3185445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -3185446.750000 Penalty: 11772.810547
	Iteration 46Q: 3 clusters Score -3185447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -3185450.750000 Penalty: 11772.810547
	Iteration 47Q: 3 clusters Score -3185451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -3185451.000000 Penalty: 11772.810547
	Iteration 48Q: 3 clusters Score -3185451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -3185448.500000 Penalty: 11772.810547
	Iteration 49Q: 3 clusters Score -3185448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -3185449.000000 Penalty: 11772.810547
	Iteration 50Q: 3 clusters Score -3185449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -3185447.750000 Penalty: 11772.810547
	Iteration 51Q: 3 clusters Score -3185448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -3185450.750000 Penalty: 11772.810547
	Iteration 52Q: 3 clusters Score -3185451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -3185449.750000 Penalty: 11772.810547
	Iteration 53Q: 3 clusters Score -3185450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -3185452.000000 Penalty: 11772.810547
	Iteration 54Q: 3 clusters Score -3185452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -3185450.750000 Penalty: 11772.810547
	Iteration 55Q: 3 clusters Score -3185451 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -3185457.000000 Penalty: 11772.810547
	Iteration 56Q: 3 clusters Score -3185457 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -3185462.250000 Penalty: 11772.810547
	Iteration 57Q: 3 clusters Score -3185462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -3185461.500000 Penalty: 11772.810547
	Iteration 58Q: 3 clusters Score -3185462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -3185463.000000 Penalty: 11772.810547
	Iteration 59Q: 3 clusters Score -3185463 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -3185471.000000 Penalty: 11772.810547
	Iteration 60F: 3 clusters Score -3185471 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -3185472.750000 Penalty: 11772.810547
	Iteration 61Q: 3 clusters Score -3185473 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -3185479.000000 Penalty: 11772.810547
	Iteration 62Q: 3 clusters Score -3185479 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -3185486.500000 Penalty: 11772.810547
	Iteration 63Q: 3 clusters Score -3185486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -3185485.500000 Penalty: 11772.810547
	Iteration 64Q: 3 clusters Score -3185486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -3185491.250000 Penalty: 11772.810547
	Iteration 65Q: 3 clusters Score -3185491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -3185495.000000 Penalty: 11772.810547
	Iteration 66Q: 3 clusters Score -3185495 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -3185496.250000 Penalty: 11772.810547
	Iteration 67Q: 3 clusters Score -3185496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -3185500.000000 Penalty: 11772.810547
	Iteration 68Q: 3 clusters Score -3185500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -3185504.000000 Penalty: 11772.810547
	Iteration 69Q: 3 clusters Score -3185504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -3185507.750000 Penalty: 11772.810547
	Iteration 70Q: 3 clusters Score -3185508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -3185510.750000 Penalty: 11772.810547
	Iteration 71Q: 3 clusters Score -3185511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -3185509.750000 Penalty: 11772.810547
	Iteration 72Q: 3 clusters Score -3185510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -3185520.250000 Penalty: 11772.810547
	Iteration 73Q: 3 clusters Score -3185520 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -3185521.250000 Penalty: 11772.810547
	Iteration 74Q: 3 clusters Score -3185521 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -3185523.500000 Penalty: 11772.810547
	Iteration 75Q: 3 clusters Score -3185524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -3185530.500000 Penalty: 11772.810547
	Iteration 76Q: 3 clusters Score -3185530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -3185532.000000 Penalty: 11772.810547
	Iteration 77Q: 3 clusters Score -3185532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -3185527.500000 Penalty: 11772.810547
	Iteration 78Q: 3 clusters Score -3185528 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -3185534.750000 Penalty: 11772.810547
	Iteration 79Q: 3 clusters Score -3185535 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -3185545.250000 Penalty: 11772.810547
	Iteration 80F: 3 clusters Score -3185545 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -3185550.500000 Penalty: 11772.810547
	Iteration 81Q: 3 clusters Score -3185550 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -3185565.750000 Penalty: 11772.810547
	Iteration 82Q: 3 clusters Score -3185566 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -3185562.750000 Penalty: 11772.810547
	Iteration 83Q: 3 clusters Score -3185563 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -3185579.500000 Penalty: 11772.810547
	Iteration 84Q: 3 clusters Score -3185580 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -3185594.750000 Penalty: 11772.810547
	Iteration 85Q: 3 clusters Score -3185595 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -3185604.500000 Penalty: 11772.810547
	Iteration 86Q: 3 clusters Score -3185604 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -3185613.000000 Penalty: 11772.810547
	Iteration 87Q: 3 clusters Score -3185613 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -3185617.250000 Penalty: 11772.810547
	Iteration 88Q: 3 clusters Score -3185617 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -3185650.750000 Penalty: 11772.810547
	Iteration 89Q: 3 clusters Score -3185651 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -3185667.500000 Penalty: 11772.810547
	Iteration 90Q: 3 clusters Score -3185668 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -3185679.250000 Penalty: 11772.810547
	Iteration 91Q: 3 clusters Score -3185679 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -3185707.000000 Penalty: 11772.810547
	Iteration 92Q: 3 clusters Score -3185707 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -3185728.500000 Penalty: 11772.810547
	Iteration 93Q: 3 clusters Score -3185728 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -3185776.500000 Penalty: 11772.810547
	Iteration 94Q: 3 clusters Score -3185776 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -3185811.500000 Penalty: 11772.810547
	Iteration 95Q: 3 clusters Score -3185812 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -3185836.000000 Penalty: 11772.810547
	Iteration 96Q: 3 clusters Score -3185836 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -3185891.250000 Penalty: 11772.810547
	Iteration 97Q: 3 clusters Score -3185891 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -3185920.000000 Penalty: 11772.810547
	Iteration 98Q: 3 clusters Score -3185920 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -3185963.750000 Penalty: 11772.810547
	Iteration 99Q: 3 clusters Score -3185964 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -3186020.250000 Penalty: 11772.810547
	Iteration 100F: 3 clusters Score -3186020 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -3186082.000000 Penalty: 11772.810547
	Iteration 101Q: 3 clusters Score -3186082 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -3186101.250000 Penalty: 11772.810547
	Iteration 102Q: 3 clusters Score -3186101 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -3186147.000000 Penalty: 11772.810547
	Iteration 103Q: 3 clusters Score -3186147 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -3186198.500000 Penalty: 11772.810547
	Iteration 104Q: 3 clusters Score -3186198 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -3186244.500000 Penalty: 11772.810547
	Iteration 105Q: 3 clusters Score -3186244 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -3186294.250000 Penalty: 11772.810547
	Iteration 106Q: 3 clusters Score -3186294 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -3186348.250000 Penalty: 11772.810547
	Iteration 107Q: 3 clusters Score -3186348 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -3186374.250000 Penalty: 11772.810547
	Iteration 108Q: 3 clusters Score -3186374 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -3186396.250000 Penalty: 11772.810547
	Iteration 109Q: 3 clusters Score -3186396 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -3186427.250000 Penalty: 11772.810547
	Iteration 110Q: 3 clusters Score -3186427 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -3186453.000000 Penalty: 11772.810547
	Iteration 111Q: 3 clusters Score -3186453 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -3186492.250000 Penalty: 11772.810547
	Iteration 112Q: 3 clusters Score -3186492 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -3186524.000000 Penalty: 11772.810547
	Iteration 113Q: 3 clusters Score -3186524 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -3186557.500000 Penalty: 11772.810547
	Iteration 114Q: 3 clusters Score -3186558 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -3186588.750000 Penalty: 11772.810547
	Iteration 115Q: 3 clusters Score -3186589 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -3186635.500000 Penalty: 11772.810547
	Iteration 116Q: 3 clusters Score -3186636 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -3186661.250000 Penalty: 11772.810547
	Iteration 117Q: 3 clusters Score -3186661 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -3186695.000000 Penalty: 11772.810547
	Iteration 118Q: 3 clusters Score -3186695 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -3186715.500000 Penalty: 11772.810547
	Iteration 119Q: 3 clusters Score -3186716 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -3186730.500000 Penalty: 11772.810547
	Iteration 120F: 3 clusters Score -3186730 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -3186748.750000 Penalty: 11772.810547
	Iteration 121Q: 3 clusters Score -3186749 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -3186756.000000 Penalty: 11772.810547
	Iteration 122Q: 3 clusters Score -3186756 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -3186775.750000 Penalty: 11772.810547
	Iteration 123Q: 3 clusters Score -3186776 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -3186783.000000 Penalty: 11772.810547
	Iteration 124Q: 3 clusters Score -3186783 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -3186788.750000 Penalty: 11772.810547
	Iteration 125Q: 3 clusters Score -3186789 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -3186795.500000 Penalty: 11772.810547
	Iteration 126Q: 3 clusters Score -3186796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -3186797.500000 Penalty: 11772.810547
	Iteration 127Q: 3 clusters Score -3186798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -3186803.000000 Penalty: 11772.810547
	Iteration 128Q: 3 clusters Score -3186803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -3186802.250000 Penalty: 11772.810547
	Iteration 129Q: 3 clusters Score -3186802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -3186804.000000 Penalty: 11772.810547
	Iteration 130Q: 3 clusters Score -3186804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -3186804.000000 Penalty: 11772.810547
	Iteration 131Q: 3 clusters Score -3186804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -3186805.250000 Penalty: 11772.810547
	Iteration 132Q: 3 clusters Score -3186805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -3186806.750000 Penalty: 11772.810547
	Iteration 133Q: 3 clusters Score -3186807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -3186807.500000 Penalty: 11772.810547
	Iteration 134Q: 3 clusters Score -3186808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -3186805.500000 Penalty: 11772.810547
	Iteration 135Q: 3 clusters Score -3186806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -3186812.500000 Penalty: 11772.810547
	Iteration 136Q: 3 clusters Score -3186812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -3186810.750000 Penalty: 11772.810547
	Iteration 137Q: 3 clusters Score -3186811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -3186808.750000 Penalty: 11772.810547
	Iteration 138Q: 3 clusters Score -3186809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -3186808.750000 Penalty: 11772.810547
	Iteration 139F: 3 clusters Score -3186809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Entering Unmasked Estep 
Score: -177541.656250 Penalty: 4193.752441
	Iteration 0F: 2 clusters Score -177541.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -173805.812500 Penalty: 8387.504883
	Iteration 0F: 3 clusters Score -173805.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -174407.250000 Penalty: 8387.504883
	Iteration 1F: 3 clusters Score -174407.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -174792.609375 Penalty: 8387.504883
	Iteration 2F: 3 clusters Score -174792.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -175185.078125 Penalty: 8387.504883
	Iteration 3Q: 3 clusters Score -175185.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -175561.453125 Penalty: 8387.504883
	Iteration 4Q: 3 clusters Score -175561.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -175753.859375 Penalty: 8387.504883
	Iteration 5Q: 3 clusters Score -175753.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -175910.828125 Penalty: 8387.504883
	Iteration 6Q: 3 clusters Score -175910.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -176040.812500 Penalty: 8387.504883
	Iteration 7Q: 3 clusters Score -176040.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -176108.671875 Penalty: 8387.504883
	Iteration 8Q: 3 clusters Score -176108.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -176128.843750 Penalty: 8387.504883
	Iteration 9Q: 3 clusters Score -176128.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -176154.625000 Penalty: 8387.504883
	Iteration 10Q: 3 clusters Score -176154.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -176171.671875 Penalty: 8387.504883
	Iteration 11Q: 3 clusters Score -176171.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -176182.656250 Penalty: 8387.504883
	Iteration 12Q: 3 clusters Score -176182.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -176186.859375 Penalty: 8387.504883
	Iteration 13Q: 3 clusters Score -176186.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -176189.609375 Penalty: 8387.504883
	Iteration 14Q: 3 clusters Score -176189.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -176189.609375 Penalty: 8387.504883
	Iteration 15F: 3 clusters Score -176189.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (60882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60882 members 
Entering Unmasked Estep 
Score: -13687843.000000 Penalty: 6747.724609
	Iteration 0F: 2 clusters Score -1.368784e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30302 members 
Mstep: Class 2 contains 30580 members 
Entering Unmasked Estep 
Score: -13645042.000000 Penalty: 13495.449219
	Iteration 0F: 3 clusters Score -1.364504e+07 nChanged 27092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29608 members 
Mstep: Class 2 contains 31274 members 
Entering Unmasked Estep 
Score: -13659639.000000 Penalty: 13495.449219
	Iteration 1F: 3 clusters Score -1.365964e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29106 members 
Mstep: Class 2 contains 31776 members 
Entering Unmasked Estep 
Score: -13660597.000000 Penalty: 13495.449219
	Iteration 2Q: 3 clusters Score -1.36606e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28436 members 
Mstep: Class 2 contains 32446 members 
Entering Unmasked Estep 
Score: -13661396.000000 Penalty: 13495.449219
	Iteration 3Q: 3 clusters Score -1.36614e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 33350 members 
Entering Unmasked Estep 
Score: -13662121.000000 Penalty: 13495.449219
	Iteration 4Q: 3 clusters Score -1.366212e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 34510 members 
Entering Unmasked Estep 
Score: -13662776.000000 Penalty: 13495.449219
	Iteration 5Q: 3 clusters Score -1.366278e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 36021 members 
Entering Unmasked Estep 
Score: -13663495.000000 Penalty: 13495.449219
	Iteration 6Q: 3 clusters Score -1.36635e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 37952 members 
Entering Unmasked Estep 
Score: -13664382.000000 Penalty: 13495.449219
	Iteration 7Q: 3 clusters Score -1.366438e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 40364 members 
Entering Unmasked Estep 
Score: -13665678.000000 Penalty: 13495.449219
	Iteration 8Q: 3 clusters Score -1.366568e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 43494 members 
Entering Unmasked Estep 
Score: -13667528.000000 Penalty: 13495.449219
	Iteration 9F: 3 clusters Score -1.366753e+07 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 47154 members 
Entering Unmasked Estep 
Score: -13670081.000000 Penalty: 13495.449219
	Iteration 10F: 3 clusters Score -1.367008e+07 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 51151 members 
Entering Unmasked Estep 
Score: -13673468.000000 Penalty: 13495.449219
	Iteration 11F: 3 clusters Score -1.367347e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 54745 members 
Entering Unmasked Estep 
Score: -13676767.000000 Penalty: 13495.449219
	Iteration 12F: 3 clusters Score -1.367677e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 57262 members 
Entering Unmasked Estep 
Score: -13679048.000000 Penalty: 13495.449219
	Iteration 13Q: 3 clusters Score -1.367905e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 58710 members 
Entering Unmasked Estep 
Score: -13680289.000000 Penalty: 13495.449219
	Iteration 14Q: 3 clusters Score -1.368029e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 59449 members 
Entering Unmasked Estep 
Score: -13681024.000000 Penalty: 13495.449219
	Iteration 15Q: 3 clusters Score -1.368102e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 59770 members 
Entering Unmasked Estep 
Score: -13681346.000000 Penalty: 13495.449219
	Iteration 16Q: 3 clusters Score -1.368135e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 59941 members 
Entering Unmasked Estep 
Score: -13681550.000000 Penalty: 13495.449219
	Iteration 17Q: 3 clusters Score -1.368155e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 60048 members 
Entering Unmasked Estep 
Score: -13681671.000000 Penalty: 13495.449219
	Iteration 18Q: 3 clusters Score -1.368167e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 60103 members 
Entering Unmasked Estep 
Score: -13681759.000000 Penalty: 13495.449219
	Iteration 19Q: 3 clusters Score -1.368176e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 60138 members 
Entering Unmasked Estep 
Score: -13681797.000000 Penalty: 13495.449219
	Iteration 20F: 3 clusters Score -1.36818e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 60163 members 
Entering Unmasked Estep 
Score: -13681831.000000 Penalty: 13495.449219
	Iteration 21Q: 3 clusters Score -1.368183e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 60190 members 
Entering Unmasked Estep 
Score: -13681866.000000 Penalty: 13495.449219
	Iteration 22Q: 3 clusters Score -1.368187e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 60203 members 
Entering Unmasked Estep 
Score: -13681898.000000 Penalty: 13495.449219
	Iteration 23Q: 3 clusters Score -1.36819e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 60214 members 
Entering Unmasked Estep 
Score: -13681897.000000 Penalty: 13495.449219
	Iteration 24Q: 3 clusters Score -1.36819e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 60222 members 
Entering Unmasked Estep 
Score: -13681904.000000 Penalty: 13495.449219
	Iteration 25Q: 3 clusters Score -1.36819e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 60222 members 
Entering Unmasked Estep 
Score: -13681903.000000 Penalty: 13495.449219
	Iteration 26Q: 3 clusters Score -1.36819e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 60221 members 
Entering Unmasked Estep 
Score: -13681896.000000 Penalty: 13495.449219
	Iteration 27Q: 3 clusters Score -1.36819e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 60221 members 
Entering Unmasked Estep 
Score: -13681896.000000 Penalty: 13495.449219
	Iteration 28F: 3 clusters Score -1.36819e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Entering Unmasked Estep 
Score: -2077868.875000 Penalty: 5592.919434
	Iteration 0F: 2 clusters Score -2077869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -2068110.125000 Penalty: 11185.838867
	Iteration 0F: 3 clusters Score -2068110 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -2070135.875000 Penalty: 11185.838867
	Iteration 1F: 3 clusters Score -2070136 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -2070551.875000 Penalty: 11185.838867
	Iteration 2F: 3 clusters Score -2070552 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -2070817.750000 Penalty: 11185.838867
	Iteration 3Q: 3 clusters Score -2070818 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -2070997.125000 Penalty: 11185.838867
	Iteration 4Q: 3 clusters Score -2070997 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -2071123.125000 Penalty: 11185.838867
	Iteration 5Q: 3 clusters Score -2071123 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -2071215.250000 Penalty: 11185.838867
	Iteration 6Q: 3 clusters Score -2071215 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -2071268.875000 Penalty: 11185.838867
	Iteration 7Q: 3 clusters Score -2071269 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -2071324.500000 Penalty: 11185.838867
	Iteration 8Q: 3 clusters Score -2071324 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -2071363.000000 Penalty: 11185.838867
	Iteration 9Q: 3 clusters Score -2071363 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -2071407.625000 Penalty: 11185.838867
	Iteration 10Q: 3 clusters Score -2071408 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -2071434.875000 Penalty: 11185.838867
	Iteration 11Q: 3 clusters Score -2071435 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -2071453.750000 Penalty: 11185.838867
	Iteration 12Q: 3 clusters Score -2071454 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -2071464.625000 Penalty: 11185.838867
	Iteration 13Q: 3 clusters Score -2071465 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -2071474.625000 Penalty: 11185.838867
	Iteration 14Q: 3 clusters Score -2071475 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -2071486.125000 Penalty: 11185.838867
	Iteration 15Q: 3 clusters Score -2071486 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -2071500.125000 Penalty: 11185.838867
	Iteration 16Q: 3 clusters Score -2071500 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -2071512.625000 Penalty: 11185.838867
	Iteration 17Q: 3 clusters Score -2071513 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -2071516.625000 Penalty: 11185.838867
	Iteration 18Q: 3 clusters Score -2071517 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -2071533.250000 Penalty: 11185.838867
	Iteration 19Q: 3 clusters Score -2071533 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -2071544.125000 Penalty: 11185.838867
	Iteration 20F: 3 clusters Score -2071544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -2071548.250000 Penalty: 11185.838867
	Iteration 21Q: 3 clusters Score -2071548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -2071553.625000 Penalty: 11185.838867
	Iteration 22Q: 3 clusters Score -2071554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -2071556.125000 Penalty: 11185.838867
	Iteration 23Q: 3 clusters Score -2071556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -2071556.500000 Penalty: 11185.838867
	Iteration 24Q: 3 clusters Score -2071556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -2071563.875000 Penalty: 11185.838867
	Iteration 25Q: 3 clusters Score -2071564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -2071574.000000 Penalty: 11185.838867
	Iteration 26Q: 3 clusters Score -2071574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -2071570.625000 Penalty: 11185.838867
	Iteration 27Q: 3 clusters Score -2071571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -2071569.625000 Penalty: 11185.838867
	Iteration 28Q: 3 clusters Score -2071570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -2071574.250000 Penalty: 11185.838867
	Iteration 29Q: 3 clusters Score -2071574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -2071573.000000 Penalty: 11185.838867
	Iteration 30Q: 3 clusters Score -2071573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -2071578.000000 Penalty: 11185.838867
	Iteration 31Q: 3 clusters Score -2071578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -2071581.500000 Penalty: 11185.838867
	Iteration 32Q: 3 clusters Score -2071582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -2071583.000000 Penalty: 11185.838867
	Iteration 33Q: 3 clusters Score -2071583 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -2071589.125000 Penalty: 11185.838867
	Iteration 34Q: 3 clusters Score -2071589 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -2071596.500000 Penalty: 11185.838867
	Iteration 35Q: 3 clusters Score -2071596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -2071604.375000 Penalty: 11185.838867
	Iteration 36Q: 3 clusters Score -2071604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -2071609.125000 Penalty: 11185.838867
	Iteration 37Q: 3 clusters Score -2071609 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -2071612.875000 Penalty: 11185.838867
	Iteration 38Q: 3 clusters Score -2071613 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -2071617.875000 Penalty: 11185.838867
	Iteration 39Q: 3 clusters Score -2071618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -2071621.375000 Penalty: 11185.838867
	Iteration 40F: 3 clusters Score -2071621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -2071623.500000 Penalty: 11185.838867
	Iteration 41Q: 3 clusters Score -2071624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -2071629.375000 Penalty: 11185.838867
	Iteration 42Q: 3 clusters Score -2071629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -2071636.250000 Penalty: 11185.838867
	Iteration 43Q: 3 clusters Score -2071636 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -2071641.125000 Penalty: 11185.838867
	Iteration 44Q: 3 clusters Score -2071641 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -2071645.875000 Penalty: 11185.838867
	Iteration 45Q: 3 clusters Score -2071646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -2071648.625000 Penalty: 11185.838867
	Iteration 46Q: 3 clusters Score -2071649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -2071649.875000 Penalty: 11185.838867
	Iteration 47Q: 3 clusters Score -2071650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -2071651.750000 Penalty: 11185.838867
	Iteration 48Q: 3 clusters Score -2071652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -2071655.000000 Penalty: 11185.838867
	Iteration 49Q: 3 clusters Score -2071655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -2071656.625000 Penalty: 11185.838867
	Iteration 50Q: 3 clusters Score -2071657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -2071661.875000 Penalty: 11185.838867
	Iteration 51Q: 3 clusters Score -2071662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -2071662.750000 Penalty: 11185.838867
	Iteration 52Q: 3 clusters Score -2071663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -2071666.500000 Penalty: 11185.838867
	Iteration 53Q: 3 clusters Score -2071666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -2071668.250000 Penalty: 11185.838867
	Iteration 54Q: 3 clusters Score -2071668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -2071668.250000 Penalty: 11185.838867
	Iteration 55F: 3 clusters Score -2071668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (60541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60541 members 
Entering Unmasked Estep 
Score: -13502231.000000 Penalty: 6744.284180
	Iteration 0F: 2 clusters Score -1.350223e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30216 members 
Mstep: Class 2 contains 30325 members 
Entering Unmasked Estep 
Score: -13459365.000000 Penalty: 13488.568359
	Iteration 0F: 3 clusters Score -1.345936e+07 nChanged 26983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29873 members 
Mstep: Class 2 contains 30668 members 
Entering Unmasked Estep 
Score: -13474114.000000 Penalty: 13488.568359
	Iteration 1F: 3 clusters Score -1.347411e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29683 members 
Mstep: Class 2 contains 30858 members 
Entering Unmasked Estep 
Score: -13475325.000000 Penalty: 13488.568359
	Iteration 2Q: 3 clusters Score -1.347532e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29265 members 
Mstep: Class 2 contains 31276 members 
Entering Unmasked Estep 
Score: -13476816.000000 Penalty: 13488.568359
	Iteration 3Q: 3 clusters Score -1.347682e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28622 members 
Mstep: Class 2 contains 31919 members 
Entering Unmasked Estep 
Score: -13478641.000000 Penalty: 13488.568359
	Iteration 4F: 3 clusters Score -1.347864e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Mstep: Class 2 contains 32964 members 
Entering Unmasked Estep 
Score: -13480984.000000 Penalty: 13488.568359
	Iteration 5F: 3 clusters Score -1.348098e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26149 members 
Mstep: Class 2 contains 34392 members 
Entering Unmasked Estep 
Score: -13483766.000000 Penalty: 13488.568359
	Iteration 6F: 3 clusters Score -1.348377e+07 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24535 members 
Mstep: Class 2 contains 36006 members 
Entering Unmasked Estep 
Score: -13486824.000000 Penalty: 13488.568359
	Iteration 7F: 3 clusters Score -1.348682e+07 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 37365 members 
Entering Unmasked Estep 
Score: -13489644.000000 Penalty: 13488.568359
	Iteration 8F: 3 clusters Score -1.348964e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 38260 members 
Entering Unmasked Estep 
Score: -13491910.000000 Penalty: 13488.568359
	Iteration 9F: 3 clusters Score -1.349191e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 38688 members 
Entering Unmasked Estep 
Score: -13493722.000000 Penalty: 13488.568359
	Iteration 10Q: 3 clusters Score -1.349372e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 38788 members 
Entering Unmasked Estep 
Score: -13495032.000000 Penalty: 13488.568359
	Iteration 11Q: 3 clusters Score -1.349503e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 38643 members 
Entering Unmasked Estep 
Score: -13495792.000000 Penalty: 13488.568359
	Iteration 12Q: 3 clusters Score -1.349579e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 38377 members 
Entering Unmasked Estep 
Score: -13496373.000000 Penalty: 13488.568359
	Iteration 13Q: 3 clusters Score -1.349637e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 38093 members 
Entering Unmasked Estep 
Score: -13496654.000000 Penalty: 13488.568359
	Iteration 14Q: 3 clusters Score -1.349665e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 37793 members 
Entering Unmasked Estep 
Score: -13496857.000000 Penalty: 13488.568359
	Iteration 15Q: 3 clusters Score -1.349686e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 37566 members 
Entering Unmasked Estep 
Score: -13496874.000000 Penalty: 13488.568359
	Iteration 16Q: 3 clusters Score -1.349687e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 37342 members 
Entering Unmasked Estep 
Score: -13497049.000000 Penalty: 13488.568359
	Iteration 17Q: 3 clusters Score -1.349705e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 37116 members 
Entering Unmasked Estep 
Score: -13497075.000000 Penalty: 13488.568359
	Iteration 18Q: 3 clusters Score -1.349708e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 36885 members 
Entering Unmasked Estep 
Score: -13497153.000000 Penalty: 13488.568359
	Iteration 19Q: 3 clusters Score -1.349715e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 36658 members 
Entering Unmasked Estep 
Score: -13497162.000000 Penalty: 13488.568359
	Iteration 20F: 3 clusters Score -1.349716e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 36422 members 
Entering Unmasked Estep 
Score: -13497219.000000 Penalty: 13488.568359
	Iteration 21Q: 3 clusters Score -1.349722e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 36152 members 
Entering Unmasked Estep 
Score: -13497306.000000 Penalty: 13488.568359
	Iteration 22Q: 3 clusters Score -1.349731e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 35869 members 
Entering Unmasked Estep 
Score: -13497350.000000 Penalty: 13488.568359
	Iteration 23Q: 3 clusters Score -1.349735e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 35604 members 
Entering Unmasked Estep 
Score: -13497433.000000 Penalty: 13488.568359
	Iteration 24Q: 3 clusters Score -1.349743e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 35326 members 
Entering Unmasked Estep 
Score: -13497538.000000 Penalty: 13488.568359
	Iteration 25Q: 3 clusters Score -1.349754e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 35009 members 
Entering Unmasked Estep 
Score: -13497624.000000 Penalty: 13488.568359
	Iteration 26Q: 3 clusters Score -1.349762e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
Mstep: Class 2 contains 34635 members 
Entering Unmasked Estep 
Score: -13497700.000000 Penalty: 13488.568359
	Iteration 27Q: 3 clusters Score -1.34977e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26315 members 
Mstep: Class 2 contains 34226 members 
Entering Unmasked Estep 
Score: -13497869.000000 Penalty: 13488.568359
	Iteration 28Q: 3 clusters Score -1.349787e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26720 members 
Mstep: Class 2 contains 33821 members 
Entering Unmasked Estep 
Score: -13497978.000000 Penalty: 13488.568359
	Iteration 29Q: 3 clusters Score -1.349798e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 33405 members 
Entering Unmasked Estep 
Score: -13498073.000000 Penalty: 13488.568359
	Iteration 30Q: 3 clusters Score -1.349807e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27560 members 
Mstep: Class 2 contains 32981 members 
Entering Unmasked Estep 
Score: -13498242.000000 Penalty: 13488.568359
	Iteration 31Q: 3 clusters Score -1.349824e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 32574 members 
Entering Unmasked Estep 
Score: -13498334.000000 Penalty: 13488.568359
	Iteration 32Q: 3 clusters Score -1.349833e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28343 members 
Mstep: Class 2 contains 32198 members 
Entering Unmasked Estep 
Score: -13498430.000000 Penalty: 13488.568359
	Iteration 33Q: 3 clusters Score -1.349843e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28693 members 
Mstep: Class 2 contains 31848 members 
Entering Unmasked Estep 
Score: -13498466.000000 Penalty: 13488.568359
	Iteration 34Q: 3 clusters Score -1.349847e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 31528 members 
Entering Unmasked Estep 
Score: -13498521.000000 Penalty: 13488.568359
	Iteration 35Q: 3 clusters Score -1.349852e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29311 members 
Mstep: Class 2 contains 31230 members 
Entering Unmasked Estep 
Score: -13498589.000000 Penalty: 13488.568359
	Iteration 36Q: 3 clusters Score -1.349859e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29578 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -13498655.000000 Penalty: 13488.568359
	Iteration 37Q: 3 clusters Score -1.349866e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29833 members 
Mstep: Class 2 contains 30708 members 
Entering Unmasked Estep 
Score: -13498672.000000 Penalty: 13488.568359
	Iteration 38Q: 3 clusters Score -1.349867e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 30472 members 
Entering Unmasked Estep 
Score: -13498696.000000 Penalty: 13488.568359
	Iteration 39Q: 3 clusters Score -1.34987e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30279 members 
Mstep: Class 2 contains 30262 members 
Entering Unmasked Estep 
Score: -13498736.000000 Penalty: 13488.568359
	Iteration 40F: 3 clusters Score -1.349874e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 30057 members 
Entering Unmasked Estep 
Score: -13498764.000000 Penalty: 13488.568359
	Iteration 41Q: 3 clusters Score -1.349876e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30671 members 
Mstep: Class 2 contains 29870 members 
Entering Unmasked Estep 
Score: -13498797.000000 Penalty: 13488.568359
	Iteration 42Q: 3 clusters Score -1.34988e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30858 members 
Mstep: Class 2 contains 29683 members 
Entering Unmasked Estep 
Score: -13498780.000000 Penalty: 13488.568359
	Iteration 43Q: 3 clusters Score -1.349878e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 29524 members 
Entering Unmasked Estep 
Score: -13498792.000000 Penalty: 13488.568359
	Iteration 44Q: 3 clusters Score -1.349879e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31188 members 
Mstep: Class 2 contains 29353 members 
Entering Unmasked Estep 
Score: -13498815.000000 Penalty: 13488.568359
	Iteration 45Q: 3 clusters Score -1.349882e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31370 members 
Mstep: Class 2 contains 29171 members 
Entering Unmasked Estep 
Score: -13498856.000000 Penalty: 13488.568359
	Iteration 46Q: 3 clusters Score -1.349886e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 28997 members 
Entering Unmasked Estep 
Score: -13498884.000000 Penalty: 13488.568359
	Iteration 47Q: 3 clusters Score -1.349888e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31699 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -13498888.000000 Penalty: 13488.568359
	Iteration 48Q: 3 clusters Score -1.349889e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31840 members 
Mstep: Class 2 contains 28701 members 
Entering Unmasked Estep 
Score: -13498937.000000 Penalty: 13488.568359
	Iteration 49Q: 3 clusters Score -1.349894e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31976 members 
Mstep: Class 2 contains 28565 members 
Entering Unmasked Estep 
Score: -13498938.000000 Penalty: 13488.568359
	Iteration 50Q: 3 clusters Score -1.349894e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32094 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -13498929.000000 Penalty: 13488.568359
	Iteration 51Q: 3 clusters Score -1.349893e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32189 members 
Mstep: Class 2 contains 28352 members 
Entering Unmasked Estep 
Score: -13498933.000000 Penalty: 13488.568359
	Iteration 52Q: 3 clusters Score -1.349893e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32295 members 
Mstep: Class 2 contains 28246 members 
Entering Unmasked Estep 
Score: -13498945.000000 Penalty: 13488.568359
	Iteration 53Q: 3 clusters Score -1.349894e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32399 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
Score: -13498952.000000 Penalty: 13488.568359
	Iteration 54Q: 3 clusters Score -1.349895e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32495 members 
Mstep: Class 2 contains 28046 members 
Entering Unmasked Estep 
Score: -13498962.000000 Penalty: 13488.568359
	Iteration 55Q: 3 clusters Score -1.349896e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32585 members 
Mstep: Class 2 contains 27956 members 
Entering Unmasked Estep 
Score: -13498947.000000 Penalty: 13488.568359
	Iteration 56Q: 3 clusters Score -1.349895e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32667 members 
Mstep: Class 2 contains 27874 members 
Entering Unmasked Estep 
Score: -13498974.000000 Penalty: 13488.568359
	Iteration 57Q: 3 clusters Score -1.349897e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32750 members 
Mstep: Class 2 contains 27791 members 
Entering Unmasked Estep 
Score: -13498991.000000 Penalty: 13488.568359
	Iteration 58Q: 3 clusters Score -1.349899e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32838 members 
Mstep: Class 2 contains 27703 members 
Entering Unmasked Estep 
Score: -13498992.000000 Penalty: 13488.568359
	Iteration 59Q: 3 clusters Score -1.349899e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32915 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
Score: -13499001.000000 Penalty: 13488.568359
	Iteration 60F: 3 clusters Score -1.3499e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32985 members 
Mstep: Class 2 contains 27556 members 
Entering Unmasked Estep 
Score: -13498999.000000 Penalty: 13488.568359
	Iteration 61Q: 3 clusters Score -1.3499e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33054 members 
Mstep: Class 2 contains 27487 members 
Entering Unmasked Estep 
Score: -13498986.000000 Penalty: 13488.568359
	Iteration 62Q: 3 clusters Score -1.349899e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33126 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -13499003.000000 Penalty: 13488.568359
	Iteration 63Q: 3 clusters Score -1.3499e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33197 members 
Mstep: Class 2 contains 27344 members 
Entering Unmasked Estep 
Score: -13499021.000000 Penalty: 13488.568359
	Iteration 64Q: 3 clusters Score -1.349902e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33252 members 
Mstep: Class 2 contains 27289 members 
Entering Unmasked Estep 
Score: -13499028.000000 Penalty: 13488.568359
	Iteration 65Q: 3 clusters Score -1.349903e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33321 members 
Mstep: Class 2 contains 27220 members 
Entering Unmasked Estep 
Score: -13499040.000000 Penalty: 13488.568359
	Iteration 66Q: 3 clusters Score -1.349904e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33379 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -13499038.000000 Penalty: 13488.568359
	Iteration 67Q: 3 clusters Score -1.349904e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33428 members 
Mstep: Class 2 contains 27113 members 
Entering Unmasked Estep 
Score: -13499053.000000 Penalty: 13488.568359
	Iteration 68Q: 3 clusters Score -1.349905e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33467 members 
Mstep: Class 2 contains 27074 members 
Entering Unmasked Estep 
Score: -13499048.000000 Penalty: 13488.568359
	Iteration 69Q: 3 clusters Score -1.349905e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33506 members 
Mstep: Class 2 contains 27035 members 
Entering Unmasked Estep 
Score: -13499068.000000 Penalty: 13488.568359
	Iteration 70Q: 3 clusters Score -1.349907e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33543 members 
Mstep: Class 2 contains 26998 members 
Entering Unmasked Estep 
Score: -13499052.000000 Penalty: 13488.568359
	Iteration 71Q: 3 clusters Score -1.349905e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33569 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -13499056.000000 Penalty: 13488.568359
	Iteration 72Q: 3 clusters Score -1.349906e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33603 members 
Mstep: Class 2 contains 26938 members 
Entering Unmasked Estep 
Score: -13499040.000000 Penalty: 13488.568359
	Iteration 73Q: 3 clusters Score -1.349904e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33643 members 
Mstep: Class 2 contains 26898 members 
Entering Unmasked Estep 
Score: -13499025.000000 Penalty: 13488.568359
	Iteration 74Q: 3 clusters Score -1.349902e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33681 members 
Mstep: Class 2 contains 26860 members 
Entering Unmasked Estep 
Score: -13499021.000000 Penalty: 13488.568359
	Iteration 75Q: 3 clusters Score -1.349902e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33721 members 
Mstep: Class 2 contains 26820 members 
Entering Unmasked Estep 
Score: -13499044.000000 Penalty: 13488.568359
	Iteration 76Q: 3 clusters Score -1.349904e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33767 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -13499050.000000 Penalty: 13488.568359
	Iteration 77Q: 3 clusters Score -1.349905e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33808 members 
Mstep: Class 2 contains 26733 members 
Entering Unmasked Estep 
Score: -13499049.000000 Penalty: 13488.568359
	Iteration 78Q: 3 clusters Score -1.349905e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33848 members 
Mstep: Class 2 contains 26693 members 
Entering Unmasked Estep 
Score: -13499044.000000 Penalty: 13488.568359
	Iteration 79Q: 3 clusters Score -1.349904e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33876 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -13499064.000000 Penalty: 13488.568359
	Iteration 80F: 3 clusters Score -1.349906e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33904 members 
Mstep: Class 2 contains 26637 members 
Entering Unmasked Estep 
Score: -13499072.000000 Penalty: 13488.568359
	Iteration 81Q: 3 clusters Score -1.349907e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33931 members 
Mstep: Class 2 contains 26610 members 
Entering Unmasked Estep 
Score: -13499087.000000 Penalty: 13488.568359
	Iteration 82Q: 3 clusters Score -1.349909e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33962 members 
Mstep: Class 2 contains 26579 members 
Entering Unmasked Estep 
Score: -13499105.000000 Penalty: 13488.568359
	Iteration 83Q: 3 clusters Score -1.34991e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33987 members 
Mstep: Class 2 contains 26554 members 
Entering Unmasked Estep 
Score: -13499097.000000 Penalty: 13488.568359
	Iteration 84Q: 3 clusters Score -1.34991e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34010 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -13499087.000000 Penalty: 13488.568359
	Iteration 85Q: 3 clusters Score -1.349909e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34032 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
Score: -13499086.000000 Penalty: 13488.568359
	Iteration 86Q: 3 clusters Score -1.349909e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34052 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
Score: -13499089.000000 Penalty: 13488.568359
	Iteration 87Q: 3 clusters Score -1.349909e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34080 members 
Mstep: Class 2 contains 26461 members 
Entering Unmasked Estep 
Score: -13499082.000000 Penalty: 13488.568359
	Iteration 88Q: 3 clusters Score -1.349908e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34104 members 
Mstep: Class 2 contains 26437 members 
Entering Unmasked Estep 
Score: -13499109.000000 Penalty: 13488.568359
	Iteration 89Q: 3 clusters Score -1.349911e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34117 members 
Mstep: Class 2 contains 26424 members 
Entering Unmasked Estep 
Score: -13499086.000000 Penalty: 13488.568359
	Iteration 90Q: 3 clusters Score -1.349909e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34129 members 
Mstep: Class 2 contains 26412 members 
Entering Unmasked Estep 
Score: -13499097.000000 Penalty: 13488.568359
	Iteration 91Q: 3 clusters Score -1.34991e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34134 members 
Mstep: Class 2 contains 26407 members 
Entering Unmasked Estep 
Score: -13499089.000000 Penalty: 13488.568359
	Iteration 92Q: 3 clusters Score -1.349909e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34141 members 
Mstep: Class 2 contains 26400 members 
Entering Unmasked Estep 
Score: -13499086.000000 Penalty: 13488.568359
	Iteration 93Q: 3 clusters Score -1.349909e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -13499099.000000 Penalty: 13488.568359
	Iteration 94Q: 3 clusters Score -1.34991e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34157 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -13499096.000000 Penalty: 13488.568359
	Iteration 95Q: 3 clusters Score -1.34991e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34165 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -13499092.000000 Penalty: 13488.568359
	Iteration 96Q: 3 clusters Score -1.349909e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34175 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -13499107.000000 Penalty: 13488.568359
	Iteration 97Q: 3 clusters Score -1.349911e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34187 members 
Mstep: Class 2 contains 26354 members 
Entering Unmasked Estep 
Score: -13499092.000000 Penalty: 13488.568359
	Iteration 98Q: 3 clusters Score -1.349909e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34197 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
Score: -13499116.000000 Penalty: 13488.568359
	Iteration 99Q: 3 clusters Score -1.349912e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34208 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -13499095.000000 Penalty: 13488.568359
	Iteration 100F: 3 clusters Score -1.34991e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34213 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -13499109.000000 Penalty: 13488.568359
	Iteration 101Q: 3 clusters Score -1.349911e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34220 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -13499116.000000 Penalty: 13488.568359
	Iteration 102Q: 3 clusters Score -1.349912e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 26314 members 
Entering Unmasked Estep 
Score: -13499116.000000 Penalty: 13488.568359
	Iteration 103Q: 3 clusters Score -1.349912e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34234 members 
Mstep: Class 2 contains 26307 members 
Entering Unmasked Estep 
Score: -13499120.000000 Penalty: 13488.568359
	Iteration 104Q: 3 clusters Score -1.349912e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34244 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -13499117.000000 Penalty: 13488.568359
	Iteration 105Q: 3 clusters Score -1.349912e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34254 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -13499123.000000 Penalty: 13488.568359
	Iteration 106Q: 3 clusters Score -1.349912e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34268 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -13499114.000000 Penalty: 13488.568359
	Iteration 107Q: 3 clusters Score -1.349911e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34276 members 
Mstep: Class 2 contains 26265 members 
Entering Unmasked Estep 
Score: -13499112.000000 Penalty: 13488.568359
	Iteration 108Q: 3 clusters Score -1.349911e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34282 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -13499114.000000 Penalty: 13488.568359
	Iteration 109Q: 3 clusters Score -1.349911e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -13499109.000000 Penalty: 13488.568359
	Iteration 110Q: 3 clusters Score -1.349911e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34298 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -13499130.000000 Penalty: 13488.568359
	Iteration 111Q: 3 clusters Score -1.349913e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34308 members 
Mstep: Class 2 contains 26233 members 
Entering Unmasked Estep 
Score: -13499136.000000 Penalty: 13488.568359
	Iteration 112Q: 3 clusters Score -1.349914e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34316 members 
Mstep: Class 2 contains 26225 members 
Entering Unmasked Estep 
Score: -13499144.000000 Penalty: 13488.568359
	Iteration 113Q: 3 clusters Score -1.349914e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34318 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -13499147.000000 Penalty: 13488.568359
	Iteration 114Q: 3 clusters Score -1.349915e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -13499130.000000 Penalty: 13488.568359
	Iteration 115Q: 3 clusters Score -1.349913e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34323 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -13499136.000000 Penalty: 13488.568359
	Iteration 116Q: 3 clusters Score -1.349914e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34324 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -13499134.000000 Penalty: 13488.568359
	Iteration 117Q: 3 clusters Score -1.349913e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34326 members 
Mstep: Class 2 contains 26215 members 
Entering Unmasked Estep 
Score: -13499132.000000 Penalty: 13488.568359
	Iteration 118Q: 3 clusters Score -1.349913e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34329 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
Score: -13499136.000000 Penalty: 13488.568359
	Iteration 119Q: 3 clusters Score -1.349914e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34331 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -13499132.000000 Penalty: 13488.568359
	Iteration 120F: 3 clusters Score -1.349913e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34333 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
Score: -13499134.000000 Penalty: 13488.568359
	Iteration 121Q: 3 clusters Score -1.349913e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34334 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -13499125.000000 Penalty: 13488.568359
	Iteration 122Q: 3 clusters Score -1.349912e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34335 members 
Mstep: Class 2 contains 26206 members 
Entering Unmasked Estep 
Score: -13499128.000000 Penalty: 13488.568359
	Iteration 123Q: 3 clusters Score -1.349913e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34335 members 
Mstep: Class 2 contains 26206 members 
Entering Unmasked Estep 
Score: -13499128.000000 Penalty: 13488.568359
	Iteration 124F: 3 clusters Score -1.349913e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (22313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22313 members 
Entering Unmasked Estep 
Score: -4762562.000000 Penalty: 6132.916504
	Iteration 0F: 2 clusters Score -4762562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -4744657.500000 Penalty: 12265.833008
	Iteration 0F: 3 clusters Score -4744658 nChanged 9178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -4749604.000000 Penalty: 12265.833008
	Iteration 1F: 3 clusters Score -4749604 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -4750711.000000 Penalty: 12265.833008
	Iteration 2F: 3 clusters Score -4750711 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -4751927.500000 Penalty: 12265.833008
	Iteration 3F: 3 clusters Score -4751928 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -4753254.000000 Penalty: 12265.833008
	Iteration 4F: 3 clusters Score -4753254 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -4754505.000000 Penalty: 12265.833008
	Iteration 5F: 3 clusters Score -4754505 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -4755741.000000 Penalty: 12265.833008
	Iteration 6F: 3 clusters Score -4755741 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -4756809.500000 Penalty: 12265.833008
	Iteration 7F: 3 clusters Score -4756810 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -4757541.000000 Penalty: 12265.833008
	Iteration 8Q: 3 clusters Score -4757541 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -4757997.000000 Penalty: 12265.833008
	Iteration 9Q: 3 clusters Score -4757997 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -4758266.000000 Penalty: 12265.833008
	Iteration 10Q: 3 clusters Score -4758266 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -4758431.000000 Penalty: 12265.833008
	Iteration 11Q: 3 clusters Score -4758431 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -4758549.000000 Penalty: 12265.833008
	Iteration 12Q: 3 clusters Score -4758549 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -4758618.500000 Penalty: 12265.833008
	Iteration 13Q: 3 clusters Score -4758618 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -4758663.500000 Penalty: 12265.833008
	Iteration 14Q: 3 clusters Score -4758664 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -4758698.500000 Penalty: 12265.833008
	Iteration 15Q: 3 clusters Score -4758698 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -4758731.500000 Penalty: 12265.833008
	Iteration 16Q: 3 clusters Score -4758732 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -4758754.500000 Penalty: 12265.833008
	Iteration 17Q: 3 clusters Score -4758754 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -4758774.500000 Penalty: 12265.833008
	Iteration 18Q: 3 clusters Score -4758774 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -4758793.500000 Penalty: 12265.833008
	Iteration 19Q: 3 clusters Score -4758794 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -4758799.000000 Penalty: 12265.833008
	Iteration 20F: 3 clusters Score -4758799 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -4758804.500000 Penalty: 12265.833008
	Iteration 21Q: 3 clusters Score -4758804 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -4758819.500000 Penalty: 12265.833008
	Iteration 22Q: 3 clusters Score -4758820 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -4758815.500000 Penalty: 12265.833008
	Iteration 23Q: 3 clusters Score -4758816 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -4758831.500000 Penalty: 12265.833008
	Iteration 24Q: 3 clusters Score -4758832 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -4758825.500000 Penalty: 12265.833008
	Iteration 25Q: 3 clusters Score -4758826 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -4758834.500000 Penalty: 12265.833008
	Iteration 26Q: 3 clusters Score -4758834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -4758832.000000 Penalty: 12265.833008
	Iteration 27Q: 3 clusters Score -4758832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -4758842.500000 Penalty: 12265.833008
	Iteration 28Q: 3 clusters Score -4758842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -4758851.500000 Penalty: 12265.833008
	Iteration 29Q: 3 clusters Score -4758852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -4758848.000000 Penalty: 12265.833008
	Iteration 30Q: 3 clusters Score -4758848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -4758849.500000 Penalty: 12265.833008
	Iteration 31Q: 3 clusters Score -4758850 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -4758863.000000 Penalty: 12265.833008
	Iteration 32Q: 3 clusters Score -4758863 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -4758872.000000 Penalty: 12265.833008
	Iteration 33Q: 3 clusters Score -4758872 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -4758869.000000 Penalty: 12265.833008
	Iteration 34Q: 3 clusters Score -4758869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -4758874.000000 Penalty: 12265.833008
	Iteration 35Q: 3 clusters Score -4758874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -4758871.000000 Penalty: 12265.833008
	Iteration 36Q: 3 clusters Score -4758871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -4758872.500000 Penalty: 12265.833008
	Iteration 37Q: 3 clusters Score -4758872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -4758869.000000 Penalty: 12265.833008
	Iteration 38Q: 3 clusters Score -4758869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -4758867.500000 Penalty: 12265.833008
	Iteration 39Q: 3 clusters Score -4758868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -4758869.500000 Penalty: 12265.833008
	Iteration 40F: 3 clusters Score -4758870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -4758855.500000 Penalty: 12265.833008
	Iteration 41Q: 3 clusters Score -4758856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -4758862.000000 Penalty: 12265.833008
	Iteration 42Q: 3 clusters Score -4758862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -4758860.500000 Penalty: 12265.833008
	Iteration 43Q: 3 clusters Score -4758860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -4758861.500000 Penalty: 12265.833008
	Iteration 44Q: 3 clusters Score -4758862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -4758871.500000 Penalty: 12265.833008
	Iteration 45Q: 3 clusters Score -4758872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -4758869.000000 Penalty: 12265.833008
	Iteration 46Q: 3 clusters Score -4758869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -4758879.000000 Penalty: 12265.833008
	Iteration 47Q: 3 clusters Score -4758879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -4758880.000000 Penalty: 12265.833008
	Iteration 48Q: 3 clusters Score -4758880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -4758882.000000 Penalty: 12265.833008
	Iteration 49Q: 3 clusters Score -4758882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -4758880.000000 Penalty: 12265.833008
	Iteration 50Q: 3 clusters Score -4758880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -4758880.000000 Penalty: 12265.833008
	Iteration 51Q: 3 clusters Score -4758880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -4758881.000000 Penalty: 12265.833008
	Iteration 52Q: 3 clusters Score -4758881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -4758879.500000 Penalty: 12265.833008
	Iteration 53Q: 3 clusters Score -4758880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -4758880.000000 Penalty: 12265.833008
	Iteration 54Q: 3 clusters Score -4758880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -4758882.000000 Penalty: 12265.833008
	Iteration 55Q: 3 clusters Score -4758882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -4758882.500000 Penalty: 12265.833008
	Iteration 56Q: 3 clusters Score -4758882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -4758883.000000 Penalty: 12265.833008
	Iteration 57Q: 3 clusters Score -4758883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -4758883.000000 Penalty: 12265.833008
	Iteration 58F: 3 clusters Score -4758883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (68309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68309 members 
Entering Unmasked Estep 
Score: -15291708.000000 Penalty: 6818.225586
	Iteration 0F: 2 clusters Score -1.529171e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34093 members 
Mstep: Class 2 contains 34216 members 
Entering Unmasked Estep 
Score: -15244158.000000 Penalty: 13636.451172
	Iteration 0F: 3 clusters Score -1.524416e+07 nChanged 30742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33685 members 
Mstep: Class 2 contains 34624 members 
Entering Unmasked Estep 
Score: -15260714.000000 Penalty: 13636.451172
	Iteration 1F: 3 clusters Score -1.526071e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33389 members 
Mstep: Class 2 contains 34920 members 
Entering Unmasked Estep 
Score: -15261649.000000 Penalty: 13636.451172
	Iteration 2Q: 3 clusters Score -1.526165e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33051 members 
Mstep: Class 2 contains 35258 members 
Entering Unmasked Estep 
Score: -15262395.000000 Penalty: 13636.451172
	Iteration 3Q: 3 clusters Score -1.52624e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32550 members 
Mstep: Class 2 contains 35759 members 
Entering Unmasked Estep 
Score: -15262944.000000 Penalty: 13636.451172
	Iteration 4Q: 3 clusters Score -1.526294e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31952 members 
Mstep: Class 2 contains 36357 members 
Entering Unmasked Estep 
Score: -15263574.000000 Penalty: 13636.451172
	Iteration 5Q: 3 clusters Score -1.526357e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 37141 members 
Entering Unmasked Estep 
Score: -15264141.000000 Penalty: 13636.451172
	Iteration 6Q: 3 clusters Score -1.526414e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30083 members 
Mstep: Class 2 contains 38226 members 
Entering Unmasked Estep 
Score: -15264721.000000 Penalty: 13636.451172
	Iteration 7Q: 3 clusters Score -1.526472e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28576 members 
Mstep: Class 2 contains 39733 members 
Entering Unmasked Estep 
Score: -15265567.000000 Penalty: 13636.451172
	Iteration 8Q: 3 clusters Score -1.526557e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26598 members 
Mstep: Class 2 contains 41711 members 
Entering Unmasked Estep 
Score: -15266660.000000 Penalty: 13636.451172
	Iteration 9Q: 3 clusters Score -1.526666e+07 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 2 contains 44312 members 
Entering Unmasked Estep 
Score: -15268426.000000 Penalty: 13636.451172
	Iteration 10Q: 3 clusters Score -1.526843e+07 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 47615 members 
Entering Unmasked Estep 
Score: -15270720.000000 Penalty: 13636.451172
	Iteration 11F: 3 clusters Score -1.527072e+07 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 51507 members 
Entering Unmasked Estep 
Score: -15273854.000000 Penalty: 13636.451172
	Iteration 12F: 3 clusters Score -1.527385e+07 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 55564 members 
Entering Unmasked Estep 
Score: -15277285.000000 Penalty: 13636.451172
	Iteration 13F: 3 clusters Score -1.527728e+07 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 59176 members 
Entering Unmasked Estep 
Score: -15280268.000000 Penalty: 13636.451172
	Iteration 14F: 3 clusters Score -1.528027e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 61869 members 
Entering Unmasked Estep 
Score: -15282405.000000 Penalty: 13636.451172
	Iteration 15Q: 3 clusters Score -1.52824e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 63692 members 
Entering Unmasked Estep 
Score: -15283690.000000 Penalty: 13636.451172
	Iteration 16Q: 3 clusters Score -1.528369e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 64790 members 
Entering Unmasked Estep 
Score: -15284499.000000 Penalty: 13636.451172
	Iteration 17Q: 3 clusters Score -1.52845e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 65451 members 
Entering Unmasked Estep 
Score: -15284990.000000 Penalty: 13636.451172
	Iteration 18Q: 3 clusters Score -1.528499e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 65880 members 
Entering Unmasked Estep 
Score: -15285250.000000 Penalty: 13636.451172
	Iteration 19Q: 3 clusters Score -1.528525e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 66142 members 
Entering Unmasked Estep 
Score: -15285421.000000 Penalty: 13636.451172
	Iteration 20F: 3 clusters Score -1.528542e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 66325 members 
Entering Unmasked Estep 
Score: -15285573.000000 Penalty: 13636.451172
	Iteration 21Q: 3 clusters Score -1.528557e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 66447 members 
Entering Unmasked Estep 
Score: -15285612.000000 Penalty: 13636.451172
	Iteration 22Q: 3 clusters Score -1.528561e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 66531 members 
Entering Unmasked Estep 
Score: -15285708.000000 Penalty: 13636.451172
	Iteration 23Q: 3 clusters Score -1.528571e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 66600 members 
Entering Unmasked Estep 
Score: -15285758.000000 Penalty: 13636.451172
	Iteration 24Q: 3 clusters Score -1.528576e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 66659 members 
Entering Unmasked Estep 
Score: -15285790.000000 Penalty: 13636.451172
	Iteration 25Q: 3 clusters Score -1.528579e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 66708 members 
Entering Unmasked Estep 
Score: -15285870.000000 Penalty: 13636.451172
	Iteration 26Q: 3 clusters Score -1.528587e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 66758 members 
Entering Unmasked Estep 
Score: -15285886.000000 Penalty: 13636.451172
	Iteration 27Q: 3 clusters Score -1.528589e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 66788 members 
Entering Unmasked Estep 
Score: -15285896.000000 Penalty: 13636.451172
	Iteration 28Q: 3 clusters Score -1.52859e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 66811 members 
Entering Unmasked Estep 
Score: -15285899.000000 Penalty: 13636.451172
	Iteration 29Q: 3 clusters Score -1.52859e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 66828 members 
Entering Unmasked Estep 
Score: -15285899.000000 Penalty: 13636.451172
	Iteration 30Q: 3 clusters Score -1.52859e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 66838 members 
Entering Unmasked Estep 
Score: -15285904.000000 Penalty: 13636.451172
	Iteration 31Q: 3 clusters Score -1.52859e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 66850 members 
Entering Unmasked Estep 
Score: -15285911.000000 Penalty: 13636.451172
	Iteration 32Q: 3 clusters Score -1.528591e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 66855 members 
Entering Unmasked Estep 
Score: -15285931.000000 Penalty: 13636.451172
	Iteration 33Q: 3 clusters Score -1.528593e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 66864 members 
Entering Unmasked Estep 
Score: -15285941.000000 Penalty: 13636.451172
	Iteration 34Q: 3 clusters Score -1.528594e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 66872 members 
Entering Unmasked Estep 
Score: -15285927.000000 Penalty: 13636.451172
	Iteration 35Q: 3 clusters Score -1.528593e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 66876 members 
Entering Unmasked Estep 
Score: -15285940.000000 Penalty: 13636.451172
	Iteration 36Q: 3 clusters Score -1.528594e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 66883 members 
Entering Unmasked Estep 
Score: -15285936.000000 Penalty: 13636.451172
	Iteration 37Q: 3 clusters Score -1.528594e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 66888 members 
Entering Unmasked Estep 
Score: -15285942.000000 Penalty: 13636.451172
	Iteration 38Q: 3 clusters Score -1.528594e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 66892 members 
Entering Unmasked Estep 
Score: -15285946.000000 Penalty: 13636.451172
	Iteration 39Q: 3 clusters Score -1.528595e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 66897 members 
Entering Unmasked Estep 
Score: -15285955.000000 Penalty: 13636.451172
	Iteration 40F: 3 clusters Score -1.528596e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 66908 members 
Entering Unmasked Estep 
Score: -15285971.000000 Penalty: 13636.451172
	Iteration 41Q: 3 clusters Score -1.528597e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 66913 members 
Entering Unmasked Estep 
Score: -15285977.000000 Penalty: 13636.451172
	Iteration 42Q: 3 clusters Score -1.528598e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 66917 members 
Entering Unmasked Estep 
Score: -15285964.000000 Penalty: 13636.451172
	Iteration 43Q: 3 clusters Score -1.528596e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 66921 members 
Entering Unmasked Estep 
Score: -15285966.000000 Penalty: 13636.451172
	Iteration 44Q: 3 clusters Score -1.528597e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 66925 members 
Entering Unmasked Estep 
Score: -15285970.000000 Penalty: 13636.451172
	Iteration 45Q: 3 clusters Score -1.528597e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 66927 members 
Entering Unmasked Estep 
Score: -15285971.000000 Penalty: 13636.451172
	Iteration 46Q: 3 clusters Score -1.528597e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 66927 members 
Entering Unmasked Estep 
Score: -15285971.000000 Penalty: 13636.451172
	Iteration 47F: 3 clusters Score -1.528597e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Entering Unmasked Estep 
Score: -2929275.250000 Penalty: 5809.802734
	Iteration 0F: 2 clusters Score -2929275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -2916984.750000 Penalty: 11619.605469
	Iteration 0F: 3 clusters Score -2916985 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -2919842.500000 Penalty: 11619.605469
	Iteration 1F: 3 clusters Score -2919842 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -2920624.000000 Penalty: 11619.605469
	Iteration 2F: 3 clusters Score -2920624 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -2921537.250000 Penalty: 11619.605469
	Iteration 3F: 3 clusters Score -2921537 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -2922720.750000 Penalty: 11619.605469
	Iteration 4F: 3 clusters Score -2922721 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -2924080.750000 Penalty: 11619.605469
	Iteration 5F: 3 clusters Score -2924081 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -2925456.500000 Penalty: 11619.605469
	Iteration 6F: 3 clusters Score -2925456 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -2926689.500000 Penalty: 11619.605469
	Iteration 7F: 3 clusters Score -2926690 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -2927612.500000 Penalty: 11619.605469
	Iteration 8F: 3 clusters Score -2927612 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -2928313.500000 Penalty: 11619.605469
	Iteration 9Q: 3 clusters Score -2928314 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -2928761.500000 Penalty: 11619.605469
	Iteration 10Q: 3 clusters Score -2928762 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -2928958.250000 Penalty: 11619.605469
	Iteration 11Q: 3 clusters Score -2928958 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -2929050.250000 Penalty: 11619.605469
	Iteration 12Q: 3 clusters Score -2929050 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -2929106.500000 Penalty: 11619.605469
	Iteration 13Q: 3 clusters Score -2929106 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -2929106.500000 Penalty: 11619.605469
	Iteration 14Q: 3 clusters Score -2929106 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -2929114.250000 Penalty: 11619.605469
	Iteration 15Q: 3 clusters Score -2929114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -2929117.750000 Penalty: 11619.605469
	Iteration 16Q: 3 clusters Score -2929118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -2929115.750000 Penalty: 11619.605469
	Iteration 17Q: 3 clusters Score -2929116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -2929118.750000 Penalty: 11619.605469
	Iteration 18Q: 3 clusters Score -2929119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -2929117.500000 Penalty: 11619.605469
	Iteration 19Q: 3 clusters Score -2929118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -2929117.500000 Penalty: 11619.605469
	Iteration 20F: 3 clusters Score -2929118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Entering Unmasked Estep 
Score: -271695.375000 Penalty: 4423.821777
	Iteration 0F: 2 clusters Score -271695.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -267350.687500 Penalty: 8847.643555
	Iteration 0F: 3 clusters Score -267350.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -268039.468750 Penalty: 8847.643555
	Iteration 1F: 3 clusters Score -268039.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -268593.250000 Penalty: 8847.643555
	Iteration 2F: 3 clusters Score -268593.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -269128.250000 Penalty: 8847.643555
	Iteration 3F: 3 clusters Score -269128.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -269567.125000 Penalty: 8847.643555
	Iteration 4F: 3 clusters Score -269567.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -270080.187500 Penalty: 8847.643555
	Iteration 5F: 3 clusters Score -270080.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -270344.500000 Penalty: 8847.643555
	Iteration 6Q: 3 clusters Score -270344.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -270559.406250 Penalty: 8847.643555
	Iteration 7Q: 3 clusters Score -270559.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -270686.562500 Penalty: 8847.643555
	Iteration 8Q: 3 clusters Score -270686.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -270742.125000 Penalty: 8847.643555
	Iteration 9Q: 3 clusters Score -270742.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -270790.500000 Penalty: 8847.643555
	Iteration 10Q: 3 clusters Score -270790.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -270834.250000 Penalty: 8847.643555
	Iteration 11Q: 3 clusters Score -270834.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -270877.718750 Penalty: 8847.643555
	Iteration 12Q: 3 clusters Score -270877.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -270946.156250 Penalty: 8847.643555
	Iteration 13Q: 3 clusters Score -270946.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -271034.656250 Penalty: 8847.643555
	Iteration 14Q: 3 clusters Score -271034.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -271077.656250 Penalty: 8847.643555
	Iteration 15Q: 3 clusters Score -271077.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -271118.843750 Penalty: 8847.643555
	Iteration 16Q: 3 clusters Score -271118.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -271131.531250 Penalty: 8847.643555
	Iteration 17Q: 3 clusters Score -271131.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -271134.375000 Penalty: 8847.643555
	Iteration 18Q: 3 clusters Score -271134.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -271137.406250 Penalty: 8847.643555
	Iteration 19Q: 3 clusters Score -271137.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -271147.687500 Penalty: 8847.643555
	Iteration 20F: 3 clusters Score -271147.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -271201.187500 Penalty: 8847.643555
	Iteration 21Q: 3 clusters Score -271201.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -271213.968750 Penalty: 8847.643555
	Iteration 22Q: 3 clusters Score -271214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -271219.156250 Penalty: 8847.643555
	Iteration 23Q: 3 clusters Score -271219.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -271233.781250 Penalty: 8847.643555
	Iteration 24Q: 3 clusters Score -271233.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -271251.593750 Penalty: 8847.643555
	Iteration 25Q: 3 clusters Score -271251.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -271261.156250 Penalty: 8847.643555
	Iteration 26Q: 3 clusters Score -271261.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -271271.437500 Penalty: 8847.643555
	Iteration 27Q: 3 clusters Score -271271.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -271276.968750 Penalty: 8847.643555
	Iteration 28Q: 3 clusters Score -271277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -271279.875000 Penalty: 8847.643555
	Iteration 29Q: 3 clusters Score -271279.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -271279.875000 Penalty: 8847.643555
	Iteration 30F: 3 clusters Score -271279.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Entering Unmasked Estep 
Score: -2445994.500000 Penalty: 5695.744629
	Iteration 0F: 2 clusters Score -2445994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -2435217.000000 Penalty: 11391.489258
	Iteration 0F: 3 clusters Score -2435217 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -2437546.750000 Penalty: 11391.489258
	Iteration 1F: 3 clusters Score -2437547 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -2437997.750000 Penalty: 11391.489258
	Iteration 2F: 3 clusters Score -2437998 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -2438257.250000 Penalty: 11391.489258
	Iteration 3Q: 3 clusters Score -2438257 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -2438428.750000 Penalty: 11391.489258
	Iteration 4Q: 3 clusters Score -2438429 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -2438547.750000 Penalty: 11391.489258
	Iteration 5Q: 3 clusters Score -2438548 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -2438632.000000 Penalty: 11391.489258
	Iteration 6Q: 3 clusters Score -2438632 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -2438696.250000 Penalty: 11391.489258
	Iteration 7Q: 3 clusters Score -2438696 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -2438774.500000 Penalty: 11391.489258
	Iteration 8Q: 3 clusters Score -2438774 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -2438844 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -2438920 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -2438985 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -2439034.000000 Penalty: 11391.489258
	Iteration 12Q: 3 clusters Score -2439034 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -2439085 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2439136 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -2439193.750000 Penalty: 11391.489258
	Iteration 15Q: 3 clusters Score -2439194 nChanged 129
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2439256 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2439326 nChanged 131
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Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2439388 nChanged 132
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Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2439460 nChanged 149
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Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2439547 nChanged 127
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Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2439615 nChanged 113
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Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2439672 nChanged 115
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Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2439728 nChanged 101
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Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2439776 nChanged 98
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Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2439828 nChanged 95
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Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2439882 nChanged 94
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Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2439931 nChanged 121
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Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -2440003.750000 Penalty: 11391.489258
	Iteration 28Q: 3 clusters Score -2440004 nChanged 116
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Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2440070 nChanged 100
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Mstep: Class 1 contains 3530 members 
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Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2440135 nChanged 114
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Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2440192 nChanged 102
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Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2440259 nChanged 114
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Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2440318 nChanged 121
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Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2440409 nChanged 129
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Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2440500 nChanged 129
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Mstep: Class 1 contains 3069 members 
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2440595 nChanged 130
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Mstep: Class 1 contains 2985 members 
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2440692 nChanged 140
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Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2440816 nChanged 128
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Mstep: Class 1 contains 2843 members 
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2440927 nChanged 137
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Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2441026 nChanged 120
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Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2441103 nChanged 110
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Mstep: Class 1 contains 2730 members 
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2441171 nChanged 83
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Mstep: Class 1 contains 2703 members 
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2441213 nChanged 71
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Mstep: Class 1 contains 2692 members 
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Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2441258 nChanged 63
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Mstep: Class 1 contains 2677 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2441296 nChanged 65
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Mstep: Class 1 contains 2658 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2441333 nChanged 59
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Mstep: Class 1 contains 2637 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2441359 nChanged 45
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Mstep: Class 1 contains 2632 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2441384 nChanged 46
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Mstep: Class 1 contains 2628 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2441413 nChanged 54
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Mstep: Class 1 contains 2620 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2441438 nChanged 49
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Mstep: Class 1 contains 2609 members 
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	Iteration 51Q: 3 clusters Score -2441460 nChanged 41
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Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2441480 nChanged 25
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Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2441488 nChanged 25
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Mstep: Class 1 contains 2584 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2441496 nChanged 27
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Mstep: Class 1 contains 2581 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2441512 nChanged 21
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Mstep: Class 1 contains 2572 members 
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Entering Unmasked Estep 
Score: -2441517.250000 Penalty: 11391.489258
	Iteration 56Q: 3 clusters Score -2441517 nChanged 21
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Mstep: Class 1 contains 2563 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2441530 nChanged 14
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Mstep: Class 1 contains 2561 members 
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Entering Unmasked Estep 
Score: -2441531.250000 Penalty: 11391.489258
	Iteration 58Q: 3 clusters Score -2441531 nChanged 18
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2441542 nChanged 9
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Mstep: Class 1 contains 2556 members 
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Entering Unmasked Estep 
Score: -2441548.250000 Penalty: 11391.489258
	Iteration 60F: 3 clusters Score -2441548 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2553 members 
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Entering Unmasked Estep 
Score: -2441551.000000 Penalty: 11391.489258
	Iteration 61Q: 3 clusters Score -2441551 nChanged 15
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2441554 nChanged 6
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	Iteration 63Q: 3 clusters Score -2441560 nChanged 5
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Mstep: Class 1 contains 2559 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2441563 nChanged 5
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	Iteration 65Q: 3 clusters Score -2441566 nChanged 6
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	Iteration 66Q: 3 clusters Score -2441572 nChanged 9
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	Iteration 67Q: 3 clusters Score -2441578 nChanged 10
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	Iteration 68Q: 3 clusters Score -2441576 nChanged 5
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Mstep: Class 1 contains 2552 members 
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	Iteration 69Q: 3 clusters Score -2441576 nChanged 3
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	Iteration 70Q: 3 clusters Score -2441572 nChanged 3
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	Iteration 71Q: 3 clusters Score -2441571 nChanged 6
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	Iteration 72Q: 3 clusters Score -2441575 nChanged 7
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	Iteration 73Q: 3 clusters Score -2441587 nChanged 9
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	Iteration 74Q: 3 clusters Score -2441583 nChanged 5
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	Iteration 75Q: 3 clusters Score -2441588 nChanged 8
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	Iteration 76Q: 3 clusters Score -2441587 nChanged 7
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	Iteration 77Q: 3 clusters Score -2441594 nChanged 4
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	Iteration 78Q: 3 clusters Score -2441596 nChanged 3
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	Iteration 79Q: 3 clusters Score -2441592 nChanged 6
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	Iteration 80F: 3 clusters Score -2441599 nChanged 7
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	Iteration 81Q: 3 clusters Score -2441600 nChanged 11
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	Iteration 82Q: 3 clusters Score -2441610 nChanged 8
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	Iteration 83Q: 3 clusters Score -2441608 nChanged 6
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	Iteration 84Q: 3 clusters Score -2441613 nChanged 6
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	Iteration 85Q: 3 clusters Score -2441614 nChanged 12
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	Iteration 86Q: 3 clusters Score -2441623 nChanged 10
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	Iteration 87Q: 3 clusters Score -2441624 nChanged 11
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	Iteration 88Q: 3 clusters Score -2441634 nChanged 14
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	Iteration 89Q: 3 clusters Score -2441629 nChanged 13
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	Iteration 90Q: 3 clusters Score -2441634 nChanged 17
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	Iteration 91Q: 3 clusters Score -2441644 nChanged 14
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	Iteration 92Q: 3 clusters Score -2441653 nChanged 18
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	Iteration 93Q: 3 clusters Score -2441656 nChanged 11
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	Iteration 94Q: 3 clusters Score -2441661 nChanged 17
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	Iteration 95Q: 3 clusters Score -2441668 nChanged 13
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	Iteration 96Q: 3 clusters Score -2441676 nChanged 14
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	Iteration 97Q: 3 clusters Score -2441685 nChanged 14
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	Iteration 98Q: 3 clusters Score -2441690 nChanged 17
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	Iteration 99Q: 3 clusters Score -2441695 nChanged 17
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	Iteration 100F: 3 clusters Score -2441708 nChanged 10
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	Iteration 101Q: 3 clusters Score -2441709 nChanged 4
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	Iteration 102Q: 3 clusters Score -2441714 nChanged 2
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Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -2441716.000000 Penalty: 11391.489258
	Iteration 103Q: 3 clusters Score -2441716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -2441717.500000 Penalty: 11391.489258
	Iteration 104Q: 3 clusters Score -2441718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -2441717.750000 Penalty: 11391.489258
	Iteration 105Q: 3 clusters Score -2441718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -2441717.250000 Penalty: 11391.489258
	Iteration 106Q: 3 clusters Score -2441717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -2441723.000000 Penalty: 11391.489258
	Iteration 107Q: 3 clusters Score -2441723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -2441721.250000 Penalty: 11391.489258
	Iteration 108Q: 3 clusters Score -2441721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -2441727.500000 Penalty: 11391.489258
	Iteration 109Q: 3 clusters Score -2441728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -2441723.500000 Penalty: 11391.489258
	Iteration 110Q: 3 clusters Score -2441724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -2441729.750000 Penalty: 11391.489258
	Iteration 111Q: 3 clusters Score -2441730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -2441729.500000 Penalty: 11391.489258
	Iteration 112Q: 3 clusters Score -2441730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -2441732.500000 Penalty: 11391.489258
	Iteration 113Q: 3 clusters Score -2441732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -2441732.250000 Penalty: 11391.489258
	Iteration 114Q: 3 clusters Score -2441732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -2441731.250000 Penalty: 11391.489258
	Iteration 115Q: 3 clusters Score -2441731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -2441731.000000 Penalty: 11391.489258
	Iteration 116Q: 3 clusters Score -2441731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -2441734.000000 Penalty: 11391.489258
	Iteration 117Q: 3 clusters Score -2441734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -2441737.000000 Penalty: 11391.489258
	Iteration 118Q: 3 clusters Score -2441737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -2441733.750000 Penalty: 11391.489258
	Iteration 119Q: 3 clusters Score -2441734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -2441738.500000 Penalty: 11391.489258
	Iteration 120F: 3 clusters Score -2441738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -2441740.000000 Penalty: 11391.489258
	Iteration 121Q: 3 clusters Score -2441740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -2441737.000000 Penalty: 11391.489258
	Iteration 122Q: 3 clusters Score -2441737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -2441739.750000 Penalty: 11391.489258
	Iteration 123Q: 3 clusters Score -2441740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -2441740.250000 Penalty: 11391.489258
	Iteration 124Q: 3 clusters Score -2441740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -2441740.250000 Penalty: 11391.489258
	Iteration 125Q: 3 clusters Score -2441740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -2441740.250000 Penalty: 11391.489258
	Iteration 126F: 3 clusters Score -2441740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Entering Unmasked Estep 
Score: -401406.500000 Penalty: 4589.656738
	Iteration 0F: 2 clusters Score -401406.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -396549.500000 Penalty: 9179.313477
	Iteration 0F: 3 clusters Score -396549.5 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -397079.312500 Penalty: 9179.313477
	Iteration 1F: 3 clusters Score -397079.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -397226.531250 Penalty: 9179.313477
	Iteration 2Q: 3 clusters Score -397226.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -397276.500000 Penalty: 9179.313477
	Iteration 3Q: 3 clusters Score -397276.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -397305.406250 Penalty: 9179.313477
	Iteration 4Q: 3 clusters Score -397305.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -397313.531250 Penalty: 9179.313477
	Iteration 5Q: 3 clusters Score -397313.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -397317.281250 Penalty: 9179.313477
	Iteration 6Q: 3 clusters Score -397317.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -397323.906250 Penalty: 9179.313477
	Iteration 7Q: 3 clusters Score -397323.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -397329.750000 Penalty: 9179.313477
	Iteration 8Q: 3 clusters Score -397329.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -397343.937500 Penalty: 9179.313477
	Iteration 9Q: 3 clusters Score -397343.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -397345.343750 Penalty: 9179.313477
	Iteration 10Q: 3 clusters Score -397345.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -397350.781250 Penalty: 9179.313477
	Iteration 11Q: 3 clusters Score -397350.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -397352.312500 Penalty: 9179.313477
	Iteration 12Q: 3 clusters Score -397352.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -397356.406250 Penalty: 9179.313477
	Iteration 13Q: 3 clusters Score -397356.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -397356.406250 Penalty: 9179.313477
	Iteration 14F: 3 clusters Score -397356.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Entering Unmasked Estep 
Score: -315375.562500 Penalty: 4476.072266
	Iteration 0F: 2 clusters Score -315375.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -310846.781250 Penalty: 8952.144531
	Iteration 0F: 3 clusters Score -310846.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -311548.812500 Penalty: 8952.144531
	Iteration 1F: 3 clusters Score -311548.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -311992.843750 Penalty: 8952.144531
	Iteration 2F: 3 clusters Score -311992.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -312175.406250 Penalty: 8952.144531
	Iteration 3Q: 3 clusters Score -312175.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -312248.375000 Penalty: 8952.144531
	Iteration 4Q: 3 clusters Score -312248.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -312293.687500 Penalty: 8952.144531
	Iteration 5Q: 3 clusters Score -312293.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -312320.062500 Penalty: 8952.144531
	Iteration 6Q: 3 clusters Score -312320.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -312346.593750 Penalty: 8952.144531
	Iteration 7Q: 3 clusters Score -312346.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -312367.125000 Penalty: 8952.144531
	Iteration 8Q: 3 clusters Score -312367.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -312380.593750 Penalty: 8952.144531
	Iteration 9Q: 3 clusters Score -312380.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -312390.843750 Penalty: 8952.144531
	Iteration 10Q: 3 clusters Score -312390.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -312411.343750 Penalty: 8952.144531
	Iteration 11Q: 3 clusters Score -312411.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -312428.531250 Penalty: 8952.144531
	Iteration 12Q: 3 clusters Score -312428.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -312439.375000 Penalty: 8952.144531
	Iteration 13Q: 3 clusters Score -312439.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -312450.093750 Penalty: 8952.144531
	Iteration 14Q: 3 clusters Score -312450.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -312459.875000 Penalty: 8952.144531
	Iteration 15Q: 3 clusters Score -312459.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -312466.218750 Penalty: 8952.144531
	Iteration 16Q: 3 clusters Score -312466.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -312466.656250 Penalty: 8952.144531
	Iteration 17Q: 3 clusters Score -312466.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -312470.812500 Penalty: 8952.144531
	Iteration 18Q: 3 clusters Score -312470.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -312473.968750 Penalty: 8952.144531
	Iteration 19Q: 3 clusters Score -312474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -312476.687500 Penalty: 8952.144531
	Iteration 20F: 3 clusters Score -312476.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Entering Unmasked Estep 
Score: -2383010.000000 Penalty: 5702.433105
	Iteration 0F: 2 clusters Score -2383010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -2372136.250000 Penalty: 11404.866211
	Iteration 0F: 3 clusters Score -2372136 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -2374569.250000 Penalty: 11404.866211
	Iteration 1F: 3 clusters Score -2374569 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -2375028.250000 Penalty: 11404.866211
	Iteration 2F: 3 clusters Score -2375028 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -2375319.000000 Penalty: 11404.866211
	Iteration 3Q: 3 clusters Score -2375319 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -2375522.250000 Penalty: 11404.866211
	Iteration 4Q: 3 clusters Score -2375522 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -2375699.000000 Penalty: 11404.866211
	Iteration 5Q: 3 clusters Score -2375699 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -2375854.500000 Penalty: 11404.866211
	Iteration 6Q: 3 clusters Score -2375854 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -2375963.750000 Penalty: 11404.866211
	Iteration 7Q: 3 clusters Score -2375964 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -2376078.500000 Penalty: 11404.866211
	Iteration 8Q: 3 clusters Score -2376078 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -2376221.000000 Penalty: 11404.866211
	Iteration 9Q: 3 clusters Score -2376221 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -2376349.000000 Penalty: 11404.866211
	Iteration 10Q: 3 clusters Score -2376349 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -2376467.500000 Penalty: 11404.866211
	Iteration 11Q: 3 clusters Score -2376468 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -2376580.750000 Penalty: 11404.866211
	Iteration 12Q: 3 clusters Score -2376581 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -2376695.500000 Penalty: 11404.866211
	Iteration 13Q: 3 clusters Score -2376696 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -2376807.000000 Penalty: 11404.866211
	Iteration 14Q: 3 clusters Score -2376807 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -2376948.250000 Penalty: 11404.866211
	Iteration 15Q: 3 clusters Score -2376948 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -2377076.000000 Penalty: 11404.866211
	Iteration 16Q: 3 clusters Score -2377076 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -2377216.000000 Penalty: 11404.866211
	Iteration 17Q: 3 clusters Score -2377216 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -2377338.500000 Penalty: 11404.866211
	Iteration 18Q: 3 clusters Score -2377338 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -2377433.500000 Penalty: 11404.866211
	Iteration 19Q: 3 clusters Score -2377434 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -2377508.250000 Penalty: 11404.866211
	Iteration 20F: 3 clusters Score -2377508 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -2377607.250000 Penalty: 11404.866211
	Iteration 21Q: 3 clusters Score -2377607 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -2377688.500000 Penalty: 11404.866211
	Iteration 22Q: 3 clusters Score -2377688 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -2377767.000000 Penalty: 11404.866211
	Iteration 23Q: 3 clusters Score -2377767 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -2377847.000000 Penalty: 11404.866211
	Iteration 24Q: 3 clusters Score -2377847 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -2377946.250000 Penalty: 11404.866211
	Iteration 25Q: 3 clusters Score -2377946 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -2378067.000000 Penalty: 11404.866211
	Iteration 26Q: 3 clusters Score -2378067 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -2378185.000000 Penalty: 11404.866211
	Iteration 27Q: 3 clusters Score -2378185 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -2378337.000000 Penalty: 11404.866211
	Iteration 28Q: 3 clusters Score -2378337 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -2378486.500000 Penalty: 11404.866211
	Iteration 29Q: 3 clusters Score -2378486 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -2378656.250000 Penalty: 11404.866211
	Iteration 30Q: 3 clusters Score -2378656 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -2378808.250000 Penalty: 11404.866211
	Iteration 31Q: 3 clusters Score -2378808 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -2378941.000000 Penalty: 11404.866211
	Iteration 32Q: 3 clusters Score -2378941 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -2379065.500000 Penalty: 11404.866211
	Iteration 33Q: 3 clusters Score -2379066 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -2379154.000000 Penalty: 11404.866211
	Iteration 34Q: 3 clusters Score -2379154 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -2379242.000000 Penalty: 11404.866211
	Iteration 35Q: 3 clusters Score -2379242 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -2379323.500000 Penalty: 11404.866211
	Iteration 36Q: 3 clusters Score -2379324 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -2379390.500000 Penalty: 11404.866211
	Iteration 37Q: 3 clusters Score -2379390 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -2379458.250000 Penalty: 11404.866211
	Iteration 38Q: 3 clusters Score -2379458 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -2379508.500000 Penalty: 11404.866211
	Iteration 39Q: 3 clusters Score -2379508 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -2379552.750000 Penalty: 11404.866211
	Iteration 40F: 3 clusters Score -2379553 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -2379572.000000 Penalty: 11404.866211
	Iteration 41Q: 3 clusters Score -2379572 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -2379596.000000 Penalty: 11404.866211
	Iteration 42Q: 3 clusters Score -2379596 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -2379610.250000 Penalty: 11404.866211
	Iteration 43Q: 3 clusters Score -2379610 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -2379611.250000 Penalty: 11404.866211
	Iteration 44Q: 3 clusters Score -2379611 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -2379625.500000 Penalty: 11404.866211
	Iteration 45Q: 3 clusters Score -2379626 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -2379631.250000 Penalty: 11404.866211
	Iteration 46Q: 3 clusters Score -2379631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -2379636.750000 Penalty: 11404.866211
	Iteration 47Q: 3 clusters Score -2379637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -2379643.750000 Penalty: 11404.866211
	Iteration 48Q: 3 clusters Score -2379644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -2379643.750000 Penalty: 11404.866211
	Iteration 49Q: 3 clusters Score -2379644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -2379643.000000 Penalty: 11404.866211
	Iteration 50Q: 3 clusters Score -2379643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -2379640.500000 Penalty: 11404.866211
	Iteration 51Q: 3 clusters Score -2379640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -2379641.500000 Penalty: 11404.866211
	Iteration 52Q: 3 clusters Score -2379642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -2379638.000000 Penalty: 11404.866211
	Iteration 53Q: 3 clusters Score -2379638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -2379638.000000 Penalty: 11404.866211
	Iteration 54F: 3 clusters Score -2379638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Entering Unmasked Estep 
Score: -6425758.000000 Penalty: 6293.024902
	Iteration 0F: 2 clusters Score -6425758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -6403547.000000 Penalty: 12586.049805
	Iteration 0F: 3 clusters Score -6403547 nChanged 12164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -6409792.500000 Penalty: 12586.049805
	Iteration 1F: 3 clusters Score -6409792 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -6410541.500000 Penalty: 12586.049805
	Iteration 2F: 3 clusters Score -6410542 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -6411112.000000 Penalty: 12586.049805
	Iteration 3Q: 3 clusters Score -6411112 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -6411599.500000 Penalty: 12586.049805
	Iteration 4Q: 3 clusters Score -6411600 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -6412091.000000 Penalty: 12586.049805
	Iteration 5Q: 3 clusters Score -6412091 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -6412596.000000 Penalty: 12586.049805
	Iteration 6Q: 3 clusters Score -6412596 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -6413233.500000 Penalty: 12586.049805
	Iteration 7Q: 3 clusters Score -6413234 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -6413980.500000 Penalty: 12586.049805
	Iteration 8Q: 3 clusters Score -6413980 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -6414853.500000 Penalty: 12586.049805
	Iteration 9F: 3 clusters Score -6414854 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -6415948.000000 Penalty: 12586.049805
	Iteration 10F: 3 clusters Score -6415948 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -6416994.000000 Penalty: 12586.049805
	Iteration 11F: 3 clusters Score -6416994 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -6417943.500000 Penalty: 12586.049805
	Iteration 12Q: 3 clusters Score -6417944 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -6418732.000000 Penalty: 12586.049805
	Iteration 13Q: 3 clusters Score -6418732 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -6419346.500000 Penalty: 12586.049805
	Iteration 14Q: 3 clusters Score -6419346 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -6419823.000000 Penalty: 12586.049805
	Iteration 15Q: 3 clusters Score -6419823 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -6420164.500000 Penalty: 12586.049805
	Iteration 16Q: 3 clusters Score -6420164 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -6420509.500000 Penalty: 12586.049805
	Iteration 17Q: 3 clusters Score -6420510 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -6420763.000000 Penalty: 12586.049805
	Iteration 18Q: 3 clusters Score -6420763 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -6420967.000000 Penalty: 12586.049805
	Iteration 19Q: 3 clusters Score -6420967 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -6421103.000000 Penalty: 12586.049805
	Iteration 20F: 3 clusters Score -6421103 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -6421208.000000 Penalty: 12586.049805
	Iteration 21Q: 3 clusters Score -6421208 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -6421282.000000 Penalty: 12586.049805
	Iteration 22Q: 3 clusters Score -6421282 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -6421345.500000 Penalty: 12586.049805
	Iteration 23Q: 3 clusters Score -6421346 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -6421405.500000 Penalty: 12586.049805
	Iteration 24Q: 3 clusters Score -6421406 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -6421454.000000 Penalty: 12586.049805
	Iteration 25Q: 3 clusters Score -6421454 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -6421487.000000 Penalty: 12586.049805
	Iteration 26Q: 3 clusters Score -6421487 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25815 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -6421535.500000 Penalty: 12586.049805
	Iteration 27Q: 3 clusters Score -6421536 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -6421577.000000 Penalty: 12586.049805
	Iteration 28Q: 3 clusters Score -6421577 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -6421612.000000 Penalty: 12586.049805
	Iteration 29Q: 3 clusters Score -6421612 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -6421623.000000 Penalty: 12586.049805
	Iteration 30Q: 3 clusters Score -6421623 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -6421641.000000 Penalty: 12586.049805
	Iteration 31Q: 3 clusters Score -6421641 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -6421663.000000 Penalty: 12586.049805
	Iteration 32Q: 3 clusters Score -6421663 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -6421661.500000 Penalty: 12586.049805
	Iteration 33Q: 3 clusters Score -6421662 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -6421666.000000 Penalty: 12586.049805
	Iteration 34Q: 3 clusters Score -6421666 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -6421676.500000 Penalty: 12586.049805
	Iteration 35Q: 3 clusters Score -6421676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -6421692.000000 Penalty: 12586.049805
	Iteration 36Q: 3 clusters Score -6421692 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -6421689.500000 Penalty: 12586.049805
	Iteration 37Q: 3 clusters Score -6421690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -6421698.500000 Penalty: 12586.049805
	Iteration 38Q: 3 clusters Score -6421698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -6421702.000000 Penalty: 12586.049805
	Iteration 39Q: 3 clusters Score -6421702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -6421709.500000 Penalty: 12586.049805
	Iteration 40F: 3 clusters Score -6421710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -6421713.500000 Penalty: 12586.049805
	Iteration 41Q: 3 clusters Score -6421714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -6421704.500000 Penalty: 12586.049805
	Iteration 42Q: 3 clusters Score -6421704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -6421708.500000 Penalty: 12586.049805
	Iteration 43Q: 3 clusters Score -6421708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -6421706.500000 Penalty: 12586.049805
	Iteration 44Q: 3 clusters Score -6421706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -6421706.500000 Penalty: 12586.049805
	Iteration 45F: 3 clusters Score -6421706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Entering Unmasked Estep 
Score: -269934.625000 Penalty: 4399.190430
	Iteration 0F: 2 clusters Score -269934.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -265750.468750 Penalty: 8798.380859
	Iteration 0F: 3 clusters Score -265750.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -266314.437500 Penalty: 8798.380859
	Iteration 1F: 3 clusters Score -266314.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -266645.593750 Penalty: 8798.380859
	Iteration 2F: 3 clusters Score -266645.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -266958.218750 Penalty: 8798.380859
	Iteration 3F: 3 clusters Score -266958.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -267194.281250 Penalty: 8798.380859
	Iteration 4F: 3 clusters Score -267194.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -267338.250000 Penalty: 8798.380859
	Iteration 5Q: 3 clusters Score -267338.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -267434.343750 Penalty: 8798.380859
	Iteration 6Q: 3 clusters Score -267434.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -267486.812500 Penalty: 8798.380859
	Iteration 7Q: 3 clusters Score -267486.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -267547.156250 Penalty: 8798.380859
	Iteration 8Q: 3 clusters Score -267547.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -267626.031250 Penalty: 8798.380859
	Iteration 9Q: 3 clusters Score -267626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -267669.437500 Penalty: 8798.380859
	Iteration 10Q: 3 clusters Score -267669.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -267732.375000 Penalty: 8798.380859
	Iteration 11Q: 3 clusters Score -267732.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -267791.156250 Penalty: 8798.380859
	Iteration 12Q: 3 clusters Score -267791.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -267845.843750 Penalty: 8798.380859
	Iteration 13Q: 3 clusters Score -267845.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -267883.562500 Penalty: 8798.380859
	Iteration 14Q: 3 clusters Score -267883.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -267902.156250 Penalty: 8798.380859
	Iteration 15Q: 3 clusters Score -267902.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -267919.812500 Penalty: 8798.380859
	Iteration 16Q: 3 clusters Score -267919.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -267931.093750 Penalty: 8798.380859
	Iteration 17Q: 3 clusters Score -267931.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -267942.343750 Penalty: 8798.380859
	Iteration 18Q: 3 clusters Score -267942.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -267954.531250 Penalty: 8798.380859
	Iteration 19Q: 3 clusters Score -267954.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -267966.468750 Penalty: 8798.380859
	Iteration 20F: 3 clusters Score -267966.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -267973.187500 Penalty: 8798.380859
	Iteration 21Q: 3 clusters Score -267973.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -267975.562500 Penalty: 8798.380859
	Iteration 22Q: 3 clusters Score -267975.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -267975.562500 Penalty: 8798.380859
	Iteration 23F: 3 clusters Score -267975.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Entering Unmasked Estep 
Score: -235620.875000 Penalty: 4283.784180
	Iteration 0F: 2 clusters Score -235620.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -231471.234375 Penalty: 8567.568359
	Iteration 0F: 3 clusters Score -231471.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -231844.593750 Penalty: 8567.568359
	Iteration 1F: 3 clusters Score -231844.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -232014.187500 Penalty: 8567.568359
	Iteration 2F: 3 clusters Score -232014.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -232201.062500 Penalty: 8567.568359
	Iteration 3Q: 3 clusters Score -232201.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -232403.734375 Penalty: 8567.568359
	Iteration 4Q: 3 clusters Score -232403.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -232566.812500 Penalty: 8567.568359
	Iteration 5Q: 3 clusters Score -232566.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -232655.406250 Penalty: 8567.568359
	Iteration 6Q: 3 clusters Score -232655.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -232708.468750 Penalty: 8567.568359
	Iteration 7Q: 3 clusters Score -232708.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -232759.250000 Penalty: 8567.568359
	Iteration 8Q: 3 clusters Score -232759.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -232792.312500 Penalty: 8567.568359
	Iteration 9Q: 3 clusters Score -232792.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -232816.906250 Penalty: 8567.568359
	Iteration 10Q: 3 clusters Score -232816.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -232854.578125 Penalty: 8567.568359
	Iteration 11Q: 3 clusters Score -232854.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -232879.750000 Penalty: 8567.568359
	Iteration 12Q: 3 clusters Score -232879.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -232893.531250 Penalty: 8567.568359
	Iteration 13Q: 3 clusters Score -232893.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -232898.875000 Penalty: 8567.568359
	Iteration 14Q: 3 clusters Score -232898.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -232898.875000 Penalty: 8567.568359
	Iteration 15F: 3 clusters Score -232898.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Entering Unmasked Estep 
Score: -3332785.250000 Penalty: 5885.994629
	Iteration 0F: 2 clusters Score -3332785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -3319494.250000 Penalty: 11771.989258
	Iteration 0F: 3 clusters Score -3319494 nChanged 5753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -3322610.000000 Penalty: 11771.989258
	Iteration 1F: 3 clusters Score -3322610 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -3323166.000000 Penalty: 11771.989258
	Iteration 2F: 3 clusters Score -3323166 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -3323517.000000 Penalty: 11771.989258
	Iteration 3Q: 3 clusters Score -3323517 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -3323754.000000 Penalty: 11771.989258
	Iteration 4Q: 3 clusters Score -3323754 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -3323954.250000 Penalty: 11771.989258
	Iteration 5Q: 3 clusters Score -3323954 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -3324151.500000 Penalty: 11771.989258
	Iteration 6Q: 3 clusters Score -3324152 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -3324314.750000 Penalty: 11771.989258
	Iteration 7Q: 3 clusters Score -3324315 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -3324468.000000 Penalty: 11771.989258
	Iteration 8Q: 3 clusters Score -3324468 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -3324605.250000 Penalty: 11771.989258
	Iteration 9Q: 3 clusters Score -3324605 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -3324703.250000 Penalty: 11771.989258
	Iteration 10Q: 3 clusters Score -3324703 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -3324830.750000 Penalty: 11771.989258
	Iteration 11Q: 3 clusters Score -3324831 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -3324942.750000 Penalty: 11771.989258
	Iteration 12Q: 3 clusters Score -3324943 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -3325038.500000 Penalty: 11771.989258
	Iteration 13Q: 3 clusters Score -3325038 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -3325111.750000 Penalty: 11771.989258
	Iteration 14Q: 3 clusters Score -3325112 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -3325198.500000 Penalty: 11771.989258
	Iteration 15Q: 3 clusters Score -3325198 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -3325273.750000 Penalty: 11771.989258
	Iteration 16Q: 3 clusters Score -3325274 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -3325363.500000 Penalty: 11771.989258
	Iteration 17Q: 3 clusters Score -3325364 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -3325440.500000 Penalty: 11771.989258
	Iteration 18Q: 3 clusters Score -3325440 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -3325542.500000 Penalty: 11771.989258
	Iteration 19Q: 3 clusters Score -3325542 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -3325608.500000 Penalty: 11771.989258
	Iteration 20F: 3 clusters Score -3325608 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -3325686.250000 Penalty: 11771.989258
	Iteration 21Q: 3 clusters Score -3325686 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -3325758.000000 Penalty: 11771.989258
	Iteration 22Q: 3 clusters Score -3325758 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -3325828.000000 Penalty: 11771.989258
	Iteration 23Q: 3 clusters Score -3325828 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -3325902.750000 Penalty: 11771.989258
	Iteration 24Q: 3 clusters Score -3325903 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -3325967.500000 Penalty: 11771.989258
	Iteration 25Q: 3 clusters Score -3325968 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -3326030.750000 Penalty: 11771.989258
	Iteration 26Q: 3 clusters Score -3326031 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -3326087.500000 Penalty: 11771.989258
	Iteration 27Q: 3 clusters Score -3326088 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -3326140.500000 Penalty: 11771.989258
	Iteration 28Q: 3 clusters Score -3326140 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -3326188.750000 Penalty: 11771.989258
	Iteration 29Q: 3 clusters Score -3326189 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -3326243.000000 Penalty: 11771.989258
	Iteration 30Q: 3 clusters Score -3326243 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -3326292.000000 Penalty: 11771.989258
	Iteration 31Q: 3 clusters Score -3326292 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -3326366.250000 Penalty: 11771.989258
	Iteration 32Q: 3 clusters Score -3326366 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -3326426.750000 Penalty: 11771.989258
	Iteration 33Q: 3 clusters Score -3326427 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -3326475.750000 Penalty: 11771.989258
	Iteration 34Q: 3 clusters Score -3326476 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -3326547.750000 Penalty: 11771.989258
	Iteration 35Q: 3 clusters Score -3326548 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -3326599.000000 Penalty: 11771.989258
	Iteration 36Q: 3 clusters Score -3326599 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -3326672.750000 Penalty: 11771.989258
	Iteration 37Q: 3 clusters Score -3326673 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -3326741.250000 Penalty: 11771.989258
	Iteration 38Q: 3 clusters Score -3326741 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -3326779.000000 Penalty: 11771.989258
	Iteration 39Q: 3 clusters Score -3326779 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -3326833.500000 Penalty: 11771.989258
	Iteration 40F: 3 clusters Score -3326834 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -3326890.250000 Penalty: 11771.989258
	Iteration 41Q: 3 clusters Score -3326890 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -3326937.250000 Penalty: 11771.989258
	Iteration 42Q: 3 clusters Score -3326937 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -3326983.500000 Penalty: 11771.989258
	Iteration 43Q: 3 clusters Score -3326984 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -3327005.500000 Penalty: 11771.989258
	Iteration 44Q: 3 clusters Score -3327006 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -3327036.250000 Penalty: 11771.989258
	Iteration 45Q: 3 clusters Score -3327036 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -3327072.500000 Penalty: 11771.989258
	Iteration 46Q: 3 clusters Score -3327072 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -3327102.000000 Penalty: 11771.989258
	Iteration 47Q: 3 clusters Score -3327102 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -3327129.250000 Penalty: 11771.989258
	Iteration 48Q: 3 clusters Score -3327129 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -3327167.500000 Penalty: 11771.989258
	Iteration 49Q: 3 clusters Score -3327168 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -3327196.250000 Penalty: 11771.989258
	Iteration 50Q: 3 clusters Score -3327196 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -3327225.250000 Penalty: 11771.989258
	Iteration 51Q: 3 clusters Score -3327225 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -3327248.000000 Penalty: 11771.989258
	Iteration 52Q: 3 clusters Score -3327248 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -3327266.000000 Penalty: 11771.989258
	Iteration 53Q: 3 clusters Score -3327266 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -3327285.500000 Penalty: 11771.989258
	Iteration 54Q: 3 clusters Score -3327286 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -3327315.750000 Penalty: 11771.989258
	Iteration 55Q: 3 clusters Score -3327316 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -3327340.750000 Penalty: 11771.989258
	Iteration 56Q: 3 clusters Score -3327341 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -3327361.500000 Penalty: 11771.989258
	Iteration 57Q: 3 clusters Score -3327362 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -3327389.250000 Penalty: 11771.989258
	Iteration 58Q: 3 clusters Score -3327389 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -3327408.250000 Penalty: 11771.989258
	Iteration 59Q: 3 clusters Score -3327408 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -3327420.250000 Penalty: 11771.989258
	Iteration 60F: 3 clusters Score -3327420 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -3327431.250000 Penalty: 11771.989258
	Iteration 61Q: 3 clusters Score -3327431 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -3327450.000000 Penalty: 11771.989258
	Iteration 62Q: 3 clusters Score -3327450 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -3327468.500000 Penalty: 11771.989258
	Iteration 63Q: 3 clusters Score -3327468 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -3327478.250000 Penalty: 11771.989258
	Iteration 64Q: 3 clusters Score -3327478 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -3327501.000000 Penalty: 11771.989258
	Iteration 65Q: 3 clusters Score -3327501 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -3327521.000000 Penalty: 11771.989258
	Iteration 66Q: 3 clusters Score -3327521 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -3327539.000000 Penalty: 11771.989258
	Iteration 67Q: 3 clusters Score -3327539 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -3327557.250000 Penalty: 11771.989258
	Iteration 68Q: 3 clusters Score -3327557 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -3327552.750000 Penalty: 11771.989258
	Iteration 69Q: 3 clusters Score -3327553 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -3327564.500000 Penalty: 11771.989258
	Iteration 70Q: 3 clusters Score -3327564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -3327569.500000 Penalty: 11771.989258
	Iteration 71Q: 3 clusters Score -3327570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -3327576.000000 Penalty: 11771.989258
	Iteration 72Q: 3 clusters Score -3327576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -3327583.250000 Penalty: 11771.989258
	Iteration 73Q: 3 clusters Score -3327583 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -3327588.000000 Penalty: 11771.989258
	Iteration 74Q: 3 clusters Score -3327588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -3327591.500000 Penalty: 11771.989258
	Iteration 75Q: 3 clusters Score -3327592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -3327594.000000 Penalty: 11771.989258
	Iteration 76Q: 3 clusters Score -3327594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -3327595.250000 Penalty: 11771.989258
	Iteration 77Q: 3 clusters Score -3327595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -3327594.500000 Penalty: 11771.989258
	Iteration 78Q: 3 clusters Score -3327594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -3327596.500000 Penalty: 11771.989258
	Iteration 79Q: 3 clusters Score -3327596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -3327599.000000 Penalty: 11771.989258
	Iteration 80F: 3 clusters Score -3327599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -3327603.250000 Penalty: 11771.989258
	Iteration 81Q: 3 clusters Score -3327603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -3327608.750000 Penalty: 11771.989258
	Iteration 82Q: 3 clusters Score -3327609 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -3327610.750000 Penalty: 11771.989258
	Iteration 83Q: 3 clusters Score -3327611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -3327624.000000 Penalty: 11771.989258
	Iteration 84Q: 3 clusters Score -3327624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -3327622.750000 Penalty: 11771.989258
	Iteration 85Q: 3 clusters Score -3327623 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -3327622.000000 Penalty: 11771.989258
	Iteration 86Q: 3 clusters Score -3327622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -3327625.750000 Penalty: 11771.989258
	Iteration 87Q: 3 clusters Score -3327626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -3327627.500000 Penalty: 11771.989258
	Iteration 88Q: 3 clusters Score -3327628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -3327633.500000 Penalty: 11771.989258
	Iteration 89Q: 3 clusters Score -3327634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -3327636.500000 Penalty: 11771.989258
	Iteration 90Q: 3 clusters Score -3327636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -3327640.250000 Penalty: 11771.989258
	Iteration 91Q: 3 clusters Score -3327640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -3327638.500000 Penalty: 11771.989258
	Iteration 92Q: 3 clusters Score -3327638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -3327637.750000 Penalty: 11771.989258
	Iteration 93Q: 3 clusters Score -3327638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -3327643.750000 Penalty: 11771.989258
	Iteration 94Q: 3 clusters Score -3327644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -3327636.250000 Penalty: 11771.989258
	Iteration 95Q: 3 clusters Score -3327636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -3327639.750000 Penalty: 11771.989258
	Iteration 96Q: 3 clusters Score -3327640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -3327644.500000 Penalty: 11771.989258
	Iteration 97Q: 3 clusters Score -3327644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -3327644.500000 Penalty: 11771.989258
	Iteration 98F: 3 clusters Score -3327644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (71195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71195 members 
Entering Unmasked Estep 
Score: -15901494.000000 Penalty: 6843.571289
	Iteration 0F: 2 clusters Score -1.590149e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35443 members 
Mstep: Class 2 contains 35752 members 
Entering Unmasked Estep 
Score: -15852092.000000 Penalty: 13687.142578
	Iteration 0F: 3 clusters Score -1.585209e+07 nChanged 31931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34826 members 
Mstep: Class 2 contains 36369 members 
Entering Unmasked Estep 
Score: -15869441.000000 Penalty: 13687.142578
	Iteration 1F: 3 clusters Score -1.586944e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34311 members 
Mstep: Class 2 contains 36884 members 
Entering Unmasked Estep 
Score: -15870532.000000 Penalty: 13687.142578
	Iteration 2Q: 3 clusters Score -1.587053e+07 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33539 members 
Mstep: Class 2 contains 37656 members 
Entering Unmasked Estep 
Score: -15871800.000000 Penalty: 13687.142578
	Iteration 3Q: 3 clusters Score -1.58718e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32429 members 
Mstep: Class 2 contains 38766 members 
Entering Unmasked Estep 
Score: -15873242.000000 Penalty: 13687.142578
	Iteration 4Q: 3 clusters Score -1.587324e+07 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 40482 members 
Entering Unmasked Estep 
Score: -15874871.000000 Penalty: 13687.142578
	Iteration 5Q: 3 clusters Score -1.587487e+07 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 42945 members 
Entering Unmasked Estep 
Score: -15877031.000000 Penalty: 13687.142578
	Iteration 6F: 3 clusters Score -1.587703e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 46343 members 
Entering Unmasked Estep 
Score: -15879741.000000 Penalty: 13687.142578
	Iteration 7F: 3 clusters Score -1.587974e+07 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 50345 members 
Entering Unmasked Estep 
Score: -15882960.000000 Penalty: 13687.142578
	Iteration 8F: 3 clusters Score -1.588296e+07 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 54501 members 
Entering Unmasked Estep 
Score: -15886427.000000 Penalty: 13687.142578
	Iteration 9F: 3 clusters Score -1.588643e+07 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 58309 members 
Entering Unmasked Estep 
Score: -15889442.000000 Penalty: 13687.142578
	Iteration 10F: 3 clusters Score -1.588944e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 61338 members 
Entering Unmasked Estep 
Score: -15891715.000000 Penalty: 13687.142578
	Iteration 11Q: 3 clusters Score -1.589172e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 63597 members 
Entering Unmasked Estep 
Score: -15893429.000000 Penalty: 13687.142578
	Iteration 12Q: 3 clusters Score -1.589343e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 65170 members 
Entering Unmasked Estep 
Score: -15894590.000000 Penalty: 13687.142578
	Iteration 13Q: 3 clusters Score -1.589459e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 66214 members 
Entering Unmasked Estep 
Score: -15895596.000000 Penalty: 13687.142578
	Iteration 14Q: 3 clusters Score -1.58956e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 66935 members 
Entering Unmasked Estep 
Score: -15896421.000000 Penalty: 13687.142578
	Iteration 15Q: 3 clusters Score -1.589642e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 67432 members 
Entering Unmasked Estep 
Score: -15897370.000000 Penalty: 13687.142578
	Iteration 16Q: 3 clusters Score -1.589737e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 67755 members 
Entering Unmasked Estep 
Score: -15898085.000000 Penalty: 13687.142578
	Iteration 17Q: 3 clusters Score -1.589808e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 67943 members 
Entering Unmasked Estep 
Score: -15898448.000000 Penalty: 13687.142578
	Iteration 18Q: 3 clusters Score -1.589845e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 68080 members 
Entering Unmasked Estep 
Score: -15898706.000000 Penalty: 13687.142578
	Iteration 19Q: 3 clusters Score -1.589871e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 68197 members 
Entering Unmasked Estep 
Score: -15898842.000000 Penalty: 13687.142578
	Iteration 20F: 3 clusters Score -1.589884e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 68273 members 
Entering Unmasked Estep 
Score: -15898890.000000 Penalty: 13687.142578
	Iteration 21Q: 3 clusters Score -1.589889e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 68321 members 
Entering Unmasked Estep 
Score: -15898953.000000 Penalty: 13687.142578
	Iteration 22Q: 3 clusters Score -1.589895e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 68357 members 
Entering Unmasked Estep 
Score: -15898962.000000 Penalty: 13687.142578
	Iteration 23Q: 3 clusters Score -1.589896e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 68387 members 
Entering Unmasked Estep 
Score: -15898972.000000 Penalty: 13687.142578
	Iteration 24Q: 3 clusters Score -1.589897e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 68408 members 
Entering Unmasked Estep 
Score: -15898963.000000 Penalty: 13687.142578
	Iteration 25Q: 3 clusters Score -1.589896e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 68430 members 
Entering Unmasked Estep 
Score: -15898969.000000 Penalty: 13687.142578
	Iteration 26Q: 3 clusters Score -1.589897e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 68447 members 
Entering Unmasked Estep 
Score: -15898976.000000 Penalty: 13687.142578
	Iteration 27Q: 3 clusters Score -1.589898e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 68460 members 
Entering Unmasked Estep 
Score: -15898996.000000 Penalty: 13687.142578
	Iteration 28Q: 3 clusters Score -1.5899e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 68466 members 
Entering Unmasked Estep 
Score: -15898989.000000 Penalty: 13687.142578
	Iteration 29Q: 3 clusters Score -1.589899e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 68470 members 
Entering Unmasked Estep 
Score: -15898991.000000 Penalty: 13687.142578
	Iteration 30Q: 3 clusters Score -1.589899e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 68474 members 
Entering Unmasked Estep 
Score: -15898994.000000 Penalty: 13687.142578
	Iteration 31Q: 3 clusters Score -1.589899e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 68475 members 
Entering Unmasked Estep 
Score: -15898993.000000 Penalty: 13687.142578
	Iteration 32Q: 3 clusters Score -1.589899e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 68475 members 
Entering Unmasked Estep 
Score: -15898993.000000 Penalty: 13687.142578
	Iteration 33F: 3 clusters Score -1.589899e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (142411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142411 members 
Entering Unmasked Estep 
Score: -31563460.000000 Penalty: 7268.214355
	Iteration 0F: 2 clusters Score -3.156346e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71302 members 
Mstep: Class 2 contains 71109 members 
Entering Unmasked Estep 
Score: -31466992.000000 Penalty: 14536.428711
	Iteration 0F: 3 clusters Score -3.146699e+07 nChanged 66211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72769 members 
Mstep: Class 2 contains 69642 members 
Entering Unmasked Estep 
Score: -31503664.000000 Penalty: 14536.428711
	Iteration 1F: 3 clusters Score -3.150366e+07 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73570 members 
Mstep: Class 2 contains 68841 members 
Entering Unmasked Estep 
Score: -31504800.000000 Penalty: 14536.428711
	Iteration 2Q: 3 clusters Score -3.15048e+07 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74622 members 
Mstep: Class 2 contains 67789 members 
Entering Unmasked Estep 
Score: -31505860.000000 Penalty: 14536.428711
	Iteration 3Q: 3 clusters Score -3.150586e+07 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76220 members 
Mstep: Class 2 contains 66191 members 
Entering Unmasked Estep 
Score: -31506964.000000 Penalty: 14536.428711
	Iteration 4Q: 3 clusters Score -3.150696e+07 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78418 members 
Mstep: Class 2 contains 63993 members 
Entering Unmasked Estep 
Score: -31508176.000000 Penalty: 14536.428711
	Iteration 5Q: 3 clusters Score -3.150818e+07 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81624 members 
Mstep: Class 2 contains 60787 members 
Entering Unmasked Estep 
Score: -31509776.000000 Penalty: 14536.428711
	Iteration 6Q: 3 clusters Score -3.150978e+07 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86160 members 
Mstep: Class 2 contains 56251 members 
Entering Unmasked Estep 
Score: -31511906.000000 Penalty: 14536.428711
	Iteration 7Q: 3 clusters Score -3.151191e+07 nChanged 6893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92509 members 
Mstep: Class 2 contains 49902 members 
Entering Unmasked Estep 
Score: -31515236.000000 Penalty: 14536.428711
	Iteration 8Q: 3 clusters Score -3.151524e+07 nChanged 8609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100900 members 
Mstep: Class 2 contains 41511 members 
Entering Unmasked Estep 
Score: -31520626.000000 Penalty: 14536.428711
	Iteration 9F: 3 clusters Score -3.152063e+07 nChanged 10519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111317 members 
Mstep: Class 2 contains 31094 members 
Entering Unmasked Estep 
Score: -31528946.000000 Penalty: 14536.428711
	Iteration 10F: 3 clusters Score -3.152895e+07 nChanged 11251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122544 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -31539068.000000 Penalty: 14536.428711
	Iteration 11F: 3 clusters Score -3.153907e+07 nChanged 9145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131675 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -31547792.000000 Penalty: 14536.428711
	Iteration 12F: 3 clusters Score -3.154779e+07 nChanged 5529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137182 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -31552952.000000 Penalty: 14536.428711
	Iteration 13Q: 3 clusters Score -3.155295e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139746 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -31555268.000000 Penalty: 14536.428711
	Iteration 14Q: 3 clusters Score -3.155527e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140790 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -31556218.000000 Penalty: 14536.428711
	Iteration 15Q: 3 clusters Score -3.155622e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141182 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -31556676.000000 Penalty: 14536.428711
	Iteration 16Q: 3 clusters Score -3.155668e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141358 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -31556838.000000 Penalty: 14536.428711
	Iteration 17Q: 3 clusters Score -3.155684e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141457 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -31556994.000000 Penalty: 14536.428711
	Iteration 18Q: 3 clusters Score -3.155699e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141516 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -31557040.000000 Penalty: 14536.428711
	Iteration 19Q: 3 clusters Score -3.155704e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141562 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -31557068.000000 Penalty: 14536.428711
	Iteration 20F: 3 clusters Score -3.155707e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141585 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -31557084.000000 Penalty: 14536.428711
	Iteration 21Q: 3 clusters Score -3.155708e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141598 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -31557128.000000 Penalty: 14536.428711
	Iteration 22Q: 3 clusters Score -3.155713e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141604 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -31557148.000000 Penalty: 14536.428711
	Iteration 23Q: 3 clusters Score -3.155715e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141608 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -31557150.000000 Penalty: 14536.428711
	Iteration 24Q: 3 clusters Score -3.155715e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141613 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -31557160.000000 Penalty: 14536.428711
	Iteration 25Q: 3 clusters Score -3.155716e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141621 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -31557176.000000 Penalty: 14536.428711
	Iteration 26Q: 3 clusters Score -3.155718e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141627 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -31557186.000000 Penalty: 14536.428711
	Iteration 27Q: 3 clusters Score -3.155719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141629 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -31557176.000000 Penalty: 14536.428711
	Iteration 28Q: 3 clusters Score -3.155718e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141630 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -31557172.000000 Penalty: 14536.428711
	Iteration 29Q: 3 clusters Score -3.155717e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141630 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -31557172.000000 Penalty: 14536.428711
	Iteration 30F: 3 clusters Score -3.155717e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (30972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30972 members 
Entering Unmasked Estep 
Score: -6651386.000000 Penalty: 6333.763672
	Iteration 0F: 2 clusters Score -6651386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -6628021.000000 Penalty: 12667.527344
	Iteration 0F: 3 clusters Score -6628021 nChanged 13043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -6635409.000000 Penalty: 12667.527344
	Iteration 1F: 3 clusters Score -6635409 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -6636681.000000 Penalty: 12667.527344
	Iteration 2F: 3 clusters Score -6636681 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -6637890.500000 Penalty: 12667.527344
	Iteration 3F: 3 clusters Score -6637890 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -6639173.500000 Penalty: 12667.527344
	Iteration 4F: 3 clusters Score -6639174 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -6640419.500000 Penalty: 12667.527344
	Iteration 5F: 3 clusters Score -6640420 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -6641459.500000 Penalty: 12667.527344
	Iteration 6F: 3 clusters Score -6641460 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -6642317.000000 Penalty: 12667.527344
	Iteration 7Q: 3 clusters Score -6642317 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -6642910.000000 Penalty: 12667.527344
	Iteration 8Q: 3 clusters Score -6642910 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -6643350.000000 Penalty: 12667.527344
	Iteration 9Q: 3 clusters Score -6643350 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -6643630.000000 Penalty: 12667.527344
	Iteration 10Q: 3 clusters Score -6643630 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -6643848.500000 Penalty: 12667.527344
	Iteration 11Q: 3 clusters Score -6643848 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -6644027.000000 Penalty: 12667.527344
	Iteration 12Q: 3 clusters Score -6644027 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -6644228.000000 Penalty: 12667.527344
	Iteration 13Q: 3 clusters Score -6644228 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -6644401.000000 Penalty: 12667.527344
	Iteration 14Q: 3 clusters Score -6644401 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -6644522.000000 Penalty: 12667.527344
	Iteration 15Q: 3 clusters Score -6644522 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -6644672.000000 Penalty: 12667.527344
	Iteration 16Q: 3 clusters Score -6644672 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -6644789.500000 Penalty: 12667.527344
	Iteration 17Q: 3 clusters Score -6644790 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -6644912.000000 Penalty: 12667.527344
	Iteration 18Q: 3 clusters Score -6644912 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -6645003.000000 Penalty: 12667.527344
	Iteration 19Q: 3 clusters Score -6645003 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -6645088.500000 Penalty: 12667.527344
	Iteration 20F: 3 clusters Score -6645088 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -6645204.000000 Penalty: 12667.527344
	Iteration 21Q: 3 clusters Score -6645204 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -6645295.000000 Penalty: 12667.527344
	Iteration 22Q: 3 clusters Score -6645295 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -6645365.500000 Penalty: 12667.527344
	Iteration 23Q: 3 clusters Score -6645366 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -6645480.000000 Penalty: 12667.527344
	Iteration 24Q: 3 clusters Score -6645480 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -6645563.500000 Penalty: 12667.527344
	Iteration 25Q: 3 clusters Score -6645564 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -6645639.500000 Penalty: 12667.527344
	Iteration 26Q: 3 clusters Score -6645640 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -6645754.000000 Penalty: 12667.527344
	Iteration 27Q: 3 clusters Score -6645754 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -6645848.000000 Penalty: 12667.527344
	Iteration 28Q: 3 clusters Score -6645848 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -6645961.000000 Penalty: 12667.527344
	Iteration 29Q: 3 clusters Score -6645961 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -6646022.500000 Penalty: 12667.527344
	Iteration 30Q: 3 clusters Score -6646022 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -6646082.000000 Penalty: 12667.527344
	Iteration 31Q: 3 clusters Score -6646082 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -6646146.000000 Penalty: 12667.527344
	Iteration 32Q: 3 clusters Score -6646146 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -6646197.000000 Penalty: 12667.527344
	Iteration 33Q: 3 clusters Score -6646197 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -6646294.000000 Penalty: 12667.527344
	Iteration 34Q: 3 clusters Score -6646294 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -6646346.000000 Penalty: 12667.527344
	Iteration 35Q: 3 clusters Score -6646346 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -6646412.000000 Penalty: 12667.527344
	Iteration 36Q: 3 clusters Score -6646412 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -6646441.500000 Penalty: 12667.527344
	Iteration 37Q: 3 clusters Score -6646442 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -6646521.500000 Penalty: 12667.527344
	Iteration 38Q: 3 clusters Score -6646522 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -6646586.500000 Penalty: 12667.527344
	Iteration 39Q: 3 clusters Score -6646586 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -6646655.000000 Penalty: 12667.527344
	Iteration 40F: 3 clusters Score -6646655 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 22406 members 
Entering Unmasked Estep 
Score: -6646700.500000 Penalty: 12667.527344
	Iteration 41Q: 3 clusters Score -6646700 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -6646754.000000 Penalty: 12667.527344
	Iteration 42Q: 3 clusters Score -6646754 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -6646831.000000 Penalty: 12667.527344
	Iteration 43Q: 3 clusters Score -6646831 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -6646909.000000 Penalty: 12667.527344
	Iteration 44Q: 3 clusters Score -6646909 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -6646950.000000 Penalty: 12667.527344
	Iteration 45Q: 3 clusters Score -6646950 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -6646994.000000 Penalty: 12667.527344
	Iteration 46Q: 3 clusters Score -6646994 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -6647045.000000 Penalty: 12667.527344
	Iteration 47Q: 3 clusters Score -6647045 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -6647092.000000 Penalty: 12667.527344
	Iteration 48Q: 3 clusters Score -6647092 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -6647132.500000 Penalty: 12667.527344
	Iteration 49Q: 3 clusters Score -6647132 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -6647167.000000 Penalty: 12667.527344
	Iteration 50Q: 3 clusters Score -6647167 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -6647234.000000 Penalty: 12667.527344
	Iteration 51Q: 3 clusters Score -6647234 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -6647256.500000 Penalty: 12667.527344
	Iteration 52Q: 3 clusters Score -6647256 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -6647262.000000 Penalty: 12667.527344
	Iteration 53Q: 3 clusters Score -6647262 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -6647289.500000 Penalty: 12667.527344
	Iteration 54Q: 3 clusters Score -6647290 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -6647286.000000 Penalty: 12667.527344
	Iteration 55Q: 3 clusters Score -6647286 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
Score: -6647310.500000 Penalty: 12667.527344
	Iteration 56Q: 3 clusters Score -6647310 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 24320 members 
Entering Unmasked Estep 
Score: -6647326.500000 Penalty: 12667.527344
	Iteration 57Q: 3 clusters Score -6647326 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -6647335.000000 Penalty: 12667.527344
	Iteration 58Q: 3 clusters Score -6647335 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -6647347.500000 Penalty: 12667.527344
	Iteration 59Q: 3 clusters Score -6647348 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 24480 members 
Entering Unmasked Estep 
Score: -6647371.500000 Penalty: 12667.527344
	Iteration 60F: 3 clusters Score -6647372 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -6647410.000000 Penalty: 12667.527344
	Iteration 61Q: 3 clusters Score -6647410 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -6647405.500000 Penalty: 12667.527344
	Iteration 62Q: 3 clusters Score -6647406 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -6647397.000000 Penalty: 12667.527344
	Iteration 63Q: 3 clusters Score -6647397 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 24595 members 
Entering Unmasked Estep 
Score: -6647415.500000 Penalty: 12667.527344
	Iteration 64Q: 3 clusters Score -6647416 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 24627 members 
Entering Unmasked Estep 
Score: -6647407.500000 Penalty: 12667.527344
	Iteration 65Q: 3 clusters Score -6647408 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -6647419.000000 Penalty: 12667.527344
	Iteration 66Q: 3 clusters Score -6647419 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -6647422.000000 Penalty: 12667.527344
	Iteration 67Q: 3 clusters Score -6647422 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -6647428.500000 Penalty: 12667.527344
	Iteration 68Q: 3 clusters Score -6647428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -6647424.500000 Penalty: 12667.527344
	Iteration 69Q: 3 clusters Score -6647424 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -6647431.000000 Penalty: 12667.527344
	Iteration 70Q: 3 clusters Score -6647431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -6647436.500000 Penalty: 12667.527344
	Iteration 71Q: 3 clusters Score -6647436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 24769 members 
Entering Unmasked Estep 
Score: -6647430.500000 Penalty: 12667.527344
	Iteration 72Q: 3 clusters Score -6647430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 24781 members 
Entering Unmasked Estep 
Score: -6647428.000000 Penalty: 12667.527344
	Iteration 73Q: 3 clusters Score -6647428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
Score: -6647433.000000 Penalty: 12667.527344
	Iteration 74Q: 3 clusters Score -6647433 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -6647451.000000 Penalty: 12667.527344
	Iteration 75Q: 3 clusters Score -6647451 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -6647446.500000 Penalty: 12667.527344
	Iteration 76Q: 3 clusters Score -6647446 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -6647452.000000 Penalty: 12667.527344
	Iteration 77Q: 3 clusters Score -6647452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 24865 members 
Entering Unmasked Estep 
Score: -6647455.000000 Penalty: 12667.527344
	Iteration 78Q: 3 clusters Score -6647455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -6647461.500000 Penalty: 12667.527344
	Iteration 79Q: 3 clusters Score -6647462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -6647466.500000 Penalty: 12667.527344
	Iteration 80F: 3 clusters Score -6647466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -6647463.500000 Penalty: 12667.527344
	Iteration 81Q: 3 clusters Score -6647464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 24894 members 
Entering Unmasked Estep 
Score: -6647462.500000 Penalty: 12667.527344
	Iteration 82Q: 3 clusters Score -6647462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 24899 members 
Entering Unmasked Estep 
Score: -6647467.500000 Penalty: 12667.527344
	Iteration 83Q: 3 clusters Score -6647468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 24905 members 
Entering Unmasked Estep 
Score: -6647467.500000 Penalty: 12667.527344
	Iteration 84Q: 3 clusters Score -6647468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 24913 members 
Entering Unmasked Estep 
Score: -6647473.000000 Penalty: 12667.527344
	Iteration 85Q: 3 clusters Score -6647473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -6647477.500000 Penalty: 12667.527344
	Iteration 86Q: 3 clusters Score -6647478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 24924 members 
Entering Unmasked Estep 
Score: -6647473.000000 Penalty: 12667.527344
	Iteration 87Q: 3 clusters Score -6647473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 24933 members 
Entering Unmasked Estep 
Score: -6647478.500000 Penalty: 12667.527344
	Iteration 88Q: 3 clusters Score -6647478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -6647474.500000 Penalty: 12667.527344
	Iteration 89Q: 3 clusters Score -6647474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 24946 members 
Entering Unmasked Estep 
Score: -6647474.000000 Penalty: 12667.527344
	Iteration 90Q: 3 clusters Score -6647474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -6647471.500000 Penalty: 12667.527344
	Iteration 91Q: 3 clusters Score -6647472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -6647479.000000 Penalty: 12667.527344
	Iteration 92Q: 3 clusters Score -6647479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -6647482.000000 Penalty: 12667.527344
	Iteration 93Q: 3 clusters Score -6647482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -6647479.500000 Penalty: 12667.527344
	Iteration 94Q: 3 clusters Score -6647480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 24985 members 
Entering Unmasked Estep 
Score: -6647482.000000 Penalty: 12667.527344
	Iteration 95Q: 3 clusters Score -6647482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -6647485.000000 Penalty: 12667.527344
	Iteration 96Q: 3 clusters Score -6647485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 24996 members 
Entering Unmasked Estep 
Score: -6647489.500000 Penalty: 12667.527344
	Iteration 97Q: 3 clusters Score -6647490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 24996 members 
Entering Unmasked Estep 
Score: -6647489.500000 Penalty: 12667.527344
	Iteration 98F: 3 clusters Score -6647490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (44210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44210 members 
Entering Unmasked Estep 
Score: -9972659.000000 Penalty: 6551.732910
	Iteration 0F: 2 clusters Score -9972659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 22237 members 
Entering Unmasked Estep 
Score: -9940758.000000 Penalty: 13103.465820
	Iteration 0F: 3 clusters Score -9940758 nChanged 19167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -9950842.000000 Penalty: 13103.465820
	Iteration 1F: 3 clusters Score -9950842 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -9951684.000000 Penalty: 13103.465820
	Iteration 2F: 3 clusters Score -9951684 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -9952446.000000 Penalty: 13103.465820
	Iteration 3Q: 3 clusters Score -9952446 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 24899 members 
Entering Unmasked Estep 
Score: -9953079.000000 Penalty: 13103.465820
	Iteration 4Q: 3 clusters Score -9953079 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 25972 members 
Entering Unmasked Estep 
Score: -9953715.000000 Penalty: 13103.465820
	Iteration 5Q: 3 clusters Score -9953715 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 27343 members 
Entering Unmasked Estep 
Score: -9954517.000000 Penalty: 13103.465820
	Iteration 6Q: 3 clusters Score -9954517 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 29036 members 
Entering Unmasked Estep 
Score: -9955441.000000 Penalty: 13103.465820
	Iteration 7Q: 3 clusters Score -9955441 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 31118 members 
Entering Unmasked Estep 
Score: -9956770.000000 Penalty: 13103.465820
	Iteration 8F: 3 clusters Score -9956770 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 33521 members 
Entering Unmasked Estep 
Score: -9958505.000000 Penalty: 13103.465820
	Iteration 9F: 3 clusters Score -9958505 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 36065 members 
Entering Unmasked Estep 
Score: -9960586.000000 Penalty: 13103.465820
	Iteration 10F: 3 clusters Score -9960586 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 38446 members 
Entering Unmasked Estep 
Score: -9962774.000000 Penalty: 13103.465820
	Iteration 11F: 3 clusters Score -9962774 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 40333 members 
Entering Unmasked Estep 
Score: -9964432.000000 Penalty: 13103.465820
	Iteration 12Q: 3 clusters Score -9964432 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 41600 members 
Entering Unmasked Estep 
Score: -9965676.000000 Penalty: 13103.465820
	Iteration 13Q: 3 clusters Score -9965676 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 42295 members 
Entering Unmasked Estep 
Score: -9966355.000000 Penalty: 13103.465820
	Iteration 14Q: 3 clusters Score -9966355 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 42658 members 
Entering Unmasked Estep 
Score: -9966718.000000 Penalty: 13103.465820
	Iteration 15Q: 3 clusters Score -9966718 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 42860 members 
Entering Unmasked Estep 
Score: -9966882.000000 Penalty: 13103.465820
	Iteration 16Q: 3 clusters Score -9966882 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 42965 members 
Entering Unmasked Estep 
Score: -9966993.000000 Penalty: 13103.465820
	Iteration 17Q: 3 clusters Score -9966993 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 43041 members 
Entering Unmasked Estep 
Score: -9967080.000000 Penalty: 13103.465820
	Iteration 18Q: 3 clusters Score -9967080 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 43087 members 
Entering Unmasked Estep 
Score: -9967140.000000 Penalty: 13103.465820
	Iteration 19Q: 3 clusters Score -9967140 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 43112 members 
Entering Unmasked Estep 
Score: -9967168.000000 Penalty: 13103.465820
	Iteration 20F: 3 clusters Score -9967168 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 43133 members 
Entering Unmasked Estep 
Score: -9967193.000000 Penalty: 13103.465820
	Iteration 21Q: 3 clusters Score -9967193 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 43150 members 
Entering Unmasked Estep 
Score: -9967190.000000 Penalty: 13103.465820
	Iteration 22Q: 3 clusters Score -9967190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 43155 members 
Entering Unmasked Estep 
Score: -9967207.000000 Penalty: 13103.465820
	Iteration 23Q: 3 clusters Score -9967207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 43164 members 
Entering Unmasked Estep 
Score: -9967221.000000 Penalty: 13103.465820
	Iteration 24Q: 3 clusters Score -9967221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 43166 members 
Entering Unmasked Estep 
Score: -9967215.000000 Penalty: 13103.465820
	Iteration 25Q: 3 clusters Score -9967215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 43168 members 
Entering Unmasked Estep 
Score: -9967225.000000 Penalty: 13103.465820
	Iteration 26Q: 3 clusters Score -9967225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 43170 members 
Entering Unmasked Estep 
Score: -9967221.000000 Penalty: 13103.465820
	Iteration 27Q: 3 clusters Score -9967221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 43173 members 
Entering Unmasked Estep 
Score: -9967221.000000 Penalty: 13103.465820
	Iteration 28Q: 3 clusters Score -9967221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 43175 members 
Entering Unmasked Estep 
Score: -9967218.000000 Penalty: 13103.465820
	Iteration 29Q: 3 clusters Score -9967218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 43176 members 
Entering Unmasked Estep 
Score: -9967217.000000 Penalty: 13103.465820
	Iteration 30Q: 3 clusters Score -9967217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 43177 members 
Entering Unmasked Estep 
Score: -9967223.000000 Penalty: 13103.465820
	Iteration 31Q: 3 clusters Score -9967223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 43178 members 
Entering Unmasked Estep 
Score: -9967218.000000 Penalty: 13103.465820
	Iteration 32Q: 3 clusters Score -9967218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 43180 members 
Entering Unmasked Estep 
Score: -9967214.000000 Penalty: 13103.465820
	Iteration 33Q: 3 clusters Score -9967214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 43185 members 
Entering Unmasked Estep 
Score: -9967221.000000 Penalty: 13103.465820
	Iteration 34Q: 3 clusters Score -9967221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 43186 members 
Entering Unmasked Estep 
Score: -9967224.000000 Penalty: 13103.465820
	Iteration 35Q: 3 clusters Score -9967224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 43187 members 
Entering Unmasked Estep 
Score: -9967225.000000 Penalty: 13103.465820
	Iteration 36Q: 3 clusters Score -9967225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 43188 members 
Entering Unmasked Estep 
Score: -9967223.000000 Penalty: 13103.465820
	Iteration 37Q: 3 clusters Score -9967223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 43190 members 
Entering Unmasked Estep 
Score: -9967220.000000 Penalty: 13103.465820
	Iteration 38Q: 3 clusters Score -9967220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 43192 members 
Entering Unmasked Estep 
Score: -9967221.000000 Penalty: 13103.465820
	Iteration 39Q: 3 clusters Score -9967221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 43193 members 
Entering Unmasked Estep 
Score: -9967220.000000 Penalty: 13103.465820
	Iteration 40F: 3 clusters Score -9967220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 43194 members 
Entering Unmasked Estep 
Score: -9967222.000000 Penalty: 13103.465820
	Iteration 41Q: 3 clusters Score -9967222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 43195 members 
Entering Unmasked Estep 
Score: -9967230.000000 Penalty: 13103.465820
	Iteration 42Q: 3 clusters Score -9967230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 43196 members 
Entering Unmasked Estep 
Score: -9967226.000000 Penalty: 13103.465820
	Iteration 43Q: 3 clusters Score -9967226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 43197 members 
Entering Unmasked Estep 
Score: -9967222.000000 Penalty: 13103.465820
	Iteration 44Q: 3 clusters Score -9967222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 43198 members 
Entering Unmasked Estep 
Score: -9967223.000000 Penalty: 13103.465820
	Iteration 45Q: 3 clusters Score -9967223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 43198 members 
Entering Unmasked Estep 
Score: -9967229.000000 Penalty: 13103.465820
	Iteration 46Q: 3 clusters Score -9967229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 43198 members 
Entering Unmasked Estep 
Score: -9967229.000000 Penalty: 13103.465820
	Iteration 47F: 3 clusters Score -9967229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (35982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35982 members 
Entering Unmasked Estep 
Score: -8150263.000000 Penalty: 6425.599121
	Iteration 0F: 2 clusters Score -8150263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -8123595.500000 Penalty: 12851.198242
	Iteration 0F: 3 clusters Score -8123596 nChanged 15363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -8131866.500000 Penalty: 12851.198242
	Iteration 1F: 3 clusters Score -8131866 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -8132694.000000 Penalty: 12851.198242
	Iteration 2F: 3 clusters Score -8132694 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -8133293.000000 Penalty: 12851.198242
	Iteration 3Q: 3 clusters Score -8133293 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -8133982.000000 Penalty: 12851.198242
	Iteration 4Q: 3 clusters Score -8133982 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -8134669.000000 Penalty: 12851.198242
	Iteration 5Q: 3 clusters Score -8134669 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -8135446.500000 Penalty: 12851.198242
	Iteration 6Q: 3 clusters Score -8135446 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -8136321.500000 Penalty: 12851.198242
	Iteration 7Q: 3 clusters Score -8136322 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -8137256.000000 Penalty: 12851.198242
	Iteration 8Q: 3 clusters Score -8137256 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -8138175.000000 Penalty: 12851.198242
	Iteration 9Q: 3 clusters Score -8138175 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -8139018.000000 Penalty: 12851.198242
	Iteration 10Q: 3 clusters Score -8139018 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -8139838.500000 Penalty: 12851.198242
	Iteration 11Q: 3 clusters Score -8139838 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -8140507.000000 Penalty: 12851.198242
	Iteration 12Q: 3 clusters Score -8140507 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -8141028.000000 Penalty: 12851.198242
	Iteration 13Q: 3 clusters Score -8141028 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -8141617.500000 Penalty: 12851.198242
	Iteration 14Q: 3 clusters Score -8141618 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 26086 members 
Entering Unmasked Estep 
Score: -8142024.500000 Penalty: 12851.198242
	Iteration 15Q: 3 clusters Score -8142024 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 26927 members 
Entering Unmasked Estep 
Score: -8142419.500000 Penalty: 12851.198242
	Iteration 16Q: 3 clusters Score -8142420 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 27676 members 
Entering Unmasked Estep 
Score: -8142743.500000 Penalty: 12851.198242
	Iteration 17Q: 3 clusters Score -8142744 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 28394 members 
Entering Unmasked Estep 
Score: -8143059.000000 Penalty: 12851.198242
	Iteration 18Q: 3 clusters Score -8143059 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 29083 members 
Entering Unmasked Estep 
Score: -8143371.500000 Penalty: 12851.198242
	Iteration 19Q: 3 clusters Score -8143372 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 29735 members 
Entering Unmasked Estep 
Score: -8143671.000000 Penalty: 12851.198242
	Iteration 20F: 3 clusters Score -8143671 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 30336 members 
Entering Unmasked Estep 
Score: -8143968.500000 Penalty: 12851.198242
	Iteration 21Q: 3 clusters Score -8143968 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 30841 members 
Entering Unmasked Estep 
Score: -8144168.500000 Penalty: 12851.198242
	Iteration 22Q: 3 clusters Score -8144168 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 31308 members 
Entering Unmasked Estep 
Score: -8144405.000000 Penalty: 12851.198242
	Iteration 23Q: 3 clusters Score -8144405 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 31713 members 
Entering Unmasked Estep 
Score: -8144578.500000 Penalty: 12851.198242
	Iteration 24Q: 3 clusters Score -8144578 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 32074 members 
Entering Unmasked Estep 
Score: -8144755.500000 Penalty: 12851.198242
	Iteration 25Q: 3 clusters Score -8144756 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 32407 members 
Entering Unmasked Estep 
Score: -8144908.000000 Penalty: 12851.198242
	Iteration 26Q: 3 clusters Score -8144908 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 32694 members 
Entering Unmasked Estep 
Score: -8145070.500000 Penalty: 12851.198242
	Iteration 27Q: 3 clusters Score -8145070 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 32926 members 
Entering Unmasked Estep 
Score: -8145158.500000 Penalty: 12851.198242
	Iteration 28Q: 3 clusters Score -8145158 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 33122 members 
Entering Unmasked Estep 
Score: -8145271.500000 Penalty: 12851.198242
	Iteration 29Q: 3 clusters Score -8145272 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 33293 members 
Entering Unmasked Estep 
Score: -8145368.500000 Penalty: 12851.198242
	Iteration 30Q: 3 clusters Score -8145368 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 33409 members 
Entering Unmasked Estep 
Score: -8145424.500000 Penalty: 12851.198242
	Iteration 31Q: 3 clusters Score -8145424 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 33509 members 
Entering Unmasked Estep 
Score: -8145457.500000 Penalty: 12851.198242
	Iteration 32Q: 3 clusters Score -8145458 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 33602 members 
Entering Unmasked Estep 
Score: -8145517.500000 Penalty: 12851.198242
	Iteration 33Q: 3 clusters Score -8145518 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
Score: -8145550.000000 Penalty: 12851.198242
	Iteration 34Q: 3 clusters Score -8145550 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 33727 members 
Entering Unmasked Estep 
Score: -8145571.000000 Penalty: 12851.198242
	Iteration 35Q: 3 clusters Score -8145571 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 33781 members 
Entering Unmasked Estep 
Score: -8145604.000000 Penalty: 12851.198242
	Iteration 36Q: 3 clusters Score -8145604 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 33815 members 
Entering Unmasked Estep 
Score: -8145601.000000 Penalty: 12851.198242
	Iteration 37Q: 3 clusters Score -8145601 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 33843 members 
Entering Unmasked Estep 
Score: -8145624.000000 Penalty: 12851.198242
	Iteration 38Q: 3 clusters Score -8145624 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 33866 members 
Entering Unmasked Estep 
Score: -8145628.500000 Penalty: 12851.198242
	Iteration 39Q: 3 clusters Score -8145628 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 33885 members 
Entering Unmasked Estep 
Score: -8145624.000000 Penalty: 12851.198242
	Iteration 40F: 3 clusters Score -8145624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 33896 members 
Entering Unmasked Estep 
Score: -8145640.000000 Penalty: 12851.198242
	Iteration 41Q: 3 clusters Score -8145640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 33906 members 
Entering Unmasked Estep 
Score: -8145651.000000 Penalty: 12851.198242
	Iteration 42Q: 3 clusters Score -8145651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 33913 members 
Entering Unmasked Estep 
Score: -8145643.500000 Penalty: 12851.198242
	Iteration 43Q: 3 clusters Score -8145644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 33918 members 
Entering Unmasked Estep 
Score: -8145659.500000 Penalty: 12851.198242
	Iteration 44Q: 3 clusters Score -8145660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 33927 members 
Entering Unmasked Estep 
Score: -8145658.000000 Penalty: 12851.198242
	Iteration 45Q: 3 clusters Score -8145658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -8145663.000000 Penalty: 12851.198242
	Iteration 46Q: 3 clusters Score -8145663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 33941 members 
Entering Unmasked Estep 
Score: -8145661.500000 Penalty: 12851.198242
	Iteration 47Q: 3 clusters Score -8145662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 33947 members 
Entering Unmasked Estep 
Score: -8145672.500000 Penalty: 12851.198242
	Iteration 48Q: 3 clusters Score -8145672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 33956 members 
Entering Unmasked Estep 
Score: -8145677.000000 Penalty: 12851.198242
	Iteration 49Q: 3 clusters Score -8145677 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 33964 members 
Entering Unmasked Estep 
Score: -8145680.500000 Penalty: 12851.198242
	Iteration 50Q: 3 clusters Score -8145680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 33969 members 
Entering Unmasked Estep 
Score: -8145673.000000 Penalty: 12851.198242
	Iteration 51Q: 3 clusters Score -8145673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 33973 members 
Entering Unmasked Estep 
Score: -8145690.000000 Penalty: 12851.198242
	Iteration 52Q: 3 clusters Score -8145690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 33980 members 
Entering Unmasked Estep 
Score: -8145682.000000 Penalty: 12851.198242
	Iteration 53Q: 3 clusters Score -8145682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 33984 members 
Entering Unmasked Estep 
Score: -8145685.000000 Penalty: 12851.198242
	Iteration 54Q: 3 clusters Score -8145685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 33986 members 
Entering Unmasked Estep 
Score: -8145702.500000 Penalty: 12851.198242
	Iteration 55Q: 3 clusters Score -8145702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 33988 members 
Entering Unmasked Estep 
Score: -8145695.500000 Penalty: 12851.198242
	Iteration 56Q: 3 clusters Score -8145696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 33989 members 
Entering Unmasked Estep 
Score: -8145688.500000 Penalty: 12851.198242
	Iteration 57Q: 3 clusters Score -8145688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 33989 members 
Entering Unmasked Estep 
Score: -8145688.500000 Penalty: 12851.198242
	Iteration 58F: 3 clusters Score -8145688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Entering Unmasked Estep 
Score: -192664.781250 Penalty: 4212.343750
	Iteration 0F: 2 clusters Score -192664.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -188754.078125 Penalty: 8424.687500
	Iteration 0F: 3 clusters Score -188754.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -189237.359375 Penalty: 8424.687500
	Iteration 1F: 3 clusters Score -189237.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -189425.250000 Penalty: 8424.687500
	Iteration 2F: 3 clusters Score -189425.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -189602.859375 Penalty: 8424.687500
	Iteration 3Q: 3 clusters Score -189602.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -189764.515625 Penalty: 8424.687500
	Iteration 4Q: 3 clusters Score -189764.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -189893.312500 Penalty: 8424.687500
	Iteration 5Q: 3 clusters Score -189893.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -189996.875000 Penalty: 8424.687500
	Iteration 6Q: 3 clusters Score -189996.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -190118.750000 Penalty: 8424.687500
	Iteration 7Q: 3 clusters Score -190118.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -190229.968750 Penalty: 8424.687500
	Iteration 8Q: 3 clusters Score -190230 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -190405.062500 Penalty: 8424.687500
	Iteration 9Q: 3 clusters Score -190405.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -190587.109375 Penalty: 8424.687500
	Iteration 10Q: 3 clusters Score -190587.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -190681.984375 Penalty: 8424.687500
	Iteration 11Q: 3 clusters Score -190682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -190813.468750 Penalty: 8424.687500
	Iteration 12Q: 3 clusters Score -190813.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -191066.781250 Penalty: 8424.687500
	Iteration 13Q: 3 clusters Score -191066.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -191104.015625 Penalty: 8424.687500
	Iteration 14Q: 3 clusters Score -191104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -191114.031250 Penalty: 8424.687500
	Iteration 15Q: 3 clusters Score -191114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -191117.734375 Penalty: 8424.687500
	Iteration 16Q: 3 clusters Score -191117.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -191120.140625 Penalty: 8424.687500
	Iteration 17Q: 3 clusters Score -191120.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -191128.328125 Penalty: 8424.687500
	Iteration 18F: 3 clusters Score -191128.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -191148.140625 Penalty: 8424.687500
	Iteration 19Q: 3 clusters Score -191148.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -191160.921875 Penalty: 8424.687500
	Iteration 20F: 3 clusters Score -191160.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -191164.281250 Penalty: 8424.687500
	Iteration 21Q: 3 clusters Score -191164.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -191176.437500 Penalty: 8424.687500
	Iteration 22Q: 3 clusters Score -191176.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -191176.437500 Penalty: 8424.687500
	Iteration 23F: 3 clusters Score -191176.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Entering Unmasked Estep 
Score: -1741668.750000 Penalty: 5488.758301
	Iteration 0F: 2 clusters Score -1741669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1732824.500000 Penalty: 10977.516602
	Iteration 0F: 3 clusters Score -1732824 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1734431.250000 Penalty: 10977.516602
	Iteration 1F: 3 clusters Score -1734431 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1734832.000000 Penalty: 10977.516602
	Iteration 2F: 3 clusters Score -1734832 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1735049.500000 Penalty: 10977.516602
	Iteration 3Q: 3 clusters Score -1735050 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1735198.500000 Penalty: 10977.516602
	Iteration 4Q: 3 clusters Score -1735198 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1735285.750000 Penalty: 10977.516602
	Iteration 5Q: 3 clusters Score -1735286 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1735340.000000 Penalty: 10977.516602
	Iteration 6Q: 3 clusters Score -1735340 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1735383.500000 Penalty: 10977.516602
	Iteration 7Q: 3 clusters Score -1735384 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1735418.375000 Penalty: 10977.516602
	Iteration 8Q: 3 clusters Score -1735418 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1735452.750000 Penalty: 10977.516602
	Iteration 9Q: 3 clusters Score -1735453 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1735482.000000 Penalty: 10977.516602
	Iteration 10Q: 3 clusters Score -1735482 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1735504.500000 Penalty: 10977.516602
	Iteration 11Q: 3 clusters Score -1735504 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1735533.000000 Penalty: 10977.516602
	Iteration 12Q: 3 clusters Score -1735533 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1735550.625000 Penalty: 10977.516602
	Iteration 13Q: 3 clusters Score -1735551 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1735564.000000 Penalty: 10977.516602
	Iteration 14Q: 3 clusters Score -1735564 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1735577.125000 Penalty: 10977.516602
	Iteration 15Q: 3 clusters Score -1735577 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1735586.000000 Penalty: 10977.516602
	Iteration 16Q: 3 clusters Score -1735586 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1735590.375000 Penalty: 10977.516602
	Iteration 17Q: 3 clusters Score -1735590 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1735602.625000 Penalty: 10977.516602
	Iteration 18Q: 3 clusters Score -1735603 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1735610.875000 Penalty: 10977.516602
	Iteration 19Q: 3 clusters Score -1735611 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1735617.625000 Penalty: 10977.516602
	Iteration 20F: 3 clusters Score -1735618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1735622.625000 Penalty: 10977.516602
	Iteration 21Q: 3 clusters Score -1735623 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1735624.500000 Penalty: 10977.516602
	Iteration 22Q: 3 clusters Score -1735624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1735623.000000 Penalty: 10977.516602
	Iteration 23Q: 3 clusters Score -1735623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1735628.875000 Penalty: 10977.516602
	Iteration 24Q: 3 clusters Score -1735629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1735630.625000 Penalty: 10977.516602
	Iteration 25Q: 3 clusters Score -1735631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1735632.500000 Penalty: 10977.516602
	Iteration 26Q: 3 clusters Score -1735632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1735633.625000 Penalty: 10977.516602
	Iteration 27Q: 3 clusters Score -1735634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1735636.750000 Penalty: 10977.516602
	Iteration 28Q: 3 clusters Score -1735637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1735636.750000 Penalty: 10977.516602
	Iteration 29F: 3 clusters Score -1735637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (27710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27710 members 
Entering Unmasked Estep 
Score: -6075382.000000 Penalty: 6265.598633
	Iteration 0F: 2 clusters Score -6075382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -6054031.000000 Penalty: 12531.197266
	Iteration 0F: 3 clusters Score -6054031 nChanged 11535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -6059958.000000 Penalty: 12531.197266
	Iteration 1F: 3 clusters Score -6059958 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -6060664.000000 Penalty: 12531.197266
	Iteration 2F: 3 clusters Score -6060664 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -6061137.000000 Penalty: 12531.197266
	Iteration 3Q: 3 clusters Score -6061137 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -6061480.000000 Penalty: 12531.197266
	Iteration 4Q: 3 clusters Score -6061480 nChanged 877
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -6061857.500000 Penalty: 12531.197266
	Iteration 5Q: 3 clusters Score -6061858 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -6062202 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -6062564.500000 Penalty: 12531.197266
	Iteration 7Q: 3 clusters Score -6062564 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -6062973.500000 Penalty: 12531.197266
	Iteration 8Q: 3 clusters Score -6062974 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -6063342.000000 Penalty: 12531.197266
	Iteration 9Q: 3 clusters Score -6063342 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -6063670 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -6063939.500000 Penalty: 12531.197266
	Iteration 11Q: 3 clusters Score -6063940 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -6064186 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -6064412.500000 Penalty: 12531.197266
	Iteration 13Q: 3 clusters Score -6064412 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -6064597.000000 Penalty: 12531.197266
	Iteration 14Q: 3 clusters Score -6064597 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -6064736.000000 Penalty: 12531.197266
	Iteration 15Q: 3 clusters Score -6064736 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -6064890 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -6065030.500000 Penalty: 12531.197266
	Iteration 17Q: 3 clusters Score -6065030 nChanged 419
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -6065137.000000 Penalty: 12531.197266
	Iteration 18Q: 3 clusters Score -6065137 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -6065210.500000 Penalty: 12531.197266
	Iteration 19Q: 3 clusters Score -6065210 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -6065307.500000 Penalty: 12531.197266
	Iteration 20F: 3 clusters Score -6065308 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -6065394.000000 Penalty: 12531.197266
	Iteration 21Q: 3 clusters Score -6065394 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -6065461.000000 Penalty: 12531.197266
	Iteration 22Q: 3 clusters Score -6065461 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -6065523.000000 Penalty: 12531.197266
	Iteration 23Q: 3 clusters Score -6065523 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -6065602.500000 Penalty: 12531.197266
	Iteration 24Q: 3 clusters Score -6065602 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -6065637.000000 Penalty: 12531.197266
	Iteration 25Q: 3 clusters Score -6065637 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -6065675.500000 Penalty: 12531.197266
	Iteration 26Q: 3 clusters Score -6065676 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -6065742.500000 Penalty: 12531.197266
	Iteration 27Q: 3 clusters Score -6065742 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6065789 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -6065816.500000 Penalty: 12531.197266
	Iteration 29Q: 3 clusters Score -6065816 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6065862 nChanged 192
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -6065916.500000 Penalty: 12531.197266
	Iteration 31Q: 3 clusters Score -6065916 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6065948 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -6065979.500000 Penalty: 12531.197266
	Iteration 33Q: 3 clusters Score -6065980 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -6066018.500000 Penalty: 12531.197266
	Iteration 34Q: 3 clusters Score -6066018 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6066093 nChanged 208
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6066130 nChanged 239
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -6066196.000000 Penalty: 12531.197266
	Iteration 37Q: 3 clusters Score -6066196 nChanged 248
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Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6066266 nChanged 277
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6066338 nChanged 271
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6066394 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6066473 nChanged 279
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -6066523.500000 Penalty: 12531.197266
	Iteration 42Q: 3 clusters Score -6066524 nChanged 291
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6066612 nChanged 311
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6066676 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6066760 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6066884 nChanged 359
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6067039 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -6067143.500000 Penalty: 12531.197266
	Iteration 48Q: 3 clusters Score -6067144 nChanged 403
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -6067279.000000 Penalty: 12531.197266
	Iteration 49Q: 3 clusters Score -6067279 nChanged 406
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -6067422.000000 Penalty: 12531.197266
	Iteration 50Q: 3 clusters Score -6067422 nChanged 397
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -6067562.000000 Penalty: 12531.197266
	Iteration 51Q: 3 clusters Score -6067562 nChanged 367
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Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6067708 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -6067824.500000 Penalty: 12531.197266
	Iteration 53Q: 3 clusters Score -6067824 nChanged 342
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Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6067960 nChanged 386
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Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6068134 nChanged 373
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Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -6068290.000000 Penalty: 12531.197266
	Iteration 56Q: 3 clusters Score -6068290 nChanged 356
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Mstep: Class 1 contains 22632 members 
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Entering Unmasked Estep 
Score: -6068449.000000 Penalty: 12531.197266
	Iteration 57Q: 3 clusters Score -6068449 nChanged 312
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Mstep: Class 1 contains 22928 members 
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Entering Unmasked Estep 
Score: -6068579.500000 Penalty: 12531.197266
	Iteration 58Q: 3 clusters Score -6068580 nChanged 267
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Mstep: Class 1 contains 23179 members 
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Entering Unmasked Estep 
Score: -6068676.500000 Penalty: 12531.197266
	Iteration 59Q: 3 clusters Score -6068676 nChanged 243
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Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6068775 nChanged 239
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Mstep: Class 1 contains 23645 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6068878 nChanged 229
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Mstep: Class 1 contains 23866 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6068974 nChanged 190
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Mstep: Class 1 contains 24042 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6069050 nChanged 194
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Mstep: Class 1 contains 24226 members 
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Entering Unmasked Estep 
Score: -6069142.000000 Penalty: 12531.197266
	Iteration 64Q: 3 clusters Score -6069142 nChanged 202
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Mstep: Class 1 contains 24424 members 
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Entering Unmasked Estep 
Score: -6069232.500000 Penalty: 12531.197266
	Iteration 65Q: 3 clusters Score -6069232 nChanged 192
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Mstep: Class 1 contains 24602 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6069308 nChanged 166
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Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6069376 nChanged 140
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Mstep: Class 1 contains 24888 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6069438 nChanged 108
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Mstep: Class 1 contains 24990 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6069488 nChanged 91
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Mstep: Class 1 contains 25073 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6069530 nChanged 82
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Mstep: Class 1 contains 25149 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6069565 nChanged 73
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Mstep: Class 1 contains 25218 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6069584 nChanged 69
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Mstep: Class 1 contains 25281 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6069624 nChanged 77
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Mstep: Class 1 contains 25350 members 
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Entering Unmasked Estep 
Score: -6069672.000000 Penalty: 12531.197266
	Iteration 74Q: 3 clusters Score -6069672 nChanged 65
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Mstep: Class 1 contains 25409 members 
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	Iteration 75Q: 3 clusters Score -6069712 nChanged 66
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	Iteration 76Q: 3 clusters Score -6069734 nChanged 44
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Score: -6069756.500000 Penalty: 12531.197266
	Iteration 77Q: 3 clusters Score -6069756 nChanged 53
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Mstep: Class 1 contains 25546 members 
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	Iteration 78Q: 3 clusters Score -6069788 nChanged 42
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Mstep: Class 1 contains 25584 members 
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Score: -6069805.500000 Penalty: 12531.197266
	Iteration 79Q: 3 clusters Score -6069806 nChanged 45
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Mstep: Class 1 contains 25623 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6069828 nChanged 41
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Mstep: Class 1 contains 25660 members 
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	Iteration 81Q: 3 clusters Score -6069850 nChanged 38
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Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 2014 members 
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	Iteration 82Q: 3 clusters Score -6069888 nChanged 35
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Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 1985 members 
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	Iteration 83Q: 3 clusters Score -6069904 nChanged 26
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Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -6069919.500000 Penalty: 12531.197266
	Iteration 84Q: 3 clusters Score -6069920 nChanged 22
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Mstep: Class 1 contains 25771 members 
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	Iteration 85Q: 3 clusters Score -6069935 nChanged 19
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Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -6069945.500000 Penalty: 12531.197266
	Iteration 86Q: 3 clusters Score -6069946 nChanged 15
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Mstep: Class 1 contains 25795 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -6069948.500000 Penalty: 12531.197266
	Iteration 87Q: 3 clusters Score -6069948 nChanged 17
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Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 1900 members 
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	Iteration 88Q: 3 clusters Score -6069963 nChanged 17
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Mstep: Class 1 contains 25827 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6069966 nChanged 20
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Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6069970 nChanged 25
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Mstep: Class 1 contains 25866 members 
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	Iteration 91Q: 3 clusters Score -6069981 nChanged 20
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Mstep: Class 1 contains 25882 members 
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	Iteration 92Q: 3 clusters Score -6069996 nChanged 19
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	Iteration 93Q: 3 clusters Score -6069998 nChanged 15
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Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 1796 members 
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	Iteration 94Q: 3 clusters Score -6070000 nChanged 22
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Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6070012 nChanged 25
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Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -6070018.500000 Penalty: 12531.197266
	Iteration 96Q: 3 clusters Score -6070018 nChanged 16
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Mstep: Class 1 contains 25971 members 
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Entering Unmasked Estep 
Score: -6070033.500000 Penalty: 12531.197266
	Iteration 97Q: 3 clusters Score -6070034 nChanged 15
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Mstep: Class 1 contains 25984 members 
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Entering Unmasked Estep 
Score: -6070045.000000 Penalty: 12531.197266
	Iteration 98Q: 3 clusters Score -6070045 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -6070047.000000 Penalty: 12531.197266
	Iteration 99Q: 3 clusters Score -6070047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -6070055.500000 Penalty: 12531.197266
	Iteration 100F: 3 clusters Score -6070056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -6070054.500000 Penalty: 12531.197266
	Iteration 101Q: 3 clusters Score -6070054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -6070058.500000 Penalty: 12531.197266
	Iteration 102Q: 3 clusters Score -6070058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -6070048.500000 Penalty: 12531.197266
	Iteration 103Q: 3 clusters Score -6070048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -6070053.000000 Penalty: 12531.197266
	Iteration 104Q: 3 clusters Score -6070053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -6070056.500000 Penalty: 12531.197266
	Iteration 105Q: 3 clusters Score -6070056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26011 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -6070060.000000 Penalty: 12531.197266
	Iteration 106Q: 3 clusters Score -6070060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26014 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -6070059.000000 Penalty: 12531.197266
	Iteration 107Q: 3 clusters Score -6070059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -6070056.000000 Penalty: 12531.197266
	Iteration 108Q: 3 clusters Score -6070056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26018 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -6070059.000000 Penalty: 12531.197266
	Iteration 109Q: 3 clusters Score -6070059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -6070065.500000 Penalty: 12531.197266
	Iteration 110Q: 3 clusters Score -6070066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -6070074.000000 Penalty: 12531.197266
	Iteration 111Q: 3 clusters Score -6070074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -6070079.500000 Penalty: 12531.197266
	Iteration 112Q: 3 clusters Score -6070080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -6070077.500000 Penalty: 12531.197266
	Iteration 113Q: 3 clusters Score -6070078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -6070086.500000 Penalty: 12531.197266
	Iteration 114Q: 3 clusters Score -6070086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -6070082.000000 Penalty: 12531.197266
	Iteration 115Q: 3 clusters Score -6070082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -6070098.500000 Penalty: 12531.197266
	Iteration 116Q: 3 clusters Score -6070098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -6070099.000000 Penalty: 12531.197266
	Iteration 117Q: 3 clusters Score -6070099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26073 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -6070093.000000 Penalty: 12531.197266
	Iteration 118Q: 3 clusters Score -6070093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -6070102.000000 Penalty: 12531.197266
	Iteration 119Q: 3 clusters Score -6070102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -6070096.500000 Penalty: 12531.197266
	Iteration 120F: 3 clusters Score -6070096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -6070103.500000 Penalty: 12531.197266
	Iteration 121Q: 3 clusters Score -6070104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -6070107.000000 Penalty: 12531.197266
	Iteration 122Q: 3 clusters Score -6070107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -6070107.000000 Penalty: 12531.197266
	Iteration 123Q: 3 clusters Score -6070107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -6070107.000000 Penalty: 12531.197266
	Iteration 124F: 3 clusters Score -6070107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Entering Unmasked Estep 
Score: -1275095.750000 Penalty: 5325.280273
	Iteration 0F: 2 clusters Score -1275096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1267473.500000 Penalty: 10650.560547
	Iteration 0F: 3 clusters Score -1267474 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1268983.875000 Penalty: 10650.560547
	Iteration 1F: 3 clusters Score -1268984 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1269625.500000 Penalty: 10650.560547
	Iteration 2F: 3 clusters Score -1269626 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1270210.125000 Penalty: 10650.560547
	Iteration 3F: 3 clusters Score -1270210 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1270773.125000 Penalty: 10650.560547
	Iteration 4F: 3 clusters Score -1270773 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1271273.125000 Penalty: 10650.560547
	Iteration 5F: 3 clusters Score -1271273 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1271692.375000 Penalty: 10650.560547
	Iteration 6F: 3 clusters Score -1271692 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1271966.375000 Penalty: 10650.560547
	Iteration 7Q: 3 clusters Score -1271966 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1272107.125000 Penalty: 10650.560547
	Iteration 8Q: 3 clusters Score -1272107 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1272200.375000 Penalty: 10650.560547
	Iteration 9Q: 3 clusters Score -1272200 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1272257.375000 Penalty: 10650.560547
	Iteration 10Q: 3 clusters Score -1272257 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1272307.875000 Penalty: 10650.560547
	Iteration 11Q: 3 clusters Score -1272308 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1272344.625000 Penalty: 10650.560547
	Iteration 12Q: 3 clusters Score -1272345 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1272379.750000 Penalty: 10650.560547
	Iteration 13Q: 3 clusters Score -1272380 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1272406.750000 Penalty: 10650.560547
	Iteration 14Q: 3 clusters Score -1272407 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1272428.000000 Penalty: 10650.560547
	Iteration 15Q: 3 clusters Score -1272428 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1272443.000000 Penalty: 10650.560547
	Iteration 16Q: 3 clusters Score -1272443 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1272457.125000 Penalty: 10650.560547
	Iteration 17Q: 3 clusters Score -1272457 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1272467.000000 Penalty: 10650.560547
	Iteration 18Q: 3 clusters Score -1272467 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1272470.375000 Penalty: 10650.560547
	Iteration 19Q: 3 clusters Score -1272470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1272477.875000 Penalty: 10650.560547
	Iteration 20F: 3 clusters Score -1272478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1272478.250000 Penalty: 10650.560547
	Iteration 21Q: 3 clusters Score -1272478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1272479.625000 Penalty: 10650.560547
	Iteration 22Q: 3 clusters Score -1272480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1272478.250000 Penalty: 10650.560547
	Iteration 23Q: 3 clusters Score -1272478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1272481.875000 Penalty: 10650.560547
	Iteration 24Q: 3 clusters Score -1272482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1272485.250000 Penalty: 10650.560547
	Iteration 25Q: 3 clusters Score -1272485 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1272492.625000 Penalty: 10650.560547
	Iteration 26Q: 3 clusters Score -1272493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1272497.625000 Penalty: 10650.560547
	Iteration 27Q: 3 clusters Score -1272498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1272497.625000 Penalty: 10650.560547
	Iteration 28Q: 3 clusters Score -1272498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1272499.375000 Penalty: 10650.560547
	Iteration 29Q: 3 clusters Score -1272499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1272504.375000 Penalty: 10650.560547
	Iteration 30Q: 3 clusters Score -1272504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1272508.875000 Penalty: 10650.560547
	Iteration 31Q: 3 clusters Score -1272509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1272509.500000 Penalty: 10650.560547
	Iteration 32Q: 3 clusters Score -1272510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1272512.875000 Penalty: 10650.560547
	Iteration 33Q: 3 clusters Score -1272513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1272515.000000 Penalty: 10650.560547
	Iteration 34Q: 3 clusters Score -1272515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1272514.125000 Penalty: 10650.560547
	Iteration 35Q: 3 clusters Score -1272514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1272514.875000 Penalty: 10650.560547
	Iteration 36Q: 3 clusters Score -1272515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1272514.875000 Penalty: 10650.560547
	Iteration 37F: 3 clusters Score -1272515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 14920 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 60882 members 
Mstep: Class 5 contains 9240 members 
Mstep: Class 6 contains 60541 members 
Mstep: Class 7 contains 22313 members 
Mstep: Class 8 contains 68309 members 
Mstep: Class 9 contains 13166 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 10929 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 11049 members 
Mstep: Class 15 contains 28979 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14910 members 
Mstep: Class 19 contains 71195 members 
Mstep: Class 20 contains 142411 members 
Mstep: Class 21 contains 30972 members 
Mstep: Class 22 contains 44210 members 
Mstep: Class 23 contains 35982 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7795 members 
Mstep: Class 26 contains 27710 members 
Mstep: Class 27 contains 5969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157282320.000000 Penalty: 222986.234375
Iteration 119Q: 28 clusters Score -1.572823e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 14920 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 60882 members 
Mstep: Class 5 contains 9239 members 
Mstep: Class 6 contains 60540 members 
Mstep: Class 7 contains 22313 members 
Mstep: Class 8 contains 68311 members 
Mstep: Class 9 contains 13152 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 10929 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 11049 members 
Mstep: Class 15 contains 28977 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14911 members 
Mstep: Class 19 contains 71195 members 
Mstep: Class 20 contains 142413 members 
Mstep: Class 21 contains 30971 members 
Mstep: Class 22 contains 44224 members 
Mstep: Class 23 contains 35982 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7795 members 
Mstep: Class 26 contains 27710 members 
Mstep: Class 27 contains 5969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157282368.000000 Penalty: 222986.234375
Iteration 120F: 28 clusters Score -1.572824e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 14919 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 60882 members 
Mstep: Class 5 contains 9238 members 
Mstep: Class 6 contains 60542 members 
Mstep: Class 7 contains 22313 members 
Mstep: Class 8 contains 68313 members 
Mstep: Class 9 contains 13143 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 10928 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 11049 members 
Mstep: Class 15 contains 28977 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14911 members 
Mstep: Class 19 contains 71194 members 
Mstep: Class 20 contains 142410 members 
Mstep: Class 21 contains 30968 members 
Mstep: Class 22 contains 44239 members 
Mstep: Class 23 contains 35982 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7795 members 
Mstep: Class 26 contains 27710 members 
Mstep: Class 27 contains 5969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157282224.000000 Penalty: 222986.234375
Iteration 121Q: 28 clusters Score -1.572822e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 14919 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 60882 members 
Mstep: Class 5 contains 9238 members 
Mstep: Class 6 contains 60541 members 
Mstep: Class 7 contains 22312 members 
Mstep: Class 8 contains 68312 members 
Mstep: Class 9 contains 13136 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 10927 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 11049 members 
Mstep: Class 15 contains 28977 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14912 members 
Mstep: Class 19 contains 71193 members 
Mstep: Class 20 contains 142411 members 
Mstep: Class 21 contains 30968 members 
Mstep: Class 22 contains 44249 members 
Mstep: Class 23 contains 35982 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7795 members 
Mstep: Class 26 contains 27710 members 
Mstep: Class 27 contains 5969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157282176.000000 Penalty: 222986.234375
Iteration 122Q: 28 clusters Score -1.572822e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 14919 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 60881 members 
Mstep: Class 5 contains 9237 members 
Mstep: Class 6 contains 60541 members 
Mstep: Class 7 contains 22312 members 
Mstep: Class 8 contains 68312 members 
Mstep: Class 9 contains 13130 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 10927 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 11049 members 
Mstep: Class 15 contains 28976 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14913 members 
Mstep: Class 19 contains 71193 members 
Mstep: Class 20 contains 142405 members 
Mstep: Class 21 contains 30966 members 
Mstep: Class 22 contains 44266 members 
Mstep: Class 23 contains 35982 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7794 members 
Mstep: Class 26 contains 27710 members 
Mstep: Class 27 contains 5969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157282080.000000 Penalty: 222986.234375
Iteration 123Q: 28 clusters Score -1.572821e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 14919 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 60881 members 
Mstep: Class 5 contains 9237 members 
Mstep: Class 6 contains 60541 members 
Mstep: Class 7 contains 22312 members 
Mstep: Class 8 contains 68313 members 
Mstep: Class 9 contains 13122 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 10925 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 11049 members 
Mstep: Class 15 contains 28977 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14914 members 
Mstep: Class 19 contains 71192 members 
Mstep: Class 20 contains 142400 members 
Mstep: Class 21 contains 30966 members 
Mstep: Class 22 contains 44280 members 
Mstep: Class 23 contains 35982 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7793 members 
Mstep: Class 26 contains 27710 members 
Mstep: Class 27 contains 5969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157282096.000000 Penalty: 222986.234375
Iteration 124Q: 28 clusters Score -1.572821e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 14919 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 60881 members 
Mstep: Class 5 contains 9237 members 
Mstep: Class 6 contains 60541 members 
Mstep: Class 7 contains 22312 members 
Mstep: Class 8 contains 68314 members 
Mstep: Class 9 contains 13104 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 10925 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 11049 members 
Mstep: Class 15 contains 28978 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14913 members 
Mstep: Class 19 contains 71193 members 
Mstep: Class 20 contains 142393 members 
Mstep: Class 21 contains 30965 members 
Mstep: Class 22 contains 44304 members 
Mstep: Class 23 contains 35982 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7793 members 
Mstep: Class 26 contains 27710 members 
Mstep: Class 27 contains 5969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157282080.000000 Penalty: 222986.234375
Iteration 125Q: 28 clusters Score -1.572821e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 14919 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 60881 members 
Mstep: Class 5 contains 9236 members 
Mstep: Class 6 contains 60542 members 
Mstep: Class 7 contains 22312 members 
Mstep: Class 8 contains 68313 members 
Mstep: Class 9 contains 13091 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 10925 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 11049 members 
Mstep: Class 15 contains 28978 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14913 members 
Mstep: Class 19 contains 71193 members 
Mstep: Class 20 contains 142388 members 
Mstep: Class 21 contains 30963 members 
Mstep: Class 22 contains 44325 members 
Mstep: Class 23 contains 35982 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7793 members 
Mstep: Class 26 contains 27710 members 
Mstep: Class 27 contains 5969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157282144.000000 Penalty: 222986.234375
Iteration 126Q: 28 clusters Score -1.572821e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 14919 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 60881 members 
Mstep: Class 5 contains 9235 members 
Mstep: Class 6 contains 60542 members 
Mstep: Class 7 contains 22312 members 
Mstep: Class 8 contains 68314 members 
Mstep: Class 9 contains 13077 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 10924 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 11049 members 
Mstep: Class 15 contains 28978 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14913 members 
Mstep: Class 19 contains 71193 members 
Mstep: Class 20 contains 142383 members 
Mstep: Class 21 contains 30962 members 
Mstep: Class 22 contains 44347 members 
Mstep: Class 23 contains 35981 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7793 members 
Mstep: Class 26 contains 27710 members 
Mstep: Class 27 contains 5969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157282112.000000 Penalty: 222986.234375
Iteration 127Q: 28 clusters Score -1.572821e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 14919 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 60881 members 
Mstep: Class 5 contains 9236 members 
Mstep: Class 6 contains 60542 members 
Mstep: Class 7 contains 22312 members 
Mstep: Class 8 contains 68314 members 
Mstep: Class 9 contains 13072 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 10924 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 11049 members 
Mstep: Class 15 contains 28976 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14913 members 
Mstep: Class 19 contains 71193 members 
Mstep: Class 20 contains 142377 members 
Mstep: Class 21 contains 30961 members 
Mstep: Class 22 contains 44363 members 
Mstep: Class 23 contains 35978 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7793 members 
Mstep: Class 26 contains 27710 members 
Mstep: Class 27 contains 5969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157282112.000000 Penalty: 222986.234375
Iteration 128Q: 28 clusters Score -1.572821e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 14919 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 60881 members 
Mstep: Class 5 contains 9235 members 
Mstep: Class 6 contains 60542 members 
Mstep: Class 7 contains 22312 members 
Mstep: Class 8 contains 68314 members 
Mstep: Class 9 contains 13066 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 10923 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 11049 members 
Mstep: Class 15 contains 28976 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14913 members 
Mstep: Class 19 contains 71193 members 
Mstep: Class 20 contains 142372 members 
Mstep: Class 21 contains 30961 members 
Mstep: Class 22 contains 44378 members 
Mstep: Class 23 contains 35976 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7792 members 
Mstep: Class 26 contains 27711 members 
Mstep: Class 27 contains 5969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157282176.000000 Penalty: 222986.234375
Iteration 129Q: 28 clusters Score -1.572822e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 14919 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 60882 members 
Mstep: Class 5 contains 9233 members 
Mstep: Class 6 contains 60541 members 
Mstep: Class 7 contains 22312 members 
Mstep: Class 8 contains 68314 members 
Mstep: Class 9 contains 13062 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 10924 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 11049 members 
Mstep: Class 15 contains 28976 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14913 members 
Mstep: Class 19 contains 71193 members 
Mstep: Class 20 contains 142367 members 
Mstep: Class 21 contains 30959 members 
Mstep: Class 22 contains 44386 members 
Mstep: Class 23 contains 35979 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7792 members 
Mstep: Class 26 contains 27712 members 
Mstep: Class 27 contains 5969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157282080.000000 Penalty: 222986.234375
Iteration 130Q: 28 clusters Score -1.572821e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 14919 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 60882 members 
Mstep: Class 5 contains 9233 members 
Mstep: Class 6 contains 60542 members 
Mstep: Class 7 contains 22312 members 
Mstep: Class 8 contains 68314 members 
Mstep: Class 9 contains 13057 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 10924 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 11048 members 
Mstep: Class 15 contains 28976 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14913 members 
Mstep: Class 19 contains 71192 members 
Mstep: Class 20 contains 142360 members 
Mstep: Class 21 contains 30960 members 
Mstep: Class 22 contains 44400 members 
Mstep: Class 23 contains 35978 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7791 members 
Mstep: Class 26 contains 27712 members 
Mstep: Class 27 contains 5969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157282096.000000 Penalty: 222986.234375
Iteration 131Q: 28 clusters Score -1.572821e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 14919 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 60882 members 
Mstep: Class 5 contains 9234 members 
Mstep: Class 6 contains 60542 members 
Mstep: Class 7 contains 22311 members 
Mstep: Class 8 contains 68314 members 
Mstep: Class 9 contains 13051 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 10925 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 11048 members 
Mstep: Class 15 contains 28976 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14913 members 
Mstep: Class 19 contains 71191 members 
Mstep: Class 20 contains 142355 members 
Mstep: Class 21 contains 30960 members 
Mstep: Class 22 contains 44411 members 
Mstep: Class 23 contains 35978 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7791 members 
Mstep: Class 26 contains 27712 members 
Mstep: Class 27 contains 5969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157282208.000000 Penalty: 222986.234375
Iteration 132Q: 28 clusters Score -1.572822e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 14919 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 60882 members 
Mstep: Class 5 contains 9234 members 
Mstep: Class 6 contains 60542 members 
Mstep: Class 7 contains 22310 members 
Mstep: Class 8 contains 68313 members 
Mstep: Class 9 contains 13046 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 10925 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 11048 members 
Mstep: Class 15 contains 28976 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14913 members 
Mstep: Class 19 contains 71191 members 
Mstep: Class 20 contains 142355 members 
Mstep: Class 21 contains 30959 members 
Mstep: Class 22 contains 44417 members 
Mstep: Class 23 contains 35978 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7792 members 
Mstep: Class 26 contains 27712 members 
Mstep: Class 27 contains 5969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157282320.000000 Penalty: 222986.234375
Iteration 133Q: 28 clusters Score -1.572823e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 14919 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 60882 members 
Mstep: Class 5 contains 9234 members 
Mstep: Class 6 contains 60542 members 
Mstep: Class 7 contains 22310 members 
Mstep: Class 8 contains 68315 members 
Mstep: Class 9 contains 13044 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 10925 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 11048 members 
Mstep: Class 15 contains 28975 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14913 members 
Mstep: Class 19 contains 71190 members 
Mstep: Class 20 contains 142353 members 
Mstep: Class 21 contains 30957 members 
Mstep: Class 22 contains 44421 members 
Mstep: Class 23 contains 35977 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7794 members 
Mstep: Class 26 contains 27712 members 
Mstep: Class 27 contains 5969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157282272.000000 Penalty: 222986.234375
Iteration 134Q: 28 clusters Score -1.572823e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 14919 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 60882 members 
Mstep: Class 5 contains 9234 members 
Mstep: Class 6 contains 60542 members 
Mstep: Class 7 contains 22310 members 
Mstep: Class 8 contains 68315 members 
Mstep: Class 9 contains 13041 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 10925 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 11048 members 
Mstep: Class 15 contains 28976 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14913 members 
Mstep: Class 19 contains 71190 members 
Mstep: Class 20 contains 142353 members 
Mstep: Class 21 contains 30956 members 
Mstep: Class 22 contains 44423 members 
Mstep: Class 23 contains 35977 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7795 members 
Mstep: Class 26 contains 27712 members 
Mstep: Class 27 contains 5969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157282256.000000 Penalty: 222986.234375
Iteration 135Q: 28 clusters Score -1.572823e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 14919 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 60882 members 
Mstep: Class 5 contains 9234 members 
Mstep: Class 6 contains 60543 members 
Mstep: Class 7 contains 22310 members 
Mstep: Class 8 contains 68315 members 
Mstep: Class 9 contains 13040 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 10924 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 11048 members 
Mstep: Class 15 contains 28976 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14913 members 
Mstep: Class 19 contains 71189 members 
Mstep: Class 20 contains 142352 members 
Mstep: Class 21 contains 30955 members 
Mstep: Class 22 contains 44427 members 
Mstep: Class 23 contains 35977 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7795 members 
Mstep: Class 26 contains 27712 members 
Mstep: Class 27 contains 5969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157282208.000000 Penalty: 222986.234375
Iteration 136Q: 28 clusters Score -1.572822e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27121 members 
Mstep: Class 2 contains 14919 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 60882 members 
Mstep: Class 5 contains 9233 members 
Mstep: Class 6 contains 60543 members 
Mstep: Class 7 contains 22310 members 
Mstep: Class 8 contains 68315 members 
Mstep: Class 9 contains 13038 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 10924 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 11048 members 
Mstep: Class 15 contains 28976 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14913 members 
Mstep: Class 19 contains 71188 members 
Mstep: Class 20 contains 142353 members 
Mstep: Class 21 contains 30955 members 
Mstep: Class 22 contains 44429 members 
Mstep: Class 23 contains 35977 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7795 members 
Mstep: Class 26 contains 27712 members 
Mstep: Class 27 contains 5969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157282192.000000 Penalty: 222986.234375
Iteration 137Q: 28 clusters Score -1.572822e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 14919 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 60882 members 
Mstep: Class 5 contains 9233 members 
Mstep: Class 6 contains 60543 members 
Mstep: Class 7 contains 22310 members 
Mstep: Class 8 contains 68314 members 
Mstep: Class 9 contains 13037 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 10924 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 11048 members 
Mstep: Class 15 contains 28976 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14913 members 
Mstep: Class 19 contains 71187 members 
Mstep: Class 20 contains 142351 members 
Mstep: Class 21 contains 30955 members 
Mstep: Class 22 contains 44433 members 
Mstep: Class 23 contains 35977 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7795 members 
Mstep: Class 26 contains 27712 members 
Mstep: Class 27 contains 5969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157282192.000000 Penalty: 222986.234375
Iteration 138Q: 28 clusters Score -1.572822e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 14919 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 60882 members 
Mstep: Class 5 contains 9233 members 
Mstep: Class 6 contains 60543 members 
Mstep: Class 7 contains 22310 members 
Mstep: Class 8 contains 68314 members 
Mstep: Class 9 contains 13037 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 10924 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 11048 members 
Mstep: Class 15 contains 28976 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14913 members 
Mstep: Class 19 contains 71186 members 
Mstep: Class 20 contains 142350 members 
Mstep: Class 21 contains 30955 members 
Mstep: Class 22 contains 44434 members 
Mstep: Class 23 contains 35977 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7795 members 
Mstep: Class 26 contains 27712 members 
Mstep: Class 27 contains 5969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157282208.000000 Penalty: 222986.234375
Iteration 139Q: 28 clusters Score -1.572822e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 14919 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 60882 members 
Mstep: Class 5 contains 9233 members 
Mstep: Class 6 contains 60543 members 
Mstep: Class 7 contains 22310 members 
Mstep: Class 8 contains 68314 members 
Mstep: Class 9 contains 13037 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 11 contains 10924 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 11048 members 
Mstep: Class 15 contains 28976 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14913 members 
Mstep: Class 19 contains 71185 members 
Mstep: Class 20 contains 142350 members 
Mstep: Class 21 contains 30955 members 
Mstep: Class 22 contains 44434 members 
Mstep: Class 23 contains 35977 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7795 members 
Mstep: Class 26 contains 27712 members 
Mstep: Class 27 contains 5969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157282192.000000 Penalty: 222986.234375
Iteration 140F: 28 clusters Score -1.572822e+08 nChanged 0
Entering ConstructFrom: 
Score: -157282192.000000 Penalty: 222986.234375
Entering ConstructFrom: 
Trying to split cluster 1 (27124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Entering Unmasked Estep 
Score: -6059466.000000 Penalty: 6252.506348
	Iteration 0F: 2 clusters Score -6059466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -6038528.500000 Penalty: 12505.012695
	Iteration 0F: 3 clusters Score -6038528 nChanged 11392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -6044505.000000 Penalty: 12505.012695
	Iteration 1F: 3 clusters Score -6044505 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -6045270.000000 Penalty: 12505.012695
	Iteration 2F: 3 clusters Score -6045270 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -6045756.500000 Penalty: 12505.012695
	Iteration 3Q: 3 clusters Score -6045756 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -6046106.000000 Penalty: 12505.012695
	Iteration 4Q: 3 clusters Score -6046106 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -6046435.000000 Penalty: 12505.012695
	Iteration 5Q: 3 clusters Score -6046435 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -6046710.500000 Penalty: 12505.012695
	Iteration 6Q: 3 clusters Score -6046710 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -6046985.500000 Penalty: 12505.012695
	Iteration 7Q: 3 clusters Score -6046986 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -6047313.500000 Penalty: 12505.012695
	Iteration 8Q: 3 clusters Score -6047314 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -6047610.000000 Penalty: 12505.012695
	Iteration 9Q: 3 clusters Score -6047610 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -6047923.500000 Penalty: 12505.012695
	Iteration 10Q: 3 clusters Score -6047924 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -6048216.000000 Penalty: 12505.012695
	Iteration 11Q: 3 clusters Score -6048216 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -6048469.500000 Penalty: 12505.012695
	Iteration 12Q: 3 clusters Score -6048470 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -6048744.000000 Penalty: 12505.012695
	Iteration 13Q: 3 clusters Score -6048744 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -6049002.500000 Penalty: 12505.012695
	Iteration 14Q: 3 clusters Score -6049002 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -6049225.000000 Penalty: 12505.012695
	Iteration 15Q: 3 clusters Score -6049225 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -6049400.000000 Penalty: 12505.012695
	Iteration 16Q: 3 clusters Score -6049400 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -6049568.000000 Penalty: 12505.012695
	Iteration 17Q: 3 clusters Score -6049568 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -6049721.000000 Penalty: 12505.012695
	Iteration 18Q: 3 clusters Score -6049721 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -6049875.000000 Penalty: 12505.012695
	Iteration 19Q: 3 clusters Score -6049875 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -6050000.500000 Penalty: 12505.012695
	Iteration 20F: 3 clusters Score -6050000 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -6050155.000000 Penalty: 12505.012695
	Iteration 21Q: 3 clusters Score -6050155 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -6050290.000000 Penalty: 12505.012695
	Iteration 22Q: 3 clusters Score -6050290 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -6050395.000000 Penalty: 12505.012695
	Iteration 23Q: 3 clusters Score -6050395 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -6050513.500000 Penalty: 12505.012695
	Iteration 24Q: 3 clusters Score -6050514 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -6050621.000000 Penalty: 12505.012695
	Iteration 25Q: 3 clusters Score -6050621 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -6050698.500000 Penalty: 12505.012695
	Iteration 26Q: 3 clusters Score -6050698 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -6050794.000000 Penalty: 12505.012695
	Iteration 27Q: 3 clusters Score -6050794 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -6050897.500000 Penalty: 12505.012695
	Iteration 28Q: 3 clusters Score -6050898 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -6051030.000000 Penalty: 12505.012695
	Iteration 29Q: 3 clusters Score -6051030 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -6051178.000000 Penalty: 12505.012695
	Iteration 30Q: 3 clusters Score -6051178 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -6051315.000000 Penalty: 12505.012695
	Iteration 31Q: 3 clusters Score -6051315 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -6051405.500000 Penalty: 12505.012695
	Iteration 32Q: 3 clusters Score -6051406 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -6051534.500000 Penalty: 12505.012695
	Iteration 33Q: 3 clusters Score -6051534 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -6051676.000000 Penalty: 12505.012695
	Iteration 34Q: 3 clusters Score -6051676 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -6051802.000000 Penalty: 12505.012695
	Iteration 35Q: 3 clusters Score -6051802 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -6051981.000000 Penalty: 12505.012695
	Iteration 36Q: 3 clusters Score -6051981 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -6052093.000000 Penalty: 12505.012695
	Iteration 37Q: 3 clusters Score -6052093 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -6052263.000000 Penalty: 12505.012695
	Iteration 38Q: 3 clusters Score -6052263 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -6052381.500000 Penalty: 12505.012695
	Iteration 39Q: 3 clusters Score -6052382 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -6052517.000000 Penalty: 12505.012695
	Iteration 40F: 3 clusters Score -6052517 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -6052671.500000 Penalty: 12505.012695
	Iteration 41Q: 3 clusters Score -6052672 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -6052845.000000 Penalty: 12505.012695
	Iteration 42Q: 3 clusters Score -6052845 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -6052992.000000 Penalty: 12505.012695
	Iteration 43Q: 3 clusters Score -6052992 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -6053159.000000 Penalty: 12505.012695
	Iteration 44Q: 3 clusters Score -6053159 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -6053336.000000 Penalty: 12505.012695
	Iteration 45Q: 3 clusters Score -6053336 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -6053511.000000 Penalty: 12505.012695
	Iteration 46Q: 3 clusters Score -6053511 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -6053654.000000 Penalty: 12505.012695
	Iteration 47Q: 3 clusters Score -6053654 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -6053811.500000 Penalty: 12505.012695
	Iteration 48Q: 3 clusters Score -6053812 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -6053874.500000 Penalty: 12505.012695
	Iteration 49Q: 3 clusters Score -6053874 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -6053953.000000 Penalty: 12505.012695
	Iteration 50Q: 3 clusters Score -6053953 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -6054009.500000 Penalty: 12505.012695
	Iteration 51Q: 3 clusters Score -6054010 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -6054035.500000 Penalty: 12505.012695
	Iteration 52Q: 3 clusters Score -6054036 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -6054051.000000 Penalty: 12505.012695
	Iteration 53Q: 3 clusters Score -6054051 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -6054057.500000 Penalty: 12505.012695
	Iteration 54Q: 3 clusters Score -6054058 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -6054070.000000 Penalty: 12505.012695
	Iteration 55Q: 3 clusters Score -6054070 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -6054069.500000 Penalty: 12505.012695
	Iteration 56Q: 3 clusters Score -6054070 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -6054071.000000 Penalty: 12505.012695
	Iteration 57Q: 3 clusters Score -6054071 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -6054099.000000 Penalty: 12505.012695
	Iteration 58Q: 3 clusters Score -6054099 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -6054085.000000 Penalty: 12505.012695
	Iteration 59Q: 3 clusters Score -6054085 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -6054104.000000 Penalty: 12505.012695
	Iteration 60F: 3 clusters Score -6054104 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -6054093.500000 Penalty: 12505.012695
	Iteration 61Q: 3 clusters Score -6054094 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -6054097.500000 Penalty: 12505.012695
	Iteration 62Q: 3 clusters Score -6054098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -6054099.500000 Penalty: 12505.012695
	Iteration 63Q: 3 clusters Score -6054100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -6054101.000000 Penalty: 12505.012695
	Iteration 64Q: 3 clusters Score -6054101 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -6054108.500000 Penalty: 12505.012695
	Iteration 65Q: 3 clusters Score -6054108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -6054105.500000 Penalty: 12505.012695
	Iteration 66Q: 3 clusters Score -6054106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -6054095.500000 Penalty: 12505.012695
	Iteration 67Q: 3 clusters Score -6054096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -6054099.000000 Penalty: 12505.012695
	Iteration 68Q: 3 clusters Score -6054099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -6054103.500000 Penalty: 12505.012695
	Iteration 69Q: 3 clusters Score -6054104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -6054107.000000 Penalty: 12505.012695
	Iteration 70Q: 3 clusters Score -6054107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -6054107.500000 Penalty: 12505.012695
	Iteration 71Q: 3 clusters Score -6054108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -6054102.000000 Penalty: 12505.012695
	Iteration 72Q: 3 clusters Score -6054102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -6054102.000000 Penalty: 12505.012695
	Iteration 73Q: 3 clusters Score -6054102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -6054099.000000 Penalty: 12505.012695
	Iteration 74Q: 3 clusters Score -6054099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -6054101.500000 Penalty: 12505.012695
	Iteration 75Q: 3 clusters Score -6054102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -6054101.500000 Penalty: 12505.012695
	Iteration 76F: 3 clusters Score -6054102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Entering Unmasked Estep 
Score: -3188099.750000 Penalty: 5886.364258
	Iteration 0F: 2 clusters Score -3188100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -3174848.500000 Penalty: 11772.728516
	Iteration 0F: 3 clusters Score -3174848 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -3178231.000000 Penalty: 11772.728516
	Iteration 1F: 3 clusters Score -3178231 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -3178930.750000 Penalty: 11772.728516
	Iteration 2F: 3 clusters Score -3178931 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -3179531.500000 Penalty: 11772.728516
	Iteration 3F: 3 clusters Score -3179532 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -3180103.250000 Penalty: 11772.728516
	Iteration 4Q: 3 clusters Score -3180103 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -3180744.500000 Penalty: 11772.728516
	Iteration 5Q: 3 clusters Score -3180744 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -3181221.250000 Penalty: 11772.728516
	Iteration 6Q: 3 clusters Score -3181221 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -3181607.000000 Penalty: 11772.728516
	Iteration 7Q: 3 clusters Score -3181607 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -3181957.750000 Penalty: 11772.728516
	Iteration 8Q: 3 clusters Score -3181958 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -3182285.250000 Penalty: 11772.728516
	Iteration 9Q: 3 clusters Score -3182285 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -3182660.250000 Penalty: 11772.728516
	Iteration 10Q: 3 clusters Score -3182660 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -3183009.750000 Penalty: 11772.728516
	Iteration 11Q: 3 clusters Score -3183010 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -3183358.250000 Penalty: 11772.728516
	Iteration 12Q: 3 clusters Score -3183358 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -3183703.750000 Penalty: 11772.728516
	Iteration 13Q: 3 clusters Score -3183704 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -3184075.500000 Penalty: 11772.728516
	Iteration 14Q: 3 clusters Score -3184076 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -3184461.000000 Penalty: 11772.728516
	Iteration 15Q: 3 clusters Score -3184461 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -3184761.250000 Penalty: 11772.728516
	Iteration 16Q: 3 clusters Score -3184761 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -3184980.750000 Penalty: 11772.728516
	Iteration 17Q: 3 clusters Score -3184981 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -3185166.500000 Penalty: 11772.728516
	Iteration 18Q: 3 clusters Score -3185166 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -3185335.500000 Penalty: 11772.728516
	Iteration 19Q: 3 clusters Score -3185336 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -3185486.750000 Penalty: 11772.728516
	Iteration 20F: 3 clusters Score -3185487 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -3185607.750000 Penalty: 11772.728516
	Iteration 21Q: 3 clusters Score -3185608 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -3185683.750000 Penalty: 11772.728516
	Iteration 22Q: 3 clusters Score -3185684 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -3185722.000000 Penalty: 11772.728516
	Iteration 23Q: 3 clusters Score -3185722 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -3185744.250000 Penalty: 11772.728516
	Iteration 24Q: 3 clusters Score -3185744 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -3185778.750000 Penalty: 11772.728516
	Iteration 25Q: 3 clusters Score -3185779 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -3185801.250000 Penalty: 11772.728516
	Iteration 26Q: 3 clusters Score -3185801 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -3185808.250000 Penalty: 11772.728516
	Iteration 27Q: 3 clusters Score -3185808 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -3185836.000000 Penalty: 11772.728516
	Iteration 28Q: 3 clusters Score -3185836 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -3185845.250000 Penalty: 11772.728516
	Iteration 29Q: 3 clusters Score -3185845 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -3185851.250000 Penalty: 11772.728516
	Iteration 30Q: 3 clusters Score -3185851 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -3185856.500000 Penalty: 11772.728516
	Iteration 31Q: 3 clusters Score -3185856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -3185852.750000 Penalty: 11772.728516
	Iteration 32Q: 3 clusters Score -3185853 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -3185866.000000 Penalty: 11772.728516
	Iteration 33Q: 3 clusters Score -3185866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -3185868.250000 Penalty: 11772.728516
	Iteration 34Q: 3 clusters Score -3185868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -3185866.750000 Penalty: 11772.728516
	Iteration 35Q: 3 clusters Score -3185867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -3185862.000000 Penalty: 11772.728516
	Iteration 36Q: 3 clusters Score -3185862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -3185860.500000 Penalty: 11772.728516
	Iteration 37Q: 3 clusters Score -3185860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -3185863.750000 Penalty: 11772.728516
	Iteration 38Q: 3 clusters Score -3185864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -3185862.250000 Penalty: 11772.728516
	Iteration 39Q: 3 clusters Score -3185862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -3185866.250000 Penalty: 11772.728516
	Iteration 40F: 3 clusters Score -3185866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -3185870.500000 Penalty: 11772.728516
	Iteration 41Q: 3 clusters Score -3185870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -3185869.250000 Penalty: 11772.728516
	Iteration 42Q: 3 clusters Score -3185869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -3185873.750000 Penalty: 11772.728516
	Iteration 43Q: 3 clusters Score -3185874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -3185875.000000 Penalty: 11772.728516
	Iteration 44Q: 3 clusters Score -3185875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -3185875.000000 Penalty: 11772.728516
	Iteration 45F: 3 clusters Score -3185875 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Entering Unmasked Estep 
Score: -177541.656250 Penalty: 4193.752441
	Iteration 0F: 2 clusters Score -177541.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -173844.531250 Penalty: 8387.504883
	Iteration 0F: 3 clusters Score -173844.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -174467.593750 Penalty: 8387.504883
	Iteration 1F: 3 clusters Score -174467.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -174678.875000 Penalty: 8387.504883
	Iteration 2F: 3 clusters Score -174678.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -174802.843750 Penalty: 8387.504883
	Iteration 3Q: 3 clusters Score -174802.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -174911.812500 Penalty: 8387.504883
	Iteration 4Q: 3 clusters Score -174911.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -174998.328125 Penalty: 8387.504883
	Iteration 5Q: 3 clusters Score -174998.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -175057.265625 Penalty: 8387.504883
	Iteration 6Q: 3 clusters Score -175057.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -175087.515625 Penalty: 8387.504883
	Iteration 7Q: 3 clusters Score -175087.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -175123.890625 Penalty: 8387.504883
	Iteration 8Q: 3 clusters Score -175123.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -175148.140625 Penalty: 8387.504883
	Iteration 9Q: 3 clusters Score -175148.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -175151.109375 Penalty: 8387.504883
	Iteration 10Q: 3 clusters Score -175151.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -175151.109375 Penalty: 8387.504883
	Iteration 11F: 3 clusters Score -175151.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (60882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60882 members 
Entering Unmasked Estep 
Score: -13687836.000000 Penalty: 6747.724609
	Iteration 0F: 2 clusters Score -1.368784e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30524 members 
Mstep: Class 2 contains 30358 members 
Entering Unmasked Estep 
Score: -13645030.000000 Penalty: 13495.449219
	Iteration 0F: 3 clusters Score -1.364503e+07 nChanged 27079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31225 members 
Mstep: Class 2 contains 29657 members 
Entering Unmasked Estep 
Score: -13659443.000000 Penalty: 13495.449219
	Iteration 1F: 3 clusters Score -1.365944e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31507 members 
Mstep: Class 2 contains 29375 members 
Entering Unmasked Estep 
Score: -13660309.000000 Penalty: 13495.449219
	Iteration 2Q: 3 clusters Score -1.366031e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31930 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
Score: -13661025.000000 Penalty: 13495.449219
	Iteration 3Q: 3 clusters Score -1.366102e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32500 members 
Mstep: Class 2 contains 28382 members 
Entering Unmasked Estep 
Score: -13661569.000000 Penalty: 13495.449219
	Iteration 4Q: 3 clusters Score -1.366157e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33298 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -13662156.000000 Penalty: 13495.449219
	Iteration 5Q: 3 clusters Score -1.366216e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34325 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -13662633.000000 Penalty: 13495.449219
	Iteration 6Q: 3 clusters Score -1.366263e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35674 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -13663258.000000 Penalty: 13495.449219
	Iteration 7Q: 3 clusters Score -1.366326e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37435 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -13664074.000000 Penalty: 13495.449219
	Iteration 8Q: 3 clusters Score -1.366407e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39651 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
Score: -13665219.000000 Penalty: 13495.449219
	Iteration 9Q: 3 clusters Score -1.366522e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42515 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -13666872.000000 Penalty: 13495.449219
	Iteration 10Q: 3 clusters Score -1.366687e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45929 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -13669168.000000 Penalty: 13495.449219
	Iteration 11F: 3 clusters Score -1.366917e+07 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49839 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -13672315.000000 Penalty: 13495.449219
	Iteration 12F: 3 clusters Score -1.367232e+07 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53641 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -13675527.000000 Penalty: 13495.449219
	Iteration 13F: 3 clusters Score -1.367553e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56637 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -13678340.000000 Penalty: 13495.449219
	Iteration 14Q: 3 clusters Score -1.367834e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58463 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -13680026.000000 Penalty: 13495.449219
	Iteration 15Q: 3 clusters Score -1.368003e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59369 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -13680888.000000 Penalty: 13495.449219
	Iteration 16Q: 3 clusters Score -1.368089e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59779 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -13681258.000000 Penalty: 13495.449219
	Iteration 17Q: 3 clusters Score -1.368126e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59970 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -13681469.000000 Penalty: 13495.449219
	Iteration 18Q: 3 clusters Score -1.368147e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60068 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -13681595.000000 Penalty: 13495.449219
	Iteration 19Q: 3 clusters Score -1.36816e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60135 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -13681677.000000 Penalty: 13495.449219
	Iteration 20F: 3 clusters Score -1.368168e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60181 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -13681761.000000 Penalty: 13495.449219
	Iteration 21Q: 3 clusters Score -1.368176e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60210 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -13681800.000000 Penalty: 13495.449219
	Iteration 22Q: 3 clusters Score -1.36818e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60225 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -13681847.000000 Penalty: 13495.449219
	Iteration 23Q: 3 clusters Score -1.368185e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60236 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -13681861.000000 Penalty: 13495.449219
	Iteration 24Q: 3 clusters Score -1.368186e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60241 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -13681876.000000 Penalty: 13495.449219
	Iteration 25Q: 3 clusters Score -1.368188e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60245 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -13681878.000000 Penalty: 13495.449219
	Iteration 26Q: 3 clusters Score -1.368188e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60247 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -13681873.000000 Penalty: 13495.449219
	Iteration 27Q: 3 clusters Score -1.368187e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60249 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -13681882.000000 Penalty: 13495.449219
	Iteration 28Q: 3 clusters Score -1.368188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60250 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -13681882.000000 Penalty: 13495.449219
	Iteration 29Q: 3 clusters Score -1.368188e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60252 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -13681884.000000 Penalty: 13495.449219
	Iteration 30Q: 3 clusters Score -1.368188e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60253 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -13681886.000000 Penalty: 13495.449219
	Iteration 31Q: 3 clusters Score -1.368189e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60253 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -13681886.000000 Penalty: 13495.449219
	Iteration 32F: 3 clusters Score -1.368189e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Entering Unmasked Estep 
Score: -2076298.000000 Penalty: 5592.455078
	Iteration 0F: 2 clusters Score -2076298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -2066520.250000 Penalty: 11184.910156
	Iteration 0F: 3 clusters Score -2066520 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -2068459.750000 Penalty: 11184.910156
	Iteration 1F: 3 clusters Score -2068460 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -2068908.625000 Penalty: 11184.910156
	Iteration 2F: 3 clusters Score -2068909 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -2069140.625000 Penalty: 11184.910156
	Iteration 3Q: 3 clusters Score -2069141 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -2069297.000000 Penalty: 11184.910156
	Iteration 4Q: 3 clusters Score -2069297 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -2069437.750000 Penalty: 11184.910156
	Iteration 5Q: 3 clusters Score -2069438 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -2069533.875000 Penalty: 11184.910156
	Iteration 6Q: 3 clusters Score -2069534 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -2069606.875000 Penalty: 11184.910156
	Iteration 7Q: 3 clusters Score -2069607 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -2069662.625000 Penalty: 11184.910156
	Iteration 8Q: 3 clusters Score -2069663 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -2069708.375000 Penalty: 11184.910156
	Iteration 9Q: 3 clusters Score -2069708 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -2069750.250000 Penalty: 11184.910156
	Iteration 10Q: 3 clusters Score -2069750 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -2069788.250000 Penalty: 11184.910156
	Iteration 11Q: 3 clusters Score -2069788 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -2069826.625000 Penalty: 11184.910156
	Iteration 12Q: 3 clusters Score -2069827 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -2069865.500000 Penalty: 11184.910156
	Iteration 13Q: 3 clusters Score -2069866 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -2069893.500000 Penalty: 11184.910156
	Iteration 14Q: 3 clusters Score -2069894 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -2069911.375000 Penalty: 11184.910156
	Iteration 15Q: 3 clusters Score -2069911 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -2069940.750000 Penalty: 11184.910156
	Iteration 16Q: 3 clusters Score -2069941 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -2069964.000000 Penalty: 11184.910156
	Iteration 17Q: 3 clusters Score -2069964 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -2069987.375000 Penalty: 11184.910156
	Iteration 18Q: 3 clusters Score -2069987 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -2070015.625000 Penalty: 11184.910156
	Iteration 19Q: 3 clusters Score -2070016 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -2070051.125000 Penalty: 11184.910156
	Iteration 20F: 3 clusters Score -2070051 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -2070081.875000 Penalty: 11184.910156
	Iteration 21Q: 3 clusters Score -2070082 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -2070117.250000 Penalty: 11184.910156
	Iteration 22Q: 3 clusters Score -2070117 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -2070147.250000 Penalty: 11184.910156
	Iteration 23Q: 3 clusters Score -2070147 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -2070181.250000 Penalty: 11184.910156
	Iteration 24Q: 3 clusters Score -2070181 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -2070213.750000 Penalty: 11184.910156
	Iteration 25Q: 3 clusters Score -2070214 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -2070263.375000 Penalty: 11184.910156
	Iteration 26Q: 3 clusters Score -2070263 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -2070293.125000 Penalty: 11184.910156
	Iteration 27Q: 3 clusters Score -2070293 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -2070330.250000 Penalty: 11184.910156
	Iteration 28Q: 3 clusters Score -2070330 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -2070374.625000 Penalty: 11184.910156
	Iteration 29Q: 3 clusters Score -2070375 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2070416.375000 Penalty: 11184.910156
	Iteration 30Q: 3 clusters Score -2070416 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -2070460.125000 Penalty: 11184.910156
	Iteration 31Q: 3 clusters Score -2070460 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -2070503.000000 Penalty: 11184.910156
	Iteration 32Q: 3 clusters Score -2070503 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -2070539.500000 Penalty: 11184.910156
	Iteration 33Q: 3 clusters Score -2070540 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2070580.000000 Penalty: 11184.910156
	Iteration 34Q: 3 clusters Score -2070580 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2070620.875000 Penalty: 11184.910156
	Iteration 35Q: 3 clusters Score -2070621 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2070659.625000 Penalty: 11184.910156
	Iteration 36Q: 3 clusters Score -2070660 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -2070693.750000 Penalty: 11184.910156
	Iteration 37Q: 3 clusters Score -2070694 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -2070736.500000 Penalty: 11184.910156
	Iteration 38Q: 3 clusters Score -2070736 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -2070791.000000 Penalty: 11184.910156
	Iteration 39Q: 3 clusters Score -2070791 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2070830.375000 Penalty: 11184.910156
	Iteration 40F: 3 clusters Score -2070830 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2070867.875000 Penalty: 11184.910156
	Iteration 41Q: 3 clusters Score -2070868 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2070902.500000 Penalty: 11184.910156
	Iteration 42Q: 3 clusters Score -2070902 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2070941.375000 Penalty: 11184.910156
	Iteration 43Q: 3 clusters Score -2070941 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2070976.375000 Penalty: 11184.910156
	Iteration 44Q: 3 clusters Score -2070976 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2070996.000000 Penalty: 11184.910156
	Iteration 45Q: 3 clusters Score -2070996 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2071022.625000 Penalty: 11184.910156
	Iteration 46Q: 3 clusters Score -2071023 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2071040.250000 Penalty: 11184.910156
	Iteration 47Q: 3 clusters Score -2071040 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2071060.375000 Penalty: 11184.910156
	Iteration 48Q: 3 clusters Score -2071060 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2071081.500000 Penalty: 11184.910156
	Iteration 49Q: 3 clusters Score -2071082 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2071097.000000 Penalty: 11184.910156
	Iteration 50Q: 3 clusters Score -2071097 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2071107.250000 Penalty: 11184.910156
	Iteration 51Q: 3 clusters Score -2071107 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2071118.500000 Penalty: 11184.910156
	Iteration 52Q: 3 clusters Score -2071118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2071122.250000 Penalty: 11184.910156
	Iteration 53Q: 3 clusters Score -2071122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2071130.125000 Penalty: 11184.910156
	Iteration 54Q: 3 clusters Score -2071130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2071143.500000 Penalty: 11184.910156
	Iteration 55Q: 3 clusters Score -2071144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2071150.375000 Penalty: 11184.910156
	Iteration 56Q: 3 clusters Score -2071150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2071160.375000 Penalty: 11184.910156
	Iteration 57Q: 3 clusters Score -2071160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2071175.875000 Penalty: 11184.910156
	Iteration 58Q: 3 clusters Score -2071176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2071182.125000 Penalty: 11184.910156
	Iteration 59Q: 3 clusters Score -2071182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2071195.625000 Penalty: 11184.910156
	Iteration 60F: 3 clusters Score -2071196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2071204.125000 Penalty: 11184.910156
	Iteration 61Q: 3 clusters Score -2071204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2071216.125000 Penalty: 11184.910156
	Iteration 62Q: 3 clusters Score -2071216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2071222.500000 Penalty: 11184.910156
	Iteration 63Q: 3 clusters Score -2071222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2071224.750000 Penalty: 11184.910156
	Iteration 64Q: 3 clusters Score -2071225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2071230.750000 Penalty: 11184.910156
	Iteration 65Q: 3 clusters Score -2071231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2071227.750000 Penalty: 11184.910156
	Iteration 66Q: 3 clusters Score -2071228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2071225.625000 Penalty: 11184.910156
	Iteration 67Q: 3 clusters Score -2071226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2071228.750000 Penalty: 11184.910156
	Iteration 68Q: 3 clusters Score -2071229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2071232.625000 Penalty: 11184.910156
	Iteration 69Q: 3 clusters Score -2071233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2071235.750000 Penalty: 11184.910156
	Iteration 70Q: 3 clusters Score -2071236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2071239.125000 Penalty: 11184.910156
	Iteration 71Q: 3 clusters Score -2071239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2071237.375000 Penalty: 11184.910156
	Iteration 72Q: 3 clusters Score -2071237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2071238.250000 Penalty: 11184.910156
	Iteration 73Q: 3 clusters Score -2071238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2071238.250000 Penalty: 11184.910156
	Iteration 74F: 3 clusters Score -2071238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (60543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60543 members 
Entering Unmasked Estep 
Score: -13502665.000000 Penalty: 6744.304688
	Iteration 0F: 2 clusters Score -1.350266e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30378 members 
Mstep: Class 2 contains 30165 members 
Entering Unmasked Estep 
Score: -13460053.000000 Penalty: 13488.609375
	Iteration 0F: 3 clusters Score -1.346005e+07 nChanged 26967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31209 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -13474505.000000 Penalty: 13488.609375
	Iteration 1F: 3 clusters Score -1.34745e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31760 members 
Mstep: Class 2 contains 28783 members 
Entering Unmasked Estep 
Score: -13475510.000000 Penalty: 13488.609375
	Iteration 2Q: 3 clusters Score -1.347551e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32506 members 
Mstep: Class 2 contains 28037 members 
Entering Unmasked Estep 
Score: -13476376.000000 Penalty: 13488.609375
	Iteration 3Q: 3 clusters Score -1.347638e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33453 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -13477367.000000 Penalty: 13488.609375
	Iteration 4Q: 3 clusters Score -1.347737e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34784 members 
Mstep: Class 2 contains 25759 members 
Entering Unmasked Estep 
Score: -13478460.000000 Penalty: 13488.609375
	Iteration 5Q: 3 clusters Score -1.347846e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36526 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -13479930.000000 Penalty: 13488.609375
	Iteration 6Q: 3 clusters Score -1.347993e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38658 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -13481892.000000 Penalty: 13488.609375
	Iteration 7F: 3 clusters Score -1.348189e+07 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41029 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -13484407.000000 Penalty: 13488.609375
	Iteration 8F: 3 clusters Score -1.348441e+07 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43488 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -13487622.000000 Penalty: 13488.609375
	Iteration 9F: 3 clusters Score -1.348762e+07 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45707 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -13490720.000000 Penalty: 13488.609375
	Iteration 10F: 3 clusters Score -1.349072e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47401 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -13493456.000000 Penalty: 13488.609375
	Iteration 11F: 3 clusters Score -1.349346e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48538 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -13495750.000000 Penalty: 13488.609375
	Iteration 12Q: 3 clusters Score -1.349575e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49258 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -13497846.000000 Penalty: 13488.609375
	Iteration 13Q: 3 clusters Score -1.349785e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49632 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -13499202.000000 Penalty: 13488.609375
	Iteration 14Q: 3 clusters Score -1.34992e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49866 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -13499787.000000 Penalty: 13488.609375
	Iteration 15Q: 3 clusters Score -1.349979e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49981 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -13500044.000000 Penalty: 13488.609375
	Iteration 16Q: 3 clusters Score -1.350004e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50050 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -13500245.000000 Penalty: 13488.609375
	Iteration 17Q: 3 clusters Score -1.350024e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50076 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -13500310.000000 Penalty: 13488.609375
	Iteration 18Q: 3 clusters Score -1.350031e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50106 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -13500318.000000 Penalty: 13488.609375
	Iteration 19Q: 3 clusters Score -1.350032e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50114 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -13500389.000000 Penalty: 13488.609375
	Iteration 20F: 3 clusters Score -1.350039e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50128 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -13500400.000000 Penalty: 13488.609375
	Iteration 21Q: 3 clusters Score -1.35004e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50135 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -13500401.000000 Penalty: 13488.609375
	Iteration 22Q: 3 clusters Score -1.35004e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50129 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -13500399.000000 Penalty: 13488.609375
	Iteration 23Q: 3 clusters Score -1.35004e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50127 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -13500403.000000 Penalty: 13488.609375
	Iteration 24Q: 3 clusters Score -1.35004e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50126 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -13500393.000000 Penalty: 13488.609375
	Iteration 25Q: 3 clusters Score -1.350039e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50122 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -13500395.000000 Penalty: 13488.609375
	Iteration 26Q: 3 clusters Score -1.35004e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50123 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -13500399.000000 Penalty: 13488.609375
	Iteration 27Q: 3 clusters Score -1.35004e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50129 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -13500396.000000 Penalty: 13488.609375
	Iteration 28Q: 3 clusters Score -1.35004e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50132 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -13500430.000000 Penalty: 13488.609375
	Iteration 29Q: 3 clusters Score -1.350043e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50138 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -13500405.000000 Penalty: 13488.609375
	Iteration 30Q: 3 clusters Score -1.35004e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50140 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -13500428.000000 Penalty: 13488.609375
	Iteration 31Q: 3 clusters Score -1.350043e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50138 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -13500413.000000 Penalty: 13488.609375
	Iteration 32Q: 3 clusters Score -1.350041e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50141 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -13500426.000000 Penalty: 13488.609375
	Iteration 33Q: 3 clusters Score -1.350043e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50149 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -13500424.000000 Penalty: 13488.609375
	Iteration 34Q: 3 clusters Score -1.350042e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50154 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -13500418.000000 Penalty: 13488.609375
	Iteration 35Q: 3 clusters Score -1.350042e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50155 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -13500415.000000 Penalty: 13488.609375
	Iteration 36Q: 3 clusters Score -1.350042e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50157 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -13500419.000000 Penalty: 13488.609375
	Iteration 37Q: 3 clusters Score -1.350042e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50157 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -13500421.000000 Penalty: 13488.609375
	Iteration 38Q: 3 clusters Score -1.350042e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50156 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -13500424.000000 Penalty: 13488.609375
	Iteration 39Q: 3 clusters Score -1.350042e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50156 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -13500425.000000 Penalty: 13488.609375
	Iteration 40F: 3 clusters Score -1.350042e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50157 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -13500425.000000 Penalty: 13488.609375
	Iteration 41Q: 3 clusters Score -1.350042e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50158 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -13500427.000000 Penalty: 13488.609375
	Iteration 42Q: 3 clusters Score -1.350043e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50160 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -13500426.000000 Penalty: 13488.609375
	Iteration 43Q: 3 clusters Score -1.350043e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50160 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -13500426.000000 Penalty: 13488.609375
	Iteration 44F: 3 clusters Score -1.350043e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (22310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Entering Unmasked Estep 
Score: -4761932.000000 Penalty: 6132.834473
	Iteration 0F: 2 clusters Score -4761932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -4743992.000000 Penalty: 12265.668945
	Iteration 0F: 3 clusters Score -4743992 nChanged 9196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -4749052.000000 Penalty: 12265.668945
	Iteration 1F: 3 clusters Score -4749052 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -4750084.500000 Penalty: 12265.668945
	Iteration 2F: 3 clusters Score -4750084 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -4751093.500000 Penalty: 12265.668945
	Iteration 3F: 3 clusters Score -4751094 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -4752278.000000 Penalty: 12265.668945
	Iteration 4F: 3 clusters Score -4752278 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -4753566.500000 Penalty: 12265.668945
	Iteration 5F: 3 clusters Score -4753566 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -4754738.000000 Penalty: 12265.668945
	Iteration 6F: 3 clusters Score -4754738 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -4755746.000000 Penalty: 12265.668945
	Iteration 7F: 3 clusters Score -4755746 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -4756534.000000 Penalty: 12265.668945
	Iteration 8Q: 3 clusters Score -4756534 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -4757079.500000 Penalty: 12265.668945
	Iteration 9Q: 3 clusters Score -4757080 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -4757452.500000 Penalty: 12265.668945
	Iteration 10Q: 3 clusters Score -4757452 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -4757708.500000 Penalty: 12265.668945
	Iteration 11Q: 3 clusters Score -4757708 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -4757855.000000 Penalty: 12265.668945
	Iteration 12Q: 3 clusters Score -4757855 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -4757971.000000 Penalty: 12265.668945
	Iteration 13Q: 3 clusters Score -4757971 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -4758029.500000 Penalty: 12265.668945
	Iteration 14Q: 3 clusters Score -4758030 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -4758104.000000 Penalty: 12265.668945
	Iteration 15Q: 3 clusters Score -4758104 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -4758156.000000 Penalty: 12265.668945
	Iteration 16Q: 3 clusters Score -4758156 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -4758181.000000 Penalty: 12265.668945
	Iteration 17Q: 3 clusters Score -4758181 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -4758181.500000 Penalty: 12265.668945
	Iteration 18Q: 3 clusters Score -4758182 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -4758202.000000 Penalty: 12265.668945
	Iteration 19Q: 3 clusters Score -4758202 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -4758211.000000 Penalty: 12265.668945
	Iteration 20F: 3 clusters Score -4758211 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -4758222.500000 Penalty: 12265.668945
	Iteration 21Q: 3 clusters Score -4758222 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -4758234.500000 Penalty: 12265.668945
	Iteration 22Q: 3 clusters Score -4758234 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -4758239.000000 Penalty: 12265.668945
	Iteration 23Q: 3 clusters Score -4758239 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -4758244.000000 Penalty: 12265.668945
	Iteration 24Q: 3 clusters Score -4758244 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -4758240.000000 Penalty: 12265.668945
	Iteration 25Q: 3 clusters Score -4758240 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -4758253.500000 Penalty: 12265.668945
	Iteration 26Q: 3 clusters Score -4758254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -4758252.000000 Penalty: 12265.668945
	Iteration 27Q: 3 clusters Score -4758252 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -4758255.500000 Penalty: 12265.668945
	Iteration 28Q: 3 clusters Score -4758256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -4758254.500000 Penalty: 12265.668945
	Iteration 29Q: 3 clusters Score -4758254 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -4758256.000000 Penalty: 12265.668945
	Iteration 30Q: 3 clusters Score -4758256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -4758253.000000 Penalty: 12265.668945
	Iteration 31Q: 3 clusters Score -4758253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -4758252.500000 Penalty: 12265.668945
	Iteration 32Q: 3 clusters Score -4758252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -4758250.000000 Penalty: 12265.668945
	Iteration 33Q: 3 clusters Score -4758250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -4758255.500000 Penalty: 12265.668945
	Iteration 34Q: 3 clusters Score -4758256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -4758266.000000 Penalty: 12265.668945
	Iteration 35Q: 3 clusters Score -4758266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -4758261.000000 Penalty: 12265.668945
	Iteration 36Q: 3 clusters Score -4758261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -4758257.500000 Penalty: 12265.668945
	Iteration 37Q: 3 clusters Score -4758258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -4758256.500000 Penalty: 12265.668945
	Iteration 38Q: 3 clusters Score -4758256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -4758263.000000 Penalty: 12265.668945
	Iteration 39Q: 3 clusters Score -4758263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -4758259.000000 Penalty: 12265.668945
	Iteration 40F: 3 clusters Score -4758259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -4758257.000000 Penalty: 12265.668945
	Iteration 41Q: 3 clusters Score -4758257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -4758261.000000 Penalty: 12265.668945
	Iteration 42Q: 3 clusters Score -4758261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -4758266.000000 Penalty: 12265.668945
	Iteration 43Q: 3 clusters Score -4758266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -4758259.500000 Penalty: 12265.668945
	Iteration 44Q: 3 clusters Score -4758260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -4758261.000000 Penalty: 12265.668945
	Iteration 45Q: 3 clusters Score -4758261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -4758264.000000 Penalty: 12265.668945
	Iteration 46Q: 3 clusters Score -4758264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -4758262.500000 Penalty: 12265.668945
	Iteration 47Q: 3 clusters Score -4758262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -4758258.500000 Penalty: 12265.668945
	Iteration 48Q: 3 clusters Score -4758258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -4758258.500000 Penalty: 12265.668945
	Iteration 49Q: 3 clusters Score -4758258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -4758262.000000 Penalty: 12265.668945
	Iteration 50Q: 3 clusters Score -4758262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -4758265.500000 Penalty: 12265.668945
	Iteration 51Q: 3 clusters Score -4758266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -4758264.000000 Penalty: 12265.668945
	Iteration 52Q: 3 clusters Score -4758264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -4758264.000000 Penalty: 12265.668945
	Iteration 53F: 3 clusters Score -4758264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (68314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68314 members 
Entering Unmasked Estep 
Score: -15292777.000000 Penalty: 6818.270508
	Iteration 0F: 2 clusters Score -1.529278e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 34205 members 
Entering Unmasked Estep 
Score: -15245334.000000 Penalty: 13636.541016
	Iteration 0F: 3 clusters Score -1.524533e+07 nChanged 30686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33733 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -15261917.000000 Penalty: 13636.541016
	Iteration 1F: 3 clusters Score -1.526192e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33494 members 
Mstep: Class 2 contains 34820 members 
Entering Unmasked Estep 
Score: -15262723.000000 Penalty: 13636.541016
	Iteration 2Q: 3 clusters Score -1.526272e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33151 members 
Mstep: Class 2 contains 35163 members 
Entering Unmasked Estep 
Score: -15263399.000000 Penalty: 13636.541016
	Iteration 3Q: 3 clusters Score -1.52634e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32727 members 
Mstep: Class 2 contains 35587 members 
Entering Unmasked Estep 
Score: -15264056.000000 Penalty: 13636.541016
	Iteration 4Q: 3 clusters Score -1.526406e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32174 members 
Mstep: Class 2 contains 36140 members 
Entering Unmasked Estep 
Score: -15264659.000000 Penalty: 13636.541016
	Iteration 5Q: 3 clusters Score -1.526466e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31395 members 
Mstep: Class 2 contains 36919 members 
Entering Unmasked Estep 
Score: -15265206.000000 Penalty: 13636.541016
	Iteration 6Q: 3 clusters Score -1.526521e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30328 members 
Mstep: Class 2 contains 37986 members 
Entering Unmasked Estep 
Score: -15265889.000000 Penalty: 13636.541016
	Iteration 7Q: 3 clusters Score -1.526589e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 39483 members 
Entering Unmasked Estep 
Score: -15266852.000000 Penalty: 13636.541016
	Iteration 8Q: 3 clusters Score -1.526685e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26776 members 
Mstep: Class 2 contains 41538 members 
Entering Unmasked Estep 
Score: -15268197.000000 Penalty: 13636.541016
	Iteration 9Q: 3 clusters Score -1.52682e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 44266 members 
Entering Unmasked Estep 
Score: -15270106.000000 Penalty: 13636.541016
	Iteration 10F: 3 clusters Score -1.527011e+07 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 47704 members 
Entering Unmasked Estep 
Score: -15272553.000000 Penalty: 13636.541016
	Iteration 11F: 3 clusters Score -1.527255e+07 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 51568 members 
Entering Unmasked Estep 
Score: -15275510.000000 Penalty: 13636.541016
	Iteration 12F: 3 clusters Score -1.527551e+07 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 55497 members 
Entering Unmasked Estep 
Score: -15278658.000000 Penalty: 13636.541016
	Iteration 13F: 3 clusters Score -1.527866e+07 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 58933 members 
Entering Unmasked Estep 
Score: -15281342.000000 Penalty: 13636.541016
	Iteration 14F: 3 clusters Score -1.528134e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 61554 members 
Entering Unmasked Estep 
Score: -15283279.000000 Penalty: 13636.541016
	Iteration 15Q: 3 clusters Score -1.528328e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 63306 members 
Entering Unmasked Estep 
Score: -15284507.000000 Penalty: 13636.541016
	Iteration 16Q: 3 clusters Score -1.528451e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 64520 members 
Entering Unmasked Estep 
Score: -15285310.000000 Penalty: 13636.541016
	Iteration 17Q: 3 clusters Score -1.528531e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 65323 members 
Entering Unmasked Estep 
Score: -15285953.000000 Penalty: 13636.541016
	Iteration 18Q: 3 clusters Score -1.528595e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 65838 members 
Entering Unmasked Estep 
Score: -15286362.000000 Penalty: 13636.541016
	Iteration 19Q: 3 clusters Score -1.528636e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 66180 members 
Entering Unmasked Estep 
Score: -15286522.000000 Penalty: 13636.541016
	Iteration 20F: 3 clusters Score -1.528652e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 66375 members 
Entering Unmasked Estep 
Score: -15286651.000000 Penalty: 13636.541016
	Iteration 21Q: 3 clusters Score -1.528665e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 66512 members 
Entering Unmasked Estep 
Score: -15286735.000000 Penalty: 13636.541016
	Iteration 22Q: 3 clusters Score -1.528674e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 66601 members 
Entering Unmasked Estep 
Score: -15286795.000000 Penalty: 13636.541016
	Iteration 23Q: 3 clusters Score -1.52868e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 66666 members 
Entering Unmasked Estep 
Score: -15286827.000000 Penalty: 13636.541016
	Iteration 24Q: 3 clusters Score -1.528683e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 66718 members 
Entering Unmasked Estep 
Score: -15286844.000000 Penalty: 13636.541016
	Iteration 25Q: 3 clusters Score -1.528684e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 66765 members 
Entering Unmasked Estep 
Score: -15286896.000000 Penalty: 13636.541016
	Iteration 26Q: 3 clusters Score -1.52869e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 66798 members 
Entering Unmasked Estep 
Score: -15286927.000000 Penalty: 13636.541016
	Iteration 27Q: 3 clusters Score -1.528693e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 66841 members 
Entering Unmasked Estep 
Score: -15286992.000000 Penalty: 13636.541016
	Iteration 28Q: 3 clusters Score -1.528699e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 66881 members 
Entering Unmasked Estep 
Score: -15287015.000000 Penalty: 13636.541016
	Iteration 29Q: 3 clusters Score -1.528702e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 66913 members 
Entering Unmasked Estep 
Score: -15287016.000000 Penalty: 13636.541016
	Iteration 30Q: 3 clusters Score -1.528702e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 66932 members 
Entering Unmasked Estep 
Score: -15287040.000000 Penalty: 13636.541016
	Iteration 31Q: 3 clusters Score -1.528704e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 66943 members 
Entering Unmasked Estep 
Score: -15287050.000000 Penalty: 13636.541016
	Iteration 32Q: 3 clusters Score -1.528705e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 66953 members 
Entering Unmasked Estep 
Score: -15287047.000000 Penalty: 13636.541016
	Iteration 33Q: 3 clusters Score -1.528705e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 66962 members 
Entering Unmasked Estep 
Score: -15287037.000000 Penalty: 13636.541016
	Iteration 34Q: 3 clusters Score -1.528704e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 66967 members 
Entering Unmasked Estep 
Score: -15287046.000000 Penalty: 13636.541016
	Iteration 35Q: 3 clusters Score -1.528705e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 66975 members 
Entering Unmasked Estep 
Score: -15287050.000000 Penalty: 13636.541016
	Iteration 36Q: 3 clusters Score -1.528705e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 66982 members 
Entering Unmasked Estep 
Score: -15287043.000000 Penalty: 13636.541016
	Iteration 37Q: 3 clusters Score -1.528704e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 66984 members 
Entering Unmasked Estep 
Score: -15287058.000000 Penalty: 13636.541016
	Iteration 38Q: 3 clusters Score -1.528706e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 66986 members 
Entering Unmasked Estep 
Score: -15287074.000000 Penalty: 13636.541016
	Iteration 39Q: 3 clusters Score -1.528707e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 66987 members 
Entering Unmasked Estep 
Score: -15287074.000000 Penalty: 13636.541016
	Iteration 40F: 3 clusters Score -1.528707e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 66988 members 
Entering Unmasked Estep 
Score: -15287066.000000 Penalty: 13636.541016
	Iteration 41Q: 3 clusters Score -1.528707e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 66989 members 
Entering Unmasked Estep 
Score: -15287049.000000 Penalty: 13636.541016
	Iteration 42Q: 3 clusters Score -1.528705e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 66989 members 
Entering Unmasked Estep 
Score: -15287049.000000 Penalty: 13636.541016
	Iteration 43F: 3 clusters Score -1.528705e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Entering Unmasked Estep 
Score: -2900543.250000 Penalty: 5803.772461
	Iteration 0F: 2 clusters Score -2900543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -2888407.500000 Penalty: 11607.544922
	Iteration 0F: 3 clusters Score -2888408 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -2891384.000000 Penalty: 11607.544922
	Iteration 1F: 3 clusters Score -2891384 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -2892323.500000 Penalty: 11607.544922
	Iteration 2F: 3 clusters Score -2892324 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -2893267.250000 Penalty: 11607.544922
	Iteration 3F: 3 clusters Score -2893267 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -2894345.500000 Penalty: 11607.544922
	Iteration 4F: 3 clusters Score -2894346 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -2895752.250000 Penalty: 11607.544922
	Iteration 5F: 3 clusters Score -2895752 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -2897263.750000 Penalty: 11607.544922
	Iteration 6F: 3 clusters Score -2897264 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -2898323.750000 Penalty: 11607.544922
	Iteration 7F: 3 clusters Score -2898324 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -2899015.250000 Penalty: 11607.544922
	Iteration 8F: 3 clusters Score -2899015 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -2899632.000000 Penalty: 11607.544922
	Iteration 9Q: 3 clusters Score -2899632 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -2899999.500000 Penalty: 11607.544922
	Iteration 10Q: 3 clusters Score -2900000 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -2900223.750000 Penalty: 11607.544922
	Iteration 11Q: 3 clusters Score -2900224 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -2900314.000000 Penalty: 11607.544922
	Iteration 12Q: 3 clusters Score -2900314 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -2900355.500000 Penalty: 11607.544922
	Iteration 13Q: 3 clusters Score -2900356 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -2900391.000000 Penalty: 11607.544922
	Iteration 14Q: 3 clusters Score -2900391 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -2900391.250000 Penalty: 11607.544922
	Iteration 15Q: 3 clusters Score -2900391 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -2900403.750000 Penalty: 11607.544922
	Iteration 16Q: 3 clusters Score -2900404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -2900400.750000 Penalty: 11607.544922
	Iteration 17Q: 3 clusters Score -2900401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -2900408.500000 Penalty: 11607.544922
	Iteration 18Q: 3 clusters Score -2900408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -2900409.750000 Penalty: 11607.544922
	Iteration 19Q: 3 clusters Score -2900410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -2900413.750000 Penalty: 11607.544922
	Iteration 20F: 3 clusters Score -2900414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -2900408.500000 Penalty: 11607.544922
	Iteration 21Q: 3 clusters Score -2900408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -2900408.500000 Penalty: 11607.544922
	Iteration 22F: 3 clusters Score -2900408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Entering Unmasked Estep 
Score: -271695.375000 Penalty: 4423.821777
	Iteration 0F: 2 clusters Score -271695.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -267429.718750 Penalty: 8847.643555
	Iteration 0F: 3 clusters Score -267429.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -268489.031250 Penalty: 8847.643555
	Iteration 1F: 3 clusters Score -268489 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -268963.062500 Penalty: 8847.643555
	Iteration 2F: 3 clusters Score -268963.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -269431.281250 Penalty: 8847.643555
	Iteration 3F: 3 clusters Score -269431.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -270046.531250 Penalty: 8847.643555
	Iteration 4F: 3 clusters Score -270046.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -270380.437500 Penalty: 8847.643555
	Iteration 5Q: 3 clusters Score -270380.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -270579.281250 Penalty: 8847.643555
	Iteration 6Q: 3 clusters Score -270579.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -270675.906250 Penalty: 8847.643555
	Iteration 7Q: 3 clusters Score -270675.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -270802.375000 Penalty: 8847.643555
	Iteration 8Q: 3 clusters Score -270802.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -270929.750000 Penalty: 8847.643555
	Iteration 9Q: 3 clusters Score -270929.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -271169.031250 Penalty: 8847.643555
	Iteration 10Q: 3 clusters Score -271169 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -271233.437500 Penalty: 8847.643555
	Iteration 11Q: 3 clusters Score -271233.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -271276.187500 Penalty: 8847.643555
	Iteration 12Q: 3 clusters Score -271276.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -271310.937500 Penalty: 8847.643555
	Iteration 13Q: 3 clusters Score -271310.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -271323.468750 Penalty: 8847.643555
	Iteration 14Q: 3 clusters Score -271323.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -271332.812500 Penalty: 8847.643555
	Iteration 15Q: 3 clusters Score -271332.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -271343.375000 Penalty: 8847.643555
	Iteration 16Q: 3 clusters Score -271343.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -271353.437500 Penalty: 8847.643555
	Iteration 17Q: 3 clusters Score -271353.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -271367.125000 Penalty: 8847.643555
	Iteration 18Q: 3 clusters Score -271367.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -271370.937500 Penalty: 8847.643555
	Iteration 19Q: 3 clusters Score -271370.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -271382.375000 Penalty: 8847.643555
	Iteration 20F: 3 clusters Score -271382.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -271385.968750 Penalty: 8847.643555
	Iteration 21Q: 3 clusters Score -271386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -271389.093750 Penalty: 8847.643555
	Iteration 22Q: 3 clusters Score -271389.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -271391.500000 Penalty: 8847.643555
	Iteration 23Q: 3 clusters Score -271391.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -271393.343750 Penalty: 8847.643555
	Iteration 24Q: 3 clusters Score -271393.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -271395.593750 Penalty: 8847.643555
	Iteration 25Q: 3 clusters Score -271395.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -271399.312500 Penalty: 8847.643555
	Iteration 26Q: 3 clusters Score -271399.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -271403.343750 Penalty: 8847.643555
	Iteration 27Q: 3 clusters Score -271403.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -271405.125000 Penalty: 8847.643555
	Iteration 28Q: 3 clusters Score -271405.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -271408.531250 Penalty: 8847.643555
	Iteration 29Q: 3 clusters Score -271408.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -271414.000000 Penalty: 8847.643555
	Iteration 30Q: 3 clusters Score -271414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -271418.562500 Penalty: 8847.643555
	Iteration 31Q: 3 clusters Score -271418.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -271423.906250 Penalty: 8847.643555
	Iteration 32Q: 3 clusters Score -271423.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -271429.281250 Penalty: 8847.643555
	Iteration 33Q: 3 clusters Score -271429.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -271432.343750 Penalty: 8847.643555
	Iteration 34Q: 3 clusters Score -271432.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -271437.562500 Penalty: 8847.643555
	Iteration 35Q: 3 clusters Score -271437.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -271450.218750 Penalty: 8847.643555
	Iteration 36Q: 3 clusters Score -271450.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -271465.093750 Penalty: 8847.643555
	Iteration 37Q: 3 clusters Score -271465.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -271493.687500 Penalty: 8847.643555
	Iteration 38Q: 3 clusters Score -271493.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -271510.593750 Penalty: 8847.643555
	Iteration 39Q: 3 clusters Score -271510.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -271526.156250 Penalty: 8847.643555
	Iteration 40F: 3 clusters Score -271526.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -271537.812500 Penalty: 8847.643555
	Iteration 41Q: 3 clusters Score -271537.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -271542.125000 Penalty: 8847.643555
	Iteration 42Q: 3 clusters Score -271542.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -271550.281250 Penalty: 8847.643555
	Iteration 43Q: 3 clusters Score -271550.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -271575.406250 Penalty: 8847.643555
	Iteration 44Q: 3 clusters Score -271575.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -271601.968750 Penalty: 8847.643555
	Iteration 45Q: 3 clusters Score -271602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -271621.406250 Penalty: 8847.643555
	Iteration 46Q: 3 clusters Score -271621.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -271636.156250 Penalty: 8847.643555
	Iteration 47Q: 3 clusters Score -271636.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -271649.312500 Penalty: 8847.643555
	Iteration 48Q: 3 clusters Score -271649.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -271659.687500 Penalty: 8847.643555
	Iteration 49Q: 3 clusters Score -271659.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -271686.593750 Penalty: 8847.643555
	Iteration 50Q: 3 clusters Score -271686.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -271725.250000 Penalty: 8847.643555
	Iteration 51Q: 3 clusters Score -271725.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -271731.593750 Penalty: 8847.643555
	Iteration 52Q: 3 clusters Score -271731.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -271736.031250 Penalty: 8847.643555
	Iteration 53Q: 3 clusters Score -271736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -271739.281250 Penalty: 8847.643555
	Iteration 54Q: 3 clusters Score -271739.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -271747.437500 Penalty: 8847.643555
	Iteration 55Q: 3 clusters Score -271747.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -271753.562500 Penalty: 8847.643555
	Iteration 56Q: 3 clusters Score -271753.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -271753.562500 Penalty: 8847.643555
	Iteration 57F: 3 clusters Score -271753.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 14919 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 60882 members 
Mstep: Class 5 contains 9233 members 
Mstep: Class 6 contains 60543 members 
Mstep: Class 7 contains 22310 members 
Mstep: Class 8 contains 68314 members 
Mstep: Class 9 contains 13037 members 
Mstep: Class 10 contains 770 members 
Mstep: Class 11 contains 10924 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 11048 members 
Mstep: Class 15 contains 28976 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 14913 members 
Mstep: Class 19 contains 71185 members 
Mstep: Class 20 contains 142350 members 
Mstep: Class 21 contains 30955 members 
Mstep: Class 22 contains 44434 members 
Mstep: Class 23 contains 35977 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 7795 members 
Mstep: Class 26 contains 27712 members 
Mstep: Class 27 contains 5969 members 
Mstep: Class 28 contains 600 members 
Entering Unmasked Estep 
Score: -157278528.000000 Penalty: 231244.984375
Splitting cluster 10 changes total score from -157282192.000000 to -157278528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (10924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Entering Unmasked Estep 
Score: -2444902.250000 Penalty: 5695.464355
	Iteration 0F: 2 clusters Score -2444902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -2434061.000000 Penalty: 11390.928711
	Iteration 0F: 3 clusters Score -2434061 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -2436474.750000 Penalty: 11390.928711
	Iteration 1F: 3 clusters Score -2436475 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -2436967.500000 Penalty: 11390.928711
	Iteration 2F: 3 clusters Score -2436968 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -2437251.500000 Penalty: 11390.928711
	Iteration 3Q: 3 clusters Score -2437252 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -2437449.000000 Penalty: 11390.928711
	Iteration 4Q: 3 clusters Score -2437449 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -2437601.250000 Penalty: 11390.928711
	Iteration 5Q: 3 clusters Score -2437601 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -2437713.750000 Penalty: 11390.928711
	Iteration 6Q: 3 clusters Score -2437714 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -2437816.750000 Penalty: 11390.928711
	Iteration 7Q: 3 clusters Score -2437817 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -2437909.250000 Penalty: 11390.928711
	Iteration 8Q: 3 clusters Score -2437909 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -2438010.500000 Penalty: 11390.928711
	Iteration 9Q: 3 clusters Score -2438010 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -2438120.000000 Penalty: 11390.928711
	Iteration 10Q: 3 clusters Score -2438120 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -2438252.000000 Penalty: 11390.928711
	Iteration 11Q: 3 clusters Score -2438252 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -2438388.000000 Penalty: 11390.928711
	Iteration 12Q: 3 clusters Score -2438388 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -2438533.250000 Penalty: 11390.928711
	Iteration 13Q: 3 clusters Score -2438533 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -2438668.750000 Penalty: 11390.928711
	Iteration 14Q: 3 clusters Score -2438669 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -2438809.250000 Penalty: 11390.928711
	Iteration 15Q: 3 clusters Score -2438809 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -2438953.750000 Penalty: 11390.928711
	Iteration 16Q: 3 clusters Score -2438954 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -2439113.750000 Penalty: 11390.928711
	Iteration 17Q: 3 clusters Score -2439114 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -2439299.750000 Penalty: 11390.928711
	Iteration 18Q: 3 clusters Score -2439300 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -2439500.500000 Penalty: 11390.928711
	Iteration 19Q: 3 clusters Score -2439500 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -2439693.250000 Penalty: 11390.928711
	Iteration 20F: 3 clusters Score -2439693 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -2439868.750000 Penalty: 11390.928711
	Iteration 21Q: 3 clusters Score -2439869 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -2440060.750000 Penalty: 11390.928711
	Iteration 22Q: 3 clusters Score -2440061 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -2440258.250000 Penalty: 11390.928711
	Iteration 23Q: 3 clusters Score -2440258 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -2440432.000000 Penalty: 11390.928711
	Iteration 24Q: 3 clusters Score -2440432 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -2440625.250000 Penalty: 11390.928711
	Iteration 25Q: 3 clusters Score -2440625 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -2440819.500000 Penalty: 11390.928711
	Iteration 26Q: 3 clusters Score -2440820 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -2441036.250000 Penalty: 11390.928711
	Iteration 27Q: 3 clusters Score -2441036 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -2441254.000000 Penalty: 11390.928711
	Iteration 28Q: 3 clusters Score -2441254 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -2441463.500000 Penalty: 11390.928711
	Iteration 29Q: 3 clusters Score -2441464 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -2441676.250000 Penalty: 11390.928711
	Iteration 30Q: 3 clusters Score -2441676 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -2441878.750000 Penalty: 11390.928711
	Iteration 31Q: 3 clusters Score -2441879 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -2442044.750000 Penalty: 11390.928711
	Iteration 32Q: 3 clusters Score -2442045 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -2442166.500000 Penalty: 11390.928711
	Iteration 33Q: 3 clusters Score -2442166 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -2442260.000000 Penalty: 11390.928711
	Iteration 34Q: 3 clusters Score -2442260 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -2442322.000000 Penalty: 11390.928711
	Iteration 35Q: 3 clusters Score -2442322 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -2442364.750000 Penalty: 11390.928711
	Iteration 36Q: 3 clusters Score -2442365 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -2442397.250000 Penalty: 11390.928711
	Iteration 37Q: 3 clusters Score -2442397 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -2442416.000000 Penalty: 11390.928711
	Iteration 38Q: 3 clusters Score -2442416 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -2442429.000000 Penalty: 11390.928711
	Iteration 39Q: 3 clusters Score -2442429 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -2442450.250000 Penalty: 11390.928711
	Iteration 40F: 3 clusters Score -2442450 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -2442462.250000 Penalty: 11390.928711
	Iteration 41Q: 3 clusters Score -2442462 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -2442475.000000 Penalty: 11390.928711
	Iteration 42Q: 3 clusters Score -2442475 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -2442483.750000 Penalty: 11390.928711
	Iteration 43Q: 3 clusters Score -2442484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -2442493.500000 Penalty: 11390.928711
	Iteration 44Q: 3 clusters Score -2442494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -2442494.500000 Penalty: 11390.928711
	Iteration 45Q: 3 clusters Score -2442494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -2442498.000000 Penalty: 11390.928711
	Iteration 46Q: 3 clusters Score -2442498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -2442503.000000 Penalty: 11390.928711
	Iteration 47Q: 3 clusters Score -2442503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -2442501.500000 Penalty: 11390.928711
	Iteration 48Q: 3 clusters Score -2442502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -2442501.500000 Penalty: 11390.928711
	Iteration 49Q: 3 clusters Score -2442502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -2442504.000000 Penalty: 11390.928711
	Iteration 50Q: 3 clusters Score -2442504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -2442504.500000 Penalty: 11390.928711
	Iteration 51Q: 3 clusters Score -2442504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -2442505.250000 Penalty: 11390.928711
	Iteration 52Q: 3 clusters Score -2442505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -2442506.000000 Penalty: 11390.928711
	Iteration 53Q: 3 clusters Score -2442506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -2442505.500000 Penalty: 11390.928711
	Iteration 54Q: 3 clusters Score -2442506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -2442504.000000 Penalty: 11390.928711
	Iteration 55Q: 3 clusters Score -2442504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -2442503.000000 Penalty: 11390.928711
	Iteration 56Q: 3 clusters Score -2442503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -2442503.500000 Penalty: 11390.928711
	Iteration 57Q: 3 clusters Score -2442504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -2442512.750000 Penalty: 11390.928711
	Iteration 58Q: 3 clusters Score -2442513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -2442512.250000 Penalty: 11390.928711
	Iteration 59Q: 3 clusters Score -2442512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -2442512.250000 Penalty: 11390.928711
	Iteration 60F: 3 clusters Score -2442512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Entering Unmasked Estep 
Score: -401406.500000 Penalty: 4589.656738
	Iteration 0F: 2 clusters Score -401406.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -396535.375000 Penalty: 9179.313477
	Iteration 0F: 3 clusters Score -396535.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -397020.281250 Penalty: 9179.313477
	Iteration 1F: 3 clusters Score -397020.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -397149.312500 Penalty: 9179.313477
	Iteration 2Q: 3 clusters Score -397149.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -397212.906250 Penalty: 9179.313477
	Iteration 3Q: 3 clusters Score -397212.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -397242.687500 Penalty: 9179.313477
	Iteration 4Q: 3 clusters Score -397242.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -397261.000000 Penalty: 9179.313477
	Iteration 5Q: 3 clusters Score -397261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -397274.156250 Penalty: 9179.313477
	Iteration 6Q: 3 clusters Score -397274.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -397281.437500 Penalty: 9179.313477
	Iteration 7Q: 3 clusters Score -397281.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -397287.125000 Penalty: 9179.313477
	Iteration 8Q: 3 clusters Score -397287.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -397297.718750 Penalty: 9179.313477
	Iteration 9Q: 3 clusters Score -397297.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -397309.593750 Penalty: 9179.313477
	Iteration 10Q: 3 clusters Score -397309.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -397311.437500 Penalty: 9179.313477
	Iteration 11Q: 3 clusters Score -397311.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -397315.812500 Penalty: 9179.313477
	Iteration 12Q: 3 clusters Score -397315.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -397319.687500 Penalty: 9179.313477
	Iteration 13Q: 3 clusters Score -397319.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -397323.062500 Penalty: 9179.313477
	Iteration 14Q: 3 clusters Score -397323.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -397328.218750 Penalty: 9179.313477
	Iteration 15Q: 3 clusters Score -397328.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -397331.812500 Penalty: 9179.313477
	Iteration 16Q: 3 clusters Score -397331.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -397336.281250 Penalty: 9179.313477
	Iteration 17Q: 3 clusters Score -397336.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -397340.750000 Penalty: 9179.313477
	Iteration 18Q: 3 clusters Score -397340.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -397342.968750 Penalty: 9179.313477
	Iteration 19Q: 3 clusters Score -397343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -397346.281250 Penalty: 9179.313477
	Iteration 20F: 3 clusters Score -397346.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -397349.406250 Penalty: 9179.313477
	Iteration 21Q: 3 clusters Score -397349.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -397351.000000 Penalty: 9179.313477
	Iteration 22Q: 3 clusters Score -397351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -397351.000000 Penalty: 9179.313477
	Iteration 23F: 3 clusters Score -397351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Entering Unmasked Estep 
Score: -315375.562500 Penalty: 4476.072266
	Iteration 0F: 2 clusters Score -315375.6 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 741 members 
Entering Unmasked Estep 
Score: -310914.750000 Penalty: 8952.144531
	Iteration 0F: 3 clusters Score -310914.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -311428.031250 Penalty: 8952.144531
	Iteration 1F: 3 clusters Score -311428 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -311672.187500 Penalty: 8952.144531
	Iteration 2F: 3 clusters Score -311672.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -311845.125000 Penalty: 8952.144531
	Iteration 3Q: 3 clusters Score -311845.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -311912.406250 Penalty: 8952.144531
	Iteration 4Q: 3 clusters Score -311912.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -311972.250000 Penalty: 8952.144531
	Iteration 5Q: 3 clusters Score -311972.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -312013.125000 Penalty: 8952.144531
	Iteration 6Q: 3 clusters Score -312013.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -312035.687500 Penalty: 8952.144531
	Iteration 7Q: 3 clusters Score -312035.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -312058.781250 Penalty: 8952.144531
	Iteration 8Q: 3 clusters Score -312058.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -312077.437500 Penalty: 8952.144531
	Iteration 9Q: 3 clusters Score -312077.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -312101.625000 Penalty: 8952.144531
	Iteration 10Q: 3 clusters Score -312101.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -312115.687500 Penalty: 8952.144531
	Iteration 11Q: 3 clusters Score -312115.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -312124.125000 Penalty: 8952.144531
	Iteration 12Q: 3 clusters Score -312124.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -312125.343750 Penalty: 8952.144531
	Iteration 13Q: 3 clusters Score -312125.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -312128.937500 Penalty: 8952.144531
	Iteration 14Q: 3 clusters Score -312128.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -312135.812500 Penalty: 8952.144531
	Iteration 15Q: 3 clusters Score -312135.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -312144.968750 Penalty: 8952.144531
	Iteration 16Q: 3 clusters Score -312145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -312156.000000 Penalty: 8952.144531
	Iteration 17Q: 3 clusters Score -312156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -312178.781250 Penalty: 8952.144531
	Iteration 18Q: 3 clusters Score -312178.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -312221.812500 Penalty: 8952.144531
	Iteration 19Q: 3 clusters Score -312221.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -312361.187500 Penalty: 8952.144531
	Iteration 20F: 3 clusters Score -312361.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -312666.718750 Penalty: 8952.144531
	Iteration 21Q: 3 clusters Score -312666.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -312885.781250 Penalty: 8952.144531
	Iteration 22Q: 3 clusters Score -312885.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -313129.000000 Penalty: 8952.144531
	Iteration 23Q: 3 clusters Score -313129 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -313366.125000 Penalty: 8952.144531
	Iteration 24F: 3 clusters Score -313366.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -313576.906250 Penalty: 8952.144531
	Iteration 25Q: 3 clusters Score -313576.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -313766.968750 Penalty: 8952.144531
	Iteration 26Q: 3 clusters Score -313767 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -313916.281250 Penalty: 8952.144531
	Iteration 27Q: 3 clusters Score -313916.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -314023.093750 Penalty: 8952.144531
	Iteration 28Q: 3 clusters Score -314023.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -314122.531250 Penalty: 8952.144531
	Iteration 29Q: 3 clusters Score -314122.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -314186.125000 Penalty: 8952.144531
	Iteration 30Q: 3 clusters Score -314186.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -314213.750000 Penalty: 8952.144531
	Iteration 31Q: 3 clusters Score -314213.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -314246.843750 Penalty: 8952.144531
	Iteration 32Q: 3 clusters Score -314246.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -314260.843750 Penalty: 8952.144531
	Iteration 33Q: 3 clusters Score -314260.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -314279.437500 Penalty: 8952.144531
	Iteration 34Q: 3 clusters Score -314279.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -314307.968750 Penalty: 8952.144531
	Iteration 35Q: 3 clusters Score -314308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -314420.875000 Penalty: 8952.144531
	Iteration 36Q: 3 clusters Score -314420.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -314583.906250 Penalty: 8952.144531
	Iteration 37Q: 3 clusters Score -314583.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -314655.812500 Penalty: 8952.144531
	Iteration 38Q: 3 clusters Score -314655.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -314677.531250 Penalty: 8952.144531
	Iteration 39Q: 3 clusters Score -314677.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -314693.156250 Penalty: 8952.144531
	Iteration 40F: 3 clusters Score -314693.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -314721.531250 Penalty: 8952.144531
	Iteration 41Q: 3 clusters Score -314721.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -314749.906250 Penalty: 8952.144531
	Iteration 42Q: 3 clusters Score -314749.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -314765.937500 Penalty: 8952.144531
	Iteration 43Q: 3 clusters Score -314765.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -314780.906250 Penalty: 8952.144531
	Iteration 44Q: 3 clusters Score -314780.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -314788.312500 Penalty: 8952.144531
	Iteration 45Q: 3 clusters Score -314788.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -314788.312500 Penalty: 8952.144531
	Iteration 46F: 3 clusters Score -314788.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Entering Unmasked Estep 
Score: -2382793.250000 Penalty: 5702.377441
	Iteration 0F: 2 clusters Score -2382793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -2371964.000000 Penalty: 11404.754883
	Iteration 0F: 3 clusters Score -2371964 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -2374385.500000 Penalty: 11404.754883
	Iteration 1F: 3 clusters Score -2374386 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -2374938.000000 Penalty: 11404.754883
	Iteration 2F: 3 clusters Score -2374938 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -2375241.000000 Penalty: 11404.754883
	Iteration 3Q: 3 clusters Score -2375241 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -2375449.500000 Penalty: 11404.754883
	Iteration 4Q: 3 clusters Score -2375450 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -2375611.750000 Penalty: 11404.754883
	Iteration 5Q: 3 clusters Score -2375612 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -2375738.250000 Penalty: 11404.754883
	Iteration 6Q: 3 clusters Score -2375738 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -2375840.250000 Penalty: 11404.754883
	Iteration 7Q: 3 clusters Score -2375840 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -2375932.250000 Penalty: 11404.754883
	Iteration 8Q: 3 clusters Score -2375932 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -2376036.000000 Penalty: 11404.754883
	Iteration 9Q: 3 clusters Score -2376036 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -2376126.500000 Penalty: 11404.754883
	Iteration 10Q: 3 clusters Score -2376126 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -2376206.000000 Penalty: 11404.754883
	Iteration 11Q: 3 clusters Score -2376206 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -2376305.000000 Penalty: 11404.754883
	Iteration 12Q: 3 clusters Score -2376305 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -2376394.750000 Penalty: 11404.754883
	Iteration 13Q: 3 clusters Score -2376395 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -2376469.500000 Penalty: 11404.754883
	Iteration 14Q: 3 clusters Score -2376470 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -2376549.500000 Penalty: 11404.754883
	Iteration 15Q: 3 clusters Score -2376550 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -2376645.000000 Penalty: 11404.754883
	Iteration 16Q: 3 clusters Score -2376645 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -2376717.000000 Penalty: 11404.754883
	Iteration 17Q: 3 clusters Score -2376717 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -2376782.000000 Penalty: 11404.754883
	Iteration 18Q: 3 clusters Score -2376782 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -2376850.750000 Penalty: 11404.754883
	Iteration 19Q: 3 clusters Score -2376851 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -2376915.250000 Penalty: 11404.754883
	Iteration 20F: 3 clusters Score -2376915 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -2376976.750000 Penalty: 11404.754883
	Iteration 21Q: 3 clusters Score -2376977 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -2377041.250000 Penalty: 11404.754883
	Iteration 22Q: 3 clusters Score -2377041 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -2377113.500000 Penalty: 11404.754883
	Iteration 23Q: 3 clusters Score -2377114 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -2377175.750000 Penalty: 11404.754883
	Iteration 24Q: 3 clusters Score -2377176 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -2377244.750000 Penalty: 11404.754883
	Iteration 25Q: 3 clusters Score -2377245 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -2377312.250000 Penalty: 11404.754883
	Iteration 26Q: 3 clusters Score -2377312 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -2377386.000000 Penalty: 11404.754883
	Iteration 27Q: 3 clusters Score -2377386 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -2377451.750000 Penalty: 11404.754883
	Iteration 28Q: 3 clusters Score -2377452 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -2377535.000000 Penalty: 11404.754883
	Iteration 29Q: 3 clusters Score -2377535 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -2377633.000000 Penalty: 11404.754883
	Iteration 30Q: 3 clusters Score -2377633 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -2377728.750000 Penalty: 11404.754883
	Iteration 31Q: 3 clusters Score -2377729 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -2377881.250000 Penalty: 11404.754883
	Iteration 32Q: 3 clusters Score -2377881 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -2378099.750000 Penalty: 11404.754883
	Iteration 33Q: 3 clusters Score -2378100 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -2378339.750000 Penalty: 11404.754883
	Iteration 34Q: 3 clusters Score -2378340 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -2378593.500000 Penalty: 11404.754883
	Iteration 35Q: 3 clusters Score -2378594 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -2378781.500000 Penalty: 11404.754883
	Iteration 36Q: 3 clusters Score -2378782 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -2378924.250000 Penalty: 11404.754883
	Iteration 37Q: 3 clusters Score -2378924 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -2379025.250000 Penalty: 11404.754883
	Iteration 38Q: 3 clusters Score -2379025 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -2379100.000000 Penalty: 11404.754883
	Iteration 39Q: 3 clusters Score -2379100 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -2379134.250000 Penalty: 11404.754883
	Iteration 40F: 3 clusters Score -2379134 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -2379164.000000 Penalty: 11404.754883
	Iteration 41Q: 3 clusters Score -2379164 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -2379190.500000 Penalty: 11404.754883
	Iteration 42Q: 3 clusters Score -2379190 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -2379211.750000 Penalty: 11404.754883
	Iteration 43Q: 3 clusters Score -2379212 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -2379226.500000 Penalty: 11404.754883
	Iteration 44Q: 3 clusters Score -2379226 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -2379231.000000 Penalty: 11404.754883
	Iteration 45Q: 3 clusters Score -2379231 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -2379246.000000 Penalty: 11404.754883
	Iteration 46Q: 3 clusters Score -2379246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -2379250.250000 Penalty: 11404.754883
	Iteration 47Q: 3 clusters Score -2379250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -2379247.500000 Penalty: 11404.754883
	Iteration 48Q: 3 clusters Score -2379248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -2379257.500000 Penalty: 11404.754883
	Iteration 49Q: 3 clusters Score -2379258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -2379257.000000 Penalty: 11404.754883
	Iteration 50Q: 3 clusters Score -2379257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -2379264.500000 Penalty: 11404.754883
	Iteration 51Q: 3 clusters Score -2379264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -2379264.500000 Penalty: 11404.754883
	Iteration 52F: 3 clusters Score -2379264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Entering Unmasked Estep 
Score: -6425070.500000 Penalty: 6292.961914
	Iteration 0F: 2 clusters Score -6425070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -6402945.000000 Penalty: 12585.923828
	Iteration 0F: 3 clusters Score -6402945 nChanged 12164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -6409403.000000 Penalty: 12585.923828
	Iteration 1F: 3 clusters Score -6409403 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -6410276.000000 Penalty: 12585.923828
	Iteration 2F: 3 clusters Score -6410276 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -6410849.500000 Penalty: 12585.923828
	Iteration 3Q: 3 clusters Score -6410850 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -6411388.000000 Penalty: 12585.923828
	Iteration 4Q: 3 clusters Score -6411388 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -6411905.500000 Penalty: 12585.923828
	Iteration 5Q: 3 clusters Score -6411906 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -6412458.000000 Penalty: 12585.923828
	Iteration 6Q: 3 clusters Score -6412458 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -6413071.000000 Penalty: 12585.923828
	Iteration 7Q: 3 clusters Score -6413071 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -6413814.000000 Penalty: 12585.923828
	Iteration 8Q: 3 clusters Score -6413814 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -6414643.500000 Penalty: 12585.923828
	Iteration 9Q: 3 clusters Score -6414644 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -6415637.000000 Penalty: 12585.923828
	Iteration 10Q: 3 clusters Score -6415637 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -6416775.000000 Penalty: 12585.923828
	Iteration 11Q: 3 clusters Score -6416775 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -6418019.500000 Penalty: 12585.923828
	Iteration 12Q: 3 clusters Score -6418020 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -6419239.500000 Penalty: 12585.923828
	Iteration 13Q: 3 clusters Score -6419240 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -6420354.500000 Penalty: 12585.923828
	Iteration 14Q: 3 clusters Score -6420354 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -6421059.500000 Penalty: 12585.923828
	Iteration 15Q: 3 clusters Score -6421060 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -6421508.500000 Penalty: 12585.923828
	Iteration 16Q: 3 clusters Score -6421508 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -6421752.000000 Penalty: 12585.923828
	Iteration 17Q: 3 clusters Score -6421752 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -6421874.500000 Penalty: 12585.923828
	Iteration 18Q: 3 clusters Score -6421874 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -6421959.500000 Penalty: 12585.923828
	Iteration 19Q: 3 clusters Score -6421960 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -6422014.500000 Penalty: 12585.923828
	Iteration 20F: 3 clusters Score -6422014 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -6422087.500000 Penalty: 12585.923828
	Iteration 21Q: 3 clusters Score -6422088 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -6422129.000000 Penalty: 12585.923828
	Iteration 22Q: 3 clusters Score -6422129 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -6422158.000000 Penalty: 12585.923828
	Iteration 23Q: 3 clusters Score -6422158 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -6422152.000000 Penalty: 12585.923828
	Iteration 24Q: 3 clusters Score -6422152 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -6422177.500000 Penalty: 12585.923828
	Iteration 25Q: 3 clusters Score -6422178 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -6422207.500000 Penalty: 12585.923828
	Iteration 26Q: 3 clusters Score -6422208 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -6422201.000000 Penalty: 12585.923828
	Iteration 27Q: 3 clusters Score -6422201 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -6422202.500000 Penalty: 12585.923828
	Iteration 28Q: 3 clusters Score -6422202 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -6422210.000000 Penalty: 12585.923828
	Iteration 29Q: 3 clusters Score -6422210 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -6422225.000000 Penalty: 12585.923828
	Iteration 30Q: 3 clusters Score -6422225 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -6422217.500000 Penalty: 12585.923828
	Iteration 31Q: 3 clusters Score -6422218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -6422231.500000 Penalty: 12585.923828
	Iteration 32Q: 3 clusters Score -6422232 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -6422229.000000 Penalty: 12585.923828
	Iteration 33Q: 3 clusters Score -6422229 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21769 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -6422225.000000 Penalty: 12585.923828
	Iteration 34Q: 3 clusters Score -6422225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -6422224.000000 Penalty: 12585.923828
	Iteration 35Q: 3 clusters Score -6422224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -6422220.500000 Penalty: 12585.923828
	Iteration 36Q: 3 clusters Score -6422220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -6422226.500000 Penalty: 12585.923828
	Iteration 37Q: 3 clusters Score -6422226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -6422233.500000 Penalty: 12585.923828
	Iteration 38Q: 3 clusters Score -6422234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -6422232.000000 Penalty: 12585.923828
	Iteration 39Q: 3 clusters Score -6422232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -6422225.500000 Penalty: 12585.923828
	Iteration 40F: 3 clusters Score -6422226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -6422222.500000 Penalty: 12585.923828
	Iteration 41Q: 3 clusters Score -6422222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -6422239.500000 Penalty: 12585.923828
	Iteration 42Q: 3 clusters Score -6422240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -6422239.000000 Penalty: 12585.923828
	Iteration 43Q: 3 clusters Score -6422239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -6422233.500000 Penalty: 12585.923828
	Iteration 44Q: 3 clusters Score -6422234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -6422235.000000 Penalty: 12585.923828
	Iteration 45Q: 3 clusters Score -6422235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -6422236.000000 Penalty: 12585.923828
	Iteration 46Q: 3 clusters Score -6422236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -6422231.000000 Penalty: 12585.923828
	Iteration 47Q: 3 clusters Score -6422231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -6422239.500000 Penalty: 12585.923828
	Iteration 48Q: 3 clusters Score -6422240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -6422243.500000 Penalty: 12585.923828
	Iteration 49Q: 3 clusters Score -6422244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -6422238.500000 Penalty: 12585.923828
	Iteration 50Q: 3 clusters Score -6422238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -6422241.500000 Penalty: 12585.923828
	Iteration 51Q: 3 clusters Score -6422242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -6422234.500000 Penalty: 12585.923828
	Iteration 52Q: 3 clusters Score -6422234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -6422233.500000 Penalty: 12585.923828
	Iteration 53Q: 3 clusters Score -6422234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -6422239.000000 Penalty: 12585.923828
	Iteration 54Q: 3 clusters Score -6422239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -6422234.000000 Penalty: 12585.923828
	Iteration 55Q: 3 clusters Score -6422234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -6422234.000000 Penalty: 12585.923828
	Iteration 56Q: 3 clusters Score -6422234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -6422238.500000 Penalty: 12585.923828
	Iteration 57Q: 3 clusters Score -6422238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -6422238.500000 Penalty: 12585.923828
	Iteration 58Q: 3 clusters Score -6422238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -6422238.500000 Penalty: 12585.923828
	Iteration 59F: 3 clusters Score -6422238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Entering Unmasked Estep 
Score: -269934.625000 Penalty: 4399.190430
	Iteration 0F: 2 clusters Score -269934.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -265687.968750 Penalty: 8798.380859
	Iteration 0F: 3 clusters Score -265688 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -266100.125000 Penalty: 8798.380859
	Iteration 1F: 3 clusters Score -266100.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -266244.781250 Penalty: 8798.380859
	Iteration 2F: 3 clusters Score -266244.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -266295.937500 Penalty: 8798.380859
	Iteration 3Q: 3 clusters Score -266295.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -266331.750000 Penalty: 8798.380859
	Iteration 4Q: 3 clusters Score -266331.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -266342.531250 Penalty: 8798.380859
	Iteration 5Q: 3 clusters Score -266342.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -266345.500000 Penalty: 8798.380859
	Iteration 6Q: 3 clusters Score -266345.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -266349.781250 Penalty: 8798.380859
	Iteration 7Q: 3 clusters Score -266349.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -266351.843750 Penalty: 8798.380859
	Iteration 8Q: 3 clusters Score -266351.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -266354.593750 Penalty: 8798.380859
	Iteration 9Q: 3 clusters Score -266354.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -266359.218750 Penalty: 8798.380859
	Iteration 10Q: 3 clusters Score -266359.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -266366.250000 Penalty: 8798.380859
	Iteration 11Q: 3 clusters Score -266366.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -266371.531250 Penalty: 8798.380859
	Iteration 12Q: 3 clusters Score -266371.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -266377.187500 Penalty: 8798.380859
	Iteration 13Q: 3 clusters Score -266377.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -266377.187500 Penalty: 8798.380859
	Iteration 14F: 3 clusters Score -266377.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Entering Unmasked Estep 
Score: -235620.875000 Penalty: 4283.784180
	Iteration 0F: 2 clusters Score -235620.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -231463.031250 Penalty: 8567.568359
	Iteration 0F: 3 clusters Score -231463 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -231800.984375 Penalty: 8567.568359
	Iteration 1F: 3 clusters Score -231801 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -231908.250000 Penalty: 8567.568359
	Iteration 2Q: 3 clusters Score -231908.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -231969.640625 Penalty: 8567.568359
	Iteration 3Q: 3 clusters Score -231969.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -231991.984375 Penalty: 8567.568359
	Iteration 4Q: 3 clusters Score -231992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -232003.671875 Penalty: 8567.568359
	Iteration 5Q: 3 clusters Score -232003.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -232010.593750 Penalty: 8567.568359
	Iteration 6Q: 3 clusters Score -232010.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -232016.984375 Penalty: 8567.568359
	Iteration 7Q: 3 clusters Score -232017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -232018.796875 Penalty: 8567.568359
	Iteration 8Q: 3 clusters Score -232018.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -232018.796875 Penalty: 8567.568359
	Iteration 9F: 3 clusters Score -232018.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Entering Unmasked Estep 
Score: -3333476.750000 Penalty: 5886.117676
	Iteration 0F: 2 clusters Score -3333477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -3320096.750000 Penalty: 11772.235352
	Iteration 0F: 3 clusters Score -3320097 nChanged 5918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -3323336.250000 Penalty: 11772.235352
	Iteration 1F: 3 clusters Score -3323336 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -3323830.000000 Penalty: 11772.235352
	Iteration 2F: 3 clusters Score -3323830 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -3324100.000000 Penalty: 11772.235352
	Iteration 3Q: 3 clusters Score -3324100 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -3324294.000000 Penalty: 11772.235352
	Iteration 4Q: 3 clusters Score -3324294 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -3324459.000000 Penalty: 11772.235352
	Iteration 5Q: 3 clusters Score -3324459 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -3324589.000000 Penalty: 11772.235352
	Iteration 6Q: 3 clusters Score -3324589 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -3324675.500000 Penalty: 11772.235352
	Iteration 7Q: 3 clusters Score -3324676 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -3324760.500000 Penalty: 11772.235352
	Iteration 8Q: 3 clusters Score -3324760 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -3324880.500000 Penalty: 11772.235352
	Iteration 9Q: 3 clusters Score -3324880 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -3324978.750000 Penalty: 11772.235352
	Iteration 10Q: 3 clusters Score -3324979 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -3325099.750000 Penalty: 11772.235352
	Iteration 11Q: 3 clusters Score -3325100 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -3325201.250000 Penalty: 11772.235352
	Iteration 12Q: 3 clusters Score -3325201 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -3325322.000000 Penalty: 11772.235352
	Iteration 13Q: 3 clusters Score -3325322 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -3325456.500000 Penalty: 11772.235352
	Iteration 14Q: 3 clusters Score -3325456 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -3325597.250000 Penalty: 11772.235352
	Iteration 15Q: 3 clusters Score -3325597 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -3325794.500000 Penalty: 11772.235352
	Iteration 16Q: 3 clusters Score -3325794 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -3325992.750000 Penalty: 11772.235352
	Iteration 17Q: 3 clusters Score -3325993 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -3326204.250000 Penalty: 11772.235352
	Iteration 18Q: 3 clusters Score -3326204 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -3326416.250000 Penalty: 11772.235352
	Iteration 19Q: 3 clusters Score -3326416 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -3326656.000000 Penalty: 11772.235352
	Iteration 20F: 3 clusters Score -3326656 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -3326875.750000 Penalty: 11772.235352
	Iteration 21Q: 3 clusters Score -3326876 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -3327055.500000 Penalty: 11772.235352
	Iteration 22Q: 3 clusters Score -3327056 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -3327222.500000 Penalty: 11772.235352
	Iteration 23Q: 3 clusters Score -3327222 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -3327359.250000 Penalty: 11772.235352
	Iteration 24Q: 3 clusters Score -3327359 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -3327495.250000 Penalty: 11772.235352
	Iteration 25Q: 3 clusters Score -3327495 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -3327614.000000 Penalty: 11772.235352
	Iteration 26Q: 3 clusters Score -3327614 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -3327721.750000 Penalty: 11772.235352
	Iteration 27Q: 3 clusters Score -3327722 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -3327799.750000 Penalty: 11772.235352
	Iteration 28Q: 3 clusters Score -3327800 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -3327891.500000 Penalty: 11772.235352
	Iteration 29Q: 3 clusters Score -3327892 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -3327951.000000 Penalty: 11772.235352
	Iteration 30Q: 3 clusters Score -3327951 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -3328012.250000 Penalty: 11772.235352
	Iteration 31Q: 3 clusters Score -3328012 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -3328064.500000 Penalty: 11772.235352
	Iteration 32Q: 3 clusters Score -3328064 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -3328108.750000 Penalty: 11772.235352
	Iteration 33Q: 3 clusters Score -3328109 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -3328159.250000 Penalty: 11772.235352
	Iteration 34Q: 3 clusters Score -3328159 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -3328187.000000 Penalty: 11772.235352
	Iteration 35Q: 3 clusters Score -3328187 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -3328229.750000 Penalty: 11772.235352
	Iteration 36Q: 3 clusters Score -3328230 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -3328266.500000 Penalty: 11772.235352
	Iteration 37Q: 3 clusters Score -3328266 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -3328277.500000 Penalty: 11772.235352
	Iteration 38Q: 3 clusters Score -3328278 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -3328291.000000 Penalty: 11772.235352
	Iteration 39Q: 3 clusters Score -3328291 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -3328314.750000 Penalty: 11772.235352
	Iteration 40F: 3 clusters Score -3328315 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -3328328.250000 Penalty: 11772.235352
	Iteration 41Q: 3 clusters Score -3328328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -3328341.500000 Penalty: 11772.235352
	Iteration 42Q: 3 clusters Score -3328342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -3328352.750000 Penalty: 11772.235352
	Iteration 43Q: 3 clusters Score -3328353 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -3328353.750000 Penalty: 11772.235352
	Iteration 44Q: 3 clusters Score -3328354 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -3328371.000000 Penalty: 11772.235352
	Iteration 45Q: 3 clusters Score -3328371 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -3328384.750000 Penalty: 11772.235352
	Iteration 46Q: 3 clusters Score -3328385 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -3328397.500000 Penalty: 11772.235352
	Iteration 47Q: 3 clusters Score -3328398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -3328400.250000 Penalty: 11772.235352
	Iteration 48Q: 3 clusters Score -3328400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -3328412.500000 Penalty: 11772.235352
	Iteration 49Q: 3 clusters Score -3328412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -3328412.500000 Penalty: 11772.235352
	Iteration 50Q: 3 clusters Score -3328412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -3328416.500000 Penalty: 11772.235352
	Iteration 51Q: 3 clusters Score -3328416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -3328419.500000 Penalty: 11772.235352
	Iteration 52Q: 3 clusters Score -3328420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -3328417.750000 Penalty: 11772.235352
	Iteration 53Q: 3 clusters Score -3328418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -3328421.000000 Penalty: 11772.235352
	Iteration 54Q: 3 clusters Score -3328421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -3328427.500000 Penalty: 11772.235352
	Iteration 55Q: 3 clusters Score -3328428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -3328427.500000 Penalty: 11772.235352
	Iteration 56Q: 3 clusters Score -3328428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -3328427.500000 Penalty: 11772.235352
	Iteration 57Q: 3 clusters Score -3328428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -3328431.000000 Penalty: 11772.235352
	Iteration 58Q: 3 clusters Score -3328431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -3328431.000000 Penalty: 11772.235352
	Iteration 59Q: 3 clusters Score -3328431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -3328429.500000 Penalty: 11772.235352
	Iteration 60F: 3 clusters Score -3328430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -3328439.000000 Penalty: 11772.235352
	Iteration 61Q: 3 clusters Score -3328439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -3328433.500000 Penalty: 11772.235352
	Iteration 62Q: 3 clusters Score -3328434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -3328430.500000 Penalty: 11772.235352
	Iteration 63Q: 3 clusters Score -3328430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -3328431.000000 Penalty: 11772.235352
	Iteration 64Q: 3 clusters Score -3328431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -3328436.500000 Penalty: 11772.235352
	Iteration 65Q: 3 clusters Score -3328436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -3328437.500000 Penalty: 11772.235352
	Iteration 66Q: 3 clusters Score -3328438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -3328446.250000 Penalty: 11772.235352
	Iteration 67Q: 3 clusters Score -3328446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -3328449.500000 Penalty: 11772.235352
	Iteration 68Q: 3 clusters Score -3328450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -3328450.750000 Penalty: 11772.235352
	Iteration 69Q: 3 clusters Score -3328451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -3328453.000000 Penalty: 11772.235352
	Iteration 70Q: 3 clusters Score -3328453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -3328453.500000 Penalty: 11772.235352
	Iteration 71Q: 3 clusters Score -3328454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -3328453.000000 Penalty: 11772.235352
	Iteration 72Q: 3 clusters Score -3328453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -3328452.750000 Penalty: 11772.235352
	Iteration 73Q: 3 clusters Score -3328453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -3328456.250000 Penalty: 11772.235352
	Iteration 74Q: 3 clusters Score -3328456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -3328456.250000 Penalty: 11772.235352
	Iteration 75F: 3 clusters Score -3328456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (71185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71185 members 
Entering Unmasked Estep 
Score: -15899307.000000 Penalty: 6843.485352
	Iteration 0F: 2 clusters Score -1.589931e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35433 members 
Mstep: Class 2 contains 35752 members 
Entering Unmasked Estep 
Score: -15849969.000000 Penalty: 13686.970703
	Iteration 0F: 3 clusters Score -1.584997e+07 nChanged 31960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34339 members 
Mstep: Class 2 contains 36846 members 
Entering Unmasked Estep 
Score: -15867423.000000 Penalty: 13686.970703
	Iteration 1F: 3 clusters Score -1.586742e+07 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33626 members 
Mstep: Class 2 contains 37559 members 
Entering Unmasked Estep 
Score: -15869011.000000 Penalty: 13686.970703
	Iteration 2Q: 3 clusters Score -1.586901e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32632 members 
Mstep: Class 2 contains 38553 members 
Entering Unmasked Estep 
Score: -15870707.000000 Penalty: 13686.970703
	Iteration 3Q: 3 clusters Score -1.587071e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31464 members 
Mstep: Class 2 contains 39721 members 
Entering Unmasked Estep 
Score: -15872485.000000 Penalty: 13686.970703
	Iteration 4F: 3 clusters Score -1.587248e+07 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30065 members 
Mstep: Class 2 contains 41120 members 
Entering Unmasked Estep 
Score: -15874087.000000 Penalty: 13686.970703
	Iteration 5Q: 3 clusters Score -1.587409e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28467 members 
Mstep: Class 2 contains 42718 members 
Entering Unmasked Estep 
Score: -15875509.000000 Penalty: 13686.970703
	Iteration 6Q: 3 clusters Score -1.587551e+07 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26511 members 
Mstep: Class 2 contains 44674 members 
Entering Unmasked Estep 
Score: -15877005.000000 Penalty: 13686.970703
	Iteration 7Q: 3 clusters Score -1.5877e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 46952 members 
Entering Unmasked Estep 
Score: -15878454.000000 Penalty: 13686.970703
	Iteration 8Q: 3 clusters Score -1.587845e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 49535 members 
Entering Unmasked Estep 
Score: -15880175.000000 Penalty: 13686.970703
	Iteration 9Q: 3 clusters Score -1.588018e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 52307 members 
Entering Unmasked Estep 
Score: -15881798.000000 Penalty: 13686.970703
	Iteration 10Q: 3 clusters Score -1.58818e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 55239 members 
Entering Unmasked Estep 
Score: -15883462.000000 Penalty: 13686.970703
	Iteration 11Q: 3 clusters Score -1.588346e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 58167 members 
Entering Unmasked Estep 
Score: -15885329.000000 Penalty: 13686.970703
	Iteration 12Q: 3 clusters Score -1.588533e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 60943 members 
Entering Unmasked Estep 
Score: -15887006.000000 Penalty: 13686.970703
	Iteration 13Q: 3 clusters Score -1.588701e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 63324 members 
Entering Unmasked Estep 
Score: -15888569.000000 Penalty: 13686.970703
	Iteration 14Q: 3 clusters Score -1.588857e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 65239 members 
Entering Unmasked Estep 
Score: -15889836.000000 Penalty: 13686.970703
	Iteration 15Q: 3 clusters Score -1.588984e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 66689 members 
Entering Unmasked Estep 
Score: -15890853.000000 Penalty: 13686.970703
	Iteration 16Q: 3 clusters Score -1.589085e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 67763 members 
Entering Unmasked Estep 
Score: -15891606.000000 Penalty: 13686.970703
	Iteration 17Q: 3 clusters Score -1.589161e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 68524 members 
Entering Unmasked Estep 
Score: -15892099.000000 Penalty: 13686.970703
	Iteration 18Q: 3 clusters Score -1.58921e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 69011 members 
Entering Unmasked Estep 
Score: -15892495.000000 Penalty: 13686.970703
	Iteration 19Q: 3 clusters Score -1.58925e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 69350 members 
Entering Unmasked Estep 
Score: -15892752.000000 Penalty: 13686.970703
	Iteration 20F: 3 clusters Score -1.589275e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 69556 members 
Entering Unmasked Estep 
Score: -15892945.000000 Penalty: 13686.970703
	Iteration 21Q: 3 clusters Score -1.589294e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 69701 members 
Entering Unmasked Estep 
Score: -15893070.000000 Penalty: 13686.970703
	Iteration 22Q: 3 clusters Score -1.589307e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 69806 members 
Entering Unmasked Estep 
Score: -15893111.000000 Penalty: 13686.970703
	Iteration 23Q: 3 clusters Score -1.589311e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 69883 members 
Entering Unmasked Estep 
Score: -15893179.000000 Penalty: 13686.970703
	Iteration 24Q: 3 clusters Score -1.589318e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 69936 members 
Entering Unmasked Estep 
Score: -15893217.000000 Penalty: 13686.970703
	Iteration 25Q: 3 clusters Score -1.589322e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 69979 members 
Entering Unmasked Estep 
Score: -15893262.000000 Penalty: 13686.970703
	Iteration 26Q: 3 clusters Score -1.589326e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 70006 members 
Entering Unmasked Estep 
Score: -15893306.000000 Penalty: 13686.970703
	Iteration 27Q: 3 clusters Score -1.589331e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 70031 members 
Entering Unmasked Estep 
Score: -15893336.000000 Penalty: 13686.970703
	Iteration 28Q: 3 clusters Score -1.589334e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 70055 members 
Entering Unmasked Estep 
Score: -15893360.000000 Penalty: 13686.970703
	Iteration 29Q: 3 clusters Score -1.589336e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 70069 members 
Entering Unmasked Estep 
Score: -15893355.000000 Penalty: 13686.970703
	Iteration 30Q: 3 clusters Score -1.589336e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 70078 members 
Entering Unmasked Estep 
Score: -15893388.000000 Penalty: 13686.970703
	Iteration 31Q: 3 clusters Score -1.589339e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 70087 members 
Entering Unmasked Estep 
Score: -15893400.000000 Penalty: 13686.970703
	Iteration 32Q: 3 clusters Score -1.58934e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 70091 members 
Entering Unmasked Estep 
Score: -15893402.000000 Penalty: 13686.970703
	Iteration 33Q: 3 clusters Score -1.58934e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 70098 members 
Entering Unmasked Estep 
Score: -15893426.000000 Penalty: 13686.970703
	Iteration 34Q: 3 clusters Score -1.589343e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 70108 members 
Entering Unmasked Estep 
Score: -15893426.000000 Penalty: 13686.970703
	Iteration 35Q: 3 clusters Score -1.589343e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 70117 members 
Entering Unmasked Estep 
Score: -15893440.000000 Penalty: 13686.970703
	Iteration 36Q: 3 clusters Score -1.589344e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 70124 members 
Entering Unmasked Estep 
Score: -15893435.000000 Penalty: 13686.970703
	Iteration 37Q: 3 clusters Score -1.589344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 70126 members 
Entering Unmasked Estep 
Score: -15893432.000000 Penalty: 13686.970703
	Iteration 38Q: 3 clusters Score -1.589343e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 70126 members 
Entering Unmasked Estep 
Score: -15893432.000000 Penalty: 13686.970703
	Iteration 39F: 3 clusters Score -1.589343e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (142350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142350 members 
Entering Unmasked Estep 
Score: -31549896.000000 Penalty: 7267.952148
	Iteration 0F: 2 clusters Score -3.15499e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70758 members 
Mstep: Class 2 contains 71592 members 
Entering Unmasked Estep 
Score: -31454002.000000 Penalty: 14535.904297
	Iteration 0F: 3 clusters Score -3.1454e+07 nChanged 65848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67818 members 
Mstep: Class 2 contains 74532 members 
Entering Unmasked Estep 
Score: -31490412.000000 Penalty: 14535.904297
	Iteration 1F: 3 clusters Score -3.149041e+07 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65843 members 
Mstep: Class 2 contains 76507 members 
Entering Unmasked Estep 
Score: -31491878.000000 Penalty: 14535.904297
	Iteration 2Q: 3 clusters Score -3.149188e+07 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62950 members 
Mstep: Class 2 contains 79400 members 
Entering Unmasked Estep 
Score: -31493504.000000 Penalty: 14535.904297
	Iteration 3Q: 3 clusters Score -3.14935e+07 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58720 members 
Mstep: Class 2 contains 83630 members 
Entering Unmasked Estep 
Score: -31495572.000000 Penalty: 14535.904297
	Iteration 4Q: 3 clusters Score -3.149557e+07 nChanged 6500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52808 members 
Mstep: Class 2 contains 89542 members 
Entering Unmasked Estep 
Score: -31498450.000000 Penalty: 14535.904297
	Iteration 5Q: 3 clusters Score -3.149845e+07 nChanged 8284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44700 members 
Mstep: Class 2 contains 97650 members 
Entering Unmasked Estep 
Score: -31503368.000000 Penalty: 14535.904297
	Iteration 6F: 3 clusters Score -3.150337e+07 nChanged 10544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34212 members 
Mstep: Class 2 contains 108138 members 
Entering Unmasked Estep 
Score: -31511464.000000 Penalty: 14535.904297
	Iteration 7F: 3 clusters Score -3.151146e+07 nChanged 11911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 120035 members 
Entering Unmasked Estep 
Score: -31521982.000000 Penalty: 14535.904297
	Iteration 8F: 3 clusters Score -3.152198e+07 nChanged 10788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 130819 members 
Entering Unmasked Estep 
Score: -31532542.000000 Penalty: 14535.904297
	Iteration 9F: 3 clusters Score -3.153254e+07 nChanged 6749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 137566 members 
Entering Unmasked Estep 
Score: -31539072.000000 Penalty: 14535.904297
	Iteration 10Q: 3 clusters Score -3.153907e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 140349 members 
Entering Unmasked Estep 
Score: -31541744.000000 Penalty: 14535.904297
	Iteration 11Q: 3 clusters Score -3.154174e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 141219 members 
Entering Unmasked Estep 
Score: -31542698.000000 Penalty: 14535.904297
	Iteration 12Q: 3 clusters Score -3.15427e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 141529 members 
Entering Unmasked Estep 
Score: -31543104.000000 Penalty: 14535.904297
	Iteration 13Q: 3 clusters Score -3.15431e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 141637 members 
Entering Unmasked Estep 
Score: -31543274.000000 Penalty: 14535.904297
	Iteration 14Q: 3 clusters Score -3.154327e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 141701 members 
Entering Unmasked Estep 
Score: -31543350.000000 Penalty: 14535.904297
	Iteration 15Q: 3 clusters Score -3.154335e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 141721 members 
Entering Unmasked Estep 
Score: -31543438.000000 Penalty: 14535.904297
	Iteration 16Q: 3 clusters Score -3.154344e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 141735 members 
Entering Unmasked Estep 
Score: -31543468.000000 Penalty: 14535.904297
	Iteration 17Q: 3 clusters Score -3.154347e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 141740 members 
Entering Unmasked Estep 
Score: -31543484.000000 Penalty: 14535.904297
	Iteration 18Q: 3 clusters Score -3.154348e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 141748 members 
Entering Unmasked Estep 
Score: -31543464.000000 Penalty: 14535.904297
	Iteration 19Q: 3 clusters Score -3.154346e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 141755 members 
Entering Unmasked Estep 
Score: -31543492.000000 Penalty: 14535.904297
	Iteration 20F: 3 clusters Score -3.154349e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 141758 members 
Entering Unmasked Estep 
Score: -31543460.000000 Penalty: 14535.904297
	Iteration 21Q: 3 clusters Score -3.154346e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 141760 members 
Entering Unmasked Estep 
Score: -31543494.000000 Penalty: 14535.904297
	Iteration 22Q: 3 clusters Score -3.154349e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 141760 members 
Entering Unmasked Estep 
Score: -31543492.000000 Penalty: 14535.904297
	Iteration 23Q: 3 clusters Score -3.154349e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 141761 members 
Entering Unmasked Estep 
Score: -31543508.000000 Penalty: 14535.904297
	Iteration 24Q: 3 clusters Score -3.154351e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 141760 members 
Entering Unmasked Estep 
Score: -31543502.000000 Penalty: 14535.904297
	Iteration 25Q: 3 clusters Score -3.15435e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 141760 members 
Entering Unmasked Estep 
Score: -31543502.000000 Penalty: 14535.904297
	Iteration 26F: 3 clusters Score -3.15435e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (30955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30955 members 
Entering Unmasked Estep 
Score: -6647695.000000 Penalty: 6333.427734
	Iteration 0F: 2 clusters Score -6647695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -6624195.500000 Penalty: 12666.855469
	Iteration 0F: 3 clusters Score -6624196 nChanged 13156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -6631874.000000 Penalty: 12666.855469
	Iteration 1F: 3 clusters Score -6631874 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -6633447.500000 Penalty: 12666.855469
	Iteration 2F: 3 clusters Score -6633448 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -6635138.000000 Penalty: 12666.855469
	Iteration 3F: 3 clusters Score -6635138 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -6637066.500000 Penalty: 12666.855469
	Iteration 4F: 3 clusters Score -6637066 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -6638837.000000 Penalty: 12666.855469
	Iteration 5F: 3 clusters Score -6638837 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -6640136.500000 Penalty: 12666.855469
	Iteration 6F: 3 clusters Score -6640136 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -6641012.500000 Penalty: 12666.855469
	Iteration 7Q: 3 clusters Score -6641012 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -6641593.000000 Penalty: 12666.855469
	Iteration 8Q: 3 clusters Score -6641593 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -6642000.000000 Penalty: 12666.855469
	Iteration 9Q: 3 clusters Score -6642000 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -6642341.500000 Penalty: 12666.855469
	Iteration 10Q: 3 clusters Score -6642342 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -6642638.000000 Penalty: 12666.855469
	Iteration 11Q: 3 clusters Score -6642638 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -6642917.500000 Penalty: 12666.855469
	Iteration 12Q: 3 clusters Score -6642918 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -6643055.500000 Penalty: 12666.855469
	Iteration 13Q: 3 clusters Score -6643056 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -6643140.000000 Penalty: 12666.855469
	Iteration 14Q: 3 clusters Score -6643140 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -6643255.500000 Penalty: 12666.855469
	Iteration 15Q: 3 clusters Score -6643256 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -6643337.000000 Penalty: 12666.855469
	Iteration 16Q: 3 clusters Score -6643337 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -6643445.000000 Penalty: 12666.855469
	Iteration 17Q: 3 clusters Score -6643445 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -6643503.500000 Penalty: 12666.855469
	Iteration 18Q: 3 clusters Score -6643504 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -6643551.000000 Penalty: 12666.855469
	Iteration 19Q: 3 clusters Score -6643551 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -6643604.500000 Penalty: 12666.855469
	Iteration 20F: 3 clusters Score -6643604 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -6643640.000000 Penalty: 12666.855469
	Iteration 21Q: 3 clusters Score -6643640 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -6643678.000000 Penalty: 12666.855469
	Iteration 22Q: 3 clusters Score -6643678 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -6643717.000000 Penalty: 12666.855469
	Iteration 23Q: 3 clusters Score -6643717 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -6643708.000000 Penalty: 12666.855469
	Iteration 24Q: 3 clusters Score -6643708 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -6643780.000000 Penalty: 12666.855469
	Iteration 25Q: 3 clusters Score -6643780 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -6643803.000000 Penalty: 12666.855469
	Iteration 26Q: 3 clusters Score -6643803 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -6643821.000000 Penalty: 12666.855469
	Iteration 27Q: 3 clusters Score -6643821 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -6643860.000000 Penalty: 12666.855469
	Iteration 28Q: 3 clusters Score -6643860 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -6643876.500000 Penalty: 12666.855469
	Iteration 29Q: 3 clusters Score -6643876 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -6643920.000000 Penalty: 12666.855469
	Iteration 30Q: 3 clusters Score -6643920 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -6643948.500000 Penalty: 12666.855469
	Iteration 31Q: 3 clusters Score -6643948 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6644008 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6644025 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6644052 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6644091 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6644106 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6644152 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6644160 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6644197 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6644254 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6644316 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6644336 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6644374 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6644424 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6644463 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6644484 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6644516 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6644546 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24815 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6644555 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6644558 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6644576 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6644578 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6644592 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6644600 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6644605 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6644598 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6644618 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6644628 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6644641 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6644643 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6644651 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6644664 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6644655 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6644666 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25317 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6644665 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25330 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6644680 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25339 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6644674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6644682 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6644679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25357 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6644684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25362 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6644680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6644692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6644690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6644698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6644696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6644690 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6644692 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6644698 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6644689 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6644698 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25405 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6644697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6644702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6644700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25412 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6644697 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6644694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6644694 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25422 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6644694 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25429 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6644692 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6644696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6644692 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6644684 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6644683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25452 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6644680 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6644686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6644690 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6644690 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25461 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6644694 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6644692 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25461 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6644693 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25462 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6644696 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6644698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6644700 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25463 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6644698 nChanged 0
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	Iteration 104F: 3 clusters Score -6644698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (44434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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	Iteration 0F: 2 clusters Score -1.00223e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 22257 members 
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Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 22551 members 
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	Iteration 1F: 3 clusters Score -1.000056e+07 nChanged 2293
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21680 members 
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	Iteration 2F: 3 clusters Score -1.000131e+07 nChanged 1801
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 23019 members 
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	Iteration 3Q: 3 clusters Score -1.000184e+07 nChanged 1483
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -1.000223e+07 nChanged 1311
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -1.000262e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -1.000303e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -1.000332e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -1.000367e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -1.000419e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1.000496e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 29658 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1.000592e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 31614 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1.00072e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 33873 members 
Entering Unmasked Estep 
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	Iteration 13F: 3 clusters Score -1.000882e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 36303 members 
Entering Unmasked Estep 
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	Iteration 14F: 3 clusters Score -1.001083e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 38516 members 
Entering Unmasked Estep 
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	Iteration 15F: 3 clusters Score -1.001274e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 40300 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1.001437e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 41483 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1.001547e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 42172 members 
Entering Unmasked Estep 
Score: -10016050.000000 Penalty: 13109.656250
	Iteration 18Q: 3 clusters Score -1.001605e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 42575 members 
Entering Unmasked Estep 
Score: -10016378.000000 Penalty: 13109.656250
	Iteration 19Q: 3 clusters Score -1.001638e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 42808 members 
Entering Unmasked Estep 
Score: -10016621.000000 Penalty: 13109.656250
	Iteration 20F: 3 clusters Score -1.001662e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 42955 members 
Entering Unmasked Estep 
Score: -10016778.000000 Penalty: 13109.656250
	Iteration 21Q: 3 clusters Score -1.001678e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 43027 members 
Entering Unmasked Estep 
Score: -10016838.000000 Penalty: 13109.656250
	Iteration 22Q: 3 clusters Score -1.001684e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 43078 members 
Entering Unmasked Estep 
Score: -10016886.000000 Penalty: 13109.656250
	Iteration 23Q: 3 clusters Score -1.001689e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 43120 members 
Entering Unmasked Estep 
Score: -10016932.000000 Penalty: 13109.656250
	Iteration 24Q: 3 clusters Score -1.001693e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 43152 members 
Entering Unmasked Estep 
Score: -10016936.000000 Penalty: 13109.656250
	Iteration 25Q: 3 clusters Score -1.001694e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 43163 members 
Entering Unmasked Estep 
Score: -10016964.000000 Penalty: 13109.656250
	Iteration 26Q: 3 clusters Score -1.001696e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 43172 members 
Entering Unmasked Estep 
Score: -10016963.000000 Penalty: 13109.656250
	Iteration 27Q: 3 clusters Score -1.001696e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 43182 members 
Entering Unmasked Estep 
Score: -10016982.000000 Penalty: 13109.656250
	Iteration 28Q: 3 clusters Score -1.001698e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 43188 members 
Entering Unmasked Estep 
Score: -10016978.000000 Penalty: 13109.656250
	Iteration 29Q: 3 clusters Score -1.001698e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 43190 members 
Entering Unmasked Estep 
Score: -10016987.000000 Penalty: 13109.656250
	Iteration 30Q: 3 clusters Score -1.001699e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 43191 members 
Entering Unmasked Estep 
Score: -10016986.000000 Penalty: 13109.656250
	Iteration 31Q: 3 clusters Score -1.001699e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 43192 members 
Entering Unmasked Estep 
Score: -10016986.000000 Penalty: 13109.656250
	Iteration 32Q: 3 clusters Score -1.001699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 43194 members 
Entering Unmasked Estep 
Score: -10016983.000000 Penalty: 13109.656250
	Iteration 33Q: 3 clusters Score -1.001698e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 43198 members 
Entering Unmasked Estep 
Score: -10016986.000000 Penalty: 13109.656250
	Iteration 34Q: 3 clusters Score -1.001699e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 43201 members 
Entering Unmasked Estep 
Score: -10016988.000000 Penalty: 13109.656250
	Iteration 35Q: 3 clusters Score -1.001699e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 43206 members 
Entering Unmasked Estep 
Score: -10016977.000000 Penalty: 13109.656250
	Iteration 36Q: 3 clusters Score -1.001698e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 43213 members 
Entering Unmasked Estep 
Score: -10016990.000000 Penalty: 13109.656250
	Iteration 37Q: 3 clusters Score -1.001699e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 43217 members 
Entering Unmasked Estep 
Score: -10016996.000000 Penalty: 13109.656250
	Iteration 38Q: 3 clusters Score -1.0017e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 43220 members 
Entering Unmasked Estep 
Score: -10017009.000000 Penalty: 13109.656250
	Iteration 39Q: 3 clusters Score -1.001701e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 43219 members 
Entering Unmasked Estep 
Score: -10017009.000000 Penalty: 13109.656250
	Iteration 40F: 3 clusters Score -1.001701e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (35977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35977 members 
Entering Unmasked Estep 
Score: -8149154.000000 Penalty: 6425.513672
	Iteration 0F: 2 clusters Score -8149154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -8122596.000000 Penalty: 12851.027344
	Iteration 0F: 3 clusters Score -8122596 nChanged 15294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -8130651.000000 Penalty: 12851.027344
	Iteration 1F: 3 clusters Score -8130651 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -8131419.000000 Penalty: 12851.027344
	Iteration 2F: 3 clusters Score -8131419 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -8131933.500000 Penalty: 12851.027344
	Iteration 3Q: 3 clusters Score -8131934 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -8132335.500000 Penalty: 12851.027344
	Iteration 4Q: 3 clusters Score -8132336 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -8132697.500000 Penalty: 12851.027344
	Iteration 5Q: 3 clusters Score -8132698 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -8133001.500000 Penalty: 12851.027344
	Iteration 6Q: 3 clusters Score -8133002 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -8133273.000000 Penalty: 12851.027344
	Iteration 7Q: 3 clusters Score -8133273 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -8133582.000000 Penalty: 12851.027344
	Iteration 8Q: 3 clusters Score -8133582 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -8133986.000000 Penalty: 12851.027344
	Iteration 9Q: 3 clusters Score -8133986 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -8134475.500000 Penalty: 12851.027344
	Iteration 10Q: 3 clusters Score -8134476 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -8135077.000000 Penalty: 12851.027344
	Iteration 11Q: 3 clusters Score -8135077 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -8135811.500000 Penalty: 12851.027344
	Iteration 12Q: 3 clusters Score -8135812 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -8136798.500000 Penalty: 12851.027344
	Iteration 13Q: 3 clusters Score -8136798 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -8138176.000000 Penalty: 12851.027344
	Iteration 14F: 3 clusters Score -8138176 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -8139769.500000 Penalty: 12851.027344
	Iteration 15F: 3 clusters Score -8139770 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 29720 members 
Entering Unmasked Estep 
Score: -8141257.000000 Penalty: 12851.027344
	Iteration 16F: 3 clusters Score -8141257 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 30964 members 
Entering Unmasked Estep 
Score: -8142453.000000 Penalty: 12851.027344
	Iteration 17Q: 3 clusters Score -8142453 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 31850 members 
Entering Unmasked Estep 
Score: -8143193.000000 Penalty: 12851.027344
	Iteration 18Q: 3 clusters Score -8143193 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 32460 members 
Entering Unmasked Estep 
Score: -8143665.500000 Penalty: 12851.027344
	Iteration 19Q: 3 clusters Score -8143666 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 32880 members 
Entering Unmasked Estep 
Score: -8143960.000000 Penalty: 12851.027344
	Iteration 20F: 3 clusters Score -8143960 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 33193 members 
Entering Unmasked Estep 
Score: -8144141.000000 Penalty: 12851.027344
	Iteration 21Q: 3 clusters Score -8144141 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 33406 members 
Entering Unmasked Estep 
Score: -8144308.000000 Penalty: 12851.027344
	Iteration 22Q: 3 clusters Score -8144308 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 33576 members 
Entering Unmasked Estep 
Score: -8144368.500000 Penalty: 12851.027344
	Iteration 23Q: 3 clusters Score -8144368 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 33696 members 
Entering Unmasked Estep 
Score: -8144456.000000 Penalty: 12851.027344
	Iteration 24Q: 3 clusters Score -8144456 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 33783 members 
Entering Unmasked Estep 
Score: -8144494.500000 Penalty: 12851.027344
	Iteration 25Q: 3 clusters Score -8144494 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 33845 members 
Entering Unmasked Estep 
Score: -8144534.000000 Penalty: 12851.027344
	Iteration 26Q: 3 clusters Score -8144534 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -8144562.000000 Penalty: 12851.027344
	Iteration 27Q: 3 clusters Score -8144562 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 33933 members 
Entering Unmasked Estep 
Score: -8144590.500000 Penalty: 12851.027344
	Iteration 28Q: 3 clusters Score -8144590 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 33959 members 
Entering Unmasked Estep 
Score: -8144601.500000 Penalty: 12851.027344
	Iteration 29Q: 3 clusters Score -8144602 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 33995 members 
Entering Unmasked Estep 
Score: -8144619.000000 Penalty: 12851.027344
	Iteration 30Q: 3 clusters Score -8144619 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 34016 members 
Entering Unmasked Estep 
Score: -8144636.000000 Penalty: 12851.027344
	Iteration 31Q: 3 clusters Score -8144636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 34034 members 
Entering Unmasked Estep 
Score: -8144651.500000 Penalty: 12851.027344
	Iteration 32Q: 3 clusters Score -8144652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 34045 members 
Entering Unmasked Estep 
Score: -8144650.000000 Penalty: 12851.027344
	Iteration 33Q: 3 clusters Score -8144650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 34052 members 
Entering Unmasked Estep 
Score: -8144662.000000 Penalty: 12851.027344
	Iteration 34Q: 3 clusters Score -8144662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 34058 members 
Entering Unmasked Estep 
Score: -8144674.000000 Penalty: 12851.027344
	Iteration 35Q: 3 clusters Score -8144674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 34068 members 
Entering Unmasked Estep 
Score: -8144670.000000 Penalty: 12851.027344
	Iteration 36Q: 3 clusters Score -8144670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 34081 members 
Entering Unmasked Estep 
Score: -8144665.000000 Penalty: 12851.027344
	Iteration 37Q: 3 clusters Score -8144665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 34092 members 
Entering Unmasked Estep 
Score: -8144680.000000 Penalty: 12851.027344
	Iteration 38Q: 3 clusters Score -8144680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 34092 members 
Entering Unmasked Estep 
Score: -8144684.500000 Penalty: 12851.027344
	Iteration 39Q: 3 clusters Score -8144684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 34093 members 
Entering Unmasked Estep 
Score: -8144678.500000 Penalty: 12851.027344
	Iteration 40F: 3 clusters Score -8144678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Entering Unmasked Estep 
Score: -192664.781250 Penalty: 4212.343750
	Iteration 0F: 2 clusters Score -192664.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -188754.921875 Penalty: 8424.687500
	Iteration 0F: 3 clusters Score -188754.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -189270.703125 Penalty: 8424.687500
	Iteration 1F: 3 clusters Score -189270.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -189457.953125 Penalty: 8424.687500
	Iteration 2F: 3 clusters Score -189458 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -189560.234375 Penalty: 8424.687500
	Iteration 3Q: 3 clusters Score -189560.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -189621.437500 Penalty: 8424.687500
	Iteration 4Q: 3 clusters Score -189621.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -189666.609375 Penalty: 8424.687500
	Iteration 5Q: 3 clusters Score -189666.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -189725.281250 Penalty: 8424.687500
	Iteration 6Q: 3 clusters Score -189725.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -189799.171875 Penalty: 8424.687500
	Iteration 7Q: 3 clusters Score -189799.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -189865.718750 Penalty: 8424.687500
	Iteration 8Q: 3 clusters Score -189865.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -189956.687500 Penalty: 8424.687500
	Iteration 9Q: 3 clusters Score -189956.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -190050.515625 Penalty: 8424.687500
	Iteration 10Q: 3 clusters Score -190050.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -190077.031250 Penalty: 8424.687500
	Iteration 11Q: 3 clusters Score -190077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -190090.937500 Penalty: 8424.687500
	Iteration 12Q: 3 clusters Score -190090.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -190113.109375 Penalty: 8424.687500
	Iteration 13Q: 3 clusters Score -190113.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -190120.453125 Penalty: 8424.687500
	Iteration 14Q: 3 clusters Score -190120.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -190120.453125 Penalty: 8424.687500
	Iteration 15F: 3 clusters Score -190120.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Entering Unmasked Estep 
Score: -1741651.875000 Penalty: 5488.758301
	Iteration 0F: 2 clusters Score -1741652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1732918.250000 Penalty: 10977.516602
	Iteration 0F: 3 clusters Score -1732918 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1734582.125000 Penalty: 10977.516602
	Iteration 1F: 3 clusters Score -1734582 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1734961.375000 Penalty: 10977.516602
	Iteration 2F: 3 clusters Score -1734961 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1735147.750000 Penalty: 10977.516602
	Iteration 3Q: 3 clusters Score -1735148 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1735274.875000 Penalty: 10977.516602
	Iteration 4Q: 3 clusters Score -1735275 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1735356.375000 Penalty: 10977.516602
	Iteration 5Q: 3 clusters Score -1735356 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1735411.625000 Penalty: 10977.516602
	Iteration 6Q: 3 clusters Score -1735412 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1735449.375000 Penalty: 10977.516602
	Iteration 7Q: 3 clusters Score -1735449 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1735478.000000 Penalty: 10977.516602
	Iteration 8Q: 3 clusters Score -1735478 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1735501.000000 Penalty: 10977.516602
	Iteration 9Q: 3 clusters Score -1735501 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1735518.000000 Penalty: 10977.516602
	Iteration 10Q: 3 clusters Score -1735518 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1735539.250000 Penalty: 10977.516602
	Iteration 11Q: 3 clusters Score -1735539 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1735549.250000 Penalty: 10977.516602
	Iteration 12Q: 3 clusters Score -1735549 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1735561.500000 Penalty: 10977.516602
	Iteration 13Q: 3 clusters Score -1735562 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1735577.750000 Penalty: 10977.516602
	Iteration 14Q: 3 clusters Score -1735578 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1735585.000000 Penalty: 10977.516602
	Iteration 15Q: 3 clusters Score -1735585 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1735595.250000 Penalty: 10977.516602
	Iteration 16Q: 3 clusters Score -1735595 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1735605.500000 Penalty: 10977.516602
	Iteration 17Q: 3 clusters Score -1735606 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1735613.250000 Penalty: 10977.516602
	Iteration 18Q: 3 clusters Score -1735613 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1735614.750000 Penalty: 10977.516602
	Iteration 19Q: 3 clusters Score -1735615 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1735626.000000 Penalty: 10977.516602
	Iteration 20F: 3 clusters Score -1735626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1735627.875000 Penalty: 10977.516602
	Iteration 21Q: 3 clusters Score -1735628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1735637.875000 Penalty: 10977.516602
	Iteration 22Q: 3 clusters Score -1735638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1735635.125000 Penalty: 10977.516602
	Iteration 23Q: 3 clusters Score -1735635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1735640.375000 Penalty: 10977.516602
	Iteration 24Q: 3 clusters Score -1735640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1735635.375000 Penalty: 10977.516602
	Iteration 25Q: 3 clusters Score -1735635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1735637.500000 Penalty: 10977.516602
	Iteration 26Q: 3 clusters Score -1735638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1735638.000000 Penalty: 10977.516602
	Iteration 27Q: 3 clusters Score -1735638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1735639.750000 Penalty: 10977.516602
	Iteration 28Q: 3 clusters Score -1735640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1735642.000000 Penalty: 10977.516602
	Iteration 29Q: 3 clusters Score -1735642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1735641.125000 Penalty: 10977.516602
	Iteration 30Q: 3 clusters Score -1735641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1735642.500000 Penalty: 10977.516602
	Iteration 31Q: 3 clusters Score -1735642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1735648.875000 Penalty: 10977.516602
	Iteration 32Q: 3 clusters Score -1735649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1735649.750000 Penalty: 10977.516602
	Iteration 33Q: 3 clusters Score -1735650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1735653.500000 Penalty: 10977.516602
	Iteration 34Q: 3 clusters Score -1735654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1735654.625000 Penalty: 10977.516602
	Iteration 35Q: 3 clusters Score -1735655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1735653.625000 Penalty: 10977.516602
	Iteration 36Q: 3 clusters Score -1735654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1735653.625000 Penalty: 10977.516602
	Iteration 37F: 3 clusters Score -1735654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (27712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27712 members 
Entering Unmasked Estep 
Score: -6075842.000000 Penalty: 6265.642578
	Iteration 0F: 2 clusters Score -6075842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -6054584.000000 Penalty: 12531.285156
	Iteration 0F: 3 clusters Score -6054584 nChanged 11560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -6060540.500000 Penalty: 12531.285156
	Iteration 1F: 3 clusters Score -6060540 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -6061257.500000 Penalty: 12531.285156
	Iteration 2F: 3 clusters Score -6061258 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -6061842.500000 Penalty: 12531.285156
	Iteration 3Q: 3 clusters Score -6061842 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -6062311.500000 Penalty: 12531.285156
	Iteration 4Q: 3 clusters Score -6062312 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -6062733.000000 Penalty: 12531.285156
	Iteration 5Q: 3 clusters Score -6062733 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -6063094.500000 Penalty: 12531.285156
	Iteration 6Q: 3 clusters Score -6063094 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -6063507.500000 Penalty: 12531.285156
	Iteration 7Q: 3 clusters Score -6063508 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -6063888.000000 Penalty: 12531.285156
	Iteration 8Q: 3 clusters Score -6063888 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -6064163.500000 Penalty: 12531.285156
	Iteration 9Q: 3 clusters Score -6064164 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -6064427.000000 Penalty: 12531.285156
	Iteration 10Q: 3 clusters Score -6064427 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -6064650.000000 Penalty: 12531.285156
	Iteration 11Q: 3 clusters Score -6064650 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -6064868.500000 Penalty: 12531.285156
	Iteration 12Q: 3 clusters Score -6064868 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -6065047.000000 Penalty: 12531.285156
	Iteration 13Q: 3 clusters Score -6065047 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -6065193.500000 Penalty: 12531.285156
	Iteration 14Q: 3 clusters Score -6065194 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -6065350.000000 Penalty: 12531.285156
	Iteration 15Q: 3 clusters Score -6065350 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -6065460.500000 Penalty: 12531.285156
	Iteration 16Q: 3 clusters Score -6065460 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -6065570.500000 Penalty: 12531.285156
	Iteration 17Q: 3 clusters Score -6065570 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -6065684.000000 Penalty: 12531.285156
	Iteration 18Q: 3 clusters Score -6065684 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -6065770.500000 Penalty: 12531.285156
	Iteration 19Q: 3 clusters Score -6065770 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -6065855.500000 Penalty: 12531.285156
	Iteration 20F: 3 clusters Score -6065856 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -6065938.500000 Penalty: 12531.285156
	Iteration 21Q: 3 clusters Score -6065938 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -6066022.500000 Penalty: 12531.285156
	Iteration 22Q: 3 clusters Score -6066022 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -6066079.500000 Penalty: 12531.285156
	Iteration 23Q: 3 clusters Score -6066080 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -6066150.000000 Penalty: 12531.285156
	Iteration 24Q: 3 clusters Score -6066150 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -6066281.000000 Penalty: 12531.285156
	Iteration 25Q: 3 clusters Score -6066281 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -6066374.500000 Penalty: 12531.285156
	Iteration 26Q: 3 clusters Score -6066374 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -6066462.000000 Penalty: 12531.285156
	Iteration 27Q: 3 clusters Score -6066462 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -6066611.000000 Penalty: 12531.285156
	Iteration 28Q: 3 clusters Score -6066611 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -6066736.500000 Penalty: 12531.285156
	Iteration 29Q: 3 clusters Score -6066736 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -6066831.500000 Penalty: 12531.285156
	Iteration 30Q: 3 clusters Score -6066832 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -6066962.000000 Penalty: 12531.285156
	Iteration 31Q: 3 clusters Score -6066962 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -6067109.500000 Penalty: 12531.285156
	Iteration 32Q: 3 clusters Score -6067110 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -6067226.500000 Penalty: 12531.285156
	Iteration 33Q: 3 clusters Score -6067226 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -6067392.000000 Penalty: 12531.285156
	Iteration 34Q: 3 clusters Score -6067392 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -6067566.500000 Penalty: 12531.285156
	Iteration 35Q: 3 clusters Score -6067566 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -6067756.500000 Penalty: 12531.285156
	Iteration 36Q: 3 clusters Score -6067756 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -6067893.000000 Penalty: 12531.285156
	Iteration 37Q: 3 clusters Score -6067893 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -6068030.000000 Penalty: 12531.285156
	Iteration 38Q: 3 clusters Score -6068030 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -6068180.000000 Penalty: 12531.285156
	Iteration 39Q: 3 clusters Score -6068180 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -6068349.000000 Penalty: 12531.285156
	Iteration 40F: 3 clusters Score -6068349 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -6068510.000000 Penalty: 12531.285156
	Iteration 41Q: 3 clusters Score -6068510 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -6068690.500000 Penalty: 12531.285156
	Iteration 42Q: 3 clusters Score -6068690 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22816 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -6068831.000000 Penalty: 12531.285156
	Iteration 43Q: 3 clusters Score -6068831 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -6069003.000000 Penalty: 12531.285156
	Iteration 44Q: 3 clusters Score -6069003 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -6069147.000000 Penalty: 12531.285156
	Iteration 45Q: 3 clusters Score -6069147 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -6069310.500000 Penalty: 12531.285156
	Iteration 46Q: 3 clusters Score -6069310 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -6069455.000000 Penalty: 12531.285156
	Iteration 47Q: 3 clusters Score -6069455 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -6069582.500000 Penalty: 12531.285156
	Iteration 48Q: 3 clusters Score -6069582 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -6069658.500000 Penalty: 12531.285156
	Iteration 49Q: 3 clusters Score -6069658 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -6069745.000000 Penalty: 12531.285156
	Iteration 50Q: 3 clusters Score -6069745 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -6069832.500000 Penalty: 12531.285156
	Iteration 51Q: 3 clusters Score -6069832 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -6069908.000000 Penalty: 12531.285156
	Iteration 52Q: 3 clusters Score -6069908 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -6069949.000000 Penalty: 12531.285156
	Iteration 53Q: 3 clusters Score -6069949 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -6069998.500000 Penalty: 12531.285156
	Iteration 54Q: 3 clusters Score -6069998 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -6070061.500000 Penalty: 12531.285156
	Iteration 55Q: 3 clusters Score -6070062 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -6070100.500000 Penalty: 12531.285156
	Iteration 56Q: 3 clusters Score -6070100 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -6070131.500000 Penalty: 12531.285156
	Iteration 57Q: 3 clusters Score -6070132 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -6070142.500000 Penalty: 12531.285156
	Iteration 58Q: 3 clusters Score -6070142 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -6070172.500000 Penalty: 12531.285156
	Iteration 59Q: 3 clusters Score -6070172 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -6070191.000000 Penalty: 12531.285156
	Iteration 60F: 3 clusters Score -6070191 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -6070215.000000 Penalty: 12531.285156
	Iteration 61Q: 3 clusters Score -6070215 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -6070243.500000 Penalty: 12531.285156
	Iteration 62Q: 3 clusters Score -6070244 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -6070281.500000 Penalty: 12531.285156
	Iteration 63Q: 3 clusters Score -6070282 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -6070296.500000 Penalty: 12531.285156
	Iteration 64Q: 3 clusters Score -6070296 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -6070305.500000 Penalty: 12531.285156
	Iteration 65Q: 3 clusters Score -6070306 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -6070318.500000 Penalty: 12531.285156
	Iteration 66Q: 3 clusters Score -6070318 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -6070341.000000 Penalty: 12531.285156
	Iteration 67Q: 3 clusters Score -6070341 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -6070360.500000 Penalty: 12531.285156
	Iteration 68Q: 3 clusters Score -6070360 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25771 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -6070373.500000 Penalty: 12531.285156
	Iteration 69Q: 3 clusters Score -6070374 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -6070370.500000 Penalty: 12531.285156
	Iteration 70Q: 3 clusters Score -6070370 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -6070384.500000 Penalty: 12531.285156
	Iteration 71Q: 3 clusters Score -6070384 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -6070396.000000 Penalty: 12531.285156
	Iteration 72Q: 3 clusters Score -6070396 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -6070423.500000 Penalty: 12531.285156
	Iteration 73Q: 3 clusters Score -6070424 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -6070434.500000 Penalty: 12531.285156
	Iteration 74Q: 3 clusters Score -6070434 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -6070439.500000 Penalty: 12531.285156
	Iteration 75Q: 3 clusters Score -6070440 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -6070443.500000 Penalty: 12531.285156
	Iteration 76Q: 3 clusters Score -6070444 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25900 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -6070457.500000 Penalty: 12531.285156
	Iteration 77Q: 3 clusters Score -6070458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -6070461.500000 Penalty: 12531.285156
	Iteration 78Q: 3 clusters Score -6070462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -6070478.500000 Penalty: 12531.285156
	Iteration 79Q: 3 clusters Score -6070478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25936 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -6070477.000000 Penalty: 12531.285156
	Iteration 80F: 3 clusters Score -6070477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -6070475.000000 Penalty: 12531.285156
	Iteration 81Q: 3 clusters Score -6070475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25947 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -6070482.500000 Penalty: 12531.285156
	Iteration 82Q: 3 clusters Score -6070482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -6070480.000000 Penalty: 12531.285156
	Iteration 83Q: 3 clusters Score -6070480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -6070480.000000 Penalty: 12531.285156
	Iteration 84Q: 3 clusters Score -6070480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -6070480.000000 Penalty: 12531.285156
	Iteration 85F: 3 clusters Score -6070480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Entering Unmasked Estep 
Score: -1275095.750000 Penalty: 5325.280273
	Iteration 0F: 2 clusters Score -1275096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1267471.750000 Penalty: 10650.560547
	Iteration 0F: 3 clusters Score -1267472 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1268947.250000 Penalty: 10650.560547
	Iteration 1F: 3 clusters Score -1268947 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1269455.500000 Penalty: 10650.560547
	Iteration 2F: 3 clusters Score -1269456 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1269841.500000 Penalty: 10650.560547
	Iteration 3F: 3 clusters Score -1269842 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1270198.000000 Penalty: 10650.560547
	Iteration 4Q: 3 clusters Score -1270198 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1270535.375000 Penalty: 10650.560547
	Iteration 5Q: 3 clusters Score -1270535 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1270862.500000 Penalty: 10650.560547
	Iteration 6Q: 3 clusters Score -1270862 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1271248.875000 Penalty: 10650.560547
	Iteration 7Q: 3 clusters Score -1271249 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1271557.875000 Penalty: 10650.560547
	Iteration 8Q: 3 clusters Score -1271558 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1271792.125000 Penalty: 10650.560547
	Iteration 9Q: 3 clusters Score -1271792 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1271981.000000 Penalty: 10650.560547
	Iteration 10Q: 3 clusters Score -1271981 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1272109.625000 Penalty: 10650.560547
	Iteration 11Q: 3 clusters Score -1272110 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1272193.000000 Penalty: 10650.560547
	Iteration 12Q: 3 clusters Score -1272193 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1272239.250000 Penalty: 10650.560547
	Iteration 13Q: 3 clusters Score -1272239 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1272267.000000 Penalty: 10650.560547
	Iteration 14Q: 3 clusters Score -1272267 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1272289.750000 Penalty: 10650.560547
	Iteration 15Q: 3 clusters Score -1272290 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1272308.125000 Penalty: 10650.560547
	Iteration 16Q: 3 clusters Score -1272308 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1272327.250000 Penalty: 10650.560547
	Iteration 17Q: 3 clusters Score -1272327 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1272340.125000 Penalty: 10650.560547
	Iteration 18Q: 3 clusters Score -1272340 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1272351.750000 Penalty: 10650.560547
	Iteration 19Q: 3 clusters Score -1272352 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1272360.625000 Penalty: 10650.560547
	Iteration 20F: 3 clusters Score -1272361 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1272377.000000 Penalty: 10650.560547
	Iteration 21Q: 3 clusters Score -1272377 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1272388.625000 Penalty: 10650.560547
	Iteration 22Q: 3 clusters Score -1272389 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1272394.500000 Penalty: 10650.560547
	Iteration 23Q: 3 clusters Score -1272394 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1272409.625000 Penalty: 10650.560547
	Iteration 24Q: 3 clusters Score -1272410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1272414.875000 Penalty: 10650.560547
	Iteration 25Q: 3 clusters Score -1272415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1272421.500000 Penalty: 10650.560547
	Iteration 26Q: 3 clusters Score -1272422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1272423.500000 Penalty: 10650.560547
	Iteration 27Q: 3 clusters Score -1272424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1272424.000000 Penalty: 10650.560547
	Iteration 28Q: 3 clusters Score -1272424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1272424.000000 Penalty: 10650.560547
	Iteration 29F: 3 clusters Score -1272424 nChanged 0
--- Evaluating fit on full set of 2152811 points ---
Entering Unmasked Estep 
Score: -474214272.000000 Penalty: 241154.531250
23->28 Clusters: Score -474214272.000000, best is -474567808.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 717603 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31294 members 
Mstep: Class 2 contains 31398 members 
Mstep: Class 3 contains 31042 members 
Mstep: Class 4 contains 31142 members 
Mstep: Class 5 contains 30770 members 
Mstep: Class 6 contains 31448 members 
Mstep: Class 7 contains 30940 members 
Mstep: Class 8 contains 31131 members 
Mstep: Class 9 contains 31335 members 
Mstep: Class 10 contains 31219 members 
Mstep: Class 11 contains 30934 members 
Mstep: Class 12 contains 31021 members 
Mstep: Class 13 contains 31542 members 
Mstep: Class 14 contains 31108 members 
Mstep: Class 15 contains 31438 members 
Mstep: Class 16 contains 31058 members 
Mstep: Class 17 contains 31066 members 
Mstep: Class 18 contains 31272 members 
Mstep: Class 19 contains 31216 members 
Mstep: Class 20 contains 31243 members 
Mstep: Class 21 contains 31269 members 
Mstep: Class 22 contains 31297 members 
Mstep: Class 23 contains 31420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 757.211121 but Gain 8258.750000
Score: -150483200.000000 Penalty: 181692.484375
Iteration 0F: 23 clusters Score -1.504832e+08 nChanged 680659
Entering Unmasked Mstep 
Mstep: Class 0 contains 2218 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 47555 members 
Mstep: Class 4 contains 36225 members 
Mstep: Class 5 contains 35148 members 
Mstep: Class 6 contains 49326 members 
Mstep: Class 7 contains 44134 members 
Mstep: Class 8 contains 75157 members 
Mstep: Class 9 contains 25222 members 
Mstep: Class 10 contains 34499 members 
Mstep: Class 11 contains 20277 members 
Mstep: Class 12 contains 11213 members 
Mstep: Class 13 contains 13393 members 
Mstep: Class 14 contains 31316 members 
Mstep: Class 15 contains 12058 members 
Mstep: Class 16 contains 23773 members 
Mstep: Class 17 contains 39214 members 
Mstep: Class 18 contains 25685 members 
Mstep: Class 19 contains 35027 members 
Mstep: Class 20 contains 25459 members 
Mstep: Class 21 contains 32476 members 
Mstep: Class 22 contains 28985 members 
Mstep: Class 23 contains 44676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154475888.000000 Penalty: 181692.484375
Iteration 1F: 23 clusters Score -1.544759e+08 nChanged 322447
Entering Unmasked Mstep 
Mstep: Class 0 contains 1865 members 
Mstep: Class 1 contains 26493 members 
Mstep: Class 2 contains 47566 members 
Mstep: Class 4 contains 35395 members 
Mstep: Class 5 contains 14674 members 
Mstep: Class 6 contains 41747 members 
Mstep: Class 7 contains 75442 members 
Mstep: Class 8 contains 98874 members 
Mstep: Class 9 contains 29753 members 
Mstep: Class 10 contains 25432 members 
Mstep: Class 11 contains 6656 members 
Mstep: Class 12 contains 7355 members 
Mstep: Class 13 contains 3235 members 
Mstep: Class 14 contains 34186 members 
Mstep: Class 15 contains 7105 members 
Mstep: Class 16 contains 39089 members 
Mstep: Class 17 contains 30864 members 
Mstep: Class 18 contains 21811 members 
Mstep: Class 19 contains 29936 members 
Mstep: Class 20 contains 15483 members 
Mstep: Class 21 contains 22713 members 
Mstep: Class 22 contains 42922 members 
Mstep: Class 23 contains 59007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155721200.000000 Penalty: 181692.484375
Iteration 2F: 23 clusters Score -1.557212e+08 nChanged 237795
Entering Unmasked Mstep 
Mstep: Class 0 contains 228 members 
Mstep: Class 1 contains 41393 members 
Mstep: Class 2 contains 37211 members 
Mstep: Class 4 contains 26093 members 
Mstep: Class 5 contains 9571 members 
Mstep: Class 6 contains 38700 members 
Mstep: Class 7 contains 95171 members 
Mstep: Class 8 contains 94664 members 
Mstep: Class 9 contains 27161 members 
Mstep: Class 10 contains 22014 members 
Mstep: Class 11 contains 4058 members 
Mstep: Class 12 contains 5034 members 
Mstep: Class 13 contains 3390 members 
Mstep: Class 14 contains 26984 members 
Mstep: Class 15 contains 6655 members 
Mstep: Class 16 contains 62335 members 
Mstep: Class 17 contains 25091 members 
Mstep: Class 18 contains 17024 members 
Mstep: Class 19 contains 29954 members 
Mstep: Class 20 contains 9975 members 
Mstep: Class 21 contains 13995 members 
Mstep: Class 22 contains 54303 members 
Mstep: Class 23 contains 66599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156235984.000000 Penalty: 181692.484375
Iteration 3F: 23 clusters Score -1.56236e+08 nChanged 166591
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 47486 members 
Mstep: Class 2 contains 30078 members 
Mstep: Class 4 contains 18729 members 
Mstep: Class 5 contains 7187 members 
Mstep: Class 6 contains 34288 members 
Mstep: Class 7 contains 103249 members 
Mstep: Class 8 contains 96003 members 
Mstep: Class 9 contains 25587 members 
Mstep: Class 10 contains 19667 members 
Mstep: Class 11 contains 1686 members 
Mstep: Class 12 contains 4588 members 
Mstep: Class 13 contains 3053 members 
Mstep: Class 14 contains 22813 members 
Mstep: Class 15 contains 6555 members 
Mstep: Class 16 contains 80255 members 
Mstep: Class 17 contains 20395 members 
Mstep: Class 18 contains 13114 members 
Mstep: Class 19 contains 31820 members 
Mstep: Class 20 contains 9387 members 
Mstep: Class 21 contains 10984 members 
Mstep: Class 22 contains 66396 members 
Mstep: Class 23 contains 64183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156479552.000000 Penalty: 181692.484375
Iteration 4F: 23 clusters Score -1.564796e+08 nChanged 123524
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 46731 members 
Mstep: Class 2 contains 23874 members 
Mstep: Class 4 contains 13836 members 
Mstep: Class 5 contains 5930 members 
Mstep: Class 6 contains 28965 members 
Mstep: Class 7 contains 101313 members 
Mstep: Class 8 contains 102333 members 
Mstep: Class 9 contains 25378 members 
Mstep: Class 10 contains 17437 members 
Mstep: Class 11 contains 1334 members 
Mstep: Class 12 contains 4547 members 
Mstep: Class 13 contains 2935 members 
Mstep: Class 14 contains 24870 members 
Mstep: Class 15 contains 6484 members 
Mstep: Class 16 contains 94255 members 
Mstep: Class 17 contains 20181 members 
Mstep: Class 18 contains 9655 members 
Mstep: Class 19 contains 33116 members 
Mstep: Class 20 contains 9562 members 
Mstep: Class 21 contains 10521 members 
Mstep: Class 22 contains 77999 members 
Mstep: Class 23 contains 56256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156651328.000000 Penalty: 181692.484375
Iteration 5F: 23 clusters Score -1.566513e+08 nChanged 101218
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 42619 members 
Mstep: Class 2 contains 18687 members 
Mstep: Class 4 contains 11014 members 
Mstep: Class 5 contains 5513 members 
Mstep: Class 6 contains 24235 members 
Mstep: Class 7 contains 95507 members 
Mstep: Class 8 contains 105669 members 
Mstep: Class 9 contains 26427 members 
Mstep: Class 10 contains 15780 members 
Mstep: Class 11 contains 1303 members 
Mstep: Class 12 contains 4943 members 
Mstep: Class 13 contains 2882 members 
Mstep: Class 14 contains 35542 members 
Mstep: Class 15 contains 6471 members 
Mstep: Class 16 contains 106019 members 
Mstep: Class 17 contains 20725 members 
Mstep: Class 18 contains 7312 members 
Mstep: Class 19 contains 32579 members 
Mstep: Class 20 contains 9674 members 
Mstep: Class 21 contains 10873 members 
Mstep: Class 22 contains 87245 members 
Mstep: Class 23 contains 46500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156800224.000000 Penalty: 181692.484375
Iteration 6F: 23 clusters Score -1.568002e+08 nChanged 82333
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 37354 members 
Mstep: Class 2 contains 15115 members 
Mstep: Class 4 contains 10021 members 
Mstep: Class 5 contains 5560 members 
Mstep: Class 6 contains 20348 members 
Mstep: Class 7 contains 92926 members 
Mstep: Class 8 contains 104800 members 
Mstep: Class 9 contains 27322 members 
Mstep: Class 10 contains 14303 members 
Mstep: Class 11 contains 1296 members 
Mstep: Class 12 contains 5603 members 
Mstep: Class 13 contains 2821 members 
Mstep: Class 14 contains 49967 members 
Mstep: Class 15 contains 6478 members 
Mstep: Class 16 contains 116506 members 
Mstep: Class 17 contains 21396 members 
Mstep: Class 18 contains 6123 members 
Mstep: Class 19 contains 30717 members 
Mstep: Class 20 contains 9436 members 
Mstep: Class 21 contains 11093 members 
Mstep: Class 22 contains 92710 members 
Mstep: Class 23 contains 35631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156893808.000000 Penalty: 181692.484375
Iteration 7F: 23 clusters Score -1.568938e+08 nChanged 60172
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 32784 members 
Mstep: Class 2 contains 12906 members 
Mstep: Class 4 contains 10208 members 
Mstep: Class 5 contains 5738 members 
Mstep: Class 6 contains 17282 members 
Mstep: Class 7 contains 91794 members 
Mstep: Class 8 contains 105298 members 
Mstep: Class 9 contains 28249 members 
Mstep: Class 10 contains 13062 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 6028 members 
Mstep: Class 13 contains 2739 members 
Mstep: Class 14 contains 58810 members 
Mstep: Class 15 contains 6525 members 
Mstep: Class 16 contains 125273 members 
Mstep: Class 17 contains 23277 members 
Mstep: Class 18 contains 5672 members 
Mstep: Class 19 contains 28787 members 
Mstep: Class 20 contains 8880 members 
Mstep: Class 21 contains 11273 members 
Mstep: Class 22 contains 95062 members 
Mstep: Class 23 contains 26588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156940176.000000 Penalty: 181692.484375
Iteration 8F: 23 clusters Score -1.569402e+08 nChanged 44328
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 29347 members 
Mstep: Class 2 contains 11465 members 
Mstep: Class 4 contains 10962 members 
Mstep: Class 5 contains 5961 members 
Mstep: Class 6 contains 14755 members 
Mstep: Class 7 contains 90568 members 
Mstep: Class 8 contains 106604 members 
Mstep: Class 9 contains 29592 members 
Mstep: Class 10 contains 11905 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 6391 members 
Mstep: Class 13 contains 2668 members 
Mstep: Class 14 contains 63847 members 
Mstep: Class 15 contains 6563 members 
Mstep: Class 16 contains 132696 members 
Mstep: Class 17 contains 25467 members 
Mstep: Class 18 contains 5352 members 
Mstep: Class 19 contains 26950 members 
Mstep: Class 20 contains 7980 members 
Mstep: Class 21 contains 11515 members 
Mstep: Class 22 contains 95639 members 
Mstep: Class 23 contains 20009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156970960.000000 Penalty: 181692.484375
Iteration 9F: 23 clusters Score -1.56971e+08 nChanged 33995
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 10402 members 
Mstep: Class 4 contains 12050 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 12658 members 
Mstep: Class 7 contains 88888 members 
Mstep: Class 8 contains 107706 members 
Mstep: Class 9 contains 31367 members 
Mstep: Class 10 contains 10968 members 
Mstep: Class 11 contains 1294 members 
Mstep: Class 12 contains 6705 members 
Mstep: Class 13 contains 2656 members 
Mstep: Class 14 contains 66697 members 
Mstep: Class 15 contains 6615 members 
Mstep: Class 16 contains 138910 members 
Mstep: Class 17 contains 27491 members 
Mstep: Class 18 contains 5048 members 
Mstep: Class 19 contains 25584 members 
Mstep: Class 20 contains 6923 members 
Mstep: Class 21 contains 11720 members 
Mstep: Class 22 contains 95290 members 
Mstep: Class 23 contains 15539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156992432.000000 Penalty: 181692.484375
Iteration 10Q: 23 clusters Score -1.569924e+08 nChanged 26935
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 25155 members 
Mstep: Class 2 contains 9653 members 
Mstep: Class 4 contains 13346 members 
Mstep: Class 5 contains 6417 members 
Mstep: Class 6 contains 10950 members 
Mstep: Class 7 contains 86851 members 
Mstep: Class 8 contains 108217 members 
Mstep: Class 9 contains 33291 members 
Mstep: Class 10 contains 10353 members 
Mstep: Class 11 contains 1293 members 
Mstep: Class 12 contains 6921 members 
Mstep: Class 13 contains 2658 members 
Mstep: Class 14 contains 68417 members 
Mstep: Class 15 contains 6666 members 
Mstep: Class 16 contains 144054 members 
Mstep: Class 17 contains 29154 members 
Mstep: Class 18 contains 4625 members 
Mstep: Class 19 contains 24606 members 
Mstep: Class 20 contains 6011 members 
Mstep: Class 21 contains 11866 members 
Mstep: Class 22 contains 94532 members 
Mstep: Class 23 contains 12495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157009472.000000 Penalty: 181692.484375
Iteration 11Q: 23 clusters Score -1.570095e+08 nChanged 21787
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 24297 members 
Mstep: Class 2 contains 9025 members 
Mstep: Class 4 contains 14596 members 
Mstep: Class 5 contains 6560 members 
Mstep: Class 6 contains 9672 members 
Mstep: Class 7 contains 84404 members 
Mstep: Class 8 contains 108386 members 
Mstep: Class 9 contains 35482 members 
Mstep: Class 10 contains 10038 members 
Mstep: Class 11 contains 1294 members 
Mstep: Class 12 contains 6962 members 
Mstep: Class 13 contains 2659 members 
Mstep: Class 14 contains 69414 members 
Mstep: Class 15 contains 6709 members 
Mstep: Class 16 contains 147897 members 
Mstep: Class 17 contains 30406 members 
Mstep: Class 18 contains 4232 members 
Mstep: Class 19 contains 23998 members 
Mstep: Class 20 contains 5289 members 
Mstep: Class 21 contains 12023 members 
Mstep: Class 22 contains 93712 members 
Mstep: Class 23 contains 10476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157021296.000000 Penalty: 181692.484375
Iteration 12Q: 23 clusters Score -1.570213e+08 nChanged 18139
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 8545 members 
Mstep: Class 4 contains 15870 members 
Mstep: Class 5 contains 6663 members 
Mstep: Class 6 contains 8612 members 
Mstep: Class 7 contains 81592 members 
Mstep: Class 8 contains 108449 members 
Mstep: Class 9 contains 37940 members 
Mstep: Class 10 contains 9807 members 
Mstep: Class 11 contains 1294 members 
Mstep: Class 12 contains 6867 members 
Mstep: Class 13 contains 2662 members 
Mstep: Class 14 contains 69973 members 
Mstep: Class 15 contains 6749 members 
Mstep: Class 16 contains 150490 members 
Mstep: Class 17 contains 31370 members 
Mstep: Class 18 contains 4035 members 
Mstep: Class 19 contains 23792 members 
Mstep: Class 20 contains 4778 members 
Mstep: Class 21 contains 12116 members 
Mstep: Class 22 contains 92819 members 
Mstep: Class 23 contains 9028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157032160.000000 Penalty: 181692.484375
Iteration 13Q: 23 clusters Score -1.570322e+08 nChanged 15586
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 8124 members 
Mstep: Class 4 contains 17083 members 
Mstep: Class 5 contains 6721 members 
Mstep: Class 6 contains 7794 members 
Mstep: Class 7 contains 78449 members 
Mstep: Class 8 contains 108399 members 
Mstep: Class 9 contains 40730 members 
Mstep: Class 10 contains 9687 members 
Mstep: Class 11 contains 1294 members 
Mstep: Class 12 contains 6658 members 
Mstep: Class 13 contains 2664 members 
Mstep: Class 14 contains 70330 members 
Mstep: Class 15 contains 6778 members 
Mstep: Class 16 contains 152121 members 
Mstep: Class 17 contains 32132 members 
Mstep: Class 18 contains 4035 members 
Mstep: Class 19 contains 23768 members 
Mstep: Class 20 contains 4406 members 
Mstep: Class 21 contains 12103 members 
Mstep: Class 22 contains 92020 members 
Mstep: Class 23 contains 7968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157039456.000000 Penalty: 181692.484375
Iteration 14Q: 23 clusters Score -1.570395e+08 nChanged 13690
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 24659 members 
Mstep: Class 2 contains 7819 members 
Mstep: Class 4 contains 18251 members 
Mstep: Class 5 contains 6738 members 
Mstep: Class 6 contains 7162 members 
Mstep: Class 7 contains 75046 members 
Mstep: Class 8 contains 108346 members 
Mstep: Class 9 contains 43748 members 
Mstep: Class 10 contains 9641 members 
Mstep: Class 11 contains 1294 members 
Mstep: Class 12 contains 6456 members 
Mstep: Class 13 contains 2663 members 
Mstep: Class 14 contains 70566 members 
Mstep: Class 15 contains 6803 members 
Mstep: Class 16 contains 153041 members 
Mstep: Class 17 contains 32700 members 
Mstep: Class 18 contains 4157 members 
Mstep: Class 19 contains 23822 members 
Mstep: Class 20 contains 4091 members 
Mstep: Class 21 contains 12037 members 
Mstep: Class 22 contains 91342 members 
Mstep: Class 23 contains 7149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157046432.000000 Penalty: 181692.484375
Iteration 15Q: 23 clusters Score -1.570464e+08 nChanged 12308
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 7547 members 
Mstep: Class 4 contains 19311 members 
Mstep: Class 5 contains 6800 members 
Mstep: Class 6 contains 6644 members 
Mstep: Class 7 contains 71585 members 
Mstep: Class 8 contains 108283 members 
Mstep: Class 9 contains 46793 members 
Mstep: Class 10 contains 9602 members 
Mstep: Class 11 contains 1294 members 
Mstep: Class 12 contains 6265 members 
Mstep: Class 13 contains 2664 members 
Mstep: Class 14 contains 70712 members 
Mstep: Class 15 contains 6814 members 
Mstep: Class 16 contains 153586 members 
Mstep: Class 17 contains 33212 members 
Mstep: Class 18 contains 4336 members 
Mstep: Class 19 contains 23985 members 
Mstep: Class 20 contains 3870 members 
Mstep: Class 21 contains 11933 members 
Mstep: Class 22 contains 90735 members 
Mstep: Class 23 contains 6478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157052992.000000 Penalty: 181692.484375
Iteration 16Q: 23 clusters Score -1.57053e+08 nChanged 11341
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 7344 members 
Mstep: Class 4 contains 20425 members 
Mstep: Class 5 contains 6880 members 
Mstep: Class 6 contains 6195 members 
Mstep: Class 7 contains 68111 members 
Mstep: Class 8 contains 108113 members 
Mstep: Class 9 contains 49861 members 
Mstep: Class 10 contains 9569 members 
Mstep: Class 11 contains 1294 members 
Mstep: Class 12 contains 6089 members 
Mstep: Class 13 contains 2665 members 
Mstep: Class 14 contains 70862 members 
Mstep: Class 15 contains 6825 members 
Mstep: Class 16 contains 153802 members 
Mstep: Class 17 contains 33594 members 
Mstep: Class 18 contains 4485 members 
Mstep: Class 19 contains 24234 members 
Mstep: Class 20 contains 3686 members 
Mstep: Class 21 contains 11868 members 
Mstep: Class 22 contains 90172 members 
Mstep: Class 23 contains 5874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157058656.000000 Penalty: 181692.484375
Iteration 17Q: 23 clusters Score -1.570587e+08 nChanged 10345
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 26112 members 
Mstep: Class 2 contains 7197 members 
Mstep: Class 4 contains 21590 members 
Mstep: Class 5 contains 6975 members 
Mstep: Class 6 contains 5826 members 
Mstep: Class 7 contains 64830 members 
Mstep: Class 8 contains 107882 members 
Mstep: Class 9 contains 52771 members 
Mstep: Class 10 contains 9556 members 
Mstep: Class 11 contains 1294 members 
Mstep: Class 12 contains 5912 members 
Mstep: Class 13 contains 2665 members 
Mstep: Class 14 contains 70984 members 
Mstep: Class 15 contains 6835 members 
Mstep: Class 16 contains 153861 members 
Mstep: Class 17 contains 33910 members 
Mstep: Class 18 contains 4613 members 
Mstep: Class 19 contains 24512 members 
Mstep: Class 20 contains 3507 members 
Mstep: Class 21 contains 11739 members 
Mstep: Class 22 contains 89577 members 
Mstep: Class 23 contains 5383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157064048.000000 Penalty: 181692.484375
Iteration 18Q: 23 clusters Score -1.57064e+08 nChanged 9379
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 26598 members 
Mstep: Class 2 contains 7051 members 
Mstep: Class 4 contains 22701 members 
Mstep: Class 5 contains 7044 members 
Mstep: Class 6 contains 5524 members 
Mstep: Class 7 contains 61930 members 
Mstep: Class 8 contains 107685 members 
Mstep: Class 9 contains 55281 members 
Mstep: Class 10 contains 9542 members 
Mstep: Class 11 contains 1294 members 
Mstep: Class 12 contains 5787 members 
Mstep: Class 13 contains 2665 members 
Mstep: Class 14 contains 71082 members 
Mstep: Class 15 contains 6842 members 
Mstep: Class 16 contains 153818 members 
Mstep: Class 17 contains 34164 members 
Mstep: Class 18 contains 4739 members 
Mstep: Class 19 contains 24821 members 
Mstep: Class 20 contains 3338 members 
Mstep: Class 21 contains 11620 members 
Mstep: Class 22 contains 89029 members 
Mstep: Class 23 contains 4976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 8086.782715 but Gain 8258.750000
Score: -157068656.000000 Penalty: 173433.734375
Iteration 19Q: 22 clusters Score -1.570687e+08 nChanged 13101
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 27040 members 
Mstep: Class 2 contains 7300 members 
Mstep: Class 4 contains 24736 members 
Mstep: Class 5 contains 7133 members 
Mstep: Class 6 contains 5286 members 
Mstep: Class 7 contains 59238 members 
Mstep: Class 8 contains 109002 members 
Mstep: Class 9 contains 57491 members 
Mstep: Class 10 contains 9584 members 
Mstep: Class 11 contains 1294 members 
Mstep: Class 12 contains 5676 members 
Mstep: Class 13 contains 2665 members 
Mstep: Class 14 contains 71170 members 
Mstep: Class 15 contains 6841 members 
Mstep: Class 16 contains 153741 members 
Mstep: Class 17 contains 35231 members 
Mstep: Class 18 contains 4868 members 
Mstep: Class 19 contains 25943 members 
Mstep: Class 20 contains 3199 members 
Mstep: Class 21 contains 11547 members 
Mstep: Class 22 contains 88546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157078400.000000 Penalty: 173433.734375
Iteration 20F: 22 clusters Score -1.570784e+08 nChanged 9179
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 28021 members 
Mstep: Class 2 contains 7274 members 
Mstep: Class 4 contains 25985 members 
Mstep: Class 5 contains 7204 members 
Mstep: Class 6 contains 4943 members 
Mstep: Class 7 contains 56716 members 
Mstep: Class 8 contains 108578 members 
Mstep: Class 9 contains 59426 members 
Mstep: Class 10 contains 9441 members 
Mstep: Class 11 contains 1294 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 2665 members 
Mstep: Class 14 contains 71221 members 
Mstep: Class 15 contains 6841 members 
Mstep: Class 16 contains 153654 members 
Mstep: Class 17 contains 35568 members 
Mstep: Class 18 contains 5062 members 
Mstep: Class 19 contains 25966 members 
Mstep: Class 20 contains 3068 members 
Mstep: Class 21 contains 11469 members 
Mstep: Class 22 contains 87913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157082608.000000 Penalty: 173433.734375
Iteration 21Q: 22 clusters Score -1.570826e+08 nChanged 8805
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 29080 members 
Mstep: Class 2 contains 7291 members 
Mstep: Class 4 contains 27256 members 
Mstep: Class 5 contains 7224 members 
Mstep: Class 6 contains 4650 members 
Mstep: Class 7 contains 54353 members 
Mstep: Class 8 contains 108137 members 
Mstep: Class 9 contains 61156 members 
Mstep: Class 10 contains 9319 members 
Mstep: Class 11 contains 1294 members 
Mstep: Class 12 contains 4786 members 
Mstep: Class 13 contains 2665 members 
Mstep: Class 14 contains 71292 members 
Mstep: Class 15 contains 6844 members 
Mstep: Class 16 contains 153444 members 
Mstep: Class 17 contains 35756 members 
Mstep: Class 18 contains 5264 members 
Mstep: Class 19 contains 26074 members 
Mstep: Class 20 contains 2948 members 
Mstep: Class 21 contains 11412 members 
Mstep: Class 22 contains 87289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157087232.000000 Penalty: 173433.734375
Iteration 22Q: 22 clusters Score -1.570872e+08 nChanged 8916
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 30118 members 
Mstep: Class 2 contains 7363 members 
Mstep: Class 4 contains 28591 members 
Mstep: Class 5 contains 7198 members 
Mstep: Class 6 contains 4430 members 
Mstep: Class 7 contains 51991 members 
Mstep: Class 8 contains 107802 members 
Mstep: Class 9 contains 62691 members 
Mstep: Class 10 contains 9161 members 
Mstep: Class 11 contains 1294 members 
Mstep: Class 12 contains 4366 members 
Mstep: Class 13 contains 2664 members 
Mstep: Class 14 contains 71378 members 
Mstep: Class 15 contains 6848 members 
Mstep: Class 16 contains 153177 members 
Mstep: Class 17 contains 35860 members 
Mstep: Class 18 contains 5457 members 
Mstep: Class 19 contains 26190 members 
Mstep: Class 20 contains 2835 members 
Mstep: Class 21 contains 11373 members 
Mstep: Class 22 contains 86747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157091088.000000 Penalty: 173433.734375
Iteration 23Q: 22 clusters Score -1.570911e+08 nChanged 9047
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 31062 members 
Mstep: Class 2 contains 7467 members 
Mstep: Class 4 contains 30114 members 
Mstep: Class 5 contains 7164 members 
Mstep: Class 6 contains 4344 members 
Mstep: Class 7 contains 49543 members 
Mstep: Class 8 contains 107596 members 
Mstep: Class 9 contains 63990 members 
Mstep: Class 10 contains 8992 members 
Mstep: Class 11 contains 1294 members 
Mstep: Class 12 contains 4002 members 
Mstep: Class 13 contains 2664 members 
Mstep: Class 14 contains 71466 members 
Mstep: Class 15 contains 6849 members 
Mstep: Class 16 contains 152827 members 
Mstep: Class 17 contains 35874 members 
Mstep: Class 18 contains 5684 members 
Mstep: Class 19 contains 26294 members 
Mstep: Class 20 contains 2736 members 
Mstep: Class 21 contains 11321 members 
Mstep: Class 22 contains 86251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157096304.000000 Penalty: 173433.734375
Iteration 24Q: 22 clusters Score -1.570963e+08 nChanged 9773
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 31884 members 
Mstep: Class 2 contains 7620 members 
Mstep: Class 4 contains 31827 members 
Mstep: Class 5 contains 7113 members 
Mstep: Class 6 contains 4342 members 
Mstep: Class 7 contains 46892 members 
Mstep: Class 8 contains 107665 members 
Mstep: Class 9 contains 64935 members 
Mstep: Class 10 contains 8818 members 
Mstep: Class 11 contains 1294 members 
Mstep: Class 12 contains 3734 members 
Mstep: Class 13 contains 2664 members 
Mstep: Class 14 contains 71525 members 
Mstep: Class 15 contains 6848 members 
Mstep: Class 16 contains 152464 members 
Mstep: Class 17 contains 35838 members 
Mstep: Class 18 contains 6039 members 
Mstep: Class 19 contains 26350 members 
Mstep: Class 20 contains 2642 members 
Mstep: Class 21 contains 11232 members 
Mstep: Class 22 contains 85808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157105040.000000 Penalty: 173433.734375
Iteration 25Q: 22 clusters Score -1.57105e+08 nChanged 10963
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 32625 members 
Mstep: Class 2 contains 7795 members 
Mstep: Class 4 contains 33717 members 
Mstep: Class 5 contains 7066 members 
Mstep: Class 6 contains 4414 members 
Mstep: Class 7 contains 44025 members 
Mstep: Class 8 contains 108129 members 
Mstep: Class 9 contains 65350 members 
Mstep: Class 10 contains 8643 members 
Mstep: Class 11 contains 1294 members 
Mstep: Class 12 contains 3491 members 
Mstep: Class 13 contains 2664 members 
Mstep: Class 14 contains 71527 members 
Mstep: Class 15 contains 6856 members 
Mstep: Class 16 contains 152164 members 
Mstep: Class 17 contains 35725 members 
Mstep: Class 18 contains 6573 members 
Mstep: Class 19 contains 26407 members 
Mstep: Class 20 contains 2573 members 
Mstep: Class 21 contains 11100 members 
Mstep: Class 22 contains 85396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157118752.000000 Penalty: 173433.734375
Iteration 26Q: 22 clusters Score -1.571188e+08 nChanged 11232
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 33245 members 
Mstep: Class 2 contains 8021 members 
Mstep: Class 4 contains 35545 members 
Mstep: Class 5 contains 7030 members 
Mstep: Class 6 contains 4525 members 
Mstep: Class 7 contains 41019 members 
Mstep: Class 8 contains 107973 members 
Mstep: Class 9 contains 66936 members 
Mstep: Class 10 contains 8541 members 
Mstep: Class 11 contains 1294 members 
Mstep: Class 12 contains 3333 members 
Mstep: Class 13 contains 2664 members 
Mstep: Class 14 contains 71508 members 
Mstep: Class 15 contains 6866 members 
Mstep: Class 16 contains 151971 members 
Mstep: Class 17 contains 35586 members 
Mstep: Class 18 contains 6668 members 
Mstep: Class 19 contains 26491 members 
Mstep: Class 20 contains 2504 members 
Mstep: Class 21 contains 10890 members 
Mstep: Class 22 contains 84924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157128960.000000 Penalty: 173433.734375
Iteration 27Q: 22 clusters Score -1.57129e+08 nChanged 9982
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 33732 members 
Mstep: Class 2 contains 8232 members 
Mstep: Class 4 contains 37065 members 
Mstep: Class 5 contains 7001 members 
Mstep: Class 6 contains 4601 members 
Mstep: Class 7 contains 38131 members 
Mstep: Class 8 contains 107179 members 
Mstep: Class 9 contains 69186 members 
Mstep: Class 10 contains 8458 members 
Mstep: Class 11 contains 1294 members 
Mstep: Class 12 contains 3211 members 
Mstep: Class 13 contains 2664 members 
Mstep: Class 14 contains 71489 members 
Mstep: Class 15 contains 6869 members 
Mstep: Class 16 contains 151871 members 
Mstep: Class 17 contains 35681 members 
Mstep: Class 18 contains 6562 members 
Mstep: Class 19 contains 26605 members 
Mstep: Class 20 contains 2477 members 
Mstep: Class 21 contains 10742 members 
Mstep: Class 22 contains 84484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157139872.000000 Penalty: 173433.734375
Iteration 28Q: 22 clusters Score -1.571399e+08 nChanged 7822
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 34140 members 
Mstep: Class 2 contains 8485 members 
Mstep: Class 4 contains 37830 members 
Mstep: Class 5 contains 6978 members 
Mstep: Class 6 contains 4672 members 
Mstep: Class 7 contains 36306 members 
Mstep: Class 8 contains 106343 members 
Mstep: Class 9 contains 70967 members 
Mstep: Class 10 contains 8391 members 
Mstep: Class 11 contains 1294 members 
Mstep: Class 12 contains 3098 members 
Mstep: Class 13 contains 2664 members 
Mstep: Class 14 contains 71519 members 
Mstep: Class 15 contains 6868 members 
Mstep: Class 16 contains 151726 members 
Mstep: Class 17 contains 35866 members 
Mstep: Class 18 contains 6490 members 
Mstep: Class 19 contains 26774 members 
Mstep: Class 20 contains 2459 members 
Mstep: Class 21 contains 10620 members 
Mstep: Class 22 contains 84044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157150480.000000 Penalty: 173433.734375
Iteration 29Q: 22 clusters Score -1.571505e+08 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 34444 members 
Mstep: Class 2 contains 8744 members 
Mstep: Class 4 contains 37811 members 
Mstep: Class 5 contains 6954 members 
Mstep: Class 6 contains 4745 members 
Mstep: Class 7 contains 35848 members 
Mstep: Class 8 contains 105759 members 
Mstep: Class 9 contains 71741 members 
Mstep: Class 10 contains 8334 members 
Mstep: Class 11 contains 1294 members 
Mstep: Class 12 contains 2998 members 
Mstep: Class 13 contains 2665 members 
Mstep: Class 14 contains 71578 members 
Mstep: Class 15 contains 6868 members 
Mstep: Class 16 contains 151685 members 
Mstep: Class 17 contains 36083 members 
Mstep: Class 18 contains 6446 members 
Mstep: Class 19 contains 26950 members 
Mstep: Class 20 contains 2440 members 
Mstep: Class 21 contains 10527 members 
Mstep: Class 22 contains 83620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157151952.000000 Penalty: 173433.734375
Iteration 30Q: 22 clusters Score -1.57152e+08 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 34681 members 
Mstep: Class 2 contains 9071 members 
Mstep: Class 4 contains 37646 members 
Mstep: Class 5 contains 6920 members 
Mstep: Class 6 contains 4841 members 
Mstep: Class 7 contains 35671 members 
Mstep: Class 8 contains 105323 members 
Mstep: Class 9 contains 72088 members 
Mstep: Class 10 contains 8318 members 
Mstep: Class 11 contains 1294 members 
Mstep: Class 12 contains 2936 members 
Mstep: Class 13 contains 2665 members 
Mstep: Class 14 contains 71646 members 
Mstep: Class 15 contains 6870 members 
Mstep: Class 16 contains 151628 members 
Mstep: Class 17 contains 36232 members 
Mstep: Class 18 contains 6409 members 
Mstep: Class 19 contains 27156 members 
Mstep: Class 20 contains 2427 members 
Mstep: Class 21 contains 10460 members 
Mstep: Class 22 contains 83252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157153440.000000 Penalty: 173433.734375
Iteration 31Q: 22 clusters Score -1.571534e+08 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 34850 members 
Mstep: Class 2 contains 9435 members 
Mstep: Class 4 contains 37452 members 
Mstep: Class 5 contains 6896 members 
Mstep: Class 6 contains 4919 members 
Mstep: Class 7 contains 35625 members 
Mstep: Class 8 contains 104891 members 
Mstep: Class 9 contains 72264 members 
Mstep: Class 10 contains 8392 members 
Mstep: Class 11 contains 1294 members 
Mstep: Class 12 contains 2891 members 
Mstep: Class 13 contains 2664 members 
Mstep: Class 14 contains 71692 members 
Mstep: Class 15 contains 6871 members 
Mstep: Class 16 contains 151528 members 
Mstep: Class 17 contains 36372 members 
Mstep: Class 18 contains 6400 members 
Mstep: Class 19 contains 27381 members 
Mstep: Class 20 contains 2412 members 
Mstep: Class 21 contains 10391 members 
Mstep: Class 22 contains 82914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157154112.000000 Penalty: 173433.734375
Iteration 32Q: 22 clusters Score -1.571541e+08 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 35013 members 
Mstep: Class 2 contains 9808 members 
Mstep: Class 4 contains 37230 members 
Mstep: Class 5 contains 6875 members 
Mstep: Class 6 contains 4985 members 
Mstep: Class 7 contains 35610 members 
Mstep: Class 8 contains 104470 members 
Mstep: Class 9 contains 72377 members 
Mstep: Class 10 contains 8575 members 
Mstep: Class 11 contains 1294 members 
Mstep: Class 12 contains 2837 members 
Mstep: Class 13 contains 2664 members 
Mstep: Class 14 contains 71734 members 
Mstep: Class 15 contains 6872 members 
Mstep: Class 16 contains 151351 members 
Mstep: Class 17 contains 36487 members 
Mstep: Class 18 contains 6373 members 
Mstep: Class 19 contains 27593 members 
Mstep: Class 20 contains 2406 members 
Mstep: Class 21 contains 10344 members 
Mstep: Class 22 contains 82636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157155456.000000 Penalty: 173433.734375
Iteration 33Q: 22 clusters Score -1.571555e+08 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 35122 members 
Mstep: Class 2 contains 10195 members 
Mstep: Class 4 contains 36977 members 
Mstep: Class 5 contains 6852 members 
Mstep: Class 6 contains 5034 members 
Mstep: Class 7 contains 35612 members 
Mstep: Class 8 contains 104030 members 
Mstep: Class 9 contains 72446 members 
Mstep: Class 10 contains 8944 members 
Mstep: Class 11 contains 1294 members 
Mstep: Class 12 contains 2807 members 
Mstep: Class 13 contains 2663 members 
Mstep: Class 14 contains 71759 members 
Mstep: Class 15 contains 6866 members 
Mstep: Class 16 contains 151032 members 
Mstep: Class 17 contains 36600 members 
Mstep: Class 18 contains 6356 members 
Mstep: Class 19 contains 27810 members 
Mstep: Class 20 contains 2400 members 
Mstep: Class 21 contains 10320 members 
Mstep: Class 22 contains 82415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157157728.000000 Penalty: 173433.734375
Iteration 34Q: 22 clusters Score -1.571577e+08 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 35199 members 
Mstep: Class 2 contains 10587 members 
Mstep: Class 4 contains 36678 members 
Mstep: Class 5 contains 6850 members 
Mstep: Class 6 contains 5074 members 
Mstep: Class 7 contains 35616 members 
Mstep: Class 8 contains 103666 members 
Mstep: Class 9 contains 72490 members 
Mstep: Class 10 contains 9524 members 
Mstep: Class 11 contains 1294 members 
Mstep: Class 12 contains 2774 members 
Mstep: Class 13 contains 2663 members 
Mstep: Class 14 contains 71792 members 
Mstep: Class 15 contains 6870 members 
Mstep: Class 16 contains 150445 members 
Mstep: Class 17 contains 36738 members 
Mstep: Class 18 contains 6359 members 
Mstep: Class 19 contains 28068 members 
Mstep: Class 20 contains 2397 members 
Mstep: Class 21 contains 10278 members 
Mstep: Class 22 contains 82172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157159152.000000 Penalty: 173433.734375
Iteration 35Q: 22 clusters Score -1.571592e+08 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 35244 members 
Mstep: Class 2 contains 10969 members 
Mstep: Class 4 contains 36384 members 
Mstep: Class 5 contains 6861 members 
Mstep: Class 6 contains 5100 members 
Mstep: Class 7 contains 35623 members 
Mstep: Class 8 contains 103344 members 
Mstep: Class 9 contains 72515 members 
Mstep: Class 10 contains 10334 members 
Mstep: Class 11 contains 1294 members 
Mstep: Class 12 contains 2742 members 
Mstep: Class 13 contains 2663 members 
Mstep: Class 14 contains 71820 members 
Mstep: Class 15 contains 6874 members 
Mstep: Class 16 contains 149638 members 
Mstep: Class 17 contains 36860 members 
Mstep: Class 18 contains 6370 members 
Mstep: Class 19 contains 28336 members 
Mstep: Class 20 contains 2395 members 
Mstep: Class 21 contains 10240 members 
Mstep: Class 22 contains 81928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157161888.000000 Penalty: 173433.734375
Iteration 36Q: 22 clusters Score -1.571619e+08 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 35198 members 
Mstep: Class 2 contains 11326 members 
Mstep: Class 4 contains 36018 members 
Mstep: Class 5 contains 6892 members 
Mstep: Class 6 contains 5127 members 
Mstep: Class 7 contains 35628 members 
Mstep: Class 8 contains 103078 members 
Mstep: Class 9 contains 72545 members 
Mstep: Class 10 contains 11262 members 
Mstep: Class 11 contains 1294 members 
Mstep: Class 12 contains 2718 members 
Mstep: Class 13 contains 2663 members 
Mstep: Class 14 contains 71837 members 
Mstep: Class 15 contains 6876 members 
Mstep: Class 16 contains 148762 members 
Mstep: Class 17 contains 37056 members 
Mstep: Class 18 contains 6380 members 
Mstep: Class 19 contains 28635 members 
Mstep: Class 20 contains 2399 members 
Mstep: Class 21 contains 10181 members 
Mstep: Class 22 contains 81659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157164896.000000 Penalty: 173433.734375
Iteration 37Q: 22 clusters Score -1.571649e+08 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 35083 members 
Mstep: Class 2 contains 11730 members 
Mstep: Class 4 contains 35627 members 
Mstep: Class 5 contains 6916 members 
Mstep: Class 6 contains 5154 members 
Mstep: Class 7 contains 35636 members 
Mstep: Class 8 contains 102697 members 
Mstep: Class 9 contains 72553 members 
Mstep: Class 10 contains 12329 members 
Mstep: Class 11 contains 1294 members 
Mstep: Class 12 contains 2702 members 
Mstep: Class 13 contains 2663 members 
Mstep: Class 14 contains 71850 members 
Mstep: Class 15 contains 6894 members 
Mstep: Class 16 contains 147927 members 
Mstep: Class 17 contains 37199 members 
Mstep: Class 18 contains 6377 members 
Mstep: Class 19 contains 29005 members 
Mstep: Class 20 contains 2400 members 
Mstep: Class 21 contains 10131 members 
Mstep: Class 22 contains 81367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157166752.000000 Penalty: 173433.734375
Iteration 38Q: 22 clusters Score -1.571668e+08 nChanged 4751
Entering ConstructFrom: 
Score: -157166752.000000 Penalty: 173433.734375
Entering ConstructFrom: 
Trying to split cluster 1 (34896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34896 members 
Entering Unmasked Estep 
Score: -7671426.500000 Penalty: 6406.828125
	Iteration 0F: 2 clusters Score -7671426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -7645447.000000 Penalty: 12813.656250
	Iteration 0F: 3 clusters Score -7645447 nChanged 14903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -7653220.500000 Penalty: 12813.656250
	Iteration 1F: 3 clusters Score -7653220 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -7653976.000000 Penalty: 12813.656250
	Iteration 2F: 3 clusters Score -7653976 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -7654510.000000 Penalty: 12813.656250
	Iteration 3Q: 3 clusters Score -7654510 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -7654896.000000 Penalty: 12813.656250
	Iteration 4Q: 3 clusters Score -7654896 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -7655147.500000 Penalty: 12813.656250
	Iteration 5Q: 3 clusters Score -7655148 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -7655414.000000 Penalty: 12813.656250
	Iteration 6Q: 3 clusters Score -7655414 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -7655596.000000 Penalty: 12813.656250
	Iteration 7Q: 3 clusters Score -7655596 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -7655766.000000 Penalty: 12813.656250
	Iteration 8Q: 3 clusters Score -7655766 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -7655976.500000 Penalty: 12813.656250
	Iteration 9Q: 3 clusters Score -7655976 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -7656176.500000 Penalty: 12813.656250
	Iteration 10Q: 3 clusters Score -7656176 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -7656412.000000 Penalty: 12813.656250
	Iteration 11Q: 3 clusters Score -7656412 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -7656720.500000 Penalty: 12813.656250
	Iteration 12Q: 3 clusters Score -7656720 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -7657025.500000 Penalty: 12813.656250
	Iteration 13Q: 3 clusters Score -7657026 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -7657286.000000 Penalty: 12813.656250
	Iteration 14Q: 3 clusters Score -7657286 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -7657626.500000 Penalty: 12813.656250
	Iteration 15Q: 3 clusters Score -7657626 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -7657945.500000 Penalty: 12813.656250
	Iteration 16Q: 3 clusters Score -7657946 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -7658320.000000 Penalty: 12813.656250
	Iteration 17Q: 3 clusters Score -7658320 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -7658657.000000 Penalty: 12813.656250
	Iteration 18Q: 3 clusters Score -7658657 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -7659060.000000 Penalty: 12813.656250
	Iteration 19Q: 3 clusters Score -7659060 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -7659505.000000 Penalty: 12813.656250
	Iteration 20F: 3 clusters Score -7659505 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -7660124.000000 Penalty: 12813.656250
	Iteration 21Q: 3 clusters Score -7660124 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -7660654.000000 Penalty: 12813.656250
	Iteration 22Q: 3 clusters Score -7660654 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -7661105.000000 Penalty: 12813.656250
	Iteration 23Q: 3 clusters Score -7661105 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -7661481.500000 Penalty: 12813.656250
	Iteration 24Q: 3 clusters Score -7661482 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -7661739.000000 Penalty: 12813.656250
	Iteration 25Q: 3 clusters Score -7661739 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -7661953.500000 Penalty: 12813.656250
	Iteration 26Q: 3 clusters Score -7661954 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -7662147.000000 Penalty: 12813.656250
	Iteration 27Q: 3 clusters Score -7662147 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 25174 members 
Entering Unmasked Estep 
Score: -7662316.000000 Penalty: 12813.656250
	Iteration 28Q: 3 clusters Score -7662316 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 25588 members 
Entering Unmasked Estep 
Score: -7662442.000000 Penalty: 12813.656250
	Iteration 29Q: 3 clusters Score -7662442 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -7662577.000000 Penalty: 12813.656250
	Iteration 30Q: 3 clusters Score -7662577 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 26324 members 
Entering Unmasked Estep 
Score: -7662726.500000 Penalty: 12813.656250
	Iteration 31Q: 3 clusters Score -7662726 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 26672 members 
Entering Unmasked Estep 
Score: -7662840.000000 Penalty: 12813.656250
	Iteration 32Q: 3 clusters Score -7662840 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 27023 members 
Entering Unmasked Estep 
Score: -7662992.000000 Penalty: 12813.656250
	Iteration 33Q: 3 clusters Score -7662992 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 27394 members 
Entering Unmasked Estep 
Score: -7663105.000000 Penalty: 12813.656250
	Iteration 34Q: 3 clusters Score -7663105 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 27809 members 
Entering Unmasked Estep 
Score: -7663280.500000 Penalty: 12813.656250
	Iteration 35Q: 3 clusters Score -7663280 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 28223 members 
Entering Unmasked Estep 
Score: -7663458.000000 Penalty: 12813.656250
	Iteration 36Q: 3 clusters Score -7663458 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 28657 members 
Entering Unmasked Estep 
Score: -7663686.500000 Penalty: 12813.656250
	Iteration 37Q: 3 clusters Score -7663686 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
Score: -7663944.000000 Penalty: 12813.656250
	Iteration 38Q: 3 clusters Score -7663944 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 29632 members 
Entering Unmasked Estep 
Score: -7664289.500000 Penalty: 12813.656250
	Iteration 39Q: 3 clusters Score -7664290 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 30097 members 
Entering Unmasked Estep 
Score: -7664727.500000 Penalty: 12813.656250
	Iteration 40F: 3 clusters Score -7664728 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 30531 members 
Entering Unmasked Estep 
Score: -7665239.500000 Penalty: 12813.656250
	Iteration 41Q: 3 clusters Score -7665240 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 30899 members 
Entering Unmasked Estep 
Score: -7665672.000000 Penalty: 12813.656250
	Iteration 42Q: 3 clusters Score -7665672 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 31168 members 
Entering Unmasked Estep 
Score: -7665909.000000 Penalty: 12813.656250
	Iteration 43Q: 3 clusters Score -7665909 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 31372 members 
Entering Unmasked Estep 
Score: -7666047.500000 Penalty: 12813.656250
	Iteration 44Q: 3 clusters Score -7666048 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 31544 members 
Entering Unmasked Estep 
Score: -7666144.000000 Penalty: 12813.656250
	Iteration 45Q: 3 clusters Score -7666144 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 31689 members 
Entering Unmasked Estep 
Score: -7666230.000000 Penalty: 12813.656250
	Iteration 46Q: 3 clusters Score -7666230 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 31818 members 
Entering Unmasked Estep 
Score: -7666292.500000 Penalty: 12813.656250
	Iteration 47Q: 3 clusters Score -7666292 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 31903 members 
Entering Unmasked Estep 
Score: -7666329.500000 Penalty: 12813.656250
	Iteration 48Q: 3 clusters Score -7666330 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 31984 members 
Entering Unmasked Estep 
Score: -7666368.000000 Penalty: 12813.656250
	Iteration 49Q: 3 clusters Score -7666368 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 32032 members 
Entering Unmasked Estep 
Score: -7666386.500000 Penalty: 12813.656250
	Iteration 50Q: 3 clusters Score -7666386 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 32077 members 
Entering Unmasked Estep 
Score: -7666418.500000 Penalty: 12813.656250
	Iteration 51Q: 3 clusters Score -7666418 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 32111 members 
Entering Unmasked Estep 
Score: -7666421.000000 Penalty: 12813.656250
	Iteration 52Q: 3 clusters Score -7666421 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 32143 members 
Entering Unmasked Estep 
Score: -7666431.000000 Penalty: 12813.656250
	Iteration 53Q: 3 clusters Score -7666431 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 32175 members 
Entering Unmasked Estep 
Score: -7666454.000000 Penalty: 12813.656250
	Iteration 54Q: 3 clusters Score -7666454 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 32204 members 
Entering Unmasked Estep 
Score: -7666474.500000 Penalty: 12813.656250
	Iteration 55Q: 3 clusters Score -7666474 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 32230 members 
Entering Unmasked Estep 
Score: -7666488.500000 Penalty: 12813.656250
	Iteration 56Q: 3 clusters Score -7666488 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 32254 members 
Entering Unmasked Estep 
Score: -7666497.000000 Penalty: 12813.656250
	Iteration 57Q: 3 clusters Score -7666497 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 32275 members 
Entering Unmasked Estep 
Score: -7666496.500000 Penalty: 12813.656250
	Iteration 58Q: 3 clusters Score -7666496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 32286 members 
Entering Unmasked Estep 
Score: -7666505.500000 Penalty: 12813.656250
	Iteration 59Q: 3 clusters Score -7666506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 32297 members 
Entering Unmasked Estep 
Score: -7666505.500000 Penalty: 12813.656250
	Iteration 60F: 3 clusters Score -7666506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 32309 members 
Entering Unmasked Estep 
Score: -7666511.000000 Penalty: 12813.656250
	Iteration 61Q: 3 clusters Score -7666511 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 32317 members 
Entering Unmasked Estep 
Score: -7666515.500000 Penalty: 12813.656250
	Iteration 62Q: 3 clusters Score -7666516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 32322 members 
Entering Unmasked Estep 
Score: -7666512.500000 Penalty: 12813.656250
	Iteration 63Q: 3 clusters Score -7666512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 32329 members 
Entering Unmasked Estep 
Score: -7666519.000000 Penalty: 12813.656250
	Iteration 64Q: 3 clusters Score -7666519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 32334 members 
Entering Unmasked Estep 
Score: -7666517.500000 Penalty: 12813.656250
	Iteration 65Q: 3 clusters Score -7666518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 32335 members 
Entering Unmasked Estep 
Score: -7666523.000000 Penalty: 12813.656250
	Iteration 66Q: 3 clusters Score -7666523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 32336 members 
Entering Unmasked Estep 
Score: -7666519.000000 Penalty: 12813.656250
	Iteration 67Q: 3 clusters Score -7666519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 32337 members 
Entering Unmasked Estep 
Score: -7666521.500000 Penalty: 12813.656250
	Iteration 68Q: 3 clusters Score -7666522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 32339 members 
Entering Unmasked Estep 
Score: -7666521.000000 Penalty: 12813.656250
	Iteration 69Q: 3 clusters Score -7666521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 32340 members 
Entering Unmasked Estep 
Score: -7666521.000000 Penalty: 12813.656250
	Iteration 70Q: 3 clusters Score -7666521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 32340 members 
Entering Unmasked Estep 
Score: -7666521.000000 Penalty: 12813.656250
	Iteration 71F: 3 clusters Score -7666521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Entering Unmasked Estep 
Score: -2631233.750000 Penalty: 5759.150391
	Iteration 0F: 2 clusters Score -2631234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -2619688.000000 Penalty: 11518.300781
	Iteration 0F: 3 clusters Score -2619688 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -2622276.000000 Penalty: 11518.300781
	Iteration 1F: 3 clusters Score -2622276 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -2622814.000000 Penalty: 11518.300781
	Iteration 2F: 3 clusters Score -2622814 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -2623137.000000 Penalty: 11518.300781
	Iteration 3F: 3 clusters Score -2623137 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -2623380.250000 Penalty: 11518.300781
	Iteration 4Q: 3 clusters Score -2623380 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -2623585.250000 Penalty: 11518.300781
	Iteration 5Q: 3 clusters Score -2623585 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -2623757.500000 Penalty: 11518.300781
	Iteration 6Q: 3 clusters Score -2623758 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -2623890.250000 Penalty: 11518.300781
	Iteration 7Q: 3 clusters Score -2623890 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -2624019.000000 Penalty: 11518.300781
	Iteration 8Q: 3 clusters Score -2624019 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -2624164.250000 Penalty: 11518.300781
	Iteration 9Q: 3 clusters Score -2624164 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -2624284.000000 Penalty: 11518.300781
	Iteration 10Q: 3 clusters Score -2624284 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -2624392.250000 Penalty: 11518.300781
	Iteration 11Q: 3 clusters Score -2624392 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -2624480 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -2624556.500000 Penalty: 11518.300781
	Iteration 13Q: 3 clusters Score -2624556 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -2624630.250000 Penalty: 11518.300781
	Iteration 14Q: 3 clusters Score -2624630 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -2624702.500000 Penalty: 11518.300781
	Iteration 15Q: 3 clusters Score -2624702 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -2624803.250000 Penalty: 11518.300781
	Iteration 16Q: 3 clusters Score -2624803 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -2624906.000000 Penalty: 11518.300781
	Iteration 17Q: 3 clusters Score -2624906 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -2624992.000000 Penalty: 11518.300781
	Iteration 18Q: 3 clusters Score -2624992 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -2625071.250000 Penalty: 11518.300781
	Iteration 19Q: 3 clusters Score -2625071 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -2625142.500000 Penalty: 11518.300781
	Iteration 20F: 3 clusters Score -2625142 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -2625218.750000 Penalty: 11518.300781
	Iteration 21Q: 3 clusters Score -2625219 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -2625267.750000 Penalty: 11518.300781
	Iteration 22Q: 3 clusters Score -2625268 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -2625322.500000 Penalty: 11518.300781
	Iteration 23Q: 3 clusters Score -2625322 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -2625388.500000 Penalty: 11518.300781
	Iteration 24Q: 3 clusters Score -2625388 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -2625439.750000 Penalty: 11518.300781
	Iteration 25Q: 3 clusters Score -2625440 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -2625496.500000 Penalty: 11518.300781
	Iteration 26Q: 3 clusters Score -2625496 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -2625541.000000 Penalty: 11518.300781
	Iteration 27Q: 3 clusters Score -2625541 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -2625598.250000 Penalty: 11518.300781
	Iteration 28Q: 3 clusters Score -2625598 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -2625638.750000 Penalty: 11518.300781
	Iteration 29Q: 3 clusters Score -2625639 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -2625675.500000 Penalty: 11518.300781
	Iteration 30Q: 3 clusters Score -2625676 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -2625718.000000 Penalty: 11518.300781
	Iteration 31Q: 3 clusters Score -2625718 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -2625751.750000 Penalty: 11518.300781
	Iteration 32Q: 3 clusters Score -2625752 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -2625787.500000 Penalty: 11518.300781
	Iteration 33Q: 3 clusters Score -2625788 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -2625821.500000 Penalty: 11518.300781
	Iteration 34Q: 3 clusters Score -2625822 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -2625851.750000 Penalty: 11518.300781
	Iteration 35Q: 3 clusters Score -2625852 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -2625873.500000 Penalty: 11518.300781
	Iteration 36Q: 3 clusters Score -2625874 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -2625897.250000 Penalty: 11518.300781
	Iteration 37Q: 3 clusters Score -2625897 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -2625922.000000 Penalty: 11518.300781
	Iteration 38Q: 3 clusters Score -2625922 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -2625942.500000 Penalty: 11518.300781
	Iteration 39Q: 3 clusters Score -2625942 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -2625949.750000 Penalty: 11518.300781
	Iteration 40F: 3 clusters Score -2625950 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -2625960.500000 Penalty: 11518.300781
	Iteration 41Q: 3 clusters Score -2625960 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -2625977.500000 Penalty: 11518.300781
	Iteration 42Q: 3 clusters Score -2625978 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -2625990.750000 Penalty: 11518.300781
	Iteration 43Q: 3 clusters Score -2625991 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -2626012.250000 Penalty: 11518.300781
	Iteration 44Q: 3 clusters Score -2626012 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -2626022.000000 Penalty: 11518.300781
	Iteration 45Q: 3 clusters Score -2626022 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -2626031.500000 Penalty: 11518.300781
	Iteration 46Q: 3 clusters Score -2626032 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -2626043.000000 Penalty: 11518.300781
	Iteration 47Q: 3 clusters Score -2626043 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -2626056.500000 Penalty: 11518.300781
	Iteration 48Q: 3 clusters Score -2626056 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -2626068.750000 Penalty: 11518.300781
	Iteration 49Q: 3 clusters Score -2626069 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -2626077.750000 Penalty: 11518.300781
	Iteration 50Q: 3 clusters Score -2626078 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -2626088.250000 Penalty: 11518.300781
	Iteration 51Q: 3 clusters Score -2626088 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -2626105.000000 Penalty: 11518.300781
	Iteration 52Q: 3 clusters Score -2626105 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -2626114.000000 Penalty: 11518.300781
	Iteration 53Q: 3 clusters Score -2626114 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -2626148.750000 Penalty: 11518.300781
	Iteration 54Q: 3 clusters Score -2626149 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -2626170.000000 Penalty: 11518.300781
	Iteration 55Q: 3 clusters Score -2626170 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -2626190.250000 Penalty: 11518.300781
	Iteration 56Q: 3 clusters Score -2626190 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -2626219.000000 Penalty: 11518.300781
	Iteration 57Q: 3 clusters Score -2626219 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -2626234.000000 Penalty: 11518.300781
	Iteration 58Q: 3 clusters Score -2626234 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -2626270.750000 Penalty: 11518.300781
	Iteration 59Q: 3 clusters Score -2626271 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -2626312.000000 Penalty: 11518.300781
	Iteration 60F: 3 clusters Score -2626312 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -2626340.000000 Penalty: 11518.300781
	Iteration 61Q: 3 clusters Score -2626340 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -2626378.750000 Penalty: 11518.300781
	Iteration 62Q: 3 clusters Score -2626379 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -2626417.000000 Penalty: 11518.300781
	Iteration 63Q: 3 clusters Score -2626417 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -2626458.000000 Penalty: 11518.300781
	Iteration 64Q: 3 clusters Score -2626458 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -2626491.500000 Penalty: 11518.300781
	Iteration 65Q: 3 clusters Score -2626492 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -2626502.000000 Penalty: 11518.300781
	Iteration 66Q: 3 clusters Score -2626502 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -2626527.750000 Penalty: 11518.300781
	Iteration 67Q: 3 clusters Score -2626528 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -2626545.500000 Penalty: 11518.300781
	Iteration 68Q: 3 clusters Score -2626546 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -2626574.000000 Penalty: 11518.300781
	Iteration 69Q: 3 clusters Score -2626574 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -2626592.500000 Penalty: 11518.300781
	Iteration 70Q: 3 clusters Score -2626592 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -2626608.750000 Penalty: 11518.300781
	Iteration 71Q: 3 clusters Score -2626609 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -2626609.750000 Penalty: 11518.300781
	Iteration 72Q: 3 clusters Score -2626610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -2626628.250000 Penalty: 11518.300781
	Iteration 73Q: 3 clusters Score -2626628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -2626644.250000 Penalty: 11518.300781
	Iteration 74Q: 3 clusters Score -2626644 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -2626656.500000 Penalty: 11518.300781
	Iteration 75Q: 3 clusters Score -2626656 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -2626668.250000 Penalty: 11518.300781
	Iteration 76Q: 3 clusters Score -2626668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -2626686.500000 Penalty: 11518.300781
	Iteration 77Q: 3 clusters Score -2626686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -2626701.750000 Penalty: 11518.300781
	Iteration 78Q: 3 clusters Score -2626702 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -2626716.250000 Penalty: 11518.300781
	Iteration 79Q: 3 clusters Score -2626716 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -2626727.000000 Penalty: 11518.300781
	Iteration 80F: 3 clusters Score -2626727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -2626735.750000 Penalty: 11518.300781
	Iteration 81Q: 3 clusters Score -2626736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -2626744.750000 Penalty: 11518.300781
	Iteration 82Q: 3 clusters Score -2626745 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -2626757.500000 Penalty: 11518.300781
	Iteration 83Q: 3 clusters Score -2626758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -2626769.250000 Penalty: 11518.300781
	Iteration 84Q: 3 clusters Score -2626769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -2626776.250000 Penalty: 11518.300781
	Iteration 85Q: 3 clusters Score -2626776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -2626782.750000 Penalty: 11518.300781
	Iteration 86Q: 3 clusters Score -2626783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -2626789.250000 Penalty: 11518.300781
	Iteration 87Q: 3 clusters Score -2626789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -2626793.500000 Penalty: 11518.300781
	Iteration 88Q: 3 clusters Score -2626794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -2626804.000000 Penalty: 11518.300781
	Iteration 89Q: 3 clusters Score -2626804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -2626819.500000 Penalty: 11518.300781
	Iteration 90Q: 3 clusters Score -2626820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -2626816.000000 Penalty: 11518.300781
	Iteration 91Q: 3 clusters Score -2626816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -2626819.500000 Penalty: 11518.300781
	Iteration 92Q: 3 clusters Score -2626820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -2626827.000000 Penalty: 11518.300781
	Iteration 93Q: 3 clusters Score -2626827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -2626833.000000 Penalty: 11518.300781
	Iteration 94Q: 3 clusters Score -2626833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -2626833.250000 Penalty: 11518.300781
	Iteration 95Q: 3 clusters Score -2626833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -2626852.250000 Penalty: 11518.300781
	Iteration 96Q: 3 clusters Score -2626852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -2626856.000000 Penalty: 11518.300781
	Iteration 97Q: 3 clusters Score -2626856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -2626861.750000 Penalty: 11518.300781
	Iteration 98Q: 3 clusters Score -2626862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -2626871.000000 Penalty: 11518.300781
	Iteration 99Q: 3 clusters Score -2626871 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -2626887.750000 Penalty: 11518.300781
	Iteration 100F: 3 clusters Score -2626888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -2626889.000000 Penalty: 11518.300781
	Iteration 101Q: 3 clusters Score -2626889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -2626899.250000 Penalty: 11518.300781
	Iteration 102Q: 3 clusters Score -2626899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -2626907.750000 Penalty: 11518.300781
	Iteration 103Q: 3 clusters Score -2626908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -2626910.750000 Penalty: 11518.300781
	Iteration 104Q: 3 clusters Score -2626911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -2626919.500000 Penalty: 11518.300781
	Iteration 105Q: 3 clusters Score -2626920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -2626931.250000 Penalty: 11518.300781
	Iteration 106Q: 3 clusters Score -2626931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -2626941.750000 Penalty: 11518.300781
	Iteration 107Q: 3 clusters Score -2626942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -2626942.500000 Penalty: 11518.300781
	Iteration 108Q: 3 clusters Score -2626942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -2626941.500000 Penalty: 11518.300781
	Iteration 109Q: 3 clusters Score -2626942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -2626946.500000 Penalty: 11518.300781
	Iteration 110Q: 3 clusters Score -2626946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -2626945.250000 Penalty: 11518.300781
	Iteration 111Q: 3 clusters Score -2626945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -2626945.250000 Penalty: 11518.300781
	Iteration 112F: 3 clusters Score -2626945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (35193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35193 members 
Entering Unmasked Estep 
Score: -7839975.000000 Penalty: 6412.019043
	Iteration 0F: 2 clusters Score -7839975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -7813861.000000 Penalty: 12824.038086
	Iteration 0F: 3 clusters Score -7813861 nChanged 15050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -7822015.000000 Penalty: 12824.038086
	Iteration 1F: 3 clusters Score -7822015 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -7822949.000000 Penalty: 12824.038086
	Iteration 2F: 3 clusters Score -7822949 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -7823719.500000 Penalty: 12824.038086
	Iteration 3Q: 3 clusters Score -7823720 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -7824393.000000 Penalty: 12824.038086
	Iteration 4Q: 3 clusters Score -7824393 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -7825058.500000 Penalty: 12824.038086
	Iteration 5Q: 3 clusters Score -7825058 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -7825762.500000 Penalty: 12824.038086
	Iteration 6Q: 3 clusters Score -7825762 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -7826536.000000 Penalty: 12824.038086
	Iteration 7Q: 3 clusters Score -7826536 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -7827342.000000 Penalty: 12824.038086
	Iteration 8Q: 3 clusters Score -7827342 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -7828195.000000 Penalty: 12824.038086
	Iteration 9Q: 3 clusters Score -7828195 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -7829122.000000 Penalty: 12824.038086
	Iteration 10Q: 3 clusters Score -7829122 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -7830100.500000 Penalty: 12824.038086
	Iteration 11Q: 3 clusters Score -7830100 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -7831033.500000 Penalty: 12824.038086
	Iteration 12Q: 3 clusters Score -7831034 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -7831924.000000 Penalty: 12824.038086
	Iteration 13Q: 3 clusters Score -7831924 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22404 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -7832829.500000 Penalty: 12824.038086
	Iteration 14Q: 3 clusters Score -7832830 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -7833696.000000 Penalty: 12824.038086
	Iteration 15Q: 3 clusters Score -7833696 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -7834422.000000 Penalty: 12824.038086
	Iteration 16Q: 3 clusters Score -7834422 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -7834944.000000 Penalty: 12824.038086
	Iteration 17Q: 3 clusters Score -7834944 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -7835411.500000 Penalty: 12824.038086
	Iteration 18Q: 3 clusters Score -7835412 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -7835641.500000 Penalty: 12824.038086
	Iteration 19Q: 3 clusters Score -7835642 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -7835755.000000 Penalty: 12824.038086
	Iteration 20F: 3 clusters Score -7835755 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -7835814.000000 Penalty: 12824.038086
	Iteration 21Q: 3 clusters Score -7835814 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -7835832.000000 Penalty: 12824.038086
	Iteration 22Q: 3 clusters Score -7835832 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -7835853.000000 Penalty: 12824.038086
	Iteration 23Q: 3 clusters Score -7835853 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -7835860.000000 Penalty: 12824.038086
	Iteration 24Q: 3 clusters Score -7835860 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -7835881.500000 Penalty: 12824.038086
	Iteration 25Q: 3 clusters Score -7835882 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -7835903.500000 Penalty: 12824.038086
	Iteration 26Q: 3 clusters Score -7835904 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -7835918.000000 Penalty: 12824.038086
	Iteration 27Q: 3 clusters Score -7835918 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -7835900.500000 Penalty: 12824.038086
	Iteration 28Q: 3 clusters Score -7835900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -7835907.000000 Penalty: 12824.038086
	Iteration 29Q: 3 clusters Score -7835907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -7835909.500000 Penalty: 12824.038086
	Iteration 30Q: 3 clusters Score -7835910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -7835910.500000 Penalty: 12824.038086
	Iteration 31Q: 3 clusters Score -7835910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -7835908.000000 Penalty: 12824.038086
	Iteration 32Q: 3 clusters Score -7835908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -7835900.000000 Penalty: 12824.038086
	Iteration 33Q: 3 clusters Score -7835900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -7835905.000000 Penalty: 12824.038086
	Iteration 34Q: 3 clusters Score -7835905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -7835900.500000 Penalty: 12824.038086
	Iteration 35Q: 3 clusters Score -7835900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -7835899.000000 Penalty: 12824.038086
	Iteration 36Q: 3 clusters Score -7835899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -7835894.500000 Penalty: 12824.038086
	Iteration 37Q: 3 clusters Score -7835894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -7835900.000000 Penalty: 12824.038086
	Iteration 38Q: 3 clusters Score -7835900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -7835893.000000 Penalty: 12824.038086
	Iteration 39Q: 3 clusters Score -7835893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -7835893.500000 Penalty: 12824.038086
	Iteration 40F: 3 clusters Score -7835894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -7835896.500000 Penalty: 12824.038086
	Iteration 41Q: 3 clusters Score -7835896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -7835895.500000 Penalty: 12824.038086
	Iteration 42Q: 3 clusters Score -7835896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -7835912.000000 Penalty: 12824.038086
	Iteration 43Q: 3 clusters Score -7835912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -7835915.000000 Penalty: 12824.038086
	Iteration 44Q: 3 clusters Score -7835915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -7835921.000000 Penalty: 12824.038086
	Iteration 45Q: 3 clusters Score -7835921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -7835910.500000 Penalty: 12824.038086
	Iteration 46Q: 3 clusters Score -7835910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -7835918.000000 Penalty: 12824.038086
	Iteration 47Q: 3 clusters Score -7835918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -7835926.000000 Penalty: 12824.038086
	Iteration 48Q: 3 clusters Score -7835926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -7835926.000000 Penalty: 12824.038086
	Iteration 49F: 3 clusters Score -7835926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Entering Unmasked Estep 
Score: -1491052.750000 Penalty: 5418.655762
	Iteration 0F: 2 clusters Score -1491053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1482769.875000 Penalty: 10837.311523
	Iteration 0F: 3 clusters Score -1482770 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1484353.750000 Penalty: 10837.311523
	Iteration 1F: 3 clusters Score -1484354 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1484762.500000 Penalty: 10837.311523
	Iteration 2F: 3 clusters Score -1484762 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1485020.375000 Penalty: 10837.311523
	Iteration 3Q: 3 clusters Score -1485020 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1485224.375000 Penalty: 10837.311523
	Iteration 4Q: 3 clusters Score -1485224 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1485408.625000 Penalty: 10837.311523
	Iteration 5Q: 3 clusters Score -1485409 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1485584.375000 Penalty: 10837.311523
	Iteration 6Q: 3 clusters Score -1485584 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1485756.375000 Penalty: 10837.311523
	Iteration 7Q: 3 clusters Score -1485756 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1485929.250000 Penalty: 10837.311523
	Iteration 8Q: 3 clusters Score -1485929 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1486089.750000 Penalty: 10837.311523
	Iteration 9Q: 3 clusters Score -1486090 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1486225.125000 Penalty: 10837.311523
	Iteration 10Q: 3 clusters Score -1486225 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1486316.500000 Penalty: 10837.311523
	Iteration 11Q: 3 clusters Score -1486316 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1486417.250000 Penalty: 10837.311523
	Iteration 12Q: 3 clusters Score -1486417 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1486505.000000 Penalty: 10837.311523
	Iteration 13Q: 3 clusters Score -1486505 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1486596.125000 Penalty: 10837.311523
	Iteration 14Q: 3 clusters Score -1486596 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1486684.875000 Penalty: 10837.311523
	Iteration 15Q: 3 clusters Score -1486685 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1486740.375000 Penalty: 10837.311523
	Iteration 16Q: 3 clusters Score -1486740 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1486798.375000 Penalty: 10837.311523
	Iteration 17Q: 3 clusters Score -1486798 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1486843.250000 Penalty: 10837.311523
	Iteration 18Q: 3 clusters Score -1486843 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1486892.250000 Penalty: 10837.311523
	Iteration 19Q: 3 clusters Score -1486892 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1486929.750000 Penalty: 10837.311523
	Iteration 20F: 3 clusters Score -1486930 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1486956.750000 Penalty: 10837.311523
	Iteration 21Q: 3 clusters Score -1486957 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1486988.500000 Penalty: 10837.311523
	Iteration 22Q: 3 clusters Score -1486988 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1487019.500000 Penalty: 10837.311523
	Iteration 23Q: 3 clusters Score -1487020 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1487045.875000 Penalty: 10837.311523
	Iteration 24Q: 3 clusters Score -1487046 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1487068.000000 Penalty: 10837.311523
	Iteration 25Q: 3 clusters Score -1487068 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1487085.125000 Penalty: 10837.311523
	Iteration 26Q: 3 clusters Score -1487085 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1487102.625000 Penalty: 10837.311523
	Iteration 27Q: 3 clusters Score -1487103 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1487113.375000 Penalty: 10837.311523
	Iteration 28Q: 3 clusters Score -1487113 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1487124.250000 Penalty: 10837.311523
	Iteration 29Q: 3 clusters Score -1487124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1487134.125000 Penalty: 10837.311523
	Iteration 30Q: 3 clusters Score -1487134 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1487146.750000 Penalty: 10837.311523
	Iteration 31Q: 3 clusters Score -1487147 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1487153.125000 Penalty: 10837.311523
	Iteration 32Q: 3 clusters Score -1487153 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1487165.875000 Penalty: 10837.311523
	Iteration 33Q: 3 clusters Score -1487166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1487172.250000 Penalty: 10837.311523
	Iteration 34Q: 3 clusters Score -1487172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1487179.000000 Penalty: 10837.311523
	Iteration 35Q: 3 clusters Score -1487179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1487183.125000 Penalty: 10837.311523
	Iteration 36Q: 3 clusters Score -1487183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1487180.750000 Penalty: 10837.311523
	Iteration 37Q: 3 clusters Score -1487181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1487183.000000 Penalty: 10837.311523
	Iteration 38Q: 3 clusters Score -1487183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1487192.000000 Penalty: 10837.311523
	Iteration 39Q: 3 clusters Score -1487192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1487197.875000 Penalty: 10837.311523
	Iteration 40F: 3 clusters Score -1487198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1487200.750000 Penalty: 10837.311523
	Iteration 41Q: 3 clusters Score -1487201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1487210.000000 Penalty: 10837.311523
	Iteration 42Q: 3 clusters Score -1487210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1487222.000000 Penalty: 10837.311523
	Iteration 43Q: 3 clusters Score -1487222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1487225.250000 Penalty: 10837.311523
	Iteration 44Q: 3 clusters Score -1487225 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1487232.500000 Penalty: 10837.311523
	Iteration 45Q: 3 clusters Score -1487232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1487237.000000 Penalty: 10837.311523
	Iteration 46Q: 3 clusters Score -1487237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1487242.250000 Penalty: 10837.311523
	Iteration 47Q: 3 clusters Score -1487242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1487245.000000 Penalty: 10837.311523
	Iteration 48Q: 3 clusters Score -1487245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1487255.125000 Penalty: 10837.311523
	Iteration 49Q: 3 clusters Score -1487255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1487261.125000 Penalty: 10837.311523
	Iteration 50Q: 3 clusters Score -1487261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1487264.500000 Penalty: 10837.311523
	Iteration 51Q: 3 clusters Score -1487264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1487269.375000 Penalty: 10837.311523
	Iteration 52Q: 3 clusters Score -1487269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1487271.875000 Penalty: 10837.311523
	Iteration 53Q: 3 clusters Score -1487272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1487278.375000 Penalty: 10837.311523
	Iteration 54Q: 3 clusters Score -1487278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1487281.500000 Penalty: 10837.311523
	Iteration 55Q: 3 clusters Score -1487282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1487281.625000 Penalty: 10837.311523
	Iteration 56Q: 3 clusters Score -1487282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1487281.625000 Penalty: 10837.311523
	Iteration 57F: 3 clusters Score -1487282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Entering Unmasked Estep 
Score: -1125107.500000 Penalty: 5237.851562
	Iteration 0F: 2 clusters Score -1125108 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 2603 members 
Entering Unmasked Estep 
Score: -1117926.250000 Penalty: 10475.703125
	Iteration 0F: 3 clusters Score -1117926 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1119094.875000 Penalty: 10475.703125
	Iteration 1F: 3 clusters Score -1119095 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1119416.250000 Penalty: 10475.703125
	Iteration 2F: 3 clusters Score -1119416 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1119562.875000 Penalty: 10475.703125
	Iteration 3Q: 3 clusters Score -1119563 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1119649.125000 Penalty: 10475.703125
	Iteration 4Q: 3 clusters Score -1119649 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1119714.000000 Penalty: 10475.703125
	Iteration 5Q: 3 clusters Score -1119714 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1119763.250000 Penalty: 10475.703125
	Iteration 6Q: 3 clusters Score -1119763 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1119793.500000 Penalty: 10475.703125
	Iteration 7Q: 3 clusters Score -1119794 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1119817.500000 Penalty: 10475.703125
	Iteration 8Q: 3 clusters Score -1119818 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1119837.250000 Penalty: 10475.703125
	Iteration 9Q: 3 clusters Score -1119837 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1119851.500000 Penalty: 10475.703125
	Iteration 10Q: 3 clusters Score -1119852 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1119860.625000 Penalty: 10475.703125
	Iteration 11Q: 3 clusters Score -1119861 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1119871.750000 Penalty: 10475.703125
	Iteration 12Q: 3 clusters Score -1119872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1119876.000000 Penalty: 10475.703125
	Iteration 13Q: 3 clusters Score -1119876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1119877.500000 Penalty: 10475.703125
	Iteration 14Q: 3 clusters Score -1119878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1119878.250000 Penalty: 10475.703125
	Iteration 15Q: 3 clusters Score -1119878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1119884.000000 Penalty: 10475.703125
	Iteration 16Q: 3 clusters Score -1119884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1119888.875000 Penalty: 10475.703125
	Iteration 17Q: 3 clusters Score -1119889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1119890.000000 Penalty: 10475.703125
	Iteration 18Q: 3 clusters Score -1119890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1119893.500000 Penalty: 10475.703125
	Iteration 19Q: 3 clusters Score -1119894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1119897.125000 Penalty: 10475.703125
	Iteration 20F: 3 clusters Score -1119897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1119900.750000 Penalty: 10475.703125
	Iteration 21Q: 3 clusters Score -1119901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1119906.250000 Penalty: 10475.703125
	Iteration 22Q: 3 clusters Score -1119906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1119912.250000 Penalty: 10475.703125
	Iteration 23Q: 3 clusters Score -1119912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1119912.250000 Penalty: 10475.703125
	Iteration 24Q: 3 clusters Score -1119912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1119917.375000 Penalty: 10475.703125
	Iteration 25Q: 3 clusters Score -1119917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1119917.375000 Penalty: 10475.703125
	Iteration 26Q: 3 clusters Score -1119917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1119918.125000 Penalty: 10475.703125
	Iteration 27Q: 3 clusters Score -1119918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1119922.500000 Penalty: 10475.703125
	Iteration 28Q: 3 clusters Score -1119922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1119927.625000 Penalty: 10475.703125
	Iteration 29Q: 3 clusters Score -1119928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1119933.250000 Penalty: 10475.703125
	Iteration 30Q: 3 clusters Score -1119933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1119937.625000 Penalty: 10475.703125
	Iteration 31Q: 3 clusters Score -1119938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1119936.625000 Penalty: 10475.703125
	Iteration 32Q: 3 clusters Score -1119937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1119936.750000 Penalty: 10475.703125
	Iteration 33Q: 3 clusters Score -1119937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1119938.000000 Penalty: 10475.703125
	Iteration 34Q: 3 clusters Score -1119938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1119936.875000 Penalty: 10475.703125
	Iteration 35Q: 3 clusters Score -1119937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1119939.375000 Penalty: 10475.703125
	Iteration 36Q: 3 clusters Score -1119939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1119944.750000 Penalty: 10475.703125
	Iteration 37Q: 3 clusters Score -1119945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1119947.250000 Penalty: 10475.703125
	Iteration 38Q: 3 clusters Score -1119947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1119947.750000 Penalty: 10475.703125
	Iteration 39Q: 3 clusters Score -1119948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1119950.625000 Penalty: 10475.703125
	Iteration 40F: 3 clusters Score -1119951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1119952.250000 Penalty: 10475.703125
	Iteration 41Q: 3 clusters Score -1119952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1119958.375000 Penalty: 10475.703125
	Iteration 42Q: 3 clusters Score -1119958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1119961.875000 Penalty: 10475.703125
	Iteration 43Q: 3 clusters Score -1119962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1119966.125000 Penalty: 10475.703125
	Iteration 44Q: 3 clusters Score -1119966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1119970.125000 Penalty: 10475.703125
	Iteration 45Q: 3 clusters Score -1119970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1119969.875000 Penalty: 10475.703125
	Iteration 46Q: 3 clusters Score -1119970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1119970.750000 Penalty: 10475.703125
	Iteration 47Q: 3 clusters Score -1119971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1119970.750000 Penalty: 10475.703125
	Iteration 48F: 3 clusters Score -1119971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (35644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35644 members 
Entering Unmasked Estep 
Score: -8075667.000000 Penalty: 6419.817871
	Iteration 0F: 2 clusters Score -8075667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -8049194.500000 Penalty: 12839.635742
	Iteration 0F: 3 clusters Score -8049194 nChanged 15377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -8057424.000000 Penalty: 12839.635742
	Iteration 1F: 3 clusters Score -8057424 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -8058151.500000 Penalty: 12839.635742
	Iteration 2F: 3 clusters Score -8058152 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -8058821.000000 Penalty: 12839.635742
	Iteration 3Q: 3 clusters Score -8058821 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -8059380.000000 Penalty: 12839.635742
	Iteration 4Q: 3 clusters Score -8059380 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -8059978.000000 Penalty: 12839.635742
	Iteration 5Q: 3 clusters Score -8059978 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -8060731.000000 Penalty: 12839.635742
	Iteration 6Q: 3 clusters Score -8060731 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -8061615.000000 Penalty: 12839.635742
	Iteration 7Q: 3 clusters Score -8061615 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -8062722.000000 Penalty: 12839.635742
	Iteration 8F: 3 clusters Score -8062722 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -8064109.500000 Penalty: 12839.635742
	Iteration 9F: 3 clusters Score -8064110 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -8065533.500000 Penalty: 12839.635742
	Iteration 10F: 3 clusters Score -8065534 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -8066827.500000 Penalty: 12839.635742
	Iteration 11Q: 3 clusters Score -8066828 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29409 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -8067825.000000 Penalty: 12839.635742
	Iteration 12Q: 3 clusters Score -8067825 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30432 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -8068665.000000 Penalty: 12839.635742
	Iteration 13Q: 3 clusters Score -8068665 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31206 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -8069163.000000 Penalty: 12839.635742
	Iteration 14Q: 3 clusters Score -8069163 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31815 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -8069538.000000 Penalty: 12839.635742
	Iteration 15Q: 3 clusters Score -8069538 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32268 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -8069792.000000 Penalty: 12839.635742
	Iteration 16Q: 3 clusters Score -8069792 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32602 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -8069965.500000 Penalty: 12839.635742
	Iteration 17Q: 3 clusters Score -8069966 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32868 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -8070113.000000 Penalty: 12839.635742
	Iteration 18Q: 3 clusters Score -8070113 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33064 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -8070204.000000 Penalty: 12839.635742
	Iteration 19Q: 3 clusters Score -8070204 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33219 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -8070288.500000 Penalty: 12839.635742
	Iteration 20F: 3 clusters Score -8070288 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33348 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -8070344.000000 Penalty: 12839.635742
	Iteration 21Q: 3 clusters Score -8070344 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33443 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -8070386.500000 Penalty: 12839.635742
	Iteration 22Q: 3 clusters Score -8070386 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33503 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -8070430.000000 Penalty: 12839.635742
	Iteration 23Q: 3 clusters Score -8070430 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -8070454.500000 Penalty: 12839.635742
	Iteration 24Q: 3 clusters Score -8070454 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33624 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -8070477.000000 Penalty: 12839.635742
	Iteration 25Q: 3 clusters Score -8070477 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33670 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -8070500.000000 Penalty: 12839.635742
	Iteration 26Q: 3 clusters Score -8070500 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33705 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -8070510.000000 Penalty: 12839.635742
	Iteration 27Q: 3 clusters Score -8070510 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33730 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -8070536.000000 Penalty: 12839.635742
	Iteration 28Q: 3 clusters Score -8070536 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33761 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -8070542.000000 Penalty: 12839.635742
	Iteration 29Q: 3 clusters Score -8070542 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33789 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -8070542.500000 Penalty: 12839.635742
	Iteration 30Q: 3 clusters Score -8070542 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33812 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -8070559.500000 Penalty: 12839.635742
	Iteration 31Q: 3 clusters Score -8070560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -8070580.500000 Penalty: 12839.635742
	Iteration 32Q: 3 clusters Score -8070580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33840 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -8070596.000000 Penalty: 12839.635742
	Iteration 33Q: 3 clusters Score -8070596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33847 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -8070589.500000 Penalty: 12839.635742
	Iteration 34Q: 3 clusters Score -8070590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33852 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -8070597.500000 Penalty: 12839.635742
	Iteration 35Q: 3 clusters Score -8070598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33853 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -8070603.000000 Penalty: 12839.635742
	Iteration 36Q: 3 clusters Score -8070603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33856 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -8070600.000000 Penalty: 12839.635742
	Iteration 37Q: 3 clusters Score -8070600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33857 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -8070583.000000 Penalty: 12839.635742
	Iteration 38Q: 3 clusters Score -8070583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33858 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -8070584.000000 Penalty: 12839.635742
	Iteration 39Q: 3 clusters Score -8070584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33860 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -8070590.500000 Penalty: 12839.635742
	Iteration 40F: 3 clusters Score -8070590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33861 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -8070598.000000 Penalty: 12839.635742
	Iteration 41Q: 3 clusters Score -8070598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33861 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -8070598.000000 Penalty: 12839.635742
	Iteration 42F: 3 clusters Score -8070598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (102264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102264 members 
Entering Unmasked Estep 
Score: -22892686.000000 Penalty: 7065.378906
	Iteration 0F: 2 clusters Score -2.289269e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51123 members 
Mstep: Class 2 contains 51141 members 
Entering Unmasked Estep 
Score: -22822986.000000 Penalty: 14130.757812
	Iteration 0F: 3 clusters Score -2.282299e+07 nChanged 46892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51349 members 
Mstep: Class 2 contains 50915 members 
Entering Unmasked Estep 
Score: -22849890.000000 Penalty: 14130.757812
	Iteration 1F: 3 clusters Score -2.284989e+07 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51534 members 
Mstep: Class 2 contains 50730 members 
Entering Unmasked Estep 
Score: -22852902.000000 Penalty: 14130.757812
	Iteration 2F: 3 clusters Score -2.28529e+07 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51977 members 
Mstep: Class 2 contains 50287 members 
Entering Unmasked Estep 
Score: -22856512.000000 Penalty: 14130.757812
	Iteration 3F: 3 clusters Score -2.285651e+07 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52626 members 
Mstep: Class 2 contains 49638 members 
Entering Unmasked Estep 
Score: -22858850.000000 Penalty: 14130.757812
	Iteration 4F: 3 clusters Score -2.285885e+07 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53569 members 
Mstep: Class 2 contains 48695 members 
Entering Unmasked Estep 
Score: -22860522.000000 Penalty: 14130.757812
	Iteration 5Q: 3 clusters Score -2.286052e+07 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54992 members 
Mstep: Class 2 contains 47272 members 
Entering Unmasked Estep 
Score: -22862006.000000 Penalty: 14130.757812
	Iteration 6Q: 3 clusters Score -2.286201e+07 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56873 members 
Mstep: Class 2 contains 45391 members 
Entering Unmasked Estep 
Score: -22863684.000000 Penalty: 14130.757812
	Iteration 7Q: 3 clusters Score -2.286368e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59481 members 
Mstep: Class 2 contains 42783 members 
Entering Unmasked Estep 
Score: -22865622.000000 Penalty: 14130.757812
	Iteration 8Q: 3 clusters Score -2.286562e+07 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62792 members 
Mstep: Class 2 contains 39472 members 
Entering Unmasked Estep 
Score: -22868332.000000 Penalty: 14130.757812
	Iteration 9Q: 3 clusters Score -2.286833e+07 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66841 members 
Mstep: Class 2 contains 35423 members 
Entering Unmasked Estep 
Score: -22872066.000000 Penalty: 14130.757812
	Iteration 10F: 3 clusters Score -2.287207e+07 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71355 members 
Mstep: Class 2 contains 30909 members 
Entering Unmasked Estep 
Score: -22876456.000000 Penalty: 14130.757812
	Iteration 11F: 3 clusters Score -2.287646e+07 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75845 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -22881744.000000 Penalty: 14130.757812
	Iteration 12F: 3 clusters Score -2.288174e+07 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79368 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -22888576.000000 Penalty: 14130.757812
	Iteration 13Q: 3 clusters Score -2.288858e+07 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80855 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -22894954.000000 Penalty: 14130.757812
	Iteration 14Q: 3 clusters Score -2.289495e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80236 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -22897098.000000 Penalty: 14130.757812
	Iteration 15Q: 3 clusters Score -2.28971e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79037 members 
Mstep: Class 2 contains 23227 members 
Entering Unmasked Estep 
Score: -22898240.000000 Penalty: 14130.757812
	Iteration 16Q: 3 clusters Score -2.289824e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77591 members 
Mstep: Class 2 contains 24673 members 
Entering Unmasked Estep 
Score: -22899072.000000 Penalty: 14130.757812
	Iteration 17Q: 3 clusters Score -2.289907e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75928 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -22900178.000000 Penalty: 14130.757812
	Iteration 18Q: 3 clusters Score -2.290018e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74060 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -22901554.000000 Penalty: 14130.757812
	Iteration 19Q: 3 clusters Score -2.290155e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71938 members 
Mstep: Class 2 contains 30326 members 
Entering Unmasked Estep 
Score: -22904320.000000 Penalty: 14130.757812
	Iteration 20F: 3 clusters Score -2.290432e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69203 members 
Mstep: Class 2 contains 33061 members 
Entering Unmasked Estep 
Score: -22909652.000000 Penalty: 14130.757812
	Iteration 21Q: 3 clusters Score -2.290965e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66424 members 
Mstep: Class 2 contains 35840 members 
Entering Unmasked Estep 
Score: -22913172.000000 Penalty: 14130.757812
	Iteration 22Q: 3 clusters Score -2.291317e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63914 members 
Mstep: Class 2 contains 38350 members 
Entering Unmasked Estep 
Score: -22915324.000000 Penalty: 14130.757812
	Iteration 23Q: 3 clusters Score -2.291532e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61472 members 
Mstep: Class 2 contains 40792 members 
Entering Unmasked Estep 
Score: -22917572.000000 Penalty: 14130.757812
	Iteration 24Q: 3 clusters Score -2.291757e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58989 members 
Mstep: Class 2 contains 43275 members 
Entering Unmasked Estep 
Score: -22921086.000000 Penalty: 14130.757812
	Iteration 25Q: 3 clusters Score -2.292109e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56344 members 
Mstep: Class 2 contains 45920 members 
Entering Unmasked Estep 
Score: -22926914.000000 Penalty: 14130.757812
	Iteration 26Q: 3 clusters Score -2.292691e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53921 members 
Mstep: Class 2 contains 48343 members 
Entering Unmasked Estep 
Score: -22932534.000000 Penalty: 14130.757812
	Iteration 27Q: 3 clusters Score -2.293253e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52367 members 
Mstep: Class 2 contains 49897 members 
Entering Unmasked Estep 
Score: -22934442.000000 Penalty: 14130.757812
	Iteration 28Q: 3 clusters Score -2.293444e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51455 members 
Mstep: Class 2 contains 50809 members 
Entering Unmasked Estep 
Score: -22935160.000000 Penalty: 14130.757812
	Iteration 29Q: 3 clusters Score -2.293516e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50939 members 
Mstep: Class 2 contains 51325 members 
Entering Unmasked Estep 
Score: -22935360.000000 Penalty: 14130.757812
	Iteration 30Q: 3 clusters Score -2.293536e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50663 members 
Mstep: Class 2 contains 51601 members 
Entering Unmasked Estep 
Score: -22935372.000000 Penalty: 14130.757812
	Iteration 31Q: 3 clusters Score -2.293537e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50521 members 
Mstep: Class 2 contains 51743 members 
Entering Unmasked Estep 
Score: -22935448.000000 Penalty: 14130.757812
	Iteration 32Q: 3 clusters Score -2.293545e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50456 members 
Mstep: Class 2 contains 51808 members 
Entering Unmasked Estep 
Score: -22935438.000000 Penalty: 14130.757812
	Iteration 33Q: 3 clusters Score -2.293544e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50431 members 
Mstep: Class 2 contains 51833 members 
Entering Unmasked Estep 
Score: -22935432.000000 Penalty: 14130.757812
	Iteration 34Q: 3 clusters Score -2.293543e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50417 members 
Mstep: Class 2 contains 51847 members 
Entering Unmasked Estep 
Score: -22935426.000000 Penalty: 14130.757812
	Iteration 35Q: 3 clusters Score -2.293543e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50414 members 
Mstep: Class 2 contains 51850 members 
Entering Unmasked Estep 
Score: -22935432.000000 Penalty: 14130.757812
	Iteration 36Q: 3 clusters Score -2.293543e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50411 members 
Mstep: Class 2 contains 51853 members 
Entering Unmasked Estep 
Score: -22935434.000000 Penalty: 14130.757812
	Iteration 37Q: 3 clusters Score -2.293543e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50407 members 
Mstep: Class 2 contains 51857 members 
Entering Unmasked Estep 
Score: -22935430.000000 Penalty: 14130.757812
	Iteration 38Q: 3 clusters Score -2.293543e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50407 members 
Mstep: Class 2 contains 51857 members 
Entering Unmasked Estep 
Score: -22935532.000000 Penalty: 14130.757812
	Iteration 39F: 3 clusters Score -2.293553e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50340 members 
Mstep: Class 2 contains 51924 members 
Entering Unmasked Estep 
Score: -22935528.000000 Penalty: 14130.757812
	Iteration 40F: 3 clusters Score -2.293553e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50307 members 
Mstep: Class 2 contains 51957 members 
Entering Unmasked Estep 
Score: -22935576.000000 Penalty: 14130.757812
	Iteration 41Q: 3 clusters Score -2.293558e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50286 members 
Mstep: Class 2 contains 51978 members 
Entering Unmasked Estep 
Score: -22935606.000000 Penalty: 14130.757812
	Iteration 42Q: 3 clusters Score -2.293561e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50275 members 
Mstep: Class 2 contains 51989 members 
Entering Unmasked Estep 
Score: -22935610.000000 Penalty: 14130.757812
	Iteration 43Q: 3 clusters Score -2.293561e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50272 members 
Mstep: Class 2 contains 51992 members 
Entering Unmasked Estep 
Score: -22935598.000000 Penalty: 14130.757812
	Iteration 44Q: 3 clusters Score -2.29356e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50270 members 
Mstep: Class 2 contains 51994 members 
Entering Unmasked Estep 
Score: -22935590.000000 Penalty: 14130.757812
	Iteration 45Q: 3 clusters Score -2.293559e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50270 members 
Mstep: Class 2 contains 51994 members 
Entering Unmasked Estep 
Score: -22935590.000000 Penalty: 14130.757812
	Iteration 46F: 3 clusters Score -2.293559e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 34896 members 
Mstep: Class 2 contains 12121 members 
Mstep: Class 3 contains 51994 members 
Mstep: Class 4 contains 35193 members 
Mstep: Class 5 contains 6952 members 
Mstep: Class 6 contains 5175 members 
Mstep: Class 7 contains 35644 members 
Mstep: Class 8 contains 50270 members 
Mstep: Class 9 contains 72542 members 
Mstep: Class 10 contains 13317 members 
Mstep: Class 11 contains 1294 members 
Mstep: Class 12 contains 2681 members 
Mstep: Class 13 contains 2663 members 
Mstep: Class 14 contains 71856 members 
Mstep: Class 15 contains 6915 members 
Mstep: Class 16 contains 147394 members 
Mstep: Class 17 contains 37312 members 
Mstep: Class 18 contains 6381 members 
Mstep: Class 19 contains 29408 members 
Mstep: Class 20 contains 2400 members 
Mstep: Class 21 contains 10103 members 
Mstep: Class 22 contains 81023 members 
Entering Unmasked Estep 
Score: -157207680.000000 Penalty: 181692.484375
Splitting cluster 8 changes total score from -157166752.000000 to -157207680.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 9 (72542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72542 members 
Entering Unmasked Estep 
Score: -16209526.000000 Penalty: 6855.051758
	Iteration 0F: 2 clusters Score -1.620953e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36249 members 
Mstep: Class 2 contains 36293 members 
Entering Unmasked Estep 
Score: -16159211.000000 Penalty: 13710.103516
	Iteration 0F: 3 clusters Score -1.615921e+07 nChanged 32630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35795 members 
Mstep: Class 2 contains 36747 members 
Entering Unmasked Estep 
Score: -16176861.000000 Penalty: 13710.103516
	Iteration 1F: 3 clusters Score -1.617686e+07 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35581 members 
Mstep: Class 2 contains 36961 members 
Entering Unmasked Estep 
Score: -16178516.000000 Penalty: 13710.103516
	Iteration 2Q: 3 clusters Score -1.617852e+07 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35060 members 
Mstep: Class 2 contains 37482 members 
Entering Unmasked Estep 
Score: -16180503.000000 Penalty: 13710.103516
	Iteration 3F: 3 clusters Score -1.61805e+07 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33961 members 
Mstep: Class 2 contains 38581 members 
Entering Unmasked Estep 
Score: -16182383.000000 Penalty: 13710.103516
	Iteration 4F: 3 clusters Score -1.618238e+07 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32228 members 
Mstep: Class 2 contains 40314 members 
Entering Unmasked Estep 
Score: -16184319.000000 Penalty: 13710.103516
	Iteration 5F: 3 clusters Score -1.618432e+07 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29796 members 
Mstep: Class 2 contains 42746 members 
Entering Unmasked Estep 
Score: -16186577.000000 Penalty: 13710.103516
	Iteration 6F: 3 clusters Score -1.618658e+07 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26844 members 
Mstep: Class 2 contains 45698 members 
Entering Unmasked Estep 
Score: -16188990.000000 Penalty: 13710.103516
	Iteration 7F: 3 clusters Score -1.618899e+07 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 49109 members 
Entering Unmasked Estep 
Score: -16191728.000000 Penalty: 13710.103516
	Iteration 8F: 3 clusters Score -1.619173e+07 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 52716 members 
Entering Unmasked Estep 
Score: -16194485.000000 Penalty: 13710.103516
	Iteration 9F: 3 clusters Score -1.619448e+07 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 56112 members 
Entering Unmasked Estep 
Score: -16197009.000000 Penalty: 13710.103516
	Iteration 10F: 3 clusters Score -1.619701e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 58987 members 
Entering Unmasked Estep 
Score: -16199014.000000 Penalty: 13710.103516
	Iteration 11Q: 3 clusters Score -1.619901e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 61355 members 
Entering Unmasked Estep 
Score: -16200744.000000 Penalty: 13710.103516
	Iteration 12Q: 3 clusters Score -1.620074e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 63224 members 
Entering Unmasked Estep 
Score: -16202004.000000 Penalty: 13710.103516
	Iteration 13Q: 3 clusters Score -1.6202e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 64677 members 
Entering Unmasked Estep 
Score: -16202918.000000 Penalty: 13710.103516
	Iteration 14Q: 3 clusters Score -1.620292e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 65808 members 
Entering Unmasked Estep 
Score: -16203668.000000 Penalty: 13710.103516
	Iteration 15Q: 3 clusters Score -1.620367e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 66644 members 
Entering Unmasked Estep 
Score: -16204135.000000 Penalty: 13710.103516
	Iteration 16Q: 3 clusters Score -1.620414e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 67283 members 
Entering Unmasked Estep 
Score: -16204556.000000 Penalty: 13710.103516
	Iteration 17Q: 3 clusters Score -1.620456e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 67766 members 
Entering Unmasked Estep 
Score: -16204868.000000 Penalty: 13710.103516
	Iteration 18Q: 3 clusters Score -1.620487e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 68114 members 
Entering Unmasked Estep 
Score: -16205047.000000 Penalty: 13710.103516
	Iteration 19Q: 3 clusters Score -1.620505e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 68413 members 
Entering Unmasked Estep 
Score: -16205242.000000 Penalty: 13710.103516
	Iteration 20F: 3 clusters Score -1.620524e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 68654 members 
Entering Unmasked Estep 
Score: -16205424.000000 Penalty: 13710.103516
	Iteration 21Q: 3 clusters Score -1.620542e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 68886 members 
Entering Unmasked Estep 
Score: -16205851.000000 Penalty: 13710.103516
	Iteration 22Q: 3 clusters Score -1.620585e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 69116 members 
Entering Unmasked Estep 
Score: -16206554.000000 Penalty: 13710.103516
	Iteration 23Q: 3 clusters Score -1.620655e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 69306 members 
Entering Unmasked Estep 
Score: -16207015.000000 Penalty: 13710.103516
	Iteration 24Q: 3 clusters Score -1.620702e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 69436 members 
Entering Unmasked Estep 
Score: -16207271.000000 Penalty: 13710.103516
	Iteration 25Q: 3 clusters Score -1.620727e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 69507 members 
Entering Unmasked Estep 
Score: -16207394.000000 Penalty: 13710.103516
	Iteration 26Q: 3 clusters Score -1.620739e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 69548 members 
Entering Unmasked Estep 
Score: -16207452.000000 Penalty: 13710.103516
	Iteration 27Q: 3 clusters Score -1.620745e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 69577 members 
Entering Unmasked Estep 
Score: -16207467.000000 Penalty: 13710.103516
	Iteration 28Q: 3 clusters Score -1.620747e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 69600 members 
Entering Unmasked Estep 
Score: -16207488.000000 Penalty: 13710.103516
	Iteration 29Q: 3 clusters Score -1.620749e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 69619 members 
Entering Unmasked Estep 
Score: -16207512.000000 Penalty: 13710.103516
	Iteration 30Q: 3 clusters Score -1.620751e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 69632 members 
Entering Unmasked Estep 
Score: -16207534.000000 Penalty: 13710.103516
	Iteration 31Q: 3 clusters Score -1.620753e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 69645 members 
Entering Unmasked Estep 
Score: -16207541.000000 Penalty: 13710.103516
	Iteration 32Q: 3 clusters Score -1.620754e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 69655 members 
Entering Unmasked Estep 
Score: -16207534.000000 Penalty: 13710.103516
	Iteration 33Q: 3 clusters Score -1.620753e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 69659 members 
Entering Unmasked Estep 
Score: -16207529.000000 Penalty: 13710.103516
	Iteration 34Q: 3 clusters Score -1.620753e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 69663 members 
Entering Unmasked Estep 
Score: -16207545.000000 Penalty: 13710.103516
	Iteration 35Q: 3 clusters Score -1.620754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 69665 members 
Entering Unmasked Estep 
Score: -16207542.000000 Penalty: 13710.103516
	Iteration 36Q: 3 clusters Score -1.620754e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 69665 members 
Entering Unmasked Estep 
Score: -16207542.000000 Penalty: 13710.103516
	Iteration 37F: 3 clusters Score -1.620754e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Entering Unmasked Estep 
Score: -2957446.250000 Penalty: 5816.788086
	Iteration 0F: 2 clusters Score -2957446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -2945121.750000 Penalty: 11633.576172
	Iteration 0F: 3 clusters Score -2945122 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -2948145.000000 Penalty: 11633.576172
	Iteration 1F: 3 clusters Score -2948145 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -2948971.250000 Penalty: 11633.576172
	Iteration 2F: 3 clusters Score -2948971 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -2949617.750000 Penalty: 11633.576172
	Iteration 3F: 3 clusters Score -2949618 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -2950159.000000 Penalty: 11633.576172
	Iteration 4F: 3 clusters Score -2950159 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -2950716.750000 Penalty: 11633.576172
	Iteration 5F: 3 clusters Score -2950717 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -2951202.750000 Penalty: 11633.576172
	Iteration 6Q: 3 clusters Score -2951203 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -2951606.250000 Penalty: 11633.576172
	Iteration 7Q: 3 clusters Score -2951606 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -2951947.000000 Penalty: 11633.576172
	Iteration 8Q: 3 clusters Score -2951947 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -2952277.250000 Penalty: 11633.576172
	Iteration 9Q: 3 clusters Score -2952277 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -2952631.000000 Penalty: 11633.576172
	Iteration 10Q: 3 clusters Score -2952631 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -2952989.250000 Penalty: 11633.576172
	Iteration 11Q: 3 clusters Score -2952989 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -2953412.250000 Penalty: 11633.576172
	Iteration 12Q: 3 clusters Score -2953412 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -2953785.750000 Penalty: 11633.576172
	Iteration 13Q: 3 clusters Score -2953786 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -2954074.250000 Penalty: 11633.576172
	Iteration 14Q: 3 clusters Score -2954074 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -2954299.750000 Penalty: 11633.576172
	Iteration 15Q: 3 clusters Score -2954300 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -2954427.000000 Penalty: 11633.576172
	Iteration 16Q: 3 clusters Score -2954427 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -2954527.250000 Penalty: 11633.576172
	Iteration 17Q: 3 clusters Score -2954527 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -2954590.750000 Penalty: 11633.576172
	Iteration 18Q: 3 clusters Score -2954591 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -2954634.500000 Penalty: 11633.576172
	Iteration 19Q: 3 clusters Score -2954634 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -2954679.500000 Penalty: 11633.576172
	Iteration 20F: 3 clusters Score -2954680 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -2954708.750000 Penalty: 11633.576172
	Iteration 21Q: 3 clusters Score -2954709 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -2954728.750000 Penalty: 11633.576172
	Iteration 22Q: 3 clusters Score -2954729 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -2954754.250000 Penalty: 11633.576172
	Iteration 23Q: 3 clusters Score -2954754 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -2954771.000000 Penalty: 11633.576172
	Iteration 24Q: 3 clusters Score -2954771 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -2954778.000000 Penalty: 11633.576172
	Iteration 25Q: 3 clusters Score -2954778 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -2954798.250000 Penalty: 11633.576172
	Iteration 26Q: 3 clusters Score -2954798 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -2954808.500000 Penalty: 11633.576172
	Iteration 27Q: 3 clusters Score -2954808 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -2954823.500000 Penalty: 11633.576172
	Iteration 28Q: 3 clusters Score -2954824 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -2954829.500000 Penalty: 11633.576172
	Iteration 29Q: 3 clusters Score -2954830 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -2954836.500000 Penalty: 11633.576172
	Iteration 30Q: 3 clusters Score -2954836 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -2954850.500000 Penalty: 11633.576172
	Iteration 31Q: 3 clusters Score -2954850 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -2954856.000000 Penalty: 11633.576172
	Iteration 32Q: 3 clusters Score -2954856 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -2954861.750000 Penalty: 11633.576172
	Iteration 33Q: 3 clusters Score -2954862 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -2954865.000000 Penalty: 11633.576172
	Iteration 34Q: 3 clusters Score -2954865 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -2954863.000000 Penalty: 11633.576172
	Iteration 35Q: 3 clusters Score -2954863 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -2954879.500000 Penalty: 11633.576172
	Iteration 36Q: 3 clusters Score -2954880 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -2954885.000000 Penalty: 11633.576172
	Iteration 37Q: 3 clusters Score -2954885 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -2954896.750000 Penalty: 11633.576172
	Iteration 38Q: 3 clusters Score -2954897 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -2954895.250000 Penalty: 11633.576172
	Iteration 39Q: 3 clusters Score -2954895 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -2954898.500000 Penalty: 11633.576172
	Iteration 40F: 3 clusters Score -2954898 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -2954899.500000 Penalty: 11633.576172
	Iteration 41Q: 3 clusters Score -2954900 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -2954917.500000 Penalty: 11633.576172
	Iteration 42Q: 3 clusters Score -2954918 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -2954924.250000 Penalty: 11633.576172
	Iteration 43Q: 3 clusters Score -2954924 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -2954927.000000 Penalty: 11633.576172
	Iteration 44Q: 3 clusters Score -2954927 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -2954930.000000 Penalty: 11633.576172
	Iteration 45Q: 3 clusters Score -2954930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -2954939.750000 Penalty: 11633.576172
	Iteration 46Q: 3 clusters Score -2954940 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -2954951.500000 Penalty: 11633.576172
	Iteration 47Q: 3 clusters Score -2954952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -2954957.250000 Penalty: 11633.576172
	Iteration 48Q: 3 clusters Score -2954957 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -2954960.000000 Penalty: 11633.576172
	Iteration 49Q: 3 clusters Score -2954960 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -2954966.250000 Penalty: 11633.576172
	Iteration 50Q: 3 clusters Score -2954966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -2954973.500000 Penalty: 11633.576172
	Iteration 51Q: 3 clusters Score -2954974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -2954969.250000 Penalty: 11633.576172
	Iteration 52Q: 3 clusters Score -2954969 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -2954980.250000 Penalty: 11633.576172
	Iteration 53Q: 3 clusters Score -2954980 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -2954988.000000 Penalty: 11633.576172
	Iteration 54Q: 3 clusters Score -2954988 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -2954993.750000 Penalty: 11633.576172
	Iteration 55Q: 3 clusters Score -2954994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -2955000.250000 Penalty: 11633.576172
	Iteration 56Q: 3 clusters Score -2955000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -2955012.250000 Penalty: 11633.576172
	Iteration 57Q: 3 clusters Score -2955012 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -2955015.750000 Penalty: 11633.576172
	Iteration 58Q: 3 clusters Score -2955016 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -2955019.750000 Penalty: 11633.576172
	Iteration 59Q: 3 clusters Score -2955020 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -2955033.000000 Penalty: 11633.576172
	Iteration 60F: 3 clusters Score -2955033 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -2955038.500000 Penalty: 11633.576172
	Iteration 61Q: 3 clusters Score -2955038 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -2955051.750000 Penalty: 11633.576172
	Iteration 62Q: 3 clusters Score -2955052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -2955051.750000 Penalty: 11633.576172
	Iteration 63Q: 3 clusters Score -2955052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -2955063.250000 Penalty: 11633.576172
	Iteration 64Q: 3 clusters Score -2955063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -2955061.750000 Penalty: 11633.576172
	Iteration 65Q: 3 clusters Score -2955062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -2955061.750000 Penalty: 11633.576172
	Iteration 66Q: 3 clusters Score -2955062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -2955060.750000 Penalty: 11633.576172
	Iteration 67Q: 3 clusters Score -2955061 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -2955070.000000 Penalty: 11633.576172
	Iteration 68Q: 3 clusters Score -2955070 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -2955078.250000 Penalty: 11633.576172
	Iteration 69Q: 3 clusters Score -2955078 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -2955101.250000 Penalty: 11633.576172
	Iteration 70Q: 3 clusters Score -2955101 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -2955097.250000 Penalty: 11633.576172
	Iteration 71Q: 3 clusters Score -2955097 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -2955104.250000 Penalty: 11633.576172
	Iteration 72Q: 3 clusters Score -2955104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -2955103.000000 Penalty: 11633.576172
	Iteration 73Q: 3 clusters Score -2955103 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -2955107.000000 Penalty: 11633.576172
	Iteration 74Q: 3 clusters Score -2955107 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -2955125.000000 Penalty: 11633.576172
	Iteration 75Q: 3 clusters Score -2955125 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -2955120.750000 Penalty: 11633.576172
	Iteration 76Q: 3 clusters Score -2955121 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -2955120.000000 Penalty: 11633.576172
	Iteration 77Q: 3 clusters Score -2955120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -2955125.750000 Penalty: 11633.576172
	Iteration 78Q: 3 clusters Score -2955126 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -2955133.250000 Penalty: 11633.576172
	Iteration 79Q: 3 clusters Score -2955133 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -2955138.250000 Penalty: 11633.576172
	Iteration 80F: 3 clusters Score -2955138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -2955154.000000 Penalty: 11633.576172
	Iteration 81Q: 3 clusters Score -2955154 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -2955151.500000 Penalty: 11633.576172
	Iteration 82Q: 3 clusters Score -2955152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -2955160.500000 Penalty: 11633.576172
	Iteration 83Q: 3 clusters Score -2955160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -2955160.000000 Penalty: 11633.576172
	Iteration 84Q: 3 clusters Score -2955160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -2955164.500000 Penalty: 11633.576172
	Iteration 85Q: 3 clusters Score -2955164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -2955164.500000 Penalty: 11633.576172
	Iteration 86Q: 3 clusters Score -2955164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -2955168.750000 Penalty: 11633.576172
	Iteration 87Q: 3 clusters Score -2955169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -2955166.250000 Penalty: 11633.576172
	Iteration 88Q: 3 clusters Score -2955166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -2955170.500000 Penalty: 11633.576172
	Iteration 89Q: 3 clusters Score -2955170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -2955172.750000 Penalty: 11633.576172
	Iteration 90Q: 3 clusters Score -2955173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -2955171.750000 Penalty: 11633.576172
	Iteration 91Q: 3 clusters Score -2955172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -2955171.750000 Penalty: 11633.576172
	Iteration 92F: 3 clusters Score -2955172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Entering Unmasked Estep 
Score: -255600.437500 Penalty: 4388.864746
	Iteration 0F: 2 clusters Score -255600.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -251357.578125 Penalty: 8777.729492
	Iteration 0F: 3 clusters Score -251357.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -252306.390625 Penalty: 8777.729492
	Iteration 1F: 3 clusters Score -252306.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -253311.781250 Penalty: 8777.729492
	Iteration 2F: 3 clusters Score -253311.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -254306.312500 Penalty: 8777.729492
	Iteration 3F: 3 clusters Score -254306.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -254766.562500 Penalty: 8777.729492
	Iteration 4F: 3 clusters Score -254766.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -254898.750000 Penalty: 8777.729492
	Iteration 5Q: 3 clusters Score -254898.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -254990.500000 Penalty: 8777.729492
	Iteration 6Q: 3 clusters Score -254990.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -255034.000000 Penalty: 8777.729492
	Iteration 7Q: 3 clusters Score -255034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -255059.687500 Penalty: 8777.729492
	Iteration 8Q: 3 clusters Score -255059.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -255068.203125 Penalty: 8777.729492
	Iteration 9Q: 3 clusters Score -255068.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -255081.640625 Penalty: 8777.729492
	Iteration 10Q: 3 clusters Score -255081.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -255086.203125 Penalty: 8777.729492
	Iteration 11Q: 3 clusters Score -255086.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -255089.281250 Penalty: 8777.729492
	Iteration 12Q: 3 clusters Score -255089.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -255091.015625 Penalty: 8777.729492
	Iteration 13Q: 3 clusters Score -255091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -255091.015625 Penalty: 8777.729492
	Iteration 14F: 3 clusters Score -255091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Entering Unmasked Estep 
Score: -557013.437500 Penalty: 4835.041504
	Iteration 0F: 2 clusters Score -557013.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -551602.937500 Penalty: 9670.083008
	Iteration 0F: 3 clusters Score -551602.9 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -552610.625000 Penalty: 9670.083008
	Iteration 1F: 3 clusters Score -552610.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -553068.625000 Penalty: 9670.083008
	Iteration 2F: 3 clusters Score -553068.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -553410.875000 Penalty: 9670.083008
	Iteration 3F: 3 clusters Score -553410.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -553680.625000 Penalty: 9670.083008
	Iteration 4F: 3 clusters Score -553680.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -553894.437500 Penalty: 9670.083008
	Iteration 5Q: 3 clusters Score -553894.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -554070.312500 Penalty: 9670.083008
	Iteration 6Q: 3 clusters Score -554070.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -554195.375000 Penalty: 9670.083008
	Iteration 7Q: 3 clusters Score -554195.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -554313.437500 Penalty: 9670.083008
	Iteration 8Q: 3 clusters Score -554313.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -554414.562500 Penalty: 9670.083008
	Iteration 9Q: 3 clusters Score -554414.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -554487.062500 Penalty: 9670.083008
	Iteration 10Q: 3 clusters Score -554487.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -554536.062500 Penalty: 9670.083008
	Iteration 11Q: 3 clusters Score -554536.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -554579.500000 Penalty: 9670.083008
	Iteration 12Q: 3 clusters Score -554579.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -554620.687500 Penalty: 9670.083008
	Iteration 13Q: 3 clusters Score -554620.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -554650.750000 Penalty: 9670.083008
	Iteration 14Q: 3 clusters Score -554650.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -554670.937500 Penalty: 9670.083008
	Iteration 15Q: 3 clusters Score -554670.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -554695.500000 Penalty: 9670.083008
	Iteration 16Q: 3 clusters Score -554695.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -554711.062500 Penalty: 9670.083008
	Iteration 17Q: 3 clusters Score -554711.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -554725.687500 Penalty: 9670.083008
	Iteration 18Q: 3 clusters Score -554725.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -554737.937500 Penalty: 9670.083008
	Iteration 19Q: 3 clusters Score -554737.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -554761.437500 Penalty: 9670.083008
	Iteration 20F: 3 clusters Score -554761.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -554787.000000 Penalty: 9670.083008
	Iteration 21Q: 3 clusters Score -554787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -554793.250000 Penalty: 9670.083008
	Iteration 22Q: 3 clusters Score -554793.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -554802.375000 Penalty: 9670.083008
	Iteration 23Q: 3 clusters Score -554802.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -554809.750000 Penalty: 9670.083008
	Iteration 24Q: 3 clusters Score -554809.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -554809.750000 Penalty: 9670.083008
	Iteration 25F: 3 clusters Score -554809.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Entering Unmasked Estep 
Score: -533522.687500 Penalty: 4830.915039
	Iteration 0F: 2 clusters Score -533522.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -528473.375000 Penalty: 9661.830078
	Iteration 0F: 3 clusters Score -528473.4 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -530213.312500 Penalty: 9661.830078
	Iteration 1F: 3 clusters Score -530213.3 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -532022.187500 Penalty: 9661.830078
	Iteration 2F: 3 clusters Score -532022.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -534097.750000 Penalty: 9661.830078
	Iteration 3F: 3 clusters Score -534097.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -535729.062500 Penalty: 9661.830078
	Iteration 4F: 3 clusters Score -535729.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -536493.562500 Penalty: 9661.830078
	Iteration 5Q: 3 clusters Score -536493.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -536861.812500 Penalty: 9661.830078
	Iteration 6Q: 3 clusters Score -536861.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -537392.875000 Penalty: 9661.830078
	Iteration 7Q: 3 clusters Score -537392.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -537909.187500 Penalty: 9661.830078
	Iteration 8Q: 3 clusters Score -537909.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -538133.812500 Penalty: 9661.830078
	Iteration 9Q: 3 clusters Score -538133.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -538472.812500 Penalty: 9661.830078
	Iteration 10Q: 3 clusters Score -538472.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -538870.625000 Penalty: 9661.830078
	Iteration 11Q: 3 clusters Score -538870.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -539133.625000 Penalty: 9661.830078
	Iteration 12Q: 3 clusters Score -539133.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -539672.687500 Penalty: 9661.830078
	Iteration 13Q: 3 clusters Score -539672.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -540500.437500 Penalty: 9661.830078
	Iteration 14Q: 3 clusters Score -540500.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -540977.062500 Penalty: 9661.830078
	Iteration 15Q: 3 clusters Score -540977.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -540980.687500 Penalty: 9661.830078
	Iteration 16Q: 3 clusters Score -540980.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -540981.937500 Penalty: 9661.830078
	Iteration 17Q: 3 clusters Score -540981.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -540982.875000 Penalty: 9661.830078
	Iteration 18F: 3 clusters Score -540982.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -540994.625000 Penalty: 9661.830078
	Iteration 19Q: 3 clusters Score -540994.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -540994.625000 Penalty: 9661.830078
	Iteration 20F: 3 clusters Score -540994.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 34896 members 
Mstep: Class 2 contains 12121 members 
Mstep: Class 3 contains 51994 members 
Mstep: Class 4 contains 35193 members 
Mstep: Class 5 contains 6952 members 
Mstep: Class 6 contains 5175 members 
Mstep: Class 7 contains 35644 members 
Mstep: Class 8 contains 50270 members 
Mstep: Class 9 contains 72542 members 
Mstep: Class 10 contains 13317 members 
Mstep: Class 11 contains 1294 members 
Mstep: Class 12 contains 2681 members 
Mstep: Class 13 contains 1315 members 
Mstep: Class 14 contains 71856 members 
Mstep: Class 15 contains 6915 members 
Mstep: Class 16 contains 147394 members 
Mstep: Class 17 contains 37312 members 
Mstep: Class 18 contains 6381 members 
Mstep: Class 19 contains 29408 members 
Mstep: Class 20 contains 2400 members 
Mstep: Class 21 contains 10103 members 
Mstep: Class 22 contains 81023 members 
Mstep: Class 23 contains 1348 members 
Entering Unmasked Estep 
Score: -157210192.000000 Penalty: 189951.234375
Splitting cluster 13 changes total score from -157166752.000000 to -157210192.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 14 (71856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71856 members 
Entering Unmasked Estep 
Score: -16049267.000000 Penalty: 6849.231934
	Iteration 0F: 2 clusters Score -1.604927e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36050 members 
Mstep: Class 2 contains 35806 members 
Entering Unmasked Estep 
Score: -15999668.000000 Penalty: 13698.463867
	Iteration 0F: 3 clusters Score -1.599967e+07 nChanged 32204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36716 members 
Mstep: Class 2 contains 35140 members 
Entering Unmasked Estep 
Score: -16017067.000000 Penalty: 13698.463867
	Iteration 1F: 3 clusters Score -1.601707e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37089 members 
Mstep: Class 2 contains 34767 members 
Entering Unmasked Estep 
Score: -16018272.000000 Penalty: 13698.463867
	Iteration 2Q: 3 clusters Score -1.601827e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37642 members 
Mstep: Class 2 contains 34214 members 
Entering Unmasked Estep 
Score: -16019301.000000 Penalty: 13698.463867
	Iteration 3Q: 3 clusters Score -1.60193e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38513 members 
Mstep: Class 2 contains 33343 members 
Entering Unmasked Estep 
Score: -16020227.000000 Penalty: 13698.463867
	Iteration 4Q: 3 clusters Score -1.602023e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39704 members 
Mstep: Class 2 contains 32152 members 
Entering Unmasked Estep 
Score: -16021423.000000 Penalty: 13698.463867
	Iteration 5Q: 3 clusters Score -1.602142e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41337 members 
Mstep: Class 2 contains 30519 members 
Entering Unmasked Estep 
Score: -16022903.000000 Penalty: 13698.463867
	Iteration 6Q: 3 clusters Score -1.60229e+07 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43431 members 
Mstep: Class 2 contains 28425 members 
Entering Unmasked Estep 
Score: -16024652.000000 Penalty: 13698.463867
	Iteration 7Q: 3 clusters Score -1.602465e+07 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46042 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -16026623.000000 Penalty: 13698.463867
	Iteration 8F: 3 clusters Score -1.602662e+07 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49061 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -16028951.000000 Penalty: 13698.463867
	Iteration 9F: 3 clusters Score -1.602895e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52290 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -16031147.000000 Penalty: 13698.463867
	Iteration 10F: 3 clusters Score -1.603115e+07 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55521 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -16033422.000000 Penalty: 13698.463867
	Iteration 11F: 3 clusters Score -1.603342e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58517 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -16035471.000000 Penalty: 13698.463867
	Iteration 12Q: 3 clusters Score -1.603547e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61194 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -16037217.000000 Penalty: 13698.463867
	Iteration 13Q: 3 clusters Score -1.603722e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63482 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -16038674.000000 Penalty: 13698.463867
	Iteration 14Q: 3 clusters Score -1.603867e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65325 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -16039951.000000 Penalty: 13698.463867
	Iteration 15Q: 3 clusters Score -1.603995e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66742 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -16040887.000000 Penalty: 13698.463867
	Iteration 16Q: 3 clusters Score -1.604089e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67807 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -16041582.000000 Penalty: 13698.463867
	Iteration 17Q: 3 clusters Score -1.604158e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68573 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -16042050.000000 Penalty: 13698.463867
	Iteration 18Q: 3 clusters Score -1.604205e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69143 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -16042442.000000 Penalty: 13698.463867
	Iteration 19Q: 3 clusters Score -1.604244e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69529 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -16042697.000000 Penalty: 13698.463867
	Iteration 20F: 3 clusters Score -1.60427e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69791 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -16042917.000000 Penalty: 13698.463867
	Iteration 21Q: 3 clusters Score -1.604292e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69976 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -16043046.000000 Penalty: 13698.463867
	Iteration 22Q: 3 clusters Score -1.604305e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70120 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -16043219.000000 Penalty: 13698.463867
	Iteration 23Q: 3 clusters Score -1.604322e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70215 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -16043315.000000 Penalty: 13698.463867
	Iteration 24Q: 3 clusters Score -1.604332e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70273 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -16043363.000000 Penalty: 13698.463867
	Iteration 25Q: 3 clusters Score -1.604336e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70323 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -16043373.000000 Penalty: 13698.463867
	Iteration 26Q: 3 clusters Score -1.604337e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70364 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -16043428.000000 Penalty: 13698.463867
	Iteration 27Q: 3 clusters Score -1.604343e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70404 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -16043467.000000 Penalty: 13698.463867
	Iteration 28Q: 3 clusters Score -1.604347e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70426 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -16043481.000000 Penalty: 13698.463867
	Iteration 29Q: 3 clusters Score -1.604348e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70441 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -16043465.000000 Penalty: 13698.463867
	Iteration 30Q: 3 clusters Score -1.604346e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70459 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -16043473.000000 Penalty: 13698.463867
	Iteration 31Q: 3 clusters Score -1.604347e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70467 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -16043495.000000 Penalty: 13698.463867
	Iteration 32Q: 3 clusters Score -1.60435e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70476 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -16043482.000000 Penalty: 13698.463867
	Iteration 33Q: 3 clusters Score -1.604348e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70487 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -16043497.000000 Penalty: 13698.463867
	Iteration 34Q: 3 clusters Score -1.60435e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70498 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -16043504.000000 Penalty: 13698.463867
	Iteration 35Q: 3 clusters Score -1.60435e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70506 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -16043501.000000 Penalty: 13698.463867
	Iteration 36Q: 3 clusters Score -1.60435e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70515 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -16043529.000000 Penalty: 13698.463867
	Iteration 37Q: 3 clusters Score -1.604353e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70523 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -16043525.000000 Penalty: 13698.463867
	Iteration 38Q: 3 clusters Score -1.604352e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70528 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -16043509.000000 Penalty: 13698.463867
	Iteration 39Q: 3 clusters Score -1.604351e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70535 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -16043510.000000 Penalty: 13698.463867
	Iteration 40F: 3 clusters Score -1.604351e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70542 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -16043529.000000 Penalty: 13698.463867
	Iteration 41Q: 3 clusters Score -1.604353e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70548 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -16043535.000000 Penalty: 13698.463867
	Iteration 42Q: 3 clusters Score -1.604354e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70553 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -16043537.000000 Penalty: 13698.463867
	Iteration 43Q: 3 clusters Score -1.604354e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70559 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -16043557.000000 Penalty: 13698.463867
	Iteration 44Q: 3 clusters Score -1.604356e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70564 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -16043544.000000 Penalty: 13698.463867
	Iteration 45Q: 3 clusters Score -1.604354e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70570 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -16043562.000000 Penalty: 13698.463867
	Iteration 46Q: 3 clusters Score -1.604356e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70578 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -16043577.000000 Penalty: 13698.463867
	Iteration 47Q: 3 clusters Score -1.604358e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70583 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -16043574.000000 Penalty: 13698.463867
	Iteration 48Q: 3 clusters Score -1.604357e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70587 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -16043578.000000 Penalty: 13698.463867
	Iteration 49Q: 3 clusters Score -1.604358e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70589 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -16043567.000000 Penalty: 13698.463867
	Iteration 50Q: 3 clusters Score -1.604357e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70593 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -16043577.000000 Penalty: 13698.463867
	Iteration 51Q: 3 clusters Score -1.604358e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70598 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -16043592.000000 Penalty: 13698.463867
	Iteration 52Q: 3 clusters Score -1.604359e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70603 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -16043603.000000 Penalty: 13698.463867
	Iteration 53Q: 3 clusters Score -1.60436e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70603 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -16043605.000000 Penalty: 13698.463867
	Iteration 54Q: 3 clusters Score -1.60436e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70606 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -16043593.000000 Penalty: 13698.463867
	Iteration 55Q: 3 clusters Score -1.604359e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70608 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -16043599.000000 Penalty: 13698.463867
	Iteration 56Q: 3 clusters Score -1.60436e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70611 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -16043584.000000 Penalty: 13698.463867
	Iteration 57Q: 3 clusters Score -1.604358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70614 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -16043597.000000 Penalty: 13698.463867
	Iteration 58Q: 3 clusters Score -1.60436e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70620 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -16043600.000000 Penalty: 13698.463867
	Iteration 59Q: 3 clusters Score -1.60436e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70623 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -16043603.000000 Penalty: 13698.463867
	Iteration 60F: 3 clusters Score -1.60436e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70624 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -16043611.000000 Penalty: 13698.463867
	Iteration 61Q: 3 clusters Score -1.604361e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70625 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -16043609.000000 Penalty: 13698.463867
	Iteration 62Q: 3 clusters Score -1.604361e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70625 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -16043609.000000 Penalty: 13698.463867
	Iteration 63F: 3 clusters Score -1.604361e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Entering Unmasked Estep 
Score: -1437033.375000 Penalty: 5415.386719
	Iteration 0F: 2 clusters Score -1437033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1429178.250000 Penalty: 10830.773438
	Iteration 0F: 3 clusters Score -1429178 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1433434.625000 Penalty: 10830.773438
	Iteration 1F: 3 clusters Score -1433435 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1440481.375000 Penalty: 10830.773438
	Iteration 2F: 3 clusters Score -1440481 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1445221.000000 Penalty: 10830.773438
	Iteration 3F: 3 clusters Score -1445221 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1446138.125000 Penalty: 10830.773438
	Iteration 4F: 3 clusters Score -1446138 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1446384.625000 Penalty: 10830.773438
	Iteration 5Q: 3 clusters Score -1446385 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1446461.750000 Penalty: 10830.773438
	Iteration 6Q: 3 clusters Score -1446462 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1446497.875000 Penalty: 10830.773438
	Iteration 7Q: 3 clusters Score -1446498 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1446531.625000 Penalty: 10830.773438
	Iteration 8Q: 3 clusters Score -1446532 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1446548.750000 Penalty: 10830.773438
	Iteration 9Q: 3 clusters Score -1446549 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1446562.750000 Penalty: 10830.773438
	Iteration 10Q: 3 clusters Score -1446563 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1446577.625000 Penalty: 10830.773438
	Iteration 11Q: 3 clusters Score -1446578 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1446587.500000 Penalty: 10830.773438
	Iteration 12Q: 3 clusters Score -1446588 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1446607.875000 Penalty: 10830.773438
	Iteration 13Q: 3 clusters Score -1446608 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1446611.625000 Penalty: 10830.773438
	Iteration 14Q: 3 clusters Score -1446612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1446619.875000 Penalty: 10830.773438
	Iteration 15Q: 3 clusters Score -1446620 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1446638.875000 Penalty: 10830.773438
	Iteration 16Q: 3 clusters Score -1446639 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1446657.625000 Penalty: 10830.773438
	Iteration 17Q: 3 clusters Score -1446658 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1446676.625000 Penalty: 10830.773438
	Iteration 18Q: 3 clusters Score -1446677 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1446693.250000 Penalty: 10830.773438
	Iteration 19Q: 3 clusters Score -1446693 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1446713.875000 Penalty: 10830.773438
	Iteration 20F: 3 clusters Score -1446714 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1446724.125000 Penalty: 10830.773438
	Iteration 21Q: 3 clusters Score -1446724 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1446743.250000 Penalty: 10830.773438
	Iteration 22Q: 3 clusters Score -1446743 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1446761.000000 Penalty: 10830.773438
	Iteration 23Q: 3 clusters Score -1446761 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1446786.625000 Penalty: 10830.773438
	Iteration 24Q: 3 clusters Score -1446787 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1446805.125000 Penalty: 10830.773438
	Iteration 25Q: 3 clusters Score -1446805 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1446814.250000 Penalty: 10830.773438
	Iteration 26Q: 3 clusters Score -1446814 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1446831.625000 Penalty: 10830.773438
	Iteration 27Q: 3 clusters Score -1446832 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1446851.500000 Penalty: 10830.773438
	Iteration 28Q: 3 clusters Score -1446852 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1446863.625000 Penalty: 10830.773438
	Iteration 29Q: 3 clusters Score -1446864 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1446870.375000 Penalty: 10830.773438
	Iteration 30Q: 3 clusters Score -1446870 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1446891.500000 Penalty: 10830.773438
	Iteration 31Q: 3 clusters Score -1446892 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1446913.000000 Penalty: 10830.773438
	Iteration 32Q: 3 clusters Score -1446913 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1446935.500000 Penalty: 10830.773438
	Iteration 33Q: 3 clusters Score -1446936 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1446961.250000 Penalty: 10830.773438
	Iteration 34Q: 3 clusters Score -1446961 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1446980.875000 Penalty: 10830.773438
	Iteration 35Q: 3 clusters Score -1446981 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1447001.250000 Penalty: 10830.773438
	Iteration 36Q: 3 clusters Score -1447001 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1447030.125000 Penalty: 10830.773438
	Iteration 37Q: 3 clusters Score -1447030 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1447067.875000 Penalty: 10830.773438
	Iteration 38Q: 3 clusters Score -1447068 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1447107.750000 Penalty: 10830.773438
	Iteration 39Q: 3 clusters Score -1447108 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1447146.875000 Penalty: 10830.773438
	Iteration 40F: 3 clusters Score -1447147 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1447188.625000 Penalty: 10830.773438
	Iteration 41Q: 3 clusters Score -1447189 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1447230.375000 Penalty: 10830.773438
	Iteration 42Q: 3 clusters Score -1447230 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1447269.375000 Penalty: 10830.773438
	Iteration 43Q: 3 clusters Score -1447269 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1447312.875000 Penalty: 10830.773438
	Iteration 44Q: 3 clusters Score -1447313 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1447361.875000 Penalty: 10830.773438
	Iteration 45Q: 3 clusters Score -1447362 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1447412.375000 Penalty: 10830.773438
	Iteration 46Q: 3 clusters Score -1447412 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1447480.875000 Penalty: 10830.773438
	Iteration 47Q: 3 clusters Score -1447481 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1447563.375000 Penalty: 10830.773438
	Iteration 48Q: 3 clusters Score -1447563 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1447636.250000 Penalty: 10830.773438
	Iteration 49Q: 3 clusters Score -1447636 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1447695.375000 Penalty: 10830.773438
	Iteration 50Q: 3 clusters Score -1447695 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1447740.125000 Penalty: 10830.773438
	Iteration 51Q: 3 clusters Score -1447740 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1447788.750000 Penalty: 10830.773438
	Iteration 52Q: 3 clusters Score -1447789 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1447822.125000 Penalty: 10830.773438
	Iteration 53Q: 3 clusters Score -1447822 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1447847.250000 Penalty: 10830.773438
	Iteration 54Q: 3 clusters Score -1447847 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1447869.875000 Penalty: 10830.773438
	Iteration 55Q: 3 clusters Score -1447870 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1447889.625000 Penalty: 10830.773438
	Iteration 56Q: 3 clusters Score -1447890 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1447898.875000 Penalty: 10830.773438
	Iteration 57Q: 3 clusters Score -1447899 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1447904.750000 Penalty: 10830.773438
	Iteration 58Q: 3 clusters Score -1447905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1447910.125000 Penalty: 10830.773438
	Iteration 59Q: 3 clusters Score -1447910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1447914.500000 Penalty: 10830.773438
	Iteration 60F: 3 clusters Score -1447914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1447917.375000 Penalty: 10830.773438
	Iteration 61Q: 3 clusters Score -1447917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1447918.375000 Penalty: 10830.773438
	Iteration 62Q: 3 clusters Score -1447918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1447917.875000 Penalty: 10830.773438
	Iteration 63Q: 3 clusters Score -1447918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1447917.875000 Penalty: 10830.773438
	Iteration 64F: 3 clusters Score -1447918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 34896 members 
Mstep: Class 2 contains 12121 members 
Mstep: Class 3 contains 51994 members 
Mstep: Class 4 contains 35193 members 
Mstep: Class 5 contains 6952 members 
Mstep: Class 6 contains 5175 members 
Mstep: Class 7 contains 35644 members 
Mstep: Class 8 contains 50270 members 
Mstep: Class 9 contains 72542 members 
Mstep: Class 10 contains 13317 members 
Mstep: Class 11 contains 1294 members 
Mstep: Class 12 contains 2681 members 
Mstep: Class 13 contains 1315 members 
Mstep: Class 14 contains 71856 members 
Mstep: Class 15 contains 4330 members 
Mstep: Class 16 contains 147394 members 
Mstep: Class 17 contains 37312 members 
Mstep: Class 18 contains 6381 members 
Mstep: Class 19 contains 29408 members 
Mstep: Class 20 contains 2400 members 
Mstep: Class 21 contains 10103 members 
Mstep: Class 22 contains 81023 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 2585 members 
Entering Unmasked Estep 
Score: -157218032.000000 Penalty: 198209.984375
Splitting cluster 15 changes total score from -157166752.000000 to -157218032.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 16 (147394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147394 members 
Entering Unmasked Estep 
Score: -32694880.000000 Penalty: 7289.279785
	Iteration 0F: 2 clusters Score -3.269488e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73639 members 
Mstep: Class 2 contains 73755 members 
Entering Unmasked Estep 
Score: -32595362.000000 Penalty: 14578.559570
	Iteration 0F: 3 clusters Score -3.259536e+07 nChanged 68649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73656 members 
Mstep: Class 2 contains 73738 members 
Entering Unmasked Estep 
Score: -32633686.000000 Penalty: 14578.559570
	Iteration 1F: 3 clusters Score -3.263369e+07 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73602 members 
Mstep: Class 2 contains 73792 members 
Entering Unmasked Estep 
Score: -32635416.000000 Penalty: 14578.559570
	Iteration 2Q: 3 clusters Score -3.263542e+07 nChanged 5589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73551 members 
Mstep: Class 2 contains 73843 members 
Entering Unmasked Estep 
Score: -32637026.000000 Penalty: 14578.559570
	Iteration 3Q: 3 clusters Score -3.263703e+07 nChanged 5858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73523 members 
Mstep: Class 2 contains 73871 members 
Entering Unmasked Estep 
Score: -32639160.000000 Penalty: 14578.559570
	Iteration 4Q: 3 clusters Score -3.263916e+07 nChanged 6116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73667 members 
Mstep: Class 2 contains 73727 members 
Entering Unmasked Estep 
Score: -32641336.000000 Penalty: 14578.559570
	Iteration 5Q: 3 clusters Score -3.264134e+07 nChanged 6284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74153 members 
Mstep: Class 2 contains 73241 members 
Entering Unmasked Estep 
Score: -32643818.000000 Penalty: 14578.559570
	Iteration 6Q: 3 clusters Score -3.264382e+07 nChanged 6446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75033 members 
Mstep: Class 2 contains 72361 members 
Entering Unmasked Estep 
Score: -32646388.000000 Penalty: 14578.559570
	Iteration 7Q: 3 clusters Score -3.264639e+07 nChanged 6599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76568 members 
Mstep: Class 2 contains 70826 members 
Entering Unmasked Estep 
Score: -32649074.000000 Penalty: 14578.559570
	Iteration 8Q: 3 clusters Score -3.264907e+07 nChanged 6509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78781 members 
Mstep: Class 2 contains 68613 members 
Entering Unmasked Estep 
Score: -32651690.000000 Penalty: 14578.559570
	Iteration 9Q: 3 clusters Score -3.265169e+07 nChanged 6648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81681 members 
Mstep: Class 2 contains 65713 members 
Entering Unmasked Estep 
Score: -32655186.000000 Penalty: 14578.559570
	Iteration 10Q: 3 clusters Score -3.265519e+07 nChanged 6804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85231 members 
Mstep: Class 2 contains 62163 members 
Entering Unmasked Estep 
Score: -32659236.000000 Penalty: 14578.559570
	Iteration 11Q: 3 clusters Score -3.265924e+07 nChanged 6727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89066 members 
Mstep: Class 2 contains 58328 members 
Entering Unmasked Estep 
Score: -32663148.000000 Penalty: 14578.559570
	Iteration 12Q: 3 clusters Score -3.266315e+07 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92837 members 
Mstep: Class 2 contains 54557 members 
Entering Unmasked Estep 
Score: -32666372.000000 Penalty: 14578.559570
	Iteration 13Q: 3 clusters Score -3.266637e+07 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96366 members 
Mstep: Class 2 contains 51028 members 
Entering Unmasked Estep 
Score: -32668878.000000 Penalty: 14578.559570
	Iteration 14Q: 3 clusters Score -3.266888e+07 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99648 members 
Mstep: Class 2 contains 47746 members 
Entering Unmasked Estep 
Score: -32670810.000000 Penalty: 14578.559570
	Iteration 15Q: 3 clusters Score -3.267081e+07 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102711 members 
Mstep: Class 2 contains 44683 members 
Entering Unmasked Estep 
Score: -32671960.000000 Penalty: 14578.559570
	Iteration 16Q: 3 clusters Score -3.267196e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105638 members 
Mstep: Class 2 contains 41756 members 
Entering Unmasked Estep 
Score: -32672992.000000 Penalty: 14578.559570
	Iteration 17Q: 3 clusters Score -3.267299e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108528 members 
Mstep: Class 2 contains 38866 members 
Entering Unmasked Estep 
Score: -32673958.000000 Penalty: 14578.559570
	Iteration 18Q: 3 clusters Score -3.267396e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111366 members 
Mstep: Class 2 contains 36028 members 
Entering Unmasked Estep 
Score: -32674982.000000 Penalty: 14578.559570
	Iteration 19Q: 3 clusters Score -3.267498e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114240 members 
Mstep: Class 2 contains 33154 members 
Entering Unmasked Estep 
Score: -32676128.000000 Penalty: 14578.559570
	Iteration 20F: 3 clusters Score -3.267613e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117203 members 
Mstep: Class 2 contains 30191 members 
Entering Unmasked Estep 
Score: -32677426.000000 Penalty: 14578.559570
	Iteration 21Q: 3 clusters Score -3.267743e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120185 members 
Mstep: Class 2 contains 27209 members 
Entering Unmasked Estep 
Score: -32678626.000000 Penalty: 14578.559570
	Iteration 22Q: 3 clusters Score -3.267863e+07 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123164 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -32680070.000000 Penalty: 14578.559570
	Iteration 23Q: 3 clusters Score -3.268007e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126104 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -32681544.000000 Penalty: 14578.559570
	Iteration 24Q: 3 clusters Score -3.268154e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128868 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -32683008.000000 Penalty: 14578.559570
	Iteration 25Q: 3 clusters Score -3.268301e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131473 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -32684414.000000 Penalty: 14578.559570
	Iteration 26Q: 3 clusters Score -3.268441e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133769 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -32685684.000000 Penalty: 14578.559570
	Iteration 27Q: 3 clusters Score -3.268568e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135723 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -32686764.000000 Penalty: 14578.559570
	Iteration 28Q: 3 clusters Score -3.268676e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137298 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -32687606.000000 Penalty: 14578.559570
	Iteration 29Q: 3 clusters Score -3.268761e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138593 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -32688286.000000 Penalty: 14578.559570
	Iteration 30Q: 3 clusters Score -3.268829e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139570 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -32688814.000000 Penalty: 14578.559570
	Iteration 31Q: 3 clusters Score -3.268881e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140298 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -32689174.000000 Penalty: 14578.559570
	Iteration 32Q: 3 clusters Score -3.268917e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140911 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -32689456.000000 Penalty: 14578.559570
	Iteration 33Q: 3 clusters Score -3.268946e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141355 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -32689608.000000 Penalty: 14578.559570
	Iteration 34Q: 3 clusters Score -3.268961e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141723 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -32689836.000000 Penalty: 14578.559570
	Iteration 35Q: 3 clusters Score -3.268984e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142030 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -32689956.000000 Penalty: 14578.559570
	Iteration 36Q: 3 clusters Score -3.268996e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142239 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -32690036.000000 Penalty: 14578.559570
	Iteration 37Q: 3 clusters Score -3.269004e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142406 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -32690098.000000 Penalty: 14578.559570
	Iteration 38Q: 3 clusters Score -3.26901e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142530 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -32690144.000000 Penalty: 14578.559570
	Iteration 39Q: 3 clusters Score -3.269014e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142637 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -32690198.000000 Penalty: 14578.559570
	Iteration 40F: 3 clusters Score -3.26902e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142730 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -32690208.000000 Penalty: 14578.559570
	Iteration 41Q: 3 clusters Score -3.269021e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142804 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -32690238.000000 Penalty: 14578.559570
	Iteration 42Q: 3 clusters Score -3.269024e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142870 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -32690248.000000 Penalty: 14578.559570
	Iteration 43Q: 3 clusters Score -3.269025e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142937 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -32690272.000000 Penalty: 14578.559570
	Iteration 44Q: 3 clusters Score -3.269027e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142992 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -32690274.000000 Penalty: 14578.559570
	Iteration 45Q: 3 clusters Score -3.269027e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143037 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -32690342.000000 Penalty: 14578.559570
	Iteration 46Q: 3 clusters Score -3.269034e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143080 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -32690346.000000 Penalty: 14578.559570
	Iteration 47Q: 3 clusters Score -3.269035e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143111 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -32690352.000000 Penalty: 14578.559570
	Iteration 48Q: 3 clusters Score -3.269035e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143144 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -32690368.000000 Penalty: 14578.559570
	Iteration 49Q: 3 clusters Score -3.269037e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143187 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -32690360.000000 Penalty: 14578.559570
	Iteration 50Q: 3 clusters Score -3.269036e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143231 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -32690388.000000 Penalty: 14578.559570
	Iteration 51Q: 3 clusters Score -3.269039e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143273 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -32690322.000000 Penalty: 14578.559570
	Iteration 52Q: 3 clusters Score -3.269032e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143306 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -32690370.000000 Penalty: 14578.559570
	Iteration 53Q: 3 clusters Score -3.269037e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143340 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -32690386.000000 Penalty: 14578.559570
	Iteration 54Q: 3 clusters Score -3.269039e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143354 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -32690396.000000 Penalty: 14578.559570
	Iteration 55Q: 3 clusters Score -3.26904e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143376 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -32690408.000000 Penalty: 14578.559570
	Iteration 56Q: 3 clusters Score -3.269041e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143398 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -32690378.000000 Penalty: 14578.559570
	Iteration 57Q: 3 clusters Score -3.269038e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143422 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -32690406.000000 Penalty: 14578.559570
	Iteration 58Q: 3 clusters Score -3.269041e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143453 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -32690398.000000 Penalty: 14578.559570
	Iteration 59Q: 3 clusters Score -3.26904e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143474 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -32690456.000000 Penalty: 14578.559570
	Iteration 60F: 3 clusters Score -3.269046e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143498 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -32690434.000000 Penalty: 14578.559570
	Iteration 61Q: 3 clusters Score -3.269043e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143523 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -32690418.000000 Penalty: 14578.559570
	Iteration 62Q: 3 clusters Score -3.269042e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143537 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -32690444.000000 Penalty: 14578.559570
	Iteration 63Q: 3 clusters Score -3.269044e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143546 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -32690446.000000 Penalty: 14578.559570
	Iteration 64Q: 3 clusters Score -3.269045e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143558 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -32690438.000000 Penalty: 14578.559570
	Iteration 65Q: 3 clusters Score -3.269044e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143565 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -32690440.000000 Penalty: 14578.559570
	Iteration 66Q: 3 clusters Score -3.269044e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143571 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -32690458.000000 Penalty: 14578.559570
	Iteration 67Q: 3 clusters Score -3.269046e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143577 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -32690448.000000 Penalty: 14578.559570
	Iteration 68Q: 3 clusters Score -3.269045e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143582 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -32690482.000000 Penalty: 14578.559570
	Iteration 69Q: 3 clusters Score -3.269048e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143583 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -32690474.000000 Penalty: 14578.559570
	Iteration 70Q: 3 clusters Score -3.269047e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143584 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -32690488.000000 Penalty: 14578.559570
	Iteration 71Q: 3 clusters Score -3.269049e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143584 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -32690484.000000 Penalty: 14578.559570
	Iteration 72Q: 3 clusters Score -3.269048e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143586 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -32690470.000000 Penalty: 14578.559570
	Iteration 73Q: 3 clusters Score -3.269047e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143584 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -32690474.000000 Penalty: 14578.559570
	Iteration 74Q: 3 clusters Score -3.269047e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143584 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -32690464.000000 Penalty: 14578.559570
	Iteration 75Q: 3 clusters Score -3.269046e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143585 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -32690470.000000 Penalty: 14578.559570
	Iteration 76Q: 3 clusters Score -3.269047e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143586 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -32690460.000000 Penalty: 14578.559570
	Iteration 77Q: 3 clusters Score -3.269046e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143587 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -32690466.000000 Penalty: 14578.559570
	Iteration 78Q: 3 clusters Score -3.269047e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143585 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -32690474.000000 Penalty: 14578.559570
	Iteration 79Q: 3 clusters Score -3.269047e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143586 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -32690476.000000 Penalty: 14578.559570
	Iteration 80F: 3 clusters Score -3.269048e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143587 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -32690462.000000 Penalty: 14578.559570
	Iteration 81Q: 3 clusters Score -3.269046e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143588 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -32690448.000000 Penalty: 14578.559570
	Iteration 82Q: 3 clusters Score -3.269045e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143588 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -32690466.000000 Penalty: 14578.559570
	Iteration 83Q: 3 clusters Score -3.269047e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143589 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -32690458.000000 Penalty: 14578.559570
	Iteration 84Q: 3 clusters Score -3.269046e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143590 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -32690474.000000 Penalty: 14578.559570
	Iteration 85Q: 3 clusters Score -3.269047e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143591 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -32690460.000000 Penalty: 14578.559570
	Iteration 86Q: 3 clusters Score -3.269046e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143591 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -32690460.000000 Penalty: 14578.559570
	Iteration 87F: 3 clusters Score -3.269046e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (37312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37312 members 
Entering Unmasked Estep 
Score: -7941311.000000 Penalty: 6447.830566
	Iteration 0F: 2 clusters Score -7941311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -7913669.000000 Penalty: 12895.661133
	Iteration 0F: 3 clusters Score -7913669 nChanged 16124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -7922618.000000 Penalty: 12895.661133
	Iteration 1F: 3 clusters Score -7922618 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -7923801.000000 Penalty: 12895.661133
	Iteration 2F: 3 clusters Score -7923801 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -7925143.000000 Penalty: 12895.661133
	Iteration 3F: 3 clusters Score -7925143 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -7926827.500000 Penalty: 12895.661133
	Iteration 4F: 3 clusters Score -7926828 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -7928880.000000 Penalty: 12895.661133
	Iteration 5F: 3 clusters Score -7928880 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -7931078.500000 Penalty: 12895.661133
	Iteration 6F: 3 clusters Score -7931078 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -7932963.500000 Penalty: 12895.661133
	Iteration 7F: 3 clusters Score -7932964 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24406 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -7934564.500000 Penalty: 12895.661133
	Iteration 8F: 3 clusters Score -7934564 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -7935641.000000 Penalty: 12895.661133
	Iteration 9Q: 3 clusters Score -7935641 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24954 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -7936309.000000 Penalty: 12895.661133
	Iteration 10Q: 3 clusters Score -7936309 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -7936739.000000 Penalty: 12895.661133
	Iteration 11Q: 3 clusters Score -7936739 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -7937040.000000 Penalty: 12895.661133
	Iteration 12Q: 3 clusters Score -7937040 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -7937278.500000 Penalty: 12895.661133
	Iteration 13Q: 3 clusters Score -7937278 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -7937409.500000 Penalty: 12895.661133
	Iteration 14Q: 3 clusters Score -7937410 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -7937523.500000 Penalty: 12895.661133
	Iteration 15Q: 3 clusters Score -7937524 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -7937611.500000 Penalty: 12895.661133
	Iteration 16Q: 3 clusters Score -7937612 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26096 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -7937724.000000 Penalty: 12895.661133
	Iteration 17Q: 3 clusters Score -7937724 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26220 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -7937783.000000 Penalty: 12895.661133
	Iteration 18Q: 3 clusters Score -7937783 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26334 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -7937839.500000 Penalty: 12895.661133
	Iteration 19Q: 3 clusters Score -7937840 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26443 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -7937900.000000 Penalty: 12895.661133
	Iteration 20F: 3 clusters Score -7937900 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -7937941.000000 Penalty: 12895.661133
	Iteration 21Q: 3 clusters Score -7937941 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -7937976.500000 Penalty: 12895.661133
	Iteration 22Q: 3 clusters Score -7937976 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26750 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -7938022.000000 Penalty: 12895.661133
	Iteration 23Q: 3 clusters Score -7938022 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -7938093.000000 Penalty: 12895.661133
	Iteration 24Q: 3 clusters Score -7938093 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -7938166.000000 Penalty: 12895.661133
	Iteration 25Q: 3 clusters Score -7938166 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -7938225.000000 Penalty: 12895.661133
	Iteration 26Q: 3 clusters Score -7938225 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27202 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -7938276.500000 Penalty: 12895.661133
	Iteration 27Q: 3 clusters Score -7938276 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -7938328.000000 Penalty: 12895.661133
	Iteration 28Q: 3 clusters Score -7938328 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27429 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -7938402.500000 Penalty: 12895.661133
	Iteration 29Q: 3 clusters Score -7938402 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27542 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -7938465.000000 Penalty: 12895.661133
	Iteration 30Q: 3 clusters Score -7938465 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -7938468.000000 Penalty: 12895.661133
	Iteration 31Q: 3 clusters Score -7938468 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -7938483.500000 Penalty: 12895.661133
	Iteration 32Q: 3 clusters Score -7938484 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27782 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -7938495.000000 Penalty: 12895.661133
	Iteration 33Q: 3 clusters Score -7938495 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27837 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -7938508.000000 Penalty: 12895.661133
	Iteration 34Q: 3 clusters Score -7938508 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -7938539.500000 Penalty: 12895.661133
	Iteration 35Q: 3 clusters Score -7938540 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27950 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -7938540.000000 Penalty: 12895.661133
	Iteration 36Q: 3 clusters Score -7938540 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27993 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -7938568.000000 Penalty: 12895.661133
	Iteration 37Q: 3 clusters Score -7938568 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28026 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -7938557.500000 Penalty: 12895.661133
	Iteration 38Q: 3 clusters Score -7938558 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -7938556.000000 Penalty: 12895.661133
	Iteration 39Q: 3 clusters Score -7938556 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28063 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -7938543.000000 Penalty: 12895.661133
	Iteration 40F: 3 clusters Score -7938543 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -7938558.000000 Penalty: 12895.661133
	Iteration 41Q: 3 clusters Score -7938558 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -7938547.500000 Penalty: 12895.661133
	Iteration 42Q: 3 clusters Score -7938548 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -7938568.000000 Penalty: 12895.661133
	Iteration 43Q: 3 clusters Score -7938568 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28129 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -7938580.500000 Penalty: 12895.661133
	Iteration 44Q: 3 clusters Score -7938580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -7938572.000000 Penalty: 12895.661133
	Iteration 45Q: 3 clusters Score -7938572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28147 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -7938575.500000 Penalty: 12895.661133
	Iteration 46Q: 3 clusters Score -7938576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -7938574.000000 Penalty: 12895.661133
	Iteration 47Q: 3 clusters Score -7938574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -7938580.500000 Penalty: 12895.661133
	Iteration 48Q: 3 clusters Score -7938580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -7938591.500000 Penalty: 12895.661133
	Iteration 49Q: 3 clusters Score -7938592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -7938588.000000 Penalty: 12895.661133
	Iteration 50Q: 3 clusters Score -7938588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28177 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -7938589.000000 Penalty: 12895.661133
	Iteration 51Q: 3 clusters Score -7938589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28180 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -7938587.000000 Penalty: 12895.661133
	Iteration 52Q: 3 clusters Score -7938587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28183 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -7938581.000000 Penalty: 12895.661133
	Iteration 53Q: 3 clusters Score -7938581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -7938575.500000 Penalty: 12895.661133
	Iteration 54Q: 3 clusters Score -7938576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28185 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -7938580.000000 Penalty: 12895.661133
	Iteration 55Q: 3 clusters Score -7938580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28185 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -7938580.000000 Penalty: 12895.661133
	Iteration 56F: 3 clusters Score -7938580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -1375086.375000 Penalty: 5366.161133
	Iteration 0F: 2 clusters Score -1375086 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 3216 members 
Entering Unmasked Estep 
Score: -1367067.625000 Penalty: 10732.322266
	Iteration 0F: 3 clusters Score -1367068 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1368533.875000 Penalty: 10732.322266
	Iteration 1F: 3 clusters Score -1368534 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1368941.625000 Penalty: 10732.322266
	Iteration 2F: 3 clusters Score -1368942 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1369181.125000 Penalty: 10732.322266
	Iteration 3Q: 3 clusters Score -1369181 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1369341.750000 Penalty: 10732.322266
	Iteration 4Q: 3 clusters Score -1369342 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1369463.500000 Penalty: 10732.322266
	Iteration 5Q: 3 clusters Score -1369464 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1369550.875000 Penalty: 10732.322266
	Iteration 6Q: 3 clusters Score -1369551 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1369637.625000 Penalty: 10732.322266
	Iteration 7Q: 3 clusters Score -1369638 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1369736.500000 Penalty: 10732.322266
	Iteration 8Q: 3 clusters Score -1369736 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1369808.625000 Penalty: 10732.322266
	Iteration 9Q: 3 clusters Score -1369809 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1369865.875000 Penalty: 10732.322266
	Iteration 10Q: 3 clusters Score -1369866 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1369928.125000 Penalty: 10732.322266
	Iteration 11Q: 3 clusters Score -1369928 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1370005.000000 Penalty: 10732.322266
	Iteration 12Q: 3 clusters Score -1370005 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1370090.750000 Penalty: 10732.322266
	Iteration 13Q: 3 clusters Score -1370091 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1370167.250000 Penalty: 10732.322266
	Iteration 14Q: 3 clusters Score -1370167 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1370250.375000 Penalty: 10732.322266
	Iteration 15Q: 3 clusters Score -1370250 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1370341.875000 Penalty: 10732.322266
	Iteration 16Q: 3 clusters Score -1370342 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1370427.500000 Penalty: 10732.322266
	Iteration 17Q: 3 clusters Score -1370428 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1370533.250000 Penalty: 10732.322266
	Iteration 18Q: 3 clusters Score -1370533 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1370634.750000 Penalty: 10732.322266
	Iteration 19Q: 3 clusters Score -1370635 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1370716.625000 Penalty: 10732.322266
	Iteration 20F: 3 clusters Score -1370717 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1370810.000000 Penalty: 10732.322266
	Iteration 21Q: 3 clusters Score -1370810 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1370887.875000 Penalty: 10732.322266
	Iteration 22Q: 3 clusters Score -1370888 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1370936.625000 Penalty: 10732.322266
	Iteration 23Q: 3 clusters Score -1370937 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1370979.750000 Penalty: 10732.322266
	Iteration 24Q: 3 clusters Score -1370980 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1371020.250000 Penalty: 10732.322266
	Iteration 25Q: 3 clusters Score -1371020 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1371057.625000 Penalty: 10732.322266
	Iteration 26Q: 3 clusters Score -1371058 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1371083.750000 Penalty: 10732.322266
	Iteration 27Q: 3 clusters Score -1371084 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1371107.375000 Penalty: 10732.322266
	Iteration 28Q: 3 clusters Score -1371107 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1371132.625000 Penalty: 10732.322266
	Iteration 29Q: 3 clusters Score -1371133 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1371160.000000 Penalty: 10732.322266
	Iteration 30Q: 3 clusters Score -1371160 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1371197.875000 Penalty: 10732.322266
	Iteration 31Q: 3 clusters Score -1371198 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1371222.375000 Penalty: 10732.322266
	Iteration 32Q: 3 clusters Score -1371222 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1371254.375000 Penalty: 10732.322266
	Iteration 33Q: 3 clusters Score -1371254 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1371284.500000 Penalty: 10732.322266
	Iteration 34Q: 3 clusters Score -1371284 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1371317.625000 Penalty: 10732.322266
	Iteration 35Q: 3 clusters Score -1371318 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1371348.375000 Penalty: 10732.322266
	Iteration 36Q: 3 clusters Score -1371348 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1371381.875000 Penalty: 10732.322266
	Iteration 37Q: 3 clusters Score -1371382 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1371413.125000 Penalty: 10732.322266
	Iteration 38Q: 3 clusters Score -1371413 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1371439.500000 Penalty: 10732.322266
	Iteration 39Q: 3 clusters Score -1371440 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1371459.250000 Penalty: 10732.322266
	Iteration 40F: 3 clusters Score -1371459 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1371487.125000 Penalty: 10732.322266
	Iteration 41Q: 3 clusters Score -1371487 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1371510.750000 Penalty: 10732.322266
	Iteration 42Q: 3 clusters Score -1371511 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1371538.125000 Penalty: 10732.322266
	Iteration 43Q: 3 clusters Score -1371538 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1371559.500000 Penalty: 10732.322266
	Iteration 44Q: 3 clusters Score -1371560 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1371582.500000 Penalty: 10732.322266
	Iteration 45Q: 3 clusters Score -1371582 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1371600.375000 Penalty: 10732.322266
	Iteration 46Q: 3 clusters Score -1371600 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1371629.375000 Penalty: 10732.322266
	Iteration 47Q: 3 clusters Score -1371629 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1371663.625000 Penalty: 10732.322266
	Iteration 48Q: 3 clusters Score -1371664 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1371694.750000 Penalty: 10732.322266
	Iteration 49Q: 3 clusters Score -1371695 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1371725.875000 Penalty: 10732.322266
	Iteration 50Q: 3 clusters Score -1371726 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1371754.875000 Penalty: 10732.322266
	Iteration 51Q: 3 clusters Score -1371755 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1371785.000000 Penalty: 10732.322266
	Iteration 52Q: 3 clusters Score -1371785 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1371813.750000 Penalty: 10732.322266
	Iteration 53Q: 3 clusters Score -1371814 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1371839.875000 Penalty: 10732.322266
	Iteration 54Q: 3 clusters Score -1371840 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1371872.750000 Penalty: 10732.322266
	Iteration 55Q: 3 clusters Score -1371873 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1371907.750000 Penalty: 10732.322266
	Iteration 56Q: 3 clusters Score -1371908 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1371942.875000 Penalty: 10732.322266
	Iteration 57Q: 3 clusters Score -1371943 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1371990.000000 Penalty: 10732.322266
	Iteration 58Q: 3 clusters Score -1371990 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1372037.125000 Penalty: 10732.322266
	Iteration 59Q: 3 clusters Score -1372037 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1372089.375000 Penalty: 10732.322266
	Iteration 60F: 3 clusters Score -1372089 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1372143.500000 Penalty: 10732.322266
	Iteration 61Q: 3 clusters Score -1372144 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1372205.250000 Penalty: 10732.322266
	Iteration 62Q: 3 clusters Score -1372205 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1372283.750000 Penalty: 10732.322266
	Iteration 63Q: 3 clusters Score -1372284 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1372379.875000 Penalty: 10732.322266
	Iteration 64Q: 3 clusters Score -1372380 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1372492.250000 Penalty: 10732.322266
	Iteration 65Q: 3 clusters Score -1372492 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1372601.125000 Penalty: 10732.322266
	Iteration 66Q: 3 clusters Score -1372601 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1372678.750000 Penalty: 10732.322266
	Iteration 67Q: 3 clusters Score -1372679 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1372731.125000 Penalty: 10732.322266
	Iteration 68Q: 3 clusters Score -1372731 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1372759.625000 Penalty: 10732.322266
	Iteration 69Q: 3 clusters Score -1372760 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1372773.125000 Penalty: 10732.322266
	Iteration 70Q: 3 clusters Score -1372773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1372778.250000 Penalty: 10732.322266
	Iteration 71Q: 3 clusters Score -1372778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1372783.375000 Penalty: 10732.322266
	Iteration 72Q: 3 clusters Score -1372783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1372785.125000 Penalty: 10732.322266
	Iteration 73Q: 3 clusters Score -1372785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1372786.500000 Penalty: 10732.322266
	Iteration 74Q: 3 clusters Score -1372786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1372790.375000 Penalty: 10732.322266
	Iteration 75Q: 3 clusters Score -1372790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1372790.375000 Penalty: 10732.322266
	Iteration 76Q: 3 clusters Score -1372790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1372791.125000 Penalty: 10732.322266
	Iteration 77Q: 3 clusters Score -1372791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1372791.375000 Penalty: 10732.322266
	Iteration 78Q: 3 clusters Score -1372791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1372792.625000 Penalty: 10732.322266
	Iteration 79Q: 3 clusters Score -1372793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1372792.125000 Penalty: 10732.322266
	Iteration 80F: 3 clusters Score -1372792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -6504987.500000 Penalty: 6302.026367
	Iteration 0F: 2 clusters Score -6504988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -6482469.500000 Penalty: 12604.052734
	Iteration 0F: 3 clusters Score -6482470 nChanged 12470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -6489145.500000 Penalty: 12604.052734
	Iteration 1F: 3 clusters Score -6489146 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -6490149.000000 Penalty: 12604.052734
	Iteration 2F: 3 clusters Score -6490149 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -6491264.500000 Penalty: 12604.052734
	Iteration 3F: 3 clusters Score -6491264 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -6492579.500000 Penalty: 12604.052734
	Iteration 4F: 3 clusters Score -6492580 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -6494241.500000 Penalty: 12604.052734
	Iteration 5F: 3 clusters Score -6494242 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -6496013.000000 Penalty: 12604.052734
	Iteration 6F: 3 clusters Score -6496013 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -6497690.000000 Penalty: 12604.052734
	Iteration 7F: 3 clusters Score -6497690 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -6499291.500000 Penalty: 12604.052734
	Iteration 8F: 3 clusters Score -6499292 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -6500926.500000 Penalty: 12604.052734
	Iteration 9F: 3 clusters Score -6500926 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -6502458.500000 Penalty: 12604.052734
	Iteration 10F: 3 clusters Score -6502458 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -6503815.500000 Penalty: 12604.052734
	Iteration 11Q: 3 clusters Score -6503816 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -6504775.000000 Penalty: 12604.052734
	Iteration 12Q: 3 clusters Score -6504775 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -6505374.500000 Penalty: 12604.052734
	Iteration 13Q: 3 clusters Score -6505374 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -6505760.500000 Penalty: 12604.052734
	Iteration 14Q: 3 clusters Score -6505760 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -6506017.000000 Penalty: 12604.052734
	Iteration 15Q: 3 clusters Score -6506017 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -6506235.500000 Penalty: 12604.052734
	Iteration 16Q: 3 clusters Score -6506236 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -6506373.000000 Penalty: 12604.052734
	Iteration 17Q: 3 clusters Score -6506373 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -6506443.500000 Penalty: 12604.052734
	Iteration 18Q: 3 clusters Score -6506444 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -6506499.500000 Penalty: 12604.052734
	Iteration 19Q: 3 clusters Score -6506500 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -6506552.000000 Penalty: 12604.052734
	Iteration 20F: 3 clusters Score -6506552 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -6506601.500000 Penalty: 12604.052734
	Iteration 21Q: 3 clusters Score -6506602 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -6506616.500000 Penalty: 12604.052734
	Iteration 22Q: 3 clusters Score -6506616 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -6506631.000000 Penalty: 12604.052734
	Iteration 23Q: 3 clusters Score -6506631 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -6506668.000000 Penalty: 12604.052734
	Iteration 24Q: 3 clusters Score -6506668 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -6506670.500000 Penalty: 12604.052734
	Iteration 25Q: 3 clusters Score -6506670 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -6506676.000000 Penalty: 12604.052734
	Iteration 26Q: 3 clusters Score -6506676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -6506670.000000 Penalty: 12604.052734
	Iteration 27Q: 3 clusters Score -6506670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -6506680.500000 Penalty: 12604.052734
	Iteration 28Q: 3 clusters Score -6506680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -6506679.000000 Penalty: 12604.052734
	Iteration 29Q: 3 clusters Score -6506679 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -6506695.500000 Penalty: 12604.052734
	Iteration 30Q: 3 clusters Score -6506696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -6506703.000000 Penalty: 12604.052734
	Iteration 31Q: 3 clusters Score -6506703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -6506704.500000 Penalty: 12604.052734
	Iteration 32Q: 3 clusters Score -6506704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -6506707.000000 Penalty: 12604.052734
	Iteration 33Q: 3 clusters Score -6506707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -6506712.000000 Penalty: 12604.052734
	Iteration 34Q: 3 clusters Score -6506712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -6506727.000000 Penalty: 12604.052734
	Iteration 35Q: 3 clusters Score -6506727 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -6506714.500000 Penalty: 12604.052734
	Iteration 36Q: 3 clusters Score -6506714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -6506727.000000 Penalty: 12604.052734
	Iteration 37Q: 3 clusters Score -6506727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -6506728.500000 Penalty: 12604.052734
	Iteration 38Q: 3 clusters Score -6506728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -6506718.000000 Penalty: 12604.052734
	Iteration 39Q: 3 clusters Score -6506718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -6506706.000000 Penalty: 12604.052734
	Iteration 40F: 3 clusters Score -6506706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -6506725.500000 Penalty: 12604.052734
	Iteration 41Q: 3 clusters Score -6506726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -6506735.500000 Penalty: 12604.052734
	Iteration 42Q: 3 clusters Score -6506736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -6506721.500000 Penalty: 12604.052734
	Iteration 43Q: 3 clusters Score -6506722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -6506724.500000 Penalty: 12604.052734
	Iteration 44Q: 3 clusters Score -6506724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 22769 members 
Entering Unmasked Estep 
Score: -6506726.000000 Penalty: 12604.052734
	Iteration 45Q: 3 clusters Score -6506726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -6506729.000000 Penalty: 12604.052734
	Iteration 46Q: 3 clusters Score -6506729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -6506721.500000 Penalty: 12604.052734
	Iteration 47Q: 3 clusters Score -6506722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
Score: -6506722.000000 Penalty: 12604.052734
	Iteration 48Q: 3 clusters Score -6506722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -6506722.500000 Penalty: 12604.052734
	Iteration 49Q: 3 clusters Score -6506722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -6506725.500000 Penalty: 12604.052734
	Iteration 50Q: 3 clusters Score -6506726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -6506720.500000 Penalty: 12604.052734
	Iteration 51Q: 3 clusters Score -6506720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -6506727.500000 Penalty: 12604.052734
	Iteration 52Q: 3 clusters Score -6506728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -6506725.000000 Penalty: 12604.052734
	Iteration 53Q: 3 clusters Score -6506725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -6506727.000000 Penalty: 12604.052734
	Iteration 54Q: 3 clusters Score -6506727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -6506734.500000 Penalty: 12604.052734
	Iteration 55Q: 3 clusters Score -6506734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -6506740.500000 Penalty: 12604.052734
	Iteration 56Q: 3 clusters Score -6506740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -6506732.000000 Penalty: 12604.052734
	Iteration 57Q: 3 clusters Score -6506732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -6506739.500000 Penalty: 12604.052734
	Iteration 58Q: 3 clusters Score -6506740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -6506739.000000 Penalty: 12604.052734
	Iteration 59Q: 3 clusters Score -6506739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
Score: -6506741.500000 Penalty: 12604.052734
	Iteration 60F: 3 clusters Score -6506742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -6506726.000000 Penalty: 12604.052734
	Iteration 61Q: 3 clusters Score -6506726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -6506741.000000 Penalty: 12604.052734
	Iteration 62Q: 3 clusters Score -6506741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -6506728.500000 Penalty: 12604.052734
	Iteration 63Q: 3 clusters Score -6506728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -6506728.000000 Penalty: 12604.052734
	Iteration 64Q: 3 clusters Score -6506728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -6506736.500000 Penalty: 12604.052734
	Iteration 65Q: 3 clusters Score -6506736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -6506734.500000 Penalty: 12604.052734
	Iteration 66Q: 3 clusters Score -6506734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -6506737.500000 Penalty: 12604.052734
	Iteration 67Q: 3 clusters Score -6506738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -6506737.500000 Penalty: 12604.052734
	Iteration 68F: 3 clusters Score -6506738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 34896 members 
Mstep: Class 2 contains 12121 members 
Mstep: Class 3 contains 51994 members 
Mstep: Class 4 contains 35193 members 
Mstep: Class 5 contains 6952 members 
Mstep: Class 6 contains 5175 members 
Mstep: Class 7 contains 35644 members 
Mstep: Class 8 contains 50270 members 
Mstep: Class 9 contains 72542 members 
Mstep: Class 10 contains 13317 members 
Mstep: Class 11 contains 1294 members 
Mstep: Class 12 contains 2681 members 
Mstep: Class 13 contains 1315 members 
Mstep: Class 14 contains 71856 members 
Mstep: Class 15 contains 4330 members 
Mstep: Class 16 contains 147394 members 
Mstep: Class 17 contains 37312 members 
Mstep: Class 18 contains 6381 members 
Mstep: Class 19 contains 6559 members 
Mstep: Class 20 contains 2400 members 
Mstep: Class 21 contains 10103 members 
Mstep: Class 22 contains 81023 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 2585 members 
Mstep: Class 25 contains 22849 members 
Entering Unmasked Estep 
Score: -157217520.000000 Penalty: 206468.734375
Splitting cluster 19 changes total score from -157166752.000000 to -157217520.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 20 (2400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Entering Unmasked Estep 
Score: -534084.125000 Penalty: 4767.224609
	Iteration 0F: 2 clusters Score -534084.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -528814.125000 Penalty: 9534.449219
	Iteration 0F: 3 clusters Score -528814.1 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -529505.937500 Penalty: 9534.449219
	Iteration 1F: 3 clusters Score -529505.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -529709.625000 Penalty: 9534.449219
	Iteration 2F: 3 clusters Score -529709.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -529797.875000 Penalty: 9534.449219
	Iteration 3Q: 3 clusters Score -529797.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -529846.750000 Penalty: 9534.449219
	Iteration 4Q: 3 clusters Score -529846.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -529876.562500 Penalty: 9534.449219
	Iteration 5Q: 3 clusters Score -529876.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -529886.625000 Penalty: 9534.449219
	Iteration 6Q: 3 clusters Score -529886.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -529897.187500 Penalty: 9534.449219
	Iteration 7Q: 3 clusters Score -529897.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -529905.875000 Penalty: 9534.449219
	Iteration 8Q: 3 clusters Score -529905.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -529915.750000 Penalty: 9534.449219
	Iteration 9Q: 3 clusters Score -529915.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -529919.187500 Penalty: 9534.449219
	Iteration 10Q: 3 clusters Score -529919.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -529921.875000 Penalty: 9534.449219
	Iteration 11Q: 3 clusters Score -529921.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -529923.937500 Penalty: 9534.449219
	Iteration 12Q: 3 clusters Score -529923.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -529924.875000 Penalty: 9534.449219
	Iteration 13Q: 3 clusters Score -529924.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -529924.875000 Penalty: 9534.449219
	Iteration 14F: 3 clusters Score -529924.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Entering Unmasked Estep 
Score: -2183304.250000 Penalty: 5647.609863
	Iteration 0F: 2 clusters Score -2183304 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 5062 members 
Entering Unmasked Estep 
Score: -2173067.250000 Penalty: 11295.219727
	Iteration 0F: 3 clusters Score -2173067 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -2175160.500000 Penalty: 11295.219727
	Iteration 1F: 3 clusters Score -2175160 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -2175686.500000 Penalty: 11295.219727
	Iteration 2F: 3 clusters Score -2175686 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -2176138.750000 Penalty: 11295.219727
	Iteration 3F: 3 clusters Score -2176139 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -2176622.750000 Penalty: 11295.219727
	Iteration 4Q: 3 clusters Score -2176623 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -2177030.500000 Penalty: 11295.219727
	Iteration 5Q: 3 clusters Score -2177030 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -2177326.250000 Penalty: 11295.219727
	Iteration 6Q: 3 clusters Score -2177326 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -2177542.750000 Penalty: 11295.219727
	Iteration 7Q: 3 clusters Score -2177543 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -2177714.750000 Penalty: 11295.219727
	Iteration 8Q: 3 clusters Score -2177715 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -2177889.000000 Penalty: 11295.219727
	Iteration 9Q: 3 clusters Score -2177889 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -2178066.500000 Penalty: 11295.219727
	Iteration 10Q: 3 clusters Score -2178066 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -2178246.000000 Penalty: 11295.219727
	Iteration 11Q: 3 clusters Score -2178246 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -2178410.250000 Penalty: 11295.219727
	Iteration 12Q: 3 clusters Score -2178410 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -2178583.500000 Penalty: 11295.219727
	Iteration 13Q: 3 clusters Score -2178584 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -2178735.000000 Penalty: 11295.219727
	Iteration 14Q: 3 clusters Score -2178735 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -2178853.750000 Penalty: 11295.219727
	Iteration 15Q: 3 clusters Score -2178854 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -2178982.250000 Penalty: 11295.219727
	Iteration 16Q: 3 clusters Score -2178982 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -2179089.250000 Penalty: 11295.219727
	Iteration 17Q: 3 clusters Score -2179089 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -2179159.250000 Penalty: 11295.219727
	Iteration 18Q: 3 clusters Score -2179159 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -2179231.250000 Penalty: 11295.219727
	Iteration 19Q: 3 clusters Score -2179231 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -2179323.000000 Penalty: 11295.219727
	Iteration 20F: 3 clusters Score -2179323 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -2179412.750000 Penalty: 11295.219727
	Iteration 21Q: 3 clusters Score -2179413 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -2179491.500000 Penalty: 11295.219727
	Iteration 22Q: 3 clusters Score -2179492 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -2179566.250000 Penalty: 11295.219727
	Iteration 23Q: 3 clusters Score -2179566 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -2179632.000000 Penalty: 11295.219727
	Iteration 24Q: 3 clusters Score -2179632 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -2179682.000000 Penalty: 11295.219727
	Iteration 25Q: 3 clusters Score -2179682 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -2179714.000000 Penalty: 11295.219727
	Iteration 26Q: 3 clusters Score -2179714 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -2179747.750000 Penalty: 11295.219727
	Iteration 27Q: 3 clusters Score -2179748 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -2179776.000000 Penalty: 11295.219727
	Iteration 28Q: 3 clusters Score -2179776 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -2179805.500000 Penalty: 11295.219727
	Iteration 29Q: 3 clusters Score -2179806 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -2179816.250000 Penalty: 11295.219727
	Iteration 30Q: 3 clusters Score -2179816 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -2179827.500000 Penalty: 11295.219727
	Iteration 31Q: 3 clusters Score -2179828 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -2179840.500000 Penalty: 11295.219727
	Iteration 32Q: 3 clusters Score -2179840 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -2179856.250000 Penalty: 11295.219727
	Iteration 33Q: 3 clusters Score -2179856 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -2179869.750000 Penalty: 11295.219727
	Iteration 34Q: 3 clusters Score -2179870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -2179873.250000 Penalty: 11295.219727
	Iteration 35Q: 3 clusters Score -2179873 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -2179878.750000 Penalty: 11295.219727
	Iteration 36Q: 3 clusters Score -2179879 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -2179885.000000 Penalty: 11295.219727
	Iteration 37Q: 3 clusters Score -2179885 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -2179888.750000 Penalty: 11295.219727
	Iteration 38Q: 3 clusters Score -2179889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -2179893.250000 Penalty: 11295.219727
	Iteration 39Q: 3 clusters Score -2179893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -2179891.750000 Penalty: 11295.219727
	Iteration 40F: 3 clusters Score -2179892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -2179891.500000 Penalty: 11295.219727
	Iteration 41Q: 3 clusters Score -2179892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -2179893.250000 Penalty: 11295.219727
	Iteration 42Q: 3 clusters Score -2179893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -2179901.500000 Penalty: 11295.219727
	Iteration 43Q: 3 clusters Score -2179902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -2179902.250000 Penalty: 11295.219727
	Iteration 44Q: 3 clusters Score -2179902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -2179905.500000 Penalty: 11295.219727
	Iteration 45Q: 3 clusters Score -2179906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -2179904.750000 Penalty: 11295.219727
	Iteration 46Q: 3 clusters Score -2179905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -2179913.750000 Penalty: 11295.219727
	Iteration 47Q: 3 clusters Score -2179914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -2179915.750000 Penalty: 11295.219727
	Iteration 48Q: 3 clusters Score -2179916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -2179915.000000 Penalty: 11295.219727
	Iteration 49Q: 3 clusters Score -2179915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -2179916.500000 Penalty: 11295.219727
	Iteration 50Q: 3 clusters Score -2179916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -2179916.000000 Penalty: 11295.219727
	Iteration 51Q: 3 clusters Score -2179916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -2179916.000000 Penalty: 11295.219727
	Iteration 52F: 3 clusters Score -2179916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (81023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81023 members 
Entering Unmasked Estep 
Score: -18005316.000000 Penalty: 6922.773926
	Iteration 0F: 2 clusters Score -1.800532e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40624 members 
Mstep: Class 2 contains 40399 members 
Entering Unmasked Estep 
Score: -17949364.000000 Penalty: 13845.547852
	Iteration 0F: 3 clusters Score -1.794936e+07 nChanged 36813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41407 members 
Mstep: Class 2 contains 39616 members 
Entering Unmasked Estep 
Score: -17970556.000000 Penalty: 13845.547852
	Iteration 1F: 3 clusters Score -1.797056e+07 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41952 members 
Mstep: Class 2 contains 39071 members 
Entering Unmasked Estep 
Score: -17973500.000000 Penalty: 13845.547852
	Iteration 2F: 3 clusters Score -1.79735e+07 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42781 members 
Mstep: Class 2 contains 38242 members 
Entering Unmasked Estep 
Score: -17978436.000000 Penalty: 13845.547852
	Iteration 3F: 3 clusters Score -1.797844e+07 nChanged 6885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44088 members 
Mstep: Class 2 contains 36935 members 
Entering Unmasked Estep 
Score: -17986166.000000 Penalty: 13845.547852
	Iteration 4F: 3 clusters Score -1.798617e+07 nChanged 7617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46035 members 
Mstep: Class 2 contains 34988 members 
Entering Unmasked Estep 
Score: -17995266.000000 Penalty: 13845.547852
	Iteration 5F: 3 clusters Score -1.799527e+07 nChanged 6717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47892 members 
Mstep: Class 2 contains 33131 members 
Entering Unmasked Estep 
Score: -18002150.000000 Penalty: 13845.547852
	Iteration 6F: 3 clusters Score -1.800215e+07 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48925 members 
Mstep: Class 2 contains 32098 members 
Entering Unmasked Estep 
Score: -18006142.000000 Penalty: 13845.547852
	Iteration 7F: 3 clusters Score -1.800614e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49252 members 
Mstep: Class 2 contains 31771 members 
Entering Unmasked Estep 
Score: -18008030.000000 Penalty: 13845.547852
	Iteration 8Q: 3 clusters Score -1.800803e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49358 members 
Mstep: Class 2 contains 31665 members 
Entering Unmasked Estep 
Score: -18008890.000000 Penalty: 13845.547852
	Iteration 9Q: 3 clusters Score -1.800889e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49420 members 
Mstep: Class 2 contains 31603 members 
Entering Unmasked Estep 
Score: -18009216.000000 Penalty: 13845.547852
	Iteration 10Q: 3 clusters Score -1.800922e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49406 members 
Mstep: Class 2 contains 31617 members 
Entering Unmasked Estep 
Score: -18009410.000000 Penalty: 13845.547852
	Iteration 11Q: 3 clusters Score -1.800941e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49341 members 
Mstep: Class 2 contains 31682 members 
Entering Unmasked Estep 
Score: -18009554.000000 Penalty: 13845.547852
	Iteration 12Q: 3 clusters Score -1.800955e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49306 members 
Mstep: Class 2 contains 31717 members 
Entering Unmasked Estep 
Score: -18009628.000000 Penalty: 13845.547852
	Iteration 13Q: 3 clusters Score -1.800963e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49255 members 
Mstep: Class 2 contains 31768 members 
Entering Unmasked Estep 
Score: -18009674.000000 Penalty: 13845.547852
	Iteration 14Q: 3 clusters Score -1.800967e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49192 members 
Mstep: Class 2 contains 31831 members 
Entering Unmasked Estep 
Score: -18009688.000000 Penalty: 13845.547852
	Iteration 15Q: 3 clusters Score -1.800969e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49114 members 
Mstep: Class 2 contains 31909 members 
Entering Unmasked Estep 
Score: -18009686.000000 Penalty: 13845.547852
	Iteration 16Q: 3 clusters Score -1.800969e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49037 members 
Mstep: Class 2 contains 31986 members 
Entering Unmasked Estep 
Score: -18009704.000000 Penalty: 13845.547852
	Iteration 17Q: 3 clusters Score -1.80097e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48933 members 
Mstep: Class 2 contains 32090 members 
Entering Unmasked Estep 
Score: -18009724.000000 Penalty: 13845.547852
	Iteration 18Q: 3 clusters Score -1.800972e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48838 members 
Mstep: Class 2 contains 32185 members 
Entering Unmasked Estep 
Score: -18009786.000000 Penalty: 13845.547852
	Iteration 19Q: 3 clusters Score -1.800979e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48721 members 
Mstep: Class 2 contains 32302 members 
Entering Unmasked Estep 
Score: -18009778.000000 Penalty: 13845.547852
	Iteration 20F: 3 clusters Score -1.800978e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48580 members 
Mstep: Class 2 contains 32443 members 
Entering Unmasked Estep 
Score: -18009856.000000 Penalty: 13845.547852
	Iteration 21Q: 3 clusters Score -1.800986e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48460 members 
Mstep: Class 2 contains 32563 members 
Entering Unmasked Estep 
Score: -18009848.000000 Penalty: 13845.547852
	Iteration 22Q: 3 clusters Score -1.800985e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48332 members 
Mstep: Class 2 contains 32691 members 
Entering Unmasked Estep 
Score: -18009892.000000 Penalty: 13845.547852
	Iteration 23Q: 3 clusters Score -1.800989e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48198 members 
Mstep: Class 2 contains 32825 members 
Entering Unmasked Estep 
Score: -18009880.000000 Penalty: 13845.547852
	Iteration 24Q: 3 clusters Score -1.800988e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48071 members 
Mstep: Class 2 contains 32952 members 
Entering Unmasked Estep 
Score: -18009890.000000 Penalty: 13845.547852
	Iteration 25Q: 3 clusters Score -1.800989e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47944 members 
Mstep: Class 2 contains 33079 members 
Entering Unmasked Estep 
Score: -18009890.000000 Penalty: 13845.547852
	Iteration 26Q: 3 clusters Score -1.800989e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47808 members 
Mstep: Class 2 contains 33215 members 
Entering Unmasked Estep 
Score: -18009874.000000 Penalty: 13845.547852
	Iteration 27Q: 3 clusters Score -1.800987e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47669 members 
Mstep: Class 2 contains 33354 members 
Entering Unmasked Estep 
Score: -18009902.000000 Penalty: 13845.547852
	Iteration 28Q: 3 clusters Score -1.80099e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47540 members 
Mstep: Class 2 contains 33483 members 
Entering Unmasked Estep 
Score: -18009952.000000 Penalty: 13845.547852
	Iteration 29Q: 3 clusters Score -1.800995e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47406 members 
Mstep: Class 2 contains 33617 members 
Entering Unmasked Estep 
Score: -18009958.000000 Penalty: 13845.547852
	Iteration 30Q: 3 clusters Score -1.800996e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47269 members 
Mstep: Class 2 contains 33754 members 
Entering Unmasked Estep 
Score: -18009952.000000 Penalty: 13845.547852
	Iteration 31Q: 3 clusters Score -1.800995e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47142 members 
Mstep: Class 2 contains 33881 members 
Entering Unmasked Estep 
Score: -18009972.000000 Penalty: 13845.547852
	Iteration 32Q: 3 clusters Score -1.800997e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47035 members 
Mstep: Class 2 contains 33988 members 
Entering Unmasked Estep 
Score: -18009992.000000 Penalty: 13845.547852
	Iteration 33Q: 3 clusters Score -1.800999e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46942 members 
Mstep: Class 2 contains 34081 members 
Entering Unmasked Estep 
Score: -18009992.000000 Penalty: 13845.547852
	Iteration 34Q: 3 clusters Score -1.800999e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46863 members 
Mstep: Class 2 contains 34160 members 
Entering Unmasked Estep 
Score: -18009980.000000 Penalty: 13845.547852
	Iteration 35Q: 3 clusters Score -1.800998e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46788 members 
Mstep: Class 2 contains 34235 members 
Entering Unmasked Estep 
Score: -18010014.000000 Penalty: 13845.547852
	Iteration 36Q: 3 clusters Score -1.801001e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46720 members 
Mstep: Class 2 contains 34303 members 
Entering Unmasked Estep 
Score: -18010038.000000 Penalty: 13845.547852
	Iteration 37Q: 3 clusters Score -1.801004e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46636 members 
Mstep: Class 2 contains 34387 members 
Entering Unmasked Estep 
Score: -18010076.000000 Penalty: 13845.547852
	Iteration 38Q: 3 clusters Score -1.801008e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46542 members 
Mstep: Class 2 contains 34481 members 
Entering Unmasked Estep 
Score: -18010054.000000 Penalty: 13845.547852
	Iteration 39Q: 3 clusters Score -1.801005e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46447 members 
Mstep: Class 2 contains 34576 members 
Entering Unmasked Estep 
Score: -18010062.000000 Penalty: 13845.547852
	Iteration 40F: 3 clusters Score -1.801006e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46354 members 
Mstep: Class 2 contains 34669 members 
Entering Unmasked Estep 
Score: -18010006.000000 Penalty: 13845.547852
	Iteration 41Q: 3 clusters Score -1.801001e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46270 members 
Mstep: Class 2 contains 34753 members 
Entering Unmasked Estep 
Score: -18010004.000000 Penalty: 13845.547852
	Iteration 42Q: 3 clusters Score -1.801e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46216 members 
Mstep: Class 2 contains 34807 members 
Entering Unmasked Estep 
Score: -18010024.000000 Penalty: 13845.547852
	Iteration 43Q: 3 clusters Score -1.801002e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46178 members 
Mstep: Class 2 contains 34845 members 
Entering Unmasked Estep 
Score: -18010026.000000 Penalty: 13845.547852
	Iteration 44Q: 3 clusters Score -1.801003e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46145 members 
Mstep: Class 2 contains 34878 members 
Entering Unmasked Estep 
Score: -18010014.000000 Penalty: 13845.547852
	Iteration 45Q: 3 clusters Score -1.801001e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46113 members 
Mstep: Class 2 contains 34910 members 
Entering Unmasked Estep 
Score: -18010036.000000 Penalty: 13845.547852
	Iteration 46Q: 3 clusters Score -1.801004e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46092 members 
Mstep: Class 2 contains 34931 members 
Entering Unmasked Estep 
Score: -18010048.000000 Penalty: 13845.547852
	Iteration 47Q: 3 clusters Score -1.801005e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46064 members 
Mstep: Class 2 contains 34959 members 
Entering Unmasked Estep 
Score: -18010058.000000 Penalty: 13845.547852
	Iteration 48Q: 3 clusters Score -1.801006e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46042 members 
Mstep: Class 2 contains 34981 members 
Entering Unmasked Estep 
Score: -18010062.000000 Penalty: 13845.547852
	Iteration 49Q: 3 clusters Score -1.801006e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46024 members 
Mstep: Class 2 contains 34999 members 
Entering Unmasked Estep 
Score: -18010090.000000 Penalty: 13845.547852
	Iteration 50Q: 3 clusters Score -1.801009e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46003 members 
Mstep: Class 2 contains 35020 members 
Entering Unmasked Estep 
Score: -18010102.000000 Penalty: 13845.547852
	Iteration 51Q: 3 clusters Score -1.80101e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45998 members 
Mstep: Class 2 contains 35025 members 
Entering Unmasked Estep 
Score: -18010116.000000 Penalty: 13845.547852
	Iteration 52Q: 3 clusters Score -1.801012e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45995 members 
Mstep: Class 2 contains 35028 members 
Entering Unmasked Estep 
Score: -18010116.000000 Penalty: 13845.547852
	Iteration 53Q: 3 clusters Score -1.801012e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45989 members 
Mstep: Class 2 contains 35034 members 
Entering Unmasked Estep 
Score: -18010116.000000 Penalty: 13845.547852
	Iteration 54Q: 3 clusters Score -1.801012e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45982 members 
Mstep: Class 2 contains 35041 members 
Entering Unmasked Estep 
Score: -18010108.000000 Penalty: 13845.547852
	Iteration 55Q: 3 clusters Score -1.801011e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45976 members 
Mstep: Class 2 contains 35047 members 
Entering Unmasked Estep 
Score: -18010108.000000 Penalty: 13845.547852
	Iteration 56Q: 3 clusters Score -1.801011e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45969 members 
Mstep: Class 2 contains 35054 members 
Entering Unmasked Estep 
Score: -18010108.000000 Penalty: 13845.547852
	Iteration 57Q: 3 clusters Score -1.801011e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45962 members 
Mstep: Class 2 contains 35061 members 
Entering Unmasked Estep 
Score: -18010132.000000 Penalty: 13845.547852
	Iteration 58Q: 3 clusters Score -1.801013e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45955 members 
Mstep: Class 2 contains 35068 members 
Entering Unmasked Estep 
Score: -18010124.000000 Penalty: 13845.547852
	Iteration 59Q: 3 clusters Score -1.801012e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45947 members 
Mstep: Class 2 contains 35076 members 
Entering Unmasked Estep 
Score: -18010114.000000 Penalty: 13845.547852
	Iteration 60F: 3 clusters Score -1.801011e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45939 members 
Mstep: Class 2 contains 35084 members 
Entering Unmasked Estep 
Score: -18010110.000000 Penalty: 13845.547852
	Iteration 61Q: 3 clusters Score -1.801011e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45933 members 
Mstep: Class 2 contains 35090 members 
Entering Unmasked Estep 
Score: -18010106.000000 Penalty: 13845.547852
	Iteration 62Q: 3 clusters Score -1.801011e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45926 members 
Mstep: Class 2 contains 35097 members 
Entering Unmasked Estep 
Score: -18010130.000000 Penalty: 13845.547852
	Iteration 63Q: 3 clusters Score -1.801013e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45918 members 
Mstep: Class 2 contains 35105 members 
Entering Unmasked Estep 
Score: -18010122.000000 Penalty: 13845.547852
	Iteration 64Q: 3 clusters Score -1.801012e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45912 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
Score: -18010134.000000 Penalty: 13845.547852
	Iteration 65Q: 3 clusters Score -1.801013e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45909 members 
Mstep: Class 2 contains 35114 members 
Entering Unmasked Estep 
Score: -18010118.000000 Penalty: 13845.547852
	Iteration 66Q: 3 clusters Score -1.801012e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45905 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -18010136.000000 Penalty: 13845.547852
	Iteration 67Q: 3 clusters Score -1.801014e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45903 members 
Mstep: Class 2 contains 35120 members 
Entering Unmasked Estep 
Score: -18010142.000000 Penalty: 13845.547852
	Iteration 68Q: 3 clusters Score -1.801014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45902 members 
Mstep: Class 2 contains 35121 members 
Entering Unmasked Estep 
Score: -18010146.000000 Penalty: 13845.547852
	Iteration 69Q: 3 clusters Score -1.801015e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45898 members 
Mstep: Class 2 contains 35125 members 
Entering Unmasked Estep 
Score: -18010146.000000 Penalty: 13845.547852
	Iteration 70Q: 3 clusters Score -1.801015e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45893 members 
Mstep: Class 2 contains 35130 members 
Entering Unmasked Estep 
Score: -18010140.000000 Penalty: 13845.547852
	Iteration 71Q: 3 clusters Score -1.801014e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45883 members 
Mstep: Class 2 contains 35140 members 
Entering Unmasked Estep 
Score: -18010152.000000 Penalty: 13845.547852
	Iteration 72Q: 3 clusters Score -1.801015e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45875 members 
Mstep: Class 2 contains 35148 members 
Entering Unmasked Estep 
Score: -18010144.000000 Penalty: 13845.547852
	Iteration 73Q: 3 clusters Score -1.801014e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45868 members 
Mstep: Class 2 contains 35155 members 
Entering Unmasked Estep 
Score: -18010142.000000 Penalty: 13845.547852
	Iteration 74Q: 3 clusters Score -1.801014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45865 members 
Mstep: Class 2 contains 35158 members 
Entering Unmasked Estep 
Score: -18010138.000000 Penalty: 13845.547852
	Iteration 75Q: 3 clusters Score -1.801014e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45861 members 
Mstep: Class 2 contains 35162 members 
Entering Unmasked Estep 
Score: -18010144.000000 Penalty: 13845.547852
	Iteration 76Q: 3 clusters Score -1.801014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45858 members 
Mstep: Class 2 contains 35165 members 
Entering Unmasked Estep 
Score: -18010154.000000 Penalty: 13845.547852
	Iteration 77Q: 3 clusters Score -1.801015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45855 members 
Mstep: Class 2 contains 35168 members 
Entering Unmasked Estep 
Score: -18010150.000000 Penalty: 13845.547852
	Iteration 78Q: 3 clusters Score -1.801015e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45845 members 
Mstep: Class 2 contains 35178 members 
Entering Unmasked Estep 
Score: -18010142.000000 Penalty: 13845.547852
	Iteration 79Q: 3 clusters Score -1.801014e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45832 members 
Mstep: Class 2 contains 35191 members 
Entering Unmasked Estep 
Score: -18010144.000000 Penalty: 13845.547852
	Iteration 80F: 3 clusters Score -1.801014e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45821 members 
Mstep: Class 2 contains 35202 members 
Entering Unmasked Estep 
Score: -18010126.000000 Penalty: 13845.547852
	Iteration 81Q: 3 clusters Score -1.801013e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45813 members 
Mstep: Class 2 contains 35210 members 
Entering Unmasked Estep 
Score: -18010138.000000 Penalty: 13845.547852
	Iteration 82Q: 3 clusters Score -1.801014e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45802 members 
Mstep: Class 2 contains 35221 members 
Entering Unmasked Estep 
Score: -18010122.000000 Penalty: 13845.547852
	Iteration 83Q: 3 clusters Score -1.801012e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45800 members 
Mstep: Class 2 contains 35223 members 
Entering Unmasked Estep 
Score: -18010134.000000 Penalty: 13845.547852
	Iteration 84Q: 3 clusters Score -1.801013e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45799 members 
Mstep: Class 2 contains 35224 members 
Entering Unmasked Estep 
Score: -18010134.000000 Penalty: 13845.547852
	Iteration 85Q: 3 clusters Score -1.801013e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45799 members 
Mstep: Class 2 contains 35224 members 
Entering Unmasked Estep 
Score: -18010134.000000 Penalty: 13845.547852
	Iteration 86F: 3 clusters Score -1.801013e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 34896 members 
Mstep: Class 2 contains 12121 members 
Mstep: Class 3 contains 51994 members 
Mstep: Class 4 contains 35193 members 
Mstep: Class 5 contains 6952 members 
Mstep: Class 6 contains 5175 members 
Mstep: Class 7 contains 35644 members 
Mstep: Class 8 contains 50270 members 
Mstep: Class 9 contains 72542 members 
Mstep: Class 10 contains 13317 members 
Mstep: Class 11 contains 1294 members 
Mstep: Class 12 contains 2681 members 
Mstep: Class 13 contains 1315 members 
Mstep: Class 14 contains 71856 members 
Mstep: Class 15 contains 4330 members 
Mstep: Class 16 contains 147394 members 
Mstep: Class 17 contains 37312 members 
Mstep: Class 18 contains 6381 members 
Mstep: Class 19 contains 6559 members 
Mstep: Class 20 contains 2400 members 
Mstep: Class 21 contains 10103 members 
Mstep: Class 22 contains 45799 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 2585 members 
Mstep: Class 25 contains 22849 members 
Mstep: Class 26 contains 35224 members 
Entering Unmasked Estep 
Score: -157221168.000000 Penalty: 214727.484375
Splitting cluster 22 changes total score from -157166752.000000 to -157221168.000000
So it's getting split into cluster 26.
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 34896 members 
Mstep: Class 2 contains 12121 members 
Mstep: Class 4 contains 35193 members 
Mstep: Class 5 contains 6952 members 
Mstep: Class 6 contains 5175 members 
Mstep: Class 7 contains 35644 members 
Mstep: Class 8 contains 50270 members 
Mstep: Class 9 contains 72542 members 
Mstep: Class 10 contains 13317 members 
Mstep: Class 11 contains 1294 members 
Mstep: Class 12 contains 2681 members 
Mstep: Class 13 contains 1315 members 
Mstep: Class 14 contains 71856 members 
Mstep: Class 15 contains 4330 members 
Mstep: Class 16 contains 147394 members 
Mstep: Class 17 contains 37312 members 
Mstep: Class 18 contains 6381 members 
Mstep: Class 19 contains 6559 members 
Mstep: Class 20 contains 2400 members 
Mstep: Class 21 contains 10103 members 
Mstep: Class 22 contains 45799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157235344.000000 Penalty: 214727.484375
Iteration 39Q: 27 clusters Score -1.572353e+08 nChanged 20390
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 34704 members 
Mstep: Class 2 contains 11429 members 
Mstep: Class 3 contains 51079 members 
Mstep: Class 4 contains 31374 members 
Mstep: Class 5 contains 7124 members 
Mstep: Class 6 contains 5285 members 
Mstep: Class 7 contains 35611 members 
Mstep: Class 8 contains 54254 members 
Mstep: Class 9 contains 72523 members 
Mstep: Class 10 contains 13971 members 
Mstep: Class 11 contains 1294 members 
Mstep: Class 12 contains 2650 members 
Mstep: Class 13 contains 1304 members 
Mstep: Class 14 contains 72313 members 
Mstep: Class 15 contains 4394 members 
Mstep: Class 16 contains 147271 members 
Mstep: Class 17 contains 37981 members 
Mstep: Class 18 contains 6427 members 
Mstep: Class 19 contains 6910 members 
Mstep: Class 20 contains 2307 members 
Mstep: Class 21 contains 10059 members 
Mstep: Class 22 contains 46603 members 
Mstep: Class 23 contains 1346 members 
Mstep: Class 24 contains 2594 members 
Mstep: Class 25 contains 22102 members 
Mstep: Class 26 contains 34625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248752.000000 Penalty: 214727.484375
Iteration 40F: 27 clusters Score -1.572488e+08 nChanged 14378
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 34574 members 
Mstep: Class 2 contains 10741 members 
Mstep: Class 3 contains 53022 members 
Mstep: Class 4 contains 29106 members 
Mstep: Class 5 contains 7099 members 
Mstep: Class 6 contains 5322 members 
Mstep: Class 7 contains 35223 members 
Mstep: Class 8 contains 56793 members 
Mstep: Class 9 contains 72259 members 
Mstep: Class 10 contains 14524 members 
Mstep: Class 11 contains 1292 members 
Mstep: Class 12 contains 2604 members 
Mstep: Class 13 contains 1292 members 
Mstep: Class 14 contains 72487 members 
Mstep: Class 15 contains 4422 members 
Mstep: Class 16 contains 145415 members 
Mstep: Class 17 contains 38070 members 
Mstep: Class 18 contains 5963 members 
Mstep: Class 19 contains 7042 members 
Mstep: Class 20 contains 2194 members 
Mstep: Class 21 contains 9978 members 
Mstep: Class 22 contains 46786 members 
Mstep: Class 23 contains 1350 members 
Mstep: Class 24 contains 2743 members 
Mstep: Class 25 contains 22055 members 
Mstep: Class 26 contains 35191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157255696.000000 Penalty: 214727.484375
Iteration 41Q: 27 clusters Score -1.572557e+08 nChanged 8880
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 34343 members 
Mstep: Class 2 contains 10259 members 
Mstep: Class 3 contains 53865 members 
Mstep: Class 4 contains 27843 members 
Mstep: Class 5 contains 7105 members 
Mstep: Class 6 contains 5398 members 
Mstep: Class 7 contains 35008 members 
Mstep: Class 8 contains 58512 members 
Mstep: Class 9 contains 71888 members 
Mstep: Class 10 contains 14927 members 
Mstep: Class 11 contains 1293 members 
Mstep: Class 12 contains 2479 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 72565 members 
Mstep: Class 15 contains 4407 members 
Mstep: Class 16 contains 144618 members 
Mstep: Class 17 contains 38176 members 
Mstep: Class 18 contains 5826 members 
Mstep: Class 19 contains 7157 members 
Mstep: Class 20 contains 2119 members 
Mstep: Class 21 contains 9883 members 
Mstep: Class 22 contains 46960 members 
Mstep: Class 23 contains 1350 members 
Mstep: Class 24 contains 2784 members 
Mstep: Class 25 contains 21954 members 
Mstep: Class 26 contains 35542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157258512.000000 Penalty: 214727.484375
Iteration 42Q: 27 clusters Score -1.572585e+08 nChanged 6329
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 34077 members 
Mstep: Class 2 contains 9869 members 
Mstep: Class 3 contains 54472 members 
Mstep: Class 4 contains 27246 members 
Mstep: Class 5 contains 7103 members 
Mstep: Class 6 contains 5452 members 
Mstep: Class 7 contains 34881 members 
Mstep: Class 8 contains 59613 members 
Mstep: Class 9 contains 71494 members 
Mstep: Class 10 contains 15196 members 
Mstep: Class 11 contains 1294 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 1284 members 
Mstep: Class 14 contains 72586 members 
Mstep: Class 15 contains 4410 members 
Mstep: Class 16 contains 144153 members 
Mstep: Class 17 contains 38252 members 
Mstep: Class 18 contains 5803 members 
Mstep: Class 19 contains 7235 members 
Mstep: Class 20 contains 2053 members 
Mstep: Class 21 contains 9805 members 
Mstep: Class 22 contains 47101 members 
Mstep: Class 23 contains 1350 members 
Mstep: Class 24 contains 2794 members 
Mstep: Class 25 contains 21870 members 
Mstep: Class 26 contains 35767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157260208.000000 Penalty: 214727.484375
Iteration 43Q: 27 clusters Score -1.572602e+08 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 33778 members 
Mstep: Class 2 contains 9650 members 
Mstep: Class 3 contains 54907 members 
Mstep: Class 4 contains 26916 members 
Mstep: Class 5 contains 7103 members 
Mstep: Class 6 contains 5508 members 
Mstep: Class 7 contains 34805 members 
Mstep: Class 8 contains 60342 members 
Mstep: Class 9 contains 71141 members 
Mstep: Class 10 contains 15372 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 2337 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 72584 members 
Mstep: Class 15 contains 4417 members 
Mstep: Class 16 contains 143910 members 
Mstep: Class 17 contains 38289 members 
Mstep: Class 18 contains 5805 members 
Mstep: Class 19 contains 7290 members 
Mstep: Class 20 contains 1981 members 
Mstep: Class 21 contains 9730 members 
Mstep: Class 22 contains 47246 members 
Mstep: Class 23 contains 1350 members 
Mstep: Class 24 contains 2792 members 
Mstep: Class 25 contains 21776 members 
Mstep: Class 26 contains 35942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157260976.000000 Penalty: 214727.484375
Iteration 44Q: 27 clusters Score -1.57261e+08 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 33487 members 
Mstep: Class 2 contains 9502 members 
Mstep: Class 3 contains 55303 members 
Mstep: Class 4 contains 26736 members 
Mstep: Class 5 contains 7088 members 
Mstep: Class 6 contains 5566 members 
Mstep: Class 7 contains 34755 members 
Mstep: Class 8 contains 60800 members 
Mstep: Class 9 contains 70864 members 
Mstep: Class 10 contains 15502 members 
Mstep: Class 11 contains 1296 members 
Mstep: Class 12 contains 2300 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 72582 members 
Mstep: Class 15 contains 4422 members 
Mstep: Class 16 contains 143775 members 
Mstep: Class 17 contains 38260 members 
Mstep: Class 18 contains 5791 members 
Mstep: Class 19 contains 7328 members 
Mstep: Class 20 contains 1905 members 
Mstep: Class 21 contains 9670 members 
Mstep: Class 22 contains 47391 members 
Mstep: Class 23 contains 1351 members 
Mstep: Class 24 contains 2792 members 
Mstep: Class 25 contains 21687 members 
Mstep: Class 26 contains 36113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157261536.000000 Penalty: 214727.484375
Iteration 45Q: 27 clusters Score -1.572615e+08 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 33210 members 
Mstep: Class 2 contains 9408 members 
Mstep: Class 3 contains 55623 members 
Mstep: Class 4 contains 26649 members 
Mstep: Class 5 contains 7086 members 
Mstep: Class 6 contains 5609 members 
Mstep: Class 7 contains 34713 members 
Mstep: Class 8 contains 61082 members 
Mstep: Class 9 contains 70645 members 
Mstep: Class 10 contains 15591 members 
Mstep: Class 11 contains 1296 members 
Mstep: Class 12 contains 2269 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 72574 members 
Mstep: Class 15 contains 4425 members 
Mstep: Class 16 contains 143759 members 
Mstep: Class 17 contains 38266 members 
Mstep: Class 18 contains 5784 members 
Mstep: Class 19 contains 7355 members 
Mstep: Class 20 contains 1834 members 
Mstep: Class 21 contains 9630 members 
Mstep: Class 22 contains 47455 members 
Mstep: Class 23 contains 1351 members 
Mstep: Class 24 contains 2790 members 
Mstep: Class 25 contains 21624 members 
Mstep: Class 26 contains 36238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157262368.000000 Penalty: 214727.484375
Iteration 46Q: 27 clusters Score -1.572624e+08 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 32977 members 
Mstep: Class 2 contains 9354 members 
Mstep: Class 3 contains 55850 members 
Mstep: Class 4 contains 26581 members 
Mstep: Class 5 contains 7088 members 
Mstep: Class 6 contains 5649 members 
Mstep: Class 7 contains 34683 members 
Mstep: Class 8 contains 61310 members 
Mstep: Class 9 contains 70498 members 
Mstep: Class 10 contains 15682 members 
Mstep: Class 11 contains 1296 members 
Mstep: Class 12 contains 2247 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 72560 members 
Mstep: Class 15 contains 4428 members 
Mstep: Class 16 contains 143750 members 
Mstep: Class 17 contains 38215 members 
Mstep: Class 18 contains 5777 members 
Mstep: Class 19 contains 7382 members 
Mstep: Class 20 contains 1791 members 
Mstep: Class 21 contains 9597 members 
Mstep: Class 22 contains 47501 members 
Mstep: Class 23 contains 1352 members 
Mstep: Class 24 contains 2787 members 
Mstep: Class 25 contains 21565 members 
Mstep: Class 26 contains 36346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157263008.000000 Penalty: 214727.484375
Iteration 47Q: 27 clusters Score -1.57263e+08 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 32779 members 
Mstep: Class 2 contains 9336 members 
Mstep: Class 3 contains 56043 members 
Mstep: Class 4 contains 26546 members 
Mstep: Class 5 contains 7092 members 
Mstep: Class 6 contains 5680 members 
Mstep: Class 7 contains 34664 members 
Mstep: Class 8 contains 61449 members 
Mstep: Class 9 contains 70370 members 
Mstep: Class 10 contains 15758 members 
Mstep: Class 11 contains 1296 members 
Mstep: Class 12 contains 2221 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 72540 members 
Mstep: Class 15 contains 4433 members 
Mstep: Class 16 contains 143735 members 
Mstep: Class 17 contains 38192 members 
Mstep: Class 18 contains 5769 members 
Mstep: Class 19 contains 7410 members 
Mstep: Class 20 contains 1772 members 
Mstep: Class 21 contains 9572 members 
Mstep: Class 22 contains 47544 members 
Mstep: Class 23 contains 1353 members 
Mstep: Class 24 contains 2783 members 
Mstep: Class 25 contains 21500 members 
Mstep: Class 26 contains 36429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157263376.000000 Penalty: 214727.484375
Iteration 48Q: 27 clusters Score -1.572634e+08 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 32586 members 
Mstep: Class 2 contains 9332 members 
Mstep: Class 3 contains 56203 members 
Mstep: Class 4 contains 26544 members 
Mstep: Class 5 contains 7103 members 
Mstep: Class 6 contains 5711 members 
Mstep: Class 7 contains 34658 members 
Mstep: Class 8 contains 61570 members 
Mstep: Class 9 contains 70251 members 
Mstep: Class 10 contains 15806 members 
Mstep: Class 11 contains 1296 members 
Mstep: Class 12 contains 2195 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 72529 members 
Mstep: Class 15 contains 4433 members 
Mstep: Class 16 contains 143754 members 
Mstep: Class 17 contains 38125 members 
Mstep: Class 18 contains 5766 members 
Mstep: Class 19 contains 7432 members 
Mstep: Class 20 contains 1770 members 
Mstep: Class 21 contains 9550 members 
Mstep: Class 22 contains 47564 members 
Mstep: Class 23 contains 1353 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 21454 members 
Mstep: Class 26 contains 36500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157263360.000000 Penalty: 214727.484375
Iteration 49Q: 27 clusters Score -1.572634e+08 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 32383 members 
Mstep: Class 2 contains 9291 members 
Mstep: Class 3 contains 56332 members 
Mstep: Class 4 contains 26564 members 
Mstep: Class 5 contains 7102 members 
Mstep: Class 6 contains 5751 members 
Mstep: Class 7 contains 34652 members 
Mstep: Class 8 contains 61691 members 
Mstep: Class 9 contains 70163 members 
Mstep: Class 10 contains 15842 members 
Mstep: Class 11 contains 1296 members 
Mstep: Class 12 contains 2175 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 72513 members 
Mstep: Class 15 contains 4436 members 
Mstep: Class 16 contains 143804 members 
Mstep: Class 17 contains 38064 members 
Mstep: Class 18 contains 5776 members 
Mstep: Class 19 contains 7444 members 
Mstep: Class 20 contains 1769 members 
Mstep: Class 21 contains 9536 members 
Mstep: Class 22 contains 47580 members 
Mstep: Class 23 contains 1353 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 21403 members 
Mstep: Class 26 contains 36566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157263744.000000 Penalty: 214727.484375
Iteration 50Q: 27 clusters Score -1.572637e+08 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 9276 members 
Mstep: Class 3 contains 56468 members 
Mstep: Class 4 contains 26607 members 
Mstep: Class 5 contains 7118 members 
Mstep: Class 6 contains 5768 members 
Mstep: Class 7 contains 34647 members 
Mstep: Class 8 contains 61788 members 
Mstep: Class 9 contains 70074 members 
Mstep: Class 10 contains 15872 members 
Mstep: Class 11 contains 1296 members 
Mstep: Class 12 contains 2142 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 72501 members 
Mstep: Class 15 contains 4439 members 
Mstep: Class 16 contains 143840 members 
Mstep: Class 17 contains 37979 members 
Mstep: Class 18 contains 5765 members 
Mstep: Class 19 contains 7455 members 
Mstep: Class 20 contains 1768 members 
Mstep: Class 21 contains 9534 members 
Mstep: Class 22 contains 47579 members 
Mstep: Class 23 contains 1353 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 21380 members 
Mstep: Class 26 contains 36631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157263824.000000 Penalty: 214727.484375
Iteration 51Q: 27 clusters Score -1.572638e+08 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 32039 members 
Mstep: Class 2 contains 9278 members 
Mstep: Class 3 contains 56587 members 
Mstep: Class 4 contains 26638 members 
Mstep: Class 5 contains 7147 members 
Mstep: Class 6 contains 5793 members 
Mstep: Class 7 contains 34644 members 
Mstep: Class 8 contains 61851 members 
Mstep: Class 9 contains 69990 members 
Mstep: Class 10 contains 15893 members 
Mstep: Class 11 contains 1296 members 
Mstep: Class 12 contains 2119 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 72495 members 
Mstep: Class 15 contains 4439 members 
Mstep: Class 16 contains 143883 members 
Mstep: Class 17 contains 37911 members 
Mstep: Class 18 contains 5752 members 
Mstep: Class 19 contains 7467 members 
Mstep: Class 20 contains 1767 members 
Mstep: Class 21 contains 9535 members 
Mstep: Class 22 contains 47575 members 
Mstep: Class 23 contains 1353 members 
Mstep: Class 24 contains 2782 members 
Mstep: Class 25 contains 21356 members 
Mstep: Class 26 contains 36676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157264032.000000 Penalty: 214727.484375
Iteration 52Q: 27 clusters Score -1.57264e+08 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 31865 members 
Mstep: Class 2 contains 9287 members 
Mstep: Class 3 contains 56681 members 
Mstep: Class 4 contains 26686 members 
Mstep: Class 5 contains 7177 members 
Mstep: Class 6 contains 5815 members 
Mstep: Class 7 contains 34635 members 
Mstep: Class 8 contains 61910 members 
Mstep: Class 9 contains 69919 members 
Mstep: Class 10 contains 15925 members 
Mstep: Class 11 contains 1296 members 
Mstep: Class 12 contains 2088 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 72480 members 
Mstep: Class 15 contains 4442 members 
Mstep: Class 16 contains 143950 members 
Mstep: Class 17 contains 37817 members 
Mstep: Class 18 contains 5761 members 
Mstep: Class 19 contains 7477 members 
Mstep: Class 20 contains 1767 members 
Mstep: Class 21 contains 9517 members 
Mstep: Class 22 contains 47568 members 
Mstep: Class 23 contains 1353 members 
Mstep: Class 24 contains 2782 members 
Mstep: Class 25 contains 21345 members 
Mstep: Class 26 contains 36723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157264192.000000 Penalty: 214727.484375
Iteration 53Q: 27 clusters Score -1.572642e+08 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 31690 members 
Mstep: Class 2 contains 9315 members 
Mstep: Class 3 contains 56780 members 
Mstep: Class 4 contains 26730 members 
Mstep: Class 5 contains 7191 members 
Mstep: Class 6 contains 5844 members 
Mstep: Class 7 contains 34633 members 
Mstep: Class 8 contains 61972 members 
Mstep: Class 9 contains 69854 members 
Mstep: Class 10 contains 15942 members 
Mstep: Class 11 contains 1296 members 
Mstep: Class 12 contains 2055 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 72464 members 
Mstep: Class 15 contains 4442 members 
Mstep: Class 16 contains 144043 members 
Mstep: Class 17 contains 37709 members 
Mstep: Class 18 contains 5755 members 
Mstep: Class 19 contains 7486 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 9515 members 
Mstep: Class 22 contains 47560 members 
Mstep: Class 23 contains 1353 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 21321 members 
Mstep: Class 26 contains 36769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157264624.000000 Penalty: 214727.484375
Iteration 54Q: 27 clusters Score -1.572646e+08 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 31523 members 
Mstep: Class 2 contains 9312 members 
Mstep: Class 3 contains 56865 members 
Mstep: Class 4 contains 26769 members 
Mstep: Class 5 contains 7200 members 
Mstep: Class 6 contains 5870 members 
Mstep: Class 7 contains 34627 members 
Mstep: Class 8 contains 62017 members 
Mstep: Class 9 contains 69792 members 
Mstep: Class 10 contains 15955 members 
Mstep: Class 11 contains 1296 members 
Mstep: Class 12 contains 2020 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 72448 members 
Mstep: Class 15 contains 4442 members 
Mstep: Class 16 contains 144159 members 
Mstep: Class 17 contains 37642 members 
Mstep: Class 18 contains 5756 members 
Mstep: Class 19 contains 7489 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 9514 members 
Mstep: Class 22 contains 47554 members 
Mstep: Class 23 contains 1353 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 21291 members 
Mstep: Class 26 contains 36825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157264544.000000 Penalty: 214727.484375
Iteration 55Q: 27 clusters Score -1.572645e+08 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 31329 members 
Mstep: Class 2 contains 9311 members 
Mstep: Class 3 contains 56942 members 
Mstep: Class 4 contains 26809 members 
Mstep: Class 5 contains 7220 members 
Mstep: Class 6 contains 5879 members 
Mstep: Class 7 contains 34624 members 
Mstep: Class 8 contains 62053 members 
Mstep: Class 9 contains 69737 members 
Mstep: Class 10 contains 15966 members 
Mstep: Class 11 contains 1296 members 
Mstep: Class 12 contains 1994 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 72440 members 
Mstep: Class 15 contains 4442 members 
Mstep: Class 16 contains 144290 members 
Mstep: Class 17 contains 37576 members 
Mstep: Class 18 contains 5761 members 
Mstep: Class 19 contains 7493 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 9513 members 
Mstep: Class 22 contains 47556 members 
Mstep: Class 23 contains 1353 members 
Mstep: Class 24 contains 2783 members 
Mstep: Class 25 contains 21267 members 
Mstep: Class 26 contains 36866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157264880.000000 Penalty: 214727.484375
Iteration 56Q: 27 clusters Score -1.572649e+08 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 31158 members 
Mstep: Class 2 contains 9294 members 
Mstep: Class 3 contains 57009 members 
Mstep: Class 4 contains 26832 members 
Mstep: Class 5 contains 7237 members 
Mstep: Class 6 contains 5894 members 
Mstep: Class 7 contains 34617 members 
Mstep: Class 8 contains 62099 members 
Mstep: Class 9 contains 69689 members 
Mstep: Class 10 contains 15976 members 
Mstep: Class 11 contains 1296 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 72428 members 
Mstep: Class 15 contains 4444 members 
Mstep: Class 16 contains 144412 members 
Mstep: Class 17 contains 37533 members 
Mstep: Class 18 contains 5759 members 
Mstep: Class 19 contains 7497 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 9516 members 
Mstep: Class 22 contains 47550 members 
Mstep: Class 23 contains 1353 members 
Mstep: Class 24 contains 2783 members 
Mstep: Class 25 contains 21245 members 
Mstep: Class 26 contains 36910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157264912.000000 Penalty: 214727.484375
Iteration 57Q: 27 clusters Score -1.572649e+08 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 9302 members 
Mstep: Class 3 contains 57066 members 
Mstep: Class 4 contains 26852 members 
Mstep: Class 5 contains 7257 members 
Mstep: Class 6 contains 5900 members 
Mstep: Class 7 contains 34615 members 
Mstep: Class 8 contains 62140 members 
Mstep: Class 9 contains 69652 members 
Mstep: Class 10 contains 15988 members 
Mstep: Class 11 contains 1296 members 
Mstep: Class 12 contains 1948 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 72412 members 
Mstep: Class 15 contains 4444 members 
Mstep: Class 16 contains 144525 members 
Mstep: Class 17 contains 37477 members 
Mstep: Class 18 contains 5757 members 
Mstep: Class 19 contains 7502 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 9512 members 
Mstep: Class 22 contains 47535 members 
Mstep: Class 23 contains 1353 members 
Mstep: Class 24 contains 2783 members 
Mstep: Class 25 contains 21225 members 
Mstep: Class 26 contains 36953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157264896.000000 Penalty: 214727.484375
Iteration 58Q: 27 clusters Score -1.572649e+08 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 9314 members 
Mstep: Class 3 contains 57107 members 
Mstep: Class 4 contains 26871 members 
Mstep: Class 5 contains 7269 members 
Mstep: Class 6 contains 5909 members 
Mstep: Class 7 contains 34614 members 
Mstep: Class 8 contains 62167 members 
Mstep: Class 9 contains 69621 members 
Mstep: Class 10 contains 16002 members 
Mstep: Class 11 contains 1296 members 
Mstep: Class 12 contains 1928 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 72408 members 
Mstep: Class 15 contains 4443 members 
Mstep: Class 16 contains 144612 members 
Mstep: Class 17 contains 37421 members 
Mstep: Class 18 contains 5755 members 
Mstep: Class 19 contains 7508 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 9516 members 
Mstep: Class 22 contains 47520 members 
Mstep: Class 23 contains 1353 members 
Mstep: Class 24 contains 2783 members 
Mstep: Class 25 contains 21203 members 
Mstep: Class 26 contains 36997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157264896.000000 Penalty: 214727.484375
Iteration 59Q: 27 clusters Score -1.572649e+08 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 30749 members 
Mstep: Class 2 contains 9343 members 
Mstep: Class 3 contains 57156 members 
Mstep: Class 4 contains 26887 members 
Mstep: Class 5 contains 7291 members 
Mstep: Class 6 contains 5928 members 
Mstep: Class 7 contains 34611 members 
Mstep: Class 8 contains 62181 members 
Mstep: Class 9 contains 69588 members 
Mstep: Class 10 contains 16005 members 
Mstep: Class 11 contains 1296 members 
Mstep: Class 12 contains 1915 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 72394 members 
Mstep: Class 15 contains 4443 members 
Mstep: Class 16 contains 144704 members 
Mstep: Class 17 contains 37368 members 
Mstep: Class 18 contains 5763 members 
Mstep: Class 19 contains 7518 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 9511 members 
Mstep: Class 22 contains 47502 members 
Mstep: Class 23 contains 1353 members 
Mstep: Class 24 contains 2784 members 
Mstep: Class 25 contains 21178 members 
Mstep: Class 26 contains 37032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157265216.000000 Penalty: 214727.484375
Iteration 60F: 27 clusters Score -1.572652e+08 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 30639 members 
Mstep: Class 2 contains 9450 members 
Mstep: Class 3 contains 57200 members 
Mstep: Class 4 contains 26905 members 
Mstep: Class 5 contains 7307 members 
Mstep: Class 6 contains 5949 members 
Mstep: Class 7 contains 34609 members 
Mstep: Class 8 contains 62201 members 
Mstep: Class 9 contains 69547 members 
Mstep: Class 10 contains 16011 members 
Mstep: Class 11 contains 1298 members 
Mstep: Class 12 contains 1895 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 72365 members 
Mstep: Class 15 contains 4443 members 
Mstep: Class 16 contains 144764 members 
Mstep: Class 17 contains 37258 members 
Mstep: Class 18 contains 5776 members 
Mstep: Class 19 contains 7522 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 9505 members 
Mstep: Class 22 contains 47492 members 
Mstep: Class 23 contains 1353 members 
Mstep: Class 24 contains 2786 members 
Mstep: Class 25 contains 21167 members 
Mstep: Class 26 contains 37060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157265408.000000 Penalty: 214727.484375
Iteration 61Q: 27 clusters Score -1.572654e+08 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 30531 members 
Mstep: Class 2 contains 9567 members 
Mstep: Class 3 contains 57254 members 
Mstep: Class 4 contains 26907 members 
Mstep: Class 5 contains 7326 members 
Mstep: Class 6 contains 5956 members 
Mstep: Class 7 contains 34605 members 
Mstep: Class 8 contains 62226 members 
Mstep: Class 9 contains 69527 members 
Mstep: Class 10 contains 16025 members 
Mstep: Class 11 contains 1298 members 
Mstep: Class 12 contains 1879 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 72337 members 
Mstep: Class 15 contains 4444 members 
Mstep: Class 16 contains 144817 members 
Mstep: Class 17 contains 37115 members 
Mstep: Class 18 contains 5771 members 
Mstep: Class 19 contains 7528 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 9510 members 
Mstep: Class 22 contains 47482 members 
Mstep: Class 23 contains 1353 members 
Mstep: Class 24 contains 2788 members 
Mstep: Class 25 contains 21159 members 
Mstep: Class 26 contains 37098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157265744.000000 Penalty: 214727.484375
Iteration 62Q: 27 clusters Score -1.572657e+08 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 9680 members 
Mstep: Class 3 contains 57300 members 
Mstep: Class 4 contains 26919 members 
Mstep: Class 5 contains 7328 members 
Mstep: Class 6 contains 5973 members 
Mstep: Class 7 contains 34602 members 
Mstep: Class 8 contains 62266 members 
Mstep: Class 9 contains 69504 members 
Mstep: Class 10 contains 16034 members 
Mstep: Class 11 contains 1298 members 
Mstep: Class 12 contains 1851 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 72305 members 
Mstep: Class 15 contains 4444 members 
Mstep: Class 16 contains 144880 members 
Mstep: Class 17 contains 36967 members 
Mstep: Class 18 contains 5769 members 
Mstep: Class 19 contains 7532 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 9519 members 
Mstep: Class 22 contains 47476 members 
Mstep: Class 23 contains 1353 members 
Mstep: Class 24 contains 2788 members 
Mstep: Class 25 contains 21152 members 
Mstep: Class 26 contains 37125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157265728.000000 Penalty: 214727.484375
Iteration 63Q: 27 clusters Score -1.572657e+08 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 30361 members 
Mstep: Class 2 contains 9785 members 
Mstep: Class 3 contains 57331 members 
Mstep: Class 4 contains 26924 members 
Mstep: Class 5 contains 7327 members 
Mstep: Class 6 contains 5984 members 
Mstep: Class 7 contains 34601 members 
Mstep: Class 8 contains 62316 members 
Mstep: Class 9 contains 69490 members 
Mstep: Class 10 contains 16048 members 
Mstep: Class 11 contains 1298 members 
Mstep: Class 12 contains 1831 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 72272 members 
Mstep: Class 15 contains 4444 members 
Mstep: Class 16 contains 144931 members 
Mstep: Class 17 contains 36798 members 
Mstep: Class 18 contains 5768 members 
Mstep: Class 19 contains 7535 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 9530 members 
Mstep: Class 22 contains 47476 members 
Mstep: Class 23 contains 1353 members 
Mstep: Class 24 contains 2789 members 
Mstep: Class 25 contains 21149 members 
Mstep: Class 26 contains 37162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157265744.000000 Penalty: 214727.484375
Iteration 64Q: 27 clusters Score -1.572657e+08 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 30292 members 
Mstep: Class 2 contains 9881 members 
Mstep: Class 3 contains 57380 members 
Mstep: Class 4 contains 26921 members 
Mstep: Class 5 contains 7333 members 
Mstep: Class 6 contains 5990 members 
Mstep: Class 7 contains 34601 members 
Mstep: Class 8 contains 62366 members 
Mstep: Class 9 contains 69483 members 
Mstep: Class 10 contains 16052 members 
Mstep: Class 11 contains 1298 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 72235 members 
Mstep: Class 15 contains 4445 members 
Mstep: Class 16 contains 144970 members 
Mstep: Class 17 contains 36649 members 
Mstep: Class 18 contains 5778 members 
Mstep: Class 19 contains 7540 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 9530 members 
Mstep: Class 22 contains 47465 members 
Mstep: Class 23 contains 1353 members 
Mstep: Class 24 contains 2789 members 
Mstep: Class 25 contains 21150 members 
Mstep: Class 26 contains 37192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157266032.000000 Penalty: 214727.484375
Iteration 65Q: 27 clusters Score -1.57266e+08 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 30224 members 
Mstep: Class 2 contains 10027 members 
Mstep: Class 3 contains 57413 members 
Mstep: Class 4 contains 26924 members 
Mstep: Class 5 contains 7345 members 
Mstep: Class 6 contains 5996 members 
Mstep: Class 7 contains 34599 members 
Mstep: Class 8 contains 62410 members 
Mstep: Class 9 contains 69462 members 
Mstep: Class 10 contains 16059 members 
Mstep: Class 11 contains 1298 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 72189 members 
Mstep: Class 15 contains 4448 members 
Mstep: Class 16 contains 144996 members 
Mstep: Class 17 contains 36490 members 
Mstep: Class 18 contains 5774 members 
Mstep: Class 19 contains 7542 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 9528 members 
Mstep: Class 22 contains 47466 members 
Mstep: Class 23 contains 1353 members 
Mstep: Class 24 contains 2789 members 
Mstep: Class 25 contains 21152 members 
Mstep: Class 26 contains 37228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157266592.000000 Penalty: 214727.484375
Iteration 66Q: 27 clusters Score -1.572666e+08 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 30174 members 
Mstep: Class 2 contains 10129 members 
Mstep: Class 3 contains 57449 members 
Mstep: Class 4 contains 26940 members 
Mstep: Class 5 contains 7371 members 
Mstep: Class 6 contains 6003 members 
Mstep: Class 7 contains 34599 members 
Mstep: Class 8 contains 62445 members 
Mstep: Class 9 contains 69441 members 
Mstep: Class 10 contains 16064 members 
Mstep: Class 11 contains 1298 members 
Mstep: Class 12 contains 1772 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 72137 members 
Mstep: Class 15 contains 4449 members 
Mstep: Class 16 contains 145024 members 
Mstep: Class 17 contains 36369 members 
Mstep: Class 18 contains 5766 members 
Mstep: Class 19 contains 7547 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 9518 members 
Mstep: Class 22 contains 47462 members 
Mstep: Class 23 contains 1353 members 
Mstep: Class 24 contains 2789 members 
Mstep: Class 25 contains 21148 members 
Mstep: Class 26 contains 37256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157266800.000000 Penalty: 214727.484375
Iteration 67Q: 27 clusters Score -1.572668e+08 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 30117 members 
Mstep: Class 2 contains 10299 members 
Mstep: Class 3 contains 57482 members 
Mstep: Class 4 contains 26940 members 
Mstep: Class 5 contains 7375 members 
Mstep: Class 6 contains 6018 members 
Mstep: Class 7 contains 34596 members 
Mstep: Class 8 contains 62461 members 
Mstep: Class 9 contains 69432 members 
Mstep: Class 10 contains 16068 members 
Mstep: Class 11 contains 1298 members 
Mstep: Class 12 contains 1764 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 72082 members 
Mstep: Class 15 contains 4448 members 
Mstep: Class 16 contains 145073 members 
Mstep: Class 17 contains 36220 members 
Mstep: Class 18 contains 5763 members 
Mstep: Class 19 contains 7549 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 9506 members 
Mstep: Class 22 contains 47448 members 
Mstep: Class 23 contains 1353 members 
Mstep: Class 24 contains 2789 members 
Mstep: Class 25 contains 21135 members 
Mstep: Class 26 contains 37287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157267200.000000 Penalty: 214727.484375
Iteration 68Q: 27 clusters Score -1.572672e+08 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 30068 members 
Mstep: Class 2 contains 10440 members 
Mstep: Class 3 contains 57514 members 
Mstep: Class 4 contains 26948 members 
Mstep: Class 5 contains 7375 members 
Mstep: Class 6 contains 6027 members 
Mstep: Class 7 contains 34599 members 
Mstep: Class 8 contains 62477 members 
Mstep: Class 9 contains 69418 members 
Mstep: Class 10 contains 16071 members 
Mstep: Class 11 contains 1298 members 
Mstep: Class 12 contains 1759 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 72028 members 
Mstep: Class 15 contains 4447 members 
Mstep: Class 16 contains 145116 members 
Mstep: Class 17 contains 36068 members 
Mstep: Class 18 contains 5773 members 
Mstep: Class 19 contains 7550 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 9502 members 
Mstep: Class 22 contains 47427 members 
Mstep: Class 23 contains 1353 members 
Mstep: Class 24 contains 2789 members 
Mstep: Class 25 contains 21113 members 
Mstep: Class 26 contains 37343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157267136.000000 Penalty: 214727.484375
Iteration 69Q: 27 clusters Score -1.572671e+08 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 30027 members 
Mstep: Class 2 contains 10556 members 
Mstep: Class 3 contains 57540 members 
Mstep: Class 4 contains 26948 members 
Mstep: Class 5 contains 7368 members 
Mstep: Class 6 contains 6041 members 
Mstep: Class 7 contains 34598 members 
Mstep: Class 8 contains 62500 members 
Mstep: Class 9 contains 69415 members 
Mstep: Class 10 contains 16082 members 
Mstep: Class 11 contains 1298 members 
Mstep: Class 12 contains 1756 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71979 members 
Mstep: Class 15 contains 4448 members 
Mstep: Class 16 contains 145139 members 
Mstep: Class 17 contains 35931 members 
Mstep: Class 18 contains 5773 members 
Mstep: Class 19 contains 7552 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 9493 members 
Mstep: Class 22 contains 47420 members 
Mstep: Class 23 contains 1353 members 
Mstep: Class 24 contains 2789 members 
Mstep: Class 25 contains 21105 members 
Mstep: Class 26 contains 37392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157267776.000000 Penalty: 214727.484375
Iteration 70Q: 27 clusters Score -1.572678e+08 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 29994 members 
Mstep: Class 2 contains 10680 members 
Mstep: Class 3 contains 57562 members 
Mstep: Class 4 contains 26955 members 
Mstep: Class 5 contains 7373 members 
Mstep: Class 6 contains 6042 members 
Mstep: Class 7 contains 34598 members 
Mstep: Class 8 contains 62520 members 
Mstep: Class 9 contains 69410 members 
Mstep: Class 10 contains 16084 members 
Mstep: Class 11 contains 1298 members 
Mstep: Class 12 contains 1750 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71915 members 
Mstep: Class 15 contains 4449 members 
Mstep: Class 16 contains 145167 members 
Mstep: Class 17 contains 35801 members 
Mstep: Class 18 contains 5771 members 
Mstep: Class 19 contains 7555 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 9491 members 
Mstep: Class 22 contains 47403 members 
Mstep: Class 23 contains 1353 members 
Mstep: Class 24 contains 2789 members 
Mstep: Class 25 contains 21093 members 
Mstep: Class 26 contains 37450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157267440.000000 Penalty: 214727.484375
Iteration 71Q: 27 clusters Score -1.572674e+08 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 29967 members 
Mstep: Class 2 contains 10805 members 
Mstep: Class 3 contains 57580 members 
Mstep: Class 4 contains 26956 members 
Mstep: Class 5 contains 7373 members 
Mstep: Class 6 contains 6052 members 
Mstep: Class 7 contains 34598 members 
Mstep: Class 8 contains 62521 members 
Mstep: Class 9 contains 69404 members 
Mstep: Class 10 contains 16085 members 
Mstep: Class 11 contains 1298 members 
Mstep: Class 12 contains 1740 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71849 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 145180 members 
Mstep: Class 17 contains 35698 members 
Mstep: Class 18 contains 5777 members 
Mstep: Class 19 contains 7556 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 9492 members 
Mstep: Class 22 contains 47377 members 
Mstep: Class 23 contains 1353 members 
Mstep: Class 24 contains 2790 members 
Mstep: Class 25 contains 21093 members 
Mstep: Class 26 contains 37508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157267584.000000 Penalty: 214727.484375
Iteration 72Q: 27 clusters Score -1.572676e+08 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 29939 members 
Mstep: Class 2 contains 10922 members 
Mstep: Class 3 contains 57599 members 
Mstep: Class 4 contains 26952 members 
Mstep: Class 5 contains 7374 members 
Mstep: Class 6 contains 6068 members 
Mstep: Class 7 contains 34597 members 
Mstep: Class 8 contains 62524 members 
Mstep: Class 9 contains 69401 members 
Mstep: Class 10 contains 16089 members 
Mstep: Class 11 contains 1298 members 
Mstep: Class 12 contains 1736 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71779 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 145187 members 
Mstep: Class 17 contains 35606 members 
Mstep: Class 18 contains 5786 members 
Mstep: Class 19 contains 7559 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 9498 members 
Mstep: Class 22 contains 47355 members 
Mstep: Class 23 contains 1353 members 
Mstep: Class 24 contains 2791 members 
Mstep: Class 25 contains 21078 members 
Mstep: Class 26 contains 37561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157267648.000000 Penalty: 214727.484375
Iteration 73Q: 27 clusters Score -1.572676e+08 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 29906 members 
Mstep: Class 2 contains 11022 members 
Mstep: Class 3 contains 57618 members 
Mstep: Class 4 contains 26947 members 
Mstep: Class 5 contains 7369 members 
Mstep: Class 6 contains 6081 members 
Mstep: Class 7 contains 34597 members 
Mstep: Class 8 contains 62534 members 
Mstep: Class 9 contains 69394 members 
Mstep: Class 10 contains 16090 members 
Mstep: Class 11 contains 1298 members 
Mstep: Class 12 contains 1733 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71722 members 
Mstep: Class 15 contains 4453 members 
Mstep: Class 16 contains 145204 members 
Mstep: Class 17 contains 35523 members 
Mstep: Class 18 contains 5788 members 
Mstep: Class 19 contains 7563 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 9499 members 
Mstep: Class 22 contains 47337 members 
Mstep: Class 23 contains 1353 members 
Mstep: Class 24 contains 2792 members 
Mstep: Class 25 contains 21074 members 
Mstep: Class 26 contains 37606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157267808.000000 Penalty: 214727.484375
Iteration 74Q: 27 clusters Score -1.572678e+08 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 11137 members 
Mstep: Class 3 contains 57629 members 
Mstep: Class 4 contains 26952 members 
Mstep: Class 5 contains 7365 members 
Mstep: Class 6 contains 6086 members 
Mstep: Class 7 contains 34596 members 
Mstep: Class 8 contains 62539 members 
Mstep: Class 9 contains 69385 members 
Mstep: Class 10 contains 16095 members 
Mstep: Class 11 contains 1298 members 
Mstep: Class 12 contains 1728 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71663 members 
Mstep: Class 15 contains 4453 members 
Mstep: Class 16 contains 145229 members 
Mstep: Class 17 contains 35444 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 7563 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 9497 members 
Mstep: Class 22 contains 47326 members 
Mstep: Class 23 contains 1353 members 
Mstep: Class 24 contains 2792 members 
Mstep: Class 25 contains 21070 members 
Mstep: Class 26 contains 37644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157268080.000000 Penalty: 214727.484375
Iteration 75Q: 27 clusters Score -1.572681e+08 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 29842 members 
Mstep: Class 2 contains 11246 members 
Mstep: Class 3 contains 57646 members 
Mstep: Class 4 contains 26959 members 
Mstep: Class 5 contains 7360 members 
Mstep: Class 6 contains 6092 members 
Mstep: Class 7 contains 34597 members 
Mstep: Class 8 contains 62540 members 
Mstep: Class 9 contains 69372 members 
Mstep: Class 10 contains 16094 members 
Mstep: Class 11 contains 1298 members 
Mstep: Class 12 contains 1725 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71603 members 
Mstep: Class 15 contains 4453 members 
Mstep: Class 16 contains 145251 members 
Mstep: Class 17 contains 35371 members 
Mstep: Class 18 contains 5790 members 
Mstep: Class 19 contains 7564 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 9493 members 
Mstep: Class 22 contains 47322 members 
Mstep: Class 23 contains 1353 members 
Mstep: Class 24 contains 2792 members 
Mstep: Class 25 contains 21061 members 
Mstep: Class 26 contains 37679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157268144.000000 Penalty: 214727.484375
Iteration 76Q: 27 clusters Score -1.572681e+08 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 29805 members 
Mstep: Class 2 contains 11350 members 
Mstep: Class 3 contains 57656 members 
Mstep: Class 4 contains 26965 members 
Mstep: Class 5 contains 7359 members 
Mstep: Class 6 contains 6103 members 
Mstep: Class 7 contains 34596 members 
Mstep: Class 8 contains 62551 members 
Mstep: Class 9 contains 69361 members 
Mstep: Class 10 contains 16094 members 
Mstep: Class 11 contains 1298 members 
Mstep: Class 12 contains 1724 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71545 members 
Mstep: Class 15 contains 4454 members 
Mstep: Class 16 contains 145279 members 
Mstep: Class 17 contains 35302 members 
Mstep: Class 18 contains 5795 members 
Mstep: Class 19 contains 7564 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 9491 members 
Mstep: Class 22 contains 47317 members 
Mstep: Class 23 contains 1353 members 
Mstep: Class 24 contains 2792 members 
Mstep: Class 25 contains 21052 members 
Mstep: Class 26 contains 37697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157268000.000000 Penalty: 214727.484375
Iteration 77Q: 27 clusters Score -1.57268e+08 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 29772 members 
Mstep: Class 2 contains 11422 members 
Mstep: Class 3 contains 57667 members 
Mstep: Class 4 contains 26972 members 
Mstep: Class 5 contains 7362 members 
Mstep: Class 6 contains 6105 members 
Mstep: Class 7 contains 34596 members 
Mstep: Class 8 contains 62561 members 
Mstep: Class 9 contains 69344 members 
Mstep: Class 10 contains 16093 members 
Mstep: Class 11 contains 1298 members 
Mstep: Class 12 contains 1723 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71511 members 
Mstep: Class 15 contains 4455 members 
Mstep: Class 16 contains 145297 members 
Mstep: Class 17 contains 35264 members 
Mstep: Class 18 contains 5793 members 
Mstep: Class 19 contains 7565 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 9490 members 
Mstep: Class 22 contains 47311 members 
Mstep: Class 23 contains 1353 members 
Mstep: Class 24 contains 2792 members 
Mstep: Class 25 contains 21047 members 
Mstep: Class 26 contains 37710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157268048.000000 Penalty: 214727.484375
Iteration 78Q: 27 clusters Score -1.57268e+08 nChanged 393
Entering ConstructFrom: 
Score: -157268048.000000 Penalty: 214727.484375
Entering ConstructFrom: 
Trying to split cluster 1 (29738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29738 members 
Entering Unmasked Estep 
Score: -6525764.500000 Penalty: 6308.861328
	Iteration 0F: 2 clusters Score -6525764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -6503037.000000 Penalty: 12617.722656
	Iteration 0F: 3 clusters Score -6503037 nChanged 12528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -6509421.000000 Penalty: 12617.722656
	Iteration 1F: 3 clusters Score -6509421 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -6510169.000000 Penalty: 12617.722656
	Iteration 2F: 3 clusters Score -6510169 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -6510714.500000 Penalty: 12617.722656
	Iteration 3Q: 3 clusters Score -6510714 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -6511168.500000 Penalty: 12617.722656
	Iteration 4Q: 3 clusters Score -6511168 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -6511498.500000 Penalty: 12617.722656
	Iteration 5Q: 3 clusters Score -6511498 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -6511777.000000 Penalty: 12617.722656
	Iteration 6Q: 3 clusters Score -6511777 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -6512062.500000 Penalty: 12617.722656
	Iteration 7Q: 3 clusters Score -6512062 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -6512341.500000 Penalty: 12617.722656
	Iteration 8Q: 3 clusters Score -6512342 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -6512700.500000 Penalty: 12617.722656
	Iteration 9Q: 3 clusters Score -6512700 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -6513148.000000 Penalty: 12617.722656
	Iteration 10Q: 3 clusters Score -6513148 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -6513780.000000 Penalty: 12617.722656
	Iteration 11Q: 3 clusters Score -6513780 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -6514511.000000 Penalty: 12617.722656
	Iteration 12Q: 3 clusters Score -6514511 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -6515334.500000 Penalty: 12617.722656
	Iteration 13Q: 3 clusters Score -6515334 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -6516165.000000 Penalty: 12617.722656
	Iteration 14Q: 3 clusters Score -6516165 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 24550 members 
Entering Unmasked Estep 
Score: -6516927.500000 Penalty: 12617.722656
	Iteration 15Q: 3 clusters Score -6516928 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
Score: -6517645.500000 Penalty: 12617.722656
	Iteration 16Q: 3 clusters Score -6517646 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -6518280.500000 Penalty: 12617.722656
	Iteration 17Q: 3 clusters Score -6518280 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -6518727.000000 Penalty: 12617.722656
	Iteration 18Q: 3 clusters Score -6518727 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 27306 members 
Entering Unmasked Estep 
Score: -6519104.500000 Penalty: 12617.722656
	Iteration 19Q: 3 clusters Score -6519104 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 27646 members 
Entering Unmasked Estep 
Score: -6519366.000000 Penalty: 12617.722656
	Iteration 20F: 3 clusters Score -6519366 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 27883 members 
Entering Unmasked Estep 
Score: -6519552.000000 Penalty: 12617.722656
	Iteration 21Q: 3 clusters Score -6519552 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 28047 members 
Entering Unmasked Estep 
Score: -6519707.500000 Penalty: 12617.722656
	Iteration 22Q: 3 clusters Score -6519708 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 28195 members 
Entering Unmasked Estep 
Score: -6519834.500000 Penalty: 12617.722656
	Iteration 23Q: 3 clusters Score -6519834 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 28287 members 
Entering Unmasked Estep 
Score: -6519896.000000 Penalty: 12617.722656
	Iteration 24Q: 3 clusters Score -6519896 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 28355 members 
Entering Unmasked Estep 
Score: -6519967.000000 Penalty: 12617.722656
	Iteration 25Q: 3 clusters Score -6519967 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 28414 members 
Entering Unmasked Estep 
Score: -6520015.000000 Penalty: 12617.722656
	Iteration 26Q: 3 clusters Score -6520015 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 28462 members 
Entering Unmasked Estep 
Score: -6520046.500000 Penalty: 12617.722656
	Iteration 27Q: 3 clusters Score -6520046 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 28502 members 
Entering Unmasked Estep 
Score: -6520086.500000 Penalty: 12617.722656
	Iteration 28Q: 3 clusters Score -6520086 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 28539 members 
Entering Unmasked Estep 
Score: -6520130.000000 Penalty: 12617.722656
	Iteration 29Q: 3 clusters Score -6520130 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 28556 members 
Entering Unmasked Estep 
Score: -6520147.500000 Penalty: 12617.722656
	Iteration 30Q: 3 clusters Score -6520148 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 28575 members 
Entering Unmasked Estep 
Score: -6520173.000000 Penalty: 12617.722656
	Iteration 31Q: 3 clusters Score -6520173 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 28596 members 
Entering Unmasked Estep 
Score: -6520189.000000 Penalty: 12617.722656
	Iteration 32Q: 3 clusters Score -6520189 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 28608 members 
Entering Unmasked Estep 
Score: -6520199.000000 Penalty: 12617.722656
	Iteration 33Q: 3 clusters Score -6520199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 28611 members 
Entering Unmasked Estep 
Score: -6520193.000000 Penalty: 12617.722656
	Iteration 34Q: 3 clusters Score -6520193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 28616 members 
Entering Unmasked Estep 
Score: -6520194.000000 Penalty: 12617.722656
	Iteration 35Q: 3 clusters Score -6520194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 28622 members 
Entering Unmasked Estep 
Score: -6520206.500000 Penalty: 12617.722656
	Iteration 36Q: 3 clusters Score -6520206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 28630 members 
Entering Unmasked Estep 
Score: -6520212.000000 Penalty: 12617.722656
	Iteration 37Q: 3 clusters Score -6520212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 28633 members 
Entering Unmasked Estep 
Score: -6520221.000000 Penalty: 12617.722656
	Iteration 38Q: 3 clusters Score -6520221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 28638 members 
Entering Unmasked Estep 
Score: -6520222.000000 Penalty: 12617.722656
	Iteration 39Q: 3 clusters Score -6520222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 28639 members 
Entering Unmasked Estep 
Score: -6520231.500000 Penalty: 12617.722656
	Iteration 40F: 3 clusters Score -6520232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -6520235.500000 Penalty: 12617.722656
	Iteration 41Q: 3 clusters Score -6520236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -6520239.500000 Penalty: 12617.722656
	Iteration 42Q: 3 clusters Score -6520240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 28643 members 
Entering Unmasked Estep 
Score: -6520235.500000 Penalty: 12617.722656
	Iteration 43Q: 3 clusters Score -6520236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 28643 members 
Entering Unmasked Estep 
Score: -6520244.000000 Penalty: 12617.722656
	Iteration 44Q: 3 clusters Score -6520244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 28644 members 
Entering Unmasked Estep 
Score: -6520241.500000 Penalty: 12617.722656
	Iteration 45Q: 3 clusters Score -6520242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 28650 members 
Entering Unmasked Estep 
Score: -6520244.500000 Penalty: 12617.722656
	Iteration 46Q: 3 clusters Score -6520244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 28654 members 
Entering Unmasked Estep 
Score: -6520256.000000 Penalty: 12617.722656
	Iteration 47Q: 3 clusters Score -6520256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -6520262.000000 Penalty: 12617.722656
	Iteration 48Q: 3 clusters Score -6520262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 28654 members 
Entering Unmasked Estep 
Score: -6520263.500000 Penalty: 12617.722656
	Iteration 49Q: 3 clusters Score -6520264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 28657 members 
Entering Unmasked Estep 
Score: -6520266.000000 Penalty: 12617.722656
	Iteration 50Q: 3 clusters Score -6520266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 28659 members 
Entering Unmasked Estep 
Score: -6520271.500000 Penalty: 12617.722656
	Iteration 51Q: 3 clusters Score -6520272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 28661 members 
Entering Unmasked Estep 
Score: -6520270.000000 Penalty: 12617.722656
	Iteration 52Q: 3 clusters Score -6520270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 28662 members 
Entering Unmasked Estep 
Score: -6520276.500000 Penalty: 12617.722656
	Iteration 53Q: 3 clusters Score -6520276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 28662 members 
Entering Unmasked Estep 
Score: -6520276.500000 Penalty: 12617.722656
	Iteration 54F: 3 clusters Score -6520276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Entering Unmasked Estep 
Score: -2468161.250000 Penalty: 5725.604980
	Iteration 0F: 2 clusters Score -2468161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -2456933.750000 Penalty: 11451.209961
	Iteration 0F: 3 clusters Score -2456934 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -2459419.250000 Penalty: 11451.209961
	Iteration 1F: 3 clusters Score -2459419 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -2459984.250000 Penalty: 11451.209961
	Iteration 2F: 3 clusters Score -2459984 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -2460340.250000 Penalty: 11451.209961
	Iteration 3F: 3 clusters Score -2460340 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -2460606.500000 Penalty: 11451.209961
	Iteration 4Q: 3 clusters Score -2460606 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -2460852.750000 Penalty: 11451.209961
	Iteration 5Q: 3 clusters Score -2460853 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -2461046.250000 Penalty: 11451.209961
	Iteration 6Q: 3 clusters Score -2461046 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -2461216.500000 Penalty: 11451.209961
	Iteration 7Q: 3 clusters Score -2461216 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -2461359.250000 Penalty: 11451.209961
	Iteration 8Q: 3 clusters Score -2461359 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -2461511.250000 Penalty: 11451.209961
	Iteration 9Q: 3 clusters Score -2461511 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -2461649.250000 Penalty: 11451.209961
	Iteration 10Q: 3 clusters Score -2461649 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -2461799.000000 Penalty: 11451.209961
	Iteration 11Q: 3 clusters Score -2461799 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -2461934.500000 Penalty: 11451.209961
	Iteration 12Q: 3 clusters Score -2461934 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -2462045.500000 Penalty: 11451.209961
	Iteration 13Q: 3 clusters Score -2462046 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -2462155.000000 Penalty: 11451.209961
	Iteration 14Q: 3 clusters Score -2462155 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -2462256.500000 Penalty: 11451.209961
	Iteration 15Q: 3 clusters Score -2462256 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -2462342.500000 Penalty: 11451.209961
	Iteration 16Q: 3 clusters Score -2462342 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -2462467.500000 Penalty: 11451.209961
	Iteration 17Q: 3 clusters Score -2462468 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -2462571.000000 Penalty: 11451.209961
	Iteration 18Q: 3 clusters Score -2462571 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -2462691.250000 Penalty: 11451.209961
	Iteration 19Q: 3 clusters Score -2462691 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -2462824.000000 Penalty: 11451.209961
	Iteration 20F: 3 clusters Score -2462824 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -2462950.500000 Penalty: 11451.209961
	Iteration 21Q: 3 clusters Score -2462950 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -2463054.250000 Penalty: 11451.209961
	Iteration 22Q: 3 clusters Score -2463054 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -2463132.500000 Penalty: 11451.209961
	Iteration 23Q: 3 clusters Score -2463132 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -2463219.000000 Penalty: 11451.209961
	Iteration 24Q: 3 clusters Score -2463219 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -2463272.000000 Penalty: 11451.209961
	Iteration 25Q: 3 clusters Score -2463272 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -2463324.250000 Penalty: 11451.209961
	Iteration 26Q: 3 clusters Score -2463324 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -2463368.250000 Penalty: 11451.209961
	Iteration 27Q: 3 clusters Score -2463368 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -2463407.750000 Penalty: 11451.209961
	Iteration 28Q: 3 clusters Score -2463408 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -2463459.000000 Penalty: 11451.209961
	Iteration 29Q: 3 clusters Score -2463459 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -2463500.500000 Penalty: 11451.209961
	Iteration 30Q: 3 clusters Score -2463500 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -2463543.750000 Penalty: 11451.209961
	Iteration 31Q: 3 clusters Score -2463544 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -2463576.750000 Penalty: 11451.209961
	Iteration 32Q: 3 clusters Score -2463577 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -2463615.500000 Penalty: 11451.209961
	Iteration 33Q: 3 clusters Score -2463616 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -2463652.500000 Penalty: 11451.209961
	Iteration 34Q: 3 clusters Score -2463652 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -2463670.750000 Penalty: 11451.209961
	Iteration 35Q: 3 clusters Score -2463671 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -2463698.500000 Penalty: 11451.209961
	Iteration 36Q: 3 clusters Score -2463698 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -2463712.500000 Penalty: 11451.209961
	Iteration 37Q: 3 clusters Score -2463712 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -2463741.000000 Penalty: 11451.209961
	Iteration 38Q: 3 clusters Score -2463741 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -2463764.500000 Penalty: 11451.209961
	Iteration 39Q: 3 clusters Score -2463764 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -2463792.000000 Penalty: 11451.209961
	Iteration 40F: 3 clusters Score -2463792 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -2463798.500000 Penalty: 11451.209961
	Iteration 41Q: 3 clusters Score -2463798 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -2463815.750000 Penalty: 11451.209961
	Iteration 42Q: 3 clusters Score -2463816 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -2463825.250000 Penalty: 11451.209961
	Iteration 43Q: 3 clusters Score -2463825 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -2463832.750000 Penalty: 11451.209961
	Iteration 44Q: 3 clusters Score -2463833 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -2463836.750000 Penalty: 11451.209961
	Iteration 45Q: 3 clusters Score -2463837 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -2463846.750000 Penalty: 11451.209961
	Iteration 46Q: 3 clusters Score -2463847 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -2463853.250000 Penalty: 11451.209961
	Iteration 47Q: 3 clusters Score -2463853 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -2463853.250000 Penalty: 11451.209961
	Iteration 48Q: 3 clusters Score -2463853 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -2463864.750000 Penalty: 11451.209961
	Iteration 49Q: 3 clusters Score -2463865 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -2463866.500000 Penalty: 11451.209961
	Iteration 50Q: 3 clusters Score -2463866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -2463873.250000 Penalty: 11451.209961
	Iteration 51Q: 3 clusters Score -2463873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -2463870.500000 Penalty: 11451.209961
	Iteration 52Q: 3 clusters Score -2463870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -2463872.500000 Penalty: 11451.209961
	Iteration 53Q: 3 clusters Score -2463872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -2463874.500000 Penalty: 11451.209961
	Iteration 54Q: 3 clusters Score -2463874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -2463880.500000 Penalty: 11451.209961
	Iteration 55Q: 3 clusters Score -2463880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -2463884.750000 Penalty: 11451.209961
	Iteration 56Q: 3 clusters Score -2463885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -2463879.500000 Penalty: 11451.209961
	Iteration 57Q: 3 clusters Score -2463880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -2463883.250000 Penalty: 11451.209961
	Iteration 58Q: 3 clusters Score -2463883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -2463885.250000 Penalty: 11451.209961
	Iteration 59Q: 3 clusters Score -2463885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -2463885.250000 Penalty: 11451.209961
	Iteration 60F: 3 clusters Score -2463885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (57682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57682 members 
Entering Unmasked Estep 
Score: -12939205.000000 Penalty: 6714.654297
	Iteration 0F: 2 clusters Score -1.29392e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28956 members 
Mstep: Class 2 contains 28726 members 
Entering Unmasked Estep 
Score: -12898651.000000 Penalty: 13429.308594
	Iteration 0F: 3 clusters Score -1.289865e+07 nChanged 25586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29360 members 
Mstep: Class 2 contains 28322 members 
Entering Unmasked Estep 
Score: -12912847.000000 Penalty: 13429.308594
	Iteration 1F: 3 clusters Score -1.291285e+07 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29491 members 
Mstep: Class 2 contains 28191 members 
Entering Unmasked Estep 
Score: -12914304.000000 Penalty: 13429.308594
	Iteration 2F: 3 clusters Score -1.29143e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
Score: -12915726.000000 Penalty: 13429.308594
	Iteration 3F: 3 clusters Score -1.291573e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Mstep: Class 2 contains 28106 members 
Entering Unmasked Estep 
Score: -12916976.000000 Penalty: 13429.308594
	Iteration 4Q: 3 clusters Score -1.291698e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29363 members 
Mstep: Class 2 contains 28319 members 
Entering Unmasked Estep 
Score: -12918313.000000 Penalty: 13429.308594
	Iteration 5Q: 3 clusters Score -1.291831e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28855 members 
Mstep: Class 2 contains 28827 members 
Entering Unmasked Estep 
Score: -12919468.000000 Penalty: 13429.308594
	Iteration 6Q: 3 clusters Score -1.291947e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 29628 members 
Entering Unmasked Estep 
Score: -12920568.000000 Penalty: 13429.308594
	Iteration 7Q: 3 clusters Score -1.292057e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27022 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
Score: -12921767.000000 Penalty: 13429.308594
	Iteration 8Q: 3 clusters Score -1.292177e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25718 members 
Mstep: Class 2 contains 31964 members 
Entering Unmasked Estep 
Score: -12923388.000000 Penalty: 13429.308594
	Iteration 9Q: 3 clusters Score -1.292339e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 33454 members 
Entering Unmasked Estep 
Score: -12925697.000000 Penalty: 13429.308594
	Iteration 10Q: 3 clusters Score -1.29257e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 34736 members 
Entering Unmasked Estep 
Score: -12928000.000000 Penalty: 13429.308594
	Iteration 11Q: 3 clusters Score -1.2928e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 35715 members 
Entering Unmasked Estep 
Score: -12929788.000000 Penalty: 13429.308594
	Iteration 12Q: 3 clusters Score -1.292979e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 36415 members 
Entering Unmasked Estep 
Score: -12930793.000000 Penalty: 13429.308594
	Iteration 13Q: 3 clusters Score -1.293079e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 37023 members 
Entering Unmasked Estep 
Score: -12931449.000000 Penalty: 13429.308594
	Iteration 14Q: 3 clusters Score -1.293145e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 37652 members 
Entering Unmasked Estep 
Score: -12931871.000000 Penalty: 13429.308594
	Iteration 15Q: 3 clusters Score -1.293187e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 38291 members 
Entering Unmasked Estep 
Score: -12932118.000000 Penalty: 13429.308594
	Iteration 16Q: 3 clusters Score -1.293212e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 38945 members 
Entering Unmasked Estep 
Score: -12932359.000000 Penalty: 13429.308594
	Iteration 17Q: 3 clusters Score -1.293236e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 39604 members 
Entering Unmasked Estep 
Score: -12932551.000000 Penalty: 13429.308594
	Iteration 18Q: 3 clusters Score -1.293255e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 40294 members 
Entering Unmasked Estep 
Score: -12932773.000000 Penalty: 13429.308594
	Iteration 19Q: 3 clusters Score -1.293277e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 41025 members 
Entering Unmasked Estep 
Score: -12933070.000000 Penalty: 13429.308594
	Iteration 20F: 3 clusters Score -1.293307e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 41802 members 
Entering Unmasked Estep 
Score: -12933304.000000 Penalty: 13429.308594
	Iteration 21Q: 3 clusters Score -1.29333e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 42595 members 
Entering Unmasked Estep 
Score: -12933611.000000 Penalty: 13429.308594
	Iteration 22Q: 3 clusters Score -1.293361e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 43410 members 
Entering Unmasked Estep 
Score: -12933867.000000 Penalty: 13429.308594
	Iteration 23Q: 3 clusters Score -1.293387e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 44226 members 
Entering Unmasked Estep 
Score: -12934119.000000 Penalty: 13429.308594
	Iteration 24Q: 3 clusters Score -1.293412e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 45000 members 
Entering Unmasked Estep 
Score: -12934470.000000 Penalty: 13429.308594
	Iteration 25Q: 3 clusters Score -1.293447e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 45734 members 
Entering Unmasked Estep 
Score: -12934721.000000 Penalty: 13429.308594
	Iteration 26Q: 3 clusters Score -1.293472e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 46438 members 
Entering Unmasked Estep 
Score: -12934971.000000 Penalty: 13429.308594
	Iteration 27Q: 3 clusters Score -1.293497e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 47166 members 
Entering Unmasked Estep 
Score: -12935290.000000 Penalty: 13429.308594
	Iteration 28Q: 3 clusters Score -1.293529e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 47867 members 
Entering Unmasked Estep 
Score: -12935575.000000 Penalty: 13429.308594
	Iteration 29Q: 3 clusters Score -1.293558e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 48478 members 
Entering Unmasked Estep 
Score: -12935859.000000 Penalty: 13429.308594
	Iteration 30Q: 3 clusters Score -1.293586e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 49029 members 
Entering Unmasked Estep 
Score: -12936101.000000 Penalty: 13429.308594
	Iteration 31Q: 3 clusters Score -1.29361e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 49491 members 
Entering Unmasked Estep 
Score: -12936240.000000 Penalty: 13429.308594
	Iteration 32Q: 3 clusters Score -1.293624e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 49879 members 
Entering Unmasked Estep 
Score: -12936355.000000 Penalty: 13429.308594
	Iteration 33Q: 3 clusters Score -1.293636e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 50226 members 
Entering Unmasked Estep 
Score: -12936496.000000 Penalty: 13429.308594
	Iteration 34Q: 3 clusters Score -1.29365e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 50515 members 
Entering Unmasked Estep 
Score: -12936650.000000 Penalty: 13429.308594
	Iteration 35Q: 3 clusters Score -1.293665e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 50771 members 
Entering Unmasked Estep 
Score: -12936743.000000 Penalty: 13429.308594
	Iteration 36Q: 3 clusters Score -1.293674e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 51003 members 
Entering Unmasked Estep 
Score: -12936796.000000 Penalty: 13429.308594
	Iteration 37Q: 3 clusters Score -1.29368e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 51176 members 
Entering Unmasked Estep 
Score: -12936833.000000 Penalty: 13429.308594
	Iteration 38Q: 3 clusters Score -1.293683e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 51323 members 
Entering Unmasked Estep 
Score: -12936863.000000 Penalty: 13429.308594
	Iteration 39Q: 3 clusters Score -1.293686e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 51466 members 
Entering Unmasked Estep 
Score: -12936924.000000 Penalty: 13429.308594
	Iteration 40F: 3 clusters Score -1.293692e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 51584 members 
Entering Unmasked Estep 
Score: -12936975.000000 Penalty: 13429.308594
	Iteration 41Q: 3 clusters Score -1.293698e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 51666 members 
Entering Unmasked Estep 
Score: -12937019.000000 Penalty: 13429.308594
	Iteration 42Q: 3 clusters Score -1.293702e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 51748 members 
Entering Unmasked Estep 
Score: -12937050.000000 Penalty: 13429.308594
	Iteration 43Q: 3 clusters Score -1.293705e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 51839 members 
Entering Unmasked Estep 
Score: -12937069.000000 Penalty: 13429.308594
	Iteration 44Q: 3 clusters Score -1.293707e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 51917 members 
Entering Unmasked Estep 
Score: -12937080.000000 Penalty: 13429.308594
	Iteration 45Q: 3 clusters Score -1.293708e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 51979 members 
Entering Unmasked Estep 
Score: -12937086.000000 Penalty: 13429.308594
	Iteration 46Q: 3 clusters Score -1.293709e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 52042 members 
Entering Unmasked Estep 
Score: -12937106.000000 Penalty: 13429.308594
	Iteration 47Q: 3 clusters Score -1.293711e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 52089 members 
Entering Unmasked Estep 
Score: -12937159.000000 Penalty: 13429.308594
	Iteration 48Q: 3 clusters Score -1.293716e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 52134 members 
Entering Unmasked Estep 
Score: -12937160.000000 Penalty: 13429.308594
	Iteration 49Q: 3 clusters Score -1.293716e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 52175 members 
Entering Unmasked Estep 
Score: -12937150.000000 Penalty: 13429.308594
	Iteration 50Q: 3 clusters Score -1.293715e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 52214 members 
Entering Unmasked Estep 
Score: -12937146.000000 Penalty: 13429.308594
	Iteration 51Q: 3 clusters Score -1.293715e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 52247 members 
Entering Unmasked Estep 
Score: -12937154.000000 Penalty: 13429.308594
	Iteration 52Q: 3 clusters Score -1.293715e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 52275 members 
Entering Unmasked Estep 
Score: -12937153.000000 Penalty: 13429.308594
	Iteration 53Q: 3 clusters Score -1.293715e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 52301 members 
Entering Unmasked Estep 
Score: -12937179.000000 Penalty: 13429.308594
	Iteration 54Q: 3 clusters Score -1.293718e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 52334 members 
Entering Unmasked Estep 
Score: -12937172.000000 Penalty: 13429.308594
	Iteration 55Q: 3 clusters Score -1.293717e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 52364 members 
Entering Unmasked Estep 
Score: -12937188.000000 Penalty: 13429.308594
	Iteration 56Q: 3 clusters Score -1.293719e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 52397 members 
Entering Unmasked Estep 
Score: -12937203.000000 Penalty: 13429.308594
	Iteration 57Q: 3 clusters Score -1.29372e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 52424 members 
Entering Unmasked Estep 
Score: -12937205.000000 Penalty: 13429.308594
	Iteration 58Q: 3 clusters Score -1.29372e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 52440 members 
Entering Unmasked Estep 
Score: -12937220.000000 Penalty: 13429.308594
	Iteration 59Q: 3 clusters Score -1.293722e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 52465 members 
Entering Unmasked Estep 
Score: -12937248.000000 Penalty: 13429.308594
	Iteration 60F: 3 clusters Score -1.293725e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 52494 members 
Entering Unmasked Estep 
Score: -12937244.000000 Penalty: 13429.308594
	Iteration 61Q: 3 clusters Score -1.293724e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 52526 members 
Entering Unmasked Estep 
Score: -12937249.000000 Penalty: 13429.308594
	Iteration 62Q: 3 clusters Score -1.293725e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 52563 members 
Entering Unmasked Estep 
Score: -12937250.000000 Penalty: 13429.308594
	Iteration 63Q: 3 clusters Score -1.293725e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 52608 members 
Entering Unmasked Estep 
Score: -12937236.000000 Penalty: 13429.308594
	Iteration 64Q: 3 clusters Score -1.293724e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 52669 members 
Entering Unmasked Estep 
Score: -12937273.000000 Penalty: 13429.308594
	Iteration 65Q: 3 clusters Score -1.293727e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 52741 members 
Entering Unmasked Estep 
Score: -12937339.000000 Penalty: 13429.308594
	Iteration 66Q: 3 clusters Score -1.293734e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 52817 members 
Entering Unmasked Estep 
Score: -12937392.000000 Penalty: 13429.308594
	Iteration 67Q: 3 clusters Score -1.293739e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 52894 members 
Entering Unmasked Estep 
Score: -12937468.000000 Penalty: 13429.308594
	Iteration 68Q: 3 clusters Score -1.293747e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 52977 members 
Entering Unmasked Estep 
Score: -12937523.000000 Penalty: 13429.308594
	Iteration 69Q: 3 clusters Score -1.293752e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 53041 members 
Entering Unmasked Estep 
Score: -12937575.000000 Penalty: 13429.308594
	Iteration 70Q: 3 clusters Score -1.293758e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 53110 members 
Entering Unmasked Estep 
Score: -12937593.000000 Penalty: 13429.308594
	Iteration 71Q: 3 clusters Score -1.293759e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 53166 members 
Entering Unmasked Estep 
Score: -12937614.000000 Penalty: 13429.308594
	Iteration 72Q: 3 clusters Score -1.293761e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 53205 members 
Entering Unmasked Estep 
Score: -12937650.000000 Penalty: 13429.308594
	Iteration 73Q: 3 clusters Score -1.293765e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 53225 members 
Entering Unmasked Estep 
Score: -12937651.000000 Penalty: 13429.308594
	Iteration 74Q: 3 clusters Score -1.293765e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 53237 members 
Entering Unmasked Estep 
Score: -12937654.000000 Penalty: 13429.308594
	Iteration 75Q: 3 clusters Score -1.293765e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 53246 members 
Entering Unmasked Estep 
Score: -12937655.000000 Penalty: 13429.308594
	Iteration 76Q: 3 clusters Score -1.293766e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 53251 members 
Entering Unmasked Estep 
Score: -12937660.000000 Penalty: 13429.308594
	Iteration 77Q: 3 clusters Score -1.293766e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 53253 members 
Entering Unmasked Estep 
Score: -12937654.000000 Penalty: 13429.308594
	Iteration 78Q: 3 clusters Score -1.293765e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 53252 members 
Entering Unmasked Estep 
Score: -12937648.000000 Penalty: 13429.308594
	Iteration 79Q: 3 clusters Score -1.293765e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 53253 members 
Entering Unmasked Estep 
Score: -12937644.000000 Penalty: 13429.308594
	Iteration 80F: 3 clusters Score -1.293764e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 53253 members 
Entering Unmasked Estep 
Score: -12937645.000000 Penalty: 13429.308594
	Iteration 81Q: 3 clusters Score -1.293764e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 53252 members 
Entering Unmasked Estep 
Score: -12937644.000000 Penalty: 13429.308594
	Iteration 82Q: 3 clusters Score -1.293764e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 53252 members 
Entering Unmasked Estep 
Score: -12937643.000000 Penalty: 13429.308594
	Iteration 83Q: 3 clusters Score -1.293764e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 53251 members 
Entering Unmasked Estep 
Score: -12937641.000000 Penalty: 13429.308594
	Iteration 84Q: 3 clusters Score -1.293764e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 53252 members 
Entering Unmasked Estep 
Score: -12937639.000000 Penalty: 13429.308594
	Iteration 85Q: 3 clusters Score -1.293764e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 53252 members 
Entering Unmasked Estep 
Score: -12937650.000000 Penalty: 13429.308594
	Iteration 86Q: 3 clusters Score -1.293765e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 53252 members 
Entering Unmasked Estep 
Score: -12937650.000000 Penalty: 13429.308594
	Iteration 87F: 3 clusters Score -1.293765e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Entering Unmasked Estep 
Score: -6028649.000000 Penalty: 6249.269043
	Iteration 0F: 2 clusters Score -6028649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -6007712.000000 Penalty: 12498.538086
	Iteration 0F: 3 clusters Score -6007712 nChanged 11259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -6013660.000000 Penalty: 12498.538086
	Iteration 1F: 3 clusters Score -6013660 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -6014488.500000 Penalty: 12498.538086
	Iteration 2F: 3 clusters Score -6014488 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -6015140.500000 Penalty: 12498.538086
	Iteration 3F: 3 clusters Score -6015140 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -6015692.000000 Penalty: 12498.538086
	Iteration 4Q: 3 clusters Score -6015692 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -6016243.500000 Penalty: 12498.538086
	Iteration 5Q: 3 clusters Score -6016244 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -6016722.500000 Penalty: 12498.538086
	Iteration 6Q: 3 clusters Score -6016722 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -6017268.000000 Penalty: 12498.538086
	Iteration 7Q: 3 clusters Score -6017268 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -6017796.500000 Penalty: 12498.538086
	Iteration 8Q: 3 clusters Score -6017796 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -6018385.500000 Penalty: 12498.538086
	Iteration 9Q: 3 clusters Score -6018386 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -6018948.500000 Penalty: 12498.538086
	Iteration 10Q: 3 clusters Score -6018948 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -6019657.000000 Penalty: 12498.538086
	Iteration 11Q: 3 clusters Score -6019657 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -6020457.000000 Penalty: 12498.538086
	Iteration 12Q: 3 clusters Score -6020457 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -6021314.000000 Penalty: 12498.538086
	Iteration 13Q: 3 clusters Score -6021314 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -6022060.500000 Penalty: 12498.538086
	Iteration 14Q: 3 clusters Score -6022060 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -6022603.000000 Penalty: 12498.538086
	Iteration 15Q: 3 clusters Score -6022603 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -6022976.000000 Penalty: 12498.538086
	Iteration 16Q: 3 clusters Score -6022976 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -6023193.500000 Penalty: 12498.538086
	Iteration 17Q: 3 clusters Score -6023194 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -6023352.500000 Penalty: 12498.538086
	Iteration 18Q: 3 clusters Score -6023352 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -6023482.500000 Penalty: 12498.538086
	Iteration 19Q: 3 clusters Score -6023482 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -6023578.000000 Penalty: 12498.538086
	Iteration 20F: 3 clusters Score -6023578 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -6023677.000000 Penalty: 12498.538086
	Iteration 21Q: 3 clusters Score -6023677 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -6023762.000000 Penalty: 12498.538086
	Iteration 22Q: 3 clusters Score -6023762 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -6023828.000000 Penalty: 12498.538086
	Iteration 23Q: 3 clusters Score -6023828 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -6023852.500000 Penalty: 12498.538086
	Iteration 24Q: 3 clusters Score -6023852 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -6023888.000000 Penalty: 12498.538086
	Iteration 25Q: 3 clusters Score -6023888 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -6023917.000000 Penalty: 12498.538086
	Iteration 26Q: 3 clusters Score -6023917 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -6023947.000000 Penalty: 12498.538086
	Iteration 27Q: 3 clusters Score -6023947 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -6023955.500000 Penalty: 12498.538086
	Iteration 28Q: 3 clusters Score -6023956 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -6023965.500000 Penalty: 12498.538086
	Iteration 29Q: 3 clusters Score -6023966 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -6023980.500000 Penalty: 12498.538086
	Iteration 30Q: 3 clusters Score -6023980 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -6023987.500000 Penalty: 12498.538086
	Iteration 31Q: 3 clusters Score -6023988 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -6023999.500000 Penalty: 12498.538086
	Iteration 32Q: 3 clusters Score -6024000 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -6024008.000000 Penalty: 12498.538086
	Iteration 33Q: 3 clusters Score -6024008 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 23493 members 
Entering Unmasked Estep 
Score: -6024004.000000 Penalty: 12498.538086
	Iteration 34Q: 3 clusters Score -6024004 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -6024015.500000 Penalty: 12498.538086
	Iteration 35Q: 3 clusters Score -6024016 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
Score: -6024043.000000 Penalty: 12498.538086
	Iteration 36Q: 3 clusters Score -6024043 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -6024042.000000 Penalty: 12498.538086
	Iteration 37Q: 3 clusters Score -6024042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -6024054.000000 Penalty: 12498.538086
	Iteration 38Q: 3 clusters Score -6024054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -6024058.500000 Penalty: 12498.538086
	Iteration 39Q: 3 clusters Score -6024058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -6024074.000000 Penalty: 12498.538086
	Iteration 40F: 3 clusters Score -6024074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -6024066.500000 Penalty: 12498.538086
	Iteration 41Q: 3 clusters Score -6024066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -6024072.000000 Penalty: 12498.538086
	Iteration 42Q: 3 clusters Score -6024072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -6024070.500000 Penalty: 12498.538086
	Iteration 43Q: 3 clusters Score -6024070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -6024073.500000 Penalty: 12498.538086
	Iteration 44Q: 3 clusters Score -6024074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -6024069.500000 Penalty: 12498.538086
	Iteration 45Q: 3 clusters Score -6024070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -6024069.000000 Penalty: 12498.538086
	Iteration 46Q: 3 clusters Score -6024069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 23657 members 
Entering Unmasked Estep 
Score: -6024070.000000 Penalty: 12498.538086
	Iteration 47Q: 3 clusters Score -6024070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -6024073.000000 Penalty: 12498.538086
	Iteration 48Q: 3 clusters Score -6024073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -6024073.000000 Penalty: 12498.538086
	Iteration 49F: 3 clusters Score -6024073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Entering Unmasked Estep 
Score: -1581785.625000 Penalty: 5453.669922
	Iteration 0F: 2 clusters Score -1581786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1573149.625000 Penalty: 10907.339844
	Iteration 0F: 3 clusters Score -1573150 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1574836.125000 Penalty: 10907.339844
	Iteration 1F: 3 clusters Score -1574836 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1575272.875000 Penalty: 10907.339844
	Iteration 2F: 3 clusters Score -1575273 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1575506.000000 Penalty: 10907.339844
	Iteration 3Q: 3 clusters Score -1575506 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1575648.250000 Penalty: 10907.339844
	Iteration 4Q: 3 clusters Score -1575648 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1575743.500000 Penalty: 10907.339844
	Iteration 5Q: 3 clusters Score -1575744 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1575819.125000 Penalty: 10907.339844
	Iteration 6Q: 3 clusters Score -1575819 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1575905.625000 Penalty: 10907.339844
	Iteration 7Q: 3 clusters Score -1575906 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1575974.250000 Penalty: 10907.339844
	Iteration 8Q: 3 clusters Score -1575974 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1576040.250000 Penalty: 10907.339844
	Iteration 9Q: 3 clusters Score -1576040 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1576098.750000 Penalty: 10907.339844
	Iteration 10Q: 3 clusters Score -1576099 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1576150.625000 Penalty: 10907.339844
	Iteration 11Q: 3 clusters Score -1576151 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1576198.625000 Penalty: 10907.339844
	Iteration 12Q: 3 clusters Score -1576199 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1576260.625000 Penalty: 10907.339844
	Iteration 13Q: 3 clusters Score -1576261 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1576313.125000 Penalty: 10907.339844
	Iteration 14Q: 3 clusters Score -1576313 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1576359.250000 Penalty: 10907.339844
	Iteration 15Q: 3 clusters Score -1576359 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1576399.125000 Penalty: 10907.339844
	Iteration 16Q: 3 clusters Score -1576399 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1576447.250000 Penalty: 10907.339844
	Iteration 17Q: 3 clusters Score -1576447 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1576481.625000 Penalty: 10907.339844
	Iteration 18Q: 3 clusters Score -1576482 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1576515.375000 Penalty: 10907.339844
	Iteration 19Q: 3 clusters Score -1576515 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1576548.625000 Penalty: 10907.339844
	Iteration 20F: 3 clusters Score -1576549 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1576571.000000 Penalty: 10907.339844
	Iteration 21Q: 3 clusters Score -1576571 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1576596.250000 Penalty: 10907.339844
	Iteration 22Q: 3 clusters Score -1576596 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1576610.875000 Penalty: 10907.339844
	Iteration 23Q: 3 clusters Score -1576611 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1576631.625000 Penalty: 10907.339844
	Iteration 24Q: 3 clusters Score -1576632 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1576649.625000 Penalty: 10907.339844
	Iteration 25Q: 3 clusters Score -1576650 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1576670.125000 Penalty: 10907.339844
	Iteration 26Q: 3 clusters Score -1576670 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1576688.375000 Penalty: 10907.339844
	Iteration 27Q: 3 clusters Score -1576688 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1576718.000000 Penalty: 10907.339844
	Iteration 28Q: 3 clusters Score -1576718 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1576748.875000 Penalty: 10907.339844
	Iteration 29Q: 3 clusters Score -1576749 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1576781.000000 Penalty: 10907.339844
	Iteration 30Q: 3 clusters Score -1576781 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1576820.875000 Penalty: 10907.339844
	Iteration 31Q: 3 clusters Score -1576821 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1576846.750000 Penalty: 10907.339844
	Iteration 32Q: 3 clusters Score -1576847 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1576872.750000 Penalty: 10907.339844
	Iteration 33Q: 3 clusters Score -1576873 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1576898.375000 Penalty: 10907.339844
	Iteration 34Q: 3 clusters Score -1576898 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1576915.625000 Penalty: 10907.339844
	Iteration 35Q: 3 clusters Score -1576916 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1576936.500000 Penalty: 10907.339844
	Iteration 36Q: 3 clusters Score -1576936 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1576951.875000 Penalty: 10907.339844
	Iteration 37Q: 3 clusters Score -1576952 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1576975.125000 Penalty: 10907.339844
	Iteration 38Q: 3 clusters Score -1576975 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1576995.375000 Penalty: 10907.339844
	Iteration 39Q: 3 clusters Score -1576995 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1577008.500000 Penalty: 10907.339844
	Iteration 40F: 3 clusters Score -1577008 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1577022.875000 Penalty: 10907.339844
	Iteration 41Q: 3 clusters Score -1577023 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1577027.000000 Penalty: 10907.339844
	Iteration 42Q: 3 clusters Score -1577027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1577028.500000 Penalty: 10907.339844
	Iteration 43Q: 3 clusters Score -1577028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1577031.250000 Penalty: 10907.339844
	Iteration 44Q: 3 clusters Score -1577031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1577031.875000 Penalty: 10907.339844
	Iteration 45Q: 3 clusters Score -1577032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1577031.875000 Penalty: 10907.339844
	Iteration 46F: 3 clusters Score -1577032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Entering Unmasked Estep 
Score: -1323563.125000 Penalty: 5339.379883
	Iteration 0F: 2 clusters Score -1323563 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 3032 members 
Entering Unmasked Estep 
Score: -1315701.125000 Penalty: 10678.759766
	Iteration 0F: 3 clusters Score -1315701 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1317003.125000 Penalty: 10678.759766
	Iteration 1F: 3 clusters Score -1317003 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1317344.500000 Penalty: 10678.759766
	Iteration 2F: 3 clusters Score -1317344 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1317543.500000 Penalty: 10678.759766
	Iteration 3Q: 3 clusters Score -1317544 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1317652.500000 Penalty: 10678.759766
	Iteration 4Q: 3 clusters Score -1317652 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1317733.625000 Penalty: 10678.759766
	Iteration 5Q: 3 clusters Score -1317734 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1317794.000000 Penalty: 10678.759766
	Iteration 6Q: 3 clusters Score -1317794 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1317838.750000 Penalty: 10678.759766
	Iteration 7Q: 3 clusters Score -1317839 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1317883.750000 Penalty: 10678.759766
	Iteration 8Q: 3 clusters Score -1317884 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1317911.375000 Penalty: 10678.759766
	Iteration 9Q: 3 clusters Score -1317911 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1317925.500000 Penalty: 10678.759766
	Iteration 10Q: 3 clusters Score -1317926 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1317938.625000 Penalty: 10678.759766
	Iteration 11Q: 3 clusters Score -1317939 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1317954.250000 Penalty: 10678.759766
	Iteration 12Q: 3 clusters Score -1317954 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1317970.625000 Penalty: 10678.759766
	Iteration 13Q: 3 clusters Score -1317971 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1317982.875000 Penalty: 10678.759766
	Iteration 14Q: 3 clusters Score -1317983 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1317994.625000 Penalty: 10678.759766
	Iteration 15Q: 3 clusters Score -1317995 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1318002.125000 Penalty: 10678.759766
	Iteration 16Q: 3 clusters Score -1318002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1318004.125000 Penalty: 10678.759766
	Iteration 17Q: 3 clusters Score -1318004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1318010.250000 Penalty: 10678.759766
	Iteration 18Q: 3 clusters Score -1318010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1318013.250000 Penalty: 10678.759766
	Iteration 19Q: 3 clusters Score -1318013 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1318022.500000 Penalty: 10678.759766
	Iteration 20F: 3 clusters Score -1318022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1318027.125000 Penalty: 10678.759766
	Iteration 21Q: 3 clusters Score -1318027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1318036.000000 Penalty: 10678.759766
	Iteration 22Q: 3 clusters Score -1318036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1318036.125000 Penalty: 10678.759766
	Iteration 23Q: 3 clusters Score -1318036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1318039.875000 Penalty: 10678.759766
	Iteration 24Q: 3 clusters Score -1318040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1318045.125000 Penalty: 10678.759766
	Iteration 25Q: 3 clusters Score -1318045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1318043.375000 Penalty: 10678.759766
	Iteration 26Q: 3 clusters Score -1318043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1318046.750000 Penalty: 10678.759766
	Iteration 27Q: 3 clusters Score -1318047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1318045.750000 Penalty: 10678.759766
	Iteration 28Q: 3 clusters Score -1318046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1318050.875000 Penalty: 10678.759766
	Iteration 29Q: 3 clusters Score -1318051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1318052.375000 Penalty: 10678.759766
	Iteration 30Q: 3 clusters Score -1318052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1318059.250000 Penalty: 10678.759766
	Iteration 31Q: 3 clusters Score -1318059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1318063.250000 Penalty: 10678.759766
	Iteration 32Q: 3 clusters Score -1318063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1318059.375000 Penalty: 10678.759766
	Iteration 33Q: 3 clusters Score -1318059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1318062.375000 Penalty: 10678.759766
	Iteration 34Q: 3 clusters Score -1318062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1318064.000000 Penalty: 10678.759766
	Iteration 35Q: 3 clusters Score -1318064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1318067.125000 Penalty: 10678.759766
	Iteration 36Q: 3 clusters Score -1318067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1318068.125000 Penalty: 10678.759766
	Iteration 37Q: 3 clusters Score -1318068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1318071.250000 Penalty: 10678.759766
	Iteration 38Q: 3 clusters Score -1318071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1318073.875000 Penalty: 10678.759766
	Iteration 39Q: 3 clusters Score -1318074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1318073.750000 Penalty: 10678.759766
	Iteration 40F: 3 clusters Score -1318074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (34594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34594 members 
Entering Unmasked Estep 
Score: -7841405.500000 Penalty: 6401.503906
	Iteration 0F: 2 clusters Score -7841406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -7815583.500000 Penalty: 12803.007812
	Iteration 0F: 3 clusters Score -7815584 nChanged 14882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -7823365.000000 Penalty: 12803.007812
	Iteration 1F: 3 clusters Score -7823365 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -7824073.500000 Penalty: 12803.007812
	Iteration 2F: 3 clusters Score -7824074 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -7824632.000000 Penalty: 12803.007812
	Iteration 3Q: 3 clusters Score -7824632 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -7825063.000000 Penalty: 12803.007812
	Iteration 4Q: 3 clusters Score -7825063 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -7825435.500000 Penalty: 12803.007812
	Iteration 5Q: 3 clusters Score -7825436 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -7825808.500000 Penalty: 12803.007812
	Iteration 6Q: 3 clusters Score -7825808 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -7826145.500000 Penalty: 12803.007812
	Iteration 7Q: 3 clusters Score -7826146 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -7826579.500000 Penalty: 12803.007812
	Iteration 8Q: 3 clusters Score -7826580 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -7827002.500000 Penalty: 12803.007812
	Iteration 9Q: 3 clusters Score -7827002 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -7827470.500000 Penalty: 12803.007812
	Iteration 10Q: 3 clusters Score -7827470 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -7828158.000000 Penalty: 12803.007812
	Iteration 11Q: 3 clusters Score -7828158 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -7828879.000000 Penalty: 12803.007812
	Iteration 12Q: 3 clusters Score -7828879 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -7829697.000000 Penalty: 12803.007812
	Iteration 13Q: 3 clusters Score -7829697 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -7830544.500000 Penalty: 12803.007812
	Iteration 14Q: 3 clusters Score -7830544 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -7831349.000000 Penalty: 12803.007812
	Iteration 15Q: 3 clusters Score -7831349 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -7832050.500000 Penalty: 12803.007812
	Iteration 16Q: 3 clusters Score -7832050 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -7832670.000000 Penalty: 12803.007812
	Iteration 17Q: 3 clusters Score -7832670 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 26891 members 
Entering Unmasked Estep 
Score: -7833233.000000 Penalty: 12803.007812
	Iteration 18Q: 3 clusters Score -7833233 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -7833715.500000 Penalty: 12803.007812
	Iteration 19Q: 3 clusters Score -7833716 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 28696 members 
Entering Unmasked Estep 
Score: -7834216.500000 Penalty: 12803.007812
	Iteration 20F: 3 clusters Score -7834216 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 29432 members 
Entering Unmasked Estep 
Score: -7834598.000000 Penalty: 12803.007812
	Iteration 21Q: 3 clusters Score -7834598 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 30033 members 
Entering Unmasked Estep 
Score: -7834938.500000 Penalty: 12803.007812
	Iteration 22Q: 3 clusters Score -7834938 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 30553 members 
Entering Unmasked Estep 
Score: -7835167.500000 Penalty: 12803.007812
	Iteration 23Q: 3 clusters Score -7835168 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 30986 members 
Entering Unmasked Estep 
Score: -7835400.000000 Penalty: 12803.007812
	Iteration 24Q: 3 clusters Score -7835400 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 31370 members 
Entering Unmasked Estep 
Score: -7835606.000000 Penalty: 12803.007812
	Iteration 25Q: 3 clusters Score -7835606 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 31662 members 
Entering Unmasked Estep 
Score: -7835724.000000 Penalty: 12803.007812
	Iteration 26Q: 3 clusters Score -7835724 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 31892 members 
Entering Unmasked Estep 
Score: -7835859.500000 Penalty: 12803.007812
	Iteration 27Q: 3 clusters Score -7835860 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 32055 members 
Entering Unmasked Estep 
Score: -7835917.000000 Penalty: 12803.007812
	Iteration 28Q: 3 clusters Score -7835917 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 32194 members 
Entering Unmasked Estep 
Score: -7836003.000000 Penalty: 12803.007812
	Iteration 29Q: 3 clusters Score -7836003 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 32320 members 
Entering Unmasked Estep 
Score: -7836045.500000 Penalty: 12803.007812
	Iteration 30Q: 3 clusters Score -7836046 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 32409 members 
Entering Unmasked Estep 
Score: -7836089.000000 Penalty: 12803.007812
	Iteration 31Q: 3 clusters Score -7836089 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 32476 members 
Entering Unmasked Estep 
Score: -7836134.000000 Penalty: 12803.007812
	Iteration 32Q: 3 clusters Score -7836134 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 32537 members 
Entering Unmasked Estep 
Score: -7836165.000000 Penalty: 12803.007812
	Iteration 33Q: 3 clusters Score -7836165 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 32582 members 
Entering Unmasked Estep 
Score: -7836184.500000 Penalty: 12803.007812
	Iteration 34Q: 3 clusters Score -7836184 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 32619 members 
Entering Unmasked Estep 
Score: -7836194.500000 Penalty: 12803.007812
	Iteration 35Q: 3 clusters Score -7836194 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 32653 members 
Entering Unmasked Estep 
Score: -7836222.500000 Penalty: 12803.007812
	Iteration 36Q: 3 clusters Score -7836222 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 32676 members 
Entering Unmasked Estep 
Score: -7836248.000000 Penalty: 12803.007812
	Iteration 37Q: 3 clusters Score -7836248 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 32695 members 
Entering Unmasked Estep 
Score: -7836250.500000 Penalty: 12803.007812
	Iteration 38Q: 3 clusters Score -7836250 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 32711 members 
Entering Unmasked Estep 
Score: -7836253.000000 Penalty: 12803.007812
	Iteration 39Q: 3 clusters Score -7836253 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 32727 members 
Entering Unmasked Estep 
Score: -7836255.500000 Penalty: 12803.007812
	Iteration 40F: 3 clusters Score -7836256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 32743 members 
Entering Unmasked Estep 
Score: -7836269.000000 Penalty: 12803.007812
	Iteration 41Q: 3 clusters Score -7836269 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 32756 members 
Entering Unmasked Estep 
Score: -7836284.000000 Penalty: 12803.007812
	Iteration 42Q: 3 clusters Score -7836284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 32768 members 
Entering Unmasked Estep 
Score: -7836284.500000 Penalty: 12803.007812
	Iteration 43Q: 3 clusters Score -7836284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 32782 members 
Entering Unmasked Estep 
Score: -7836289.500000 Penalty: 12803.007812
	Iteration 44Q: 3 clusters Score -7836290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 32793 members 
Entering Unmasked Estep 
Score: -7836294.500000 Penalty: 12803.007812
	Iteration 45Q: 3 clusters Score -7836294 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 32810 members 
Entering Unmasked Estep 
Score: -7836303.000000 Penalty: 12803.007812
	Iteration 46Q: 3 clusters Score -7836303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 32823 members 
Entering Unmasked Estep 
Score: -7836316.000000 Penalty: 12803.007812
	Iteration 47Q: 3 clusters Score -7836316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 32831 members 
Entering Unmasked Estep 
Score: -7836316.000000 Penalty: 12803.007812
	Iteration 48Q: 3 clusters Score -7836316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
Score: -7836314.000000 Penalty: 12803.007812
	Iteration 49Q: 3 clusters Score -7836314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -7836331.000000 Penalty: 12803.007812
	Iteration 50Q: 3 clusters Score -7836331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 32850 members 
Entering Unmasked Estep 
Score: -7836318.500000 Penalty: 12803.007812
	Iteration 51Q: 3 clusters Score -7836318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 32854 members 
Entering Unmasked Estep 
Score: -7836322.000000 Penalty: 12803.007812
	Iteration 52Q: 3 clusters Score -7836322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 32861 members 
Entering Unmasked Estep 
Score: -7836341.000000 Penalty: 12803.007812
	Iteration 53Q: 3 clusters Score -7836341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 32868 members 
Entering Unmasked Estep 
Score: -7836339.500000 Penalty: 12803.007812
	Iteration 54Q: 3 clusters Score -7836340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 32877 members 
Entering Unmasked Estep 
Score: -7836340.500000 Penalty: 12803.007812
	Iteration 55Q: 3 clusters Score -7836340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 32885 members 
Entering Unmasked Estep 
Score: -7836339.000000 Penalty: 12803.007812
	Iteration 56Q: 3 clusters Score -7836339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 32893 members 
Entering Unmasked Estep 
Score: -7836348.000000 Penalty: 12803.007812
	Iteration 57Q: 3 clusters Score -7836348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 32897 members 
Entering Unmasked Estep 
Score: -7836345.500000 Penalty: 12803.007812
	Iteration 58Q: 3 clusters Score -7836346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 32901 members 
Entering Unmasked Estep 
Score: -7836351.000000 Penalty: 12803.007812
	Iteration 59Q: 3 clusters Score -7836351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 32905 members 
Entering Unmasked Estep 
Score: -7836346.500000 Penalty: 12803.007812
	Iteration 60F: 3 clusters Score -7836346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 32905 members 
Entering Unmasked Estep 
Score: -7836347.000000 Penalty: 12803.007812
	Iteration 61Q: 3 clusters Score -7836347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 32905 members 
Entering Unmasked Estep 
Score: -7836347.000000 Penalty: 12803.007812
	Iteration 62F: 3 clusters Score -7836347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (62558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62558 members 
Entering Unmasked Estep 
Score: -14049043.000000 Penalty: 6764.357422
	Iteration 0F: 2 clusters Score -1.404904e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31205 members 
Mstep: Class 2 contains 31353 members 
Entering Unmasked Estep 
Score: -14005305.000000 Penalty: 13528.714844
	Iteration 0F: 3 clusters Score -1.40053e+07 nChanged 27931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30582 members 
Mstep: Class 2 contains 31976 members 
Entering Unmasked Estep 
Score: -14020042.000000 Penalty: 13528.714844
	Iteration 1F: 3 clusters Score -1.402004e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30146 members 
Mstep: Class 2 contains 32412 members 
Entering Unmasked Estep 
Score: -14020960.000000 Penalty: 13528.714844
	Iteration 2Q: 3 clusters Score -1.402096e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29539 members 
Mstep: Class 2 contains 33019 members 
Entering Unmasked Estep 
Score: -14021726.000000 Penalty: 13528.714844
	Iteration 3Q: 3 clusters Score -1.402173e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28588 members 
Mstep: Class 2 contains 33970 members 
Entering Unmasked Estep 
Score: -14022444.000000 Penalty: 13528.714844
	Iteration 4Q: 3 clusters Score -1.402244e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 35255 members 
Entering Unmasked Estep 
Score: -14023406.000000 Penalty: 13528.714844
	Iteration 5Q: 3 clusters Score -1.402341e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 36982 members 
Entering Unmasked Estep 
Score: -14024417.000000 Penalty: 13528.714844
	Iteration 6Q: 3 clusters Score -1.402442e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 39346 members 
Entering Unmasked Estep 
Score: -14025907.000000 Penalty: 13528.714844
	Iteration 7Q: 3 clusters Score -1.402591e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 42319 members 
Entering Unmasked Estep 
Score: -14027980.000000 Penalty: 13528.714844
	Iteration 8F: 3 clusters Score -1.402798e+07 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 45764 members 
Entering Unmasked Estep 
Score: -14030850.000000 Penalty: 13528.714844
	Iteration 9F: 3 clusters Score -1.403085e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 49329 members 
Entering Unmasked Estep 
Score: -14033854.000000 Penalty: 13528.714844
	Iteration 10F: 3 clusters Score -1.403385e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 52495 members 
Entering Unmasked Estep 
Score: -14036481.000000 Penalty: 13528.714844
	Iteration 11F: 3 clusters Score -1.403648e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 55069 members 
Entering Unmasked Estep 
Score: -14038579.000000 Penalty: 13528.714844
	Iteration 12Q: 3 clusters Score -1.403858e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 56938 members 
Entering Unmasked Estep 
Score: -14040020.000000 Penalty: 13528.714844
	Iteration 13Q: 3 clusters Score -1.404002e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 58248 members 
Entering Unmasked Estep 
Score: -14041083.000000 Penalty: 13528.714844
	Iteration 14Q: 3 clusters Score -1.404108e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 59143 members 
Entering Unmasked Estep 
Score: -14041686.000000 Penalty: 13528.714844
	Iteration 15Q: 3 clusters Score -1.404169e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 59758 members 
Entering Unmasked Estep 
Score: -14042155.000000 Penalty: 13528.714844
	Iteration 16Q: 3 clusters Score -1.404216e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 60228 members 
Entering Unmasked Estep 
Score: -14042566.000000 Penalty: 13528.714844
	Iteration 17Q: 3 clusters Score -1.404257e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 60538 members 
Entering Unmasked Estep 
Score: -14042782.000000 Penalty: 13528.714844
	Iteration 18Q: 3 clusters Score -1.404278e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 60772 members 
Entering Unmasked Estep 
Score: -14042942.000000 Penalty: 13528.714844
	Iteration 19Q: 3 clusters Score -1.404294e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 60928 members 
Entering Unmasked Estep 
Score: -14043105.000000 Penalty: 13528.714844
	Iteration 20F: 3 clusters Score -1.40431e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 61036 members 
Entering Unmasked Estep 
Score: -14043159.000000 Penalty: 13528.714844
	Iteration 21Q: 3 clusters Score -1.404316e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 61095 members 
Entering Unmasked Estep 
Score: -14043221.000000 Penalty: 13528.714844
	Iteration 22Q: 3 clusters Score -1.404322e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 61135 members 
Entering Unmasked Estep 
Score: -14043285.000000 Penalty: 13528.714844
	Iteration 23Q: 3 clusters Score -1.404328e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 61171 members 
Entering Unmasked Estep 
Score: -14043272.000000 Penalty: 13528.714844
	Iteration 24Q: 3 clusters Score -1.404327e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 61201 members 
Entering Unmasked Estep 
Score: -14043263.000000 Penalty: 13528.714844
	Iteration 25Q: 3 clusters Score -1.404326e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 61214 members 
Entering Unmasked Estep 
Score: -14043301.000000 Penalty: 13528.714844
	Iteration 26Q: 3 clusters Score -1.40433e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 61222 members 
Entering Unmasked Estep 
Score: -14043316.000000 Penalty: 13528.714844
	Iteration 27Q: 3 clusters Score -1.404332e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 61229 members 
Entering Unmasked Estep 
Score: -14043323.000000 Penalty: 13528.714844
	Iteration 28Q: 3 clusters Score -1.404332e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 61238 members 
Entering Unmasked Estep 
Score: -14043342.000000 Penalty: 13528.714844
	Iteration 29Q: 3 clusters Score -1.404334e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 61247 members 
Entering Unmasked Estep 
Score: -14043340.000000 Penalty: 13528.714844
	Iteration 30Q: 3 clusters Score -1.404334e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 61254 members 
Entering Unmasked Estep 
Score: -14043336.000000 Penalty: 13528.714844
	Iteration 31Q: 3 clusters Score -1.404334e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 61263 members 
Entering Unmasked Estep 
Score: -14043343.000000 Penalty: 13528.714844
	Iteration 32Q: 3 clusters Score -1.404334e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 61269 members 
Entering Unmasked Estep 
Score: -14043334.000000 Penalty: 13528.714844
	Iteration 33Q: 3 clusters Score -1.404333e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 61275 members 
Entering Unmasked Estep 
Score: -14043341.000000 Penalty: 13528.714844
	Iteration 34Q: 3 clusters Score -1.404334e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 61278 members 
Entering Unmasked Estep 
Score: -14043355.000000 Penalty: 13528.714844
	Iteration 35Q: 3 clusters Score -1.404336e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 61286 members 
Entering Unmasked Estep 
Score: -14043375.000000 Penalty: 13528.714844
	Iteration 36Q: 3 clusters Score -1.404338e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 61290 members 
Entering Unmasked Estep 
Score: -14043368.000000 Penalty: 13528.714844
	Iteration 37Q: 3 clusters Score -1.404337e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 61290 members 
Entering Unmasked Estep 
Score: -14043360.000000 Penalty: 13528.714844
	Iteration 38Q: 3 clusters Score -1.404336e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 61293 members 
Entering Unmasked Estep 
Score: -14043356.000000 Penalty: 13528.714844
	Iteration 39Q: 3 clusters Score -1.404336e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 61295 members 
Entering Unmasked Estep 
Score: -14043356.000000 Penalty: 13528.714844
	Iteration 40F: 3 clusters Score -1.404336e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 61298 members 
Entering Unmasked Estep 
Score: -14043355.000000 Penalty: 13528.714844
	Iteration 41Q: 3 clusters Score -1.404336e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 61303 members 
Entering Unmasked Estep 
Score: -14043359.000000 Penalty: 13528.714844
	Iteration 42Q: 3 clusters Score -1.404336e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 61304 members 
Entering Unmasked Estep 
Score: -14043348.000000 Penalty: 13528.714844
	Iteration 43Q: 3 clusters Score -1.404335e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 61305 members 
Entering Unmasked Estep 
Score: -14043354.000000 Penalty: 13528.714844
	Iteration 44Q: 3 clusters Score -1.404335e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 61306 members 
Entering Unmasked Estep 
Score: -14043353.000000 Penalty: 13528.714844
	Iteration 45Q: 3 clusters Score -1.404335e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 61307 members 
Entering Unmasked Estep 
Score: -14043347.000000 Penalty: 13528.714844
	Iteration 46Q: 3 clusters Score -1.404335e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 61306 members 
Entering Unmasked Estep 
Score: -14043349.000000 Penalty: 13528.714844
	Iteration 47Q: 3 clusters Score -1.404335e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 61306 members 
Entering Unmasked Estep 
Score: -14043349.000000 Penalty: 13528.714844
	Iteration 48F: 3 clusters Score -1.404335e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (69330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69330 members 
Entering Unmasked Estep 
Score: -15494473.000000 Penalty: 6827.312988
	Iteration 0F: 2 clusters Score -1.549447e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34655 members 
Mstep: Class 2 contains 34675 members 
Entering Unmasked Estep 
Score: -15446153.000000 Penalty: 13654.625977
	Iteration 0F: 3 clusters Score -1.544615e+07 nChanged 31250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34397 members 
Mstep: Class 2 contains 34933 members 
Entering Unmasked Estep 
Score: -15463245.000000 Penalty: 13654.625977
	Iteration 1F: 3 clusters Score -1.546324e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34379 members 
Mstep: Class 2 contains 34951 members 
Entering Unmasked Estep 
Score: -15464378.000000 Penalty: 13654.625977
	Iteration 2Q: 3 clusters Score -1.546438e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34352 members 
Mstep: Class 2 contains 34978 members 
Entering Unmasked Estep 
Score: -15465612.000000 Penalty: 13654.625977
	Iteration 3Q: 3 clusters Score -1.546561e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34169 members 
Mstep: Class 2 contains 35161 members 
Entering Unmasked Estep 
Score: -15467019.000000 Penalty: 13654.625977
	Iteration 4Q: 3 clusters Score -1.546702e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33754 members 
Mstep: Class 2 contains 35576 members 
Entering Unmasked Estep 
Score: -15468476.000000 Penalty: 13654.625977
	Iteration 5Q: 3 clusters Score -1.546848e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33030 members 
Mstep: Class 2 contains 36300 members 
Entering Unmasked Estep 
Score: -15469862.000000 Penalty: 13654.625977
	Iteration 6Q: 3 clusters Score -1.546986e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32007 members 
Mstep: Class 2 contains 37323 members 
Entering Unmasked Estep 
Score: -15471033.000000 Penalty: 13654.625977
	Iteration 7Q: 3 clusters Score -1.547103e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30602 members 
Mstep: Class 2 contains 38728 members 
Entering Unmasked Estep 
Score: -15472249.000000 Penalty: 13654.625977
	Iteration 8Q: 3 clusters Score -1.547225e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 40485 members 
Entering Unmasked Estep 
Score: -15473522.000000 Penalty: 13654.625977
	Iteration 9Q: 3 clusters Score -1.547352e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 42729 members 
Entering Unmasked Estep 
Score: -15475011.000000 Penalty: 13654.625977
	Iteration 10Q: 3 clusters Score -1.547501e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23933 members 
Mstep: Class 2 contains 45397 members 
Entering Unmasked Estep 
Score: -15476893.000000 Penalty: 13654.625977
	Iteration 11Q: 3 clusters Score -1.547689e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 48413 members 
Entering Unmasked Estep 
Score: -15479033.000000 Penalty: 13654.625977
	Iteration 12Q: 3 clusters Score -1.547903e+07 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 51578 members 
Entering Unmasked Estep 
Score: -15481231.000000 Penalty: 13654.625977
	Iteration 13Q: 3 clusters Score -1.548123e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 54586 members 
Entering Unmasked Estep 
Score: -15483612.000000 Penalty: 13654.625977
	Iteration 14Q: 3 clusters Score -1.548361e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 57162 members 
Entering Unmasked Estep 
Score: -15485791.000000 Penalty: 13654.625977
	Iteration 15Q: 3 clusters Score -1.548579e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 59211 members 
Entering Unmasked Estep 
Score: -15487507.000000 Penalty: 13654.625977
	Iteration 16Q: 3 clusters Score -1.548751e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 60760 members 
Entering Unmasked Estep 
Score: -15488629.000000 Penalty: 13654.625977
	Iteration 17Q: 3 clusters Score -1.548863e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 61892 members 
Entering Unmasked Estep 
Score: -15489432.000000 Penalty: 13654.625977
	Iteration 18Q: 3 clusters Score -1.548943e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 62760 members 
Entering Unmasked Estep 
Score: -15490000.000000 Penalty: 13654.625977
	Iteration 19Q: 3 clusters Score -1.549e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 63418 members 
Entering Unmasked Estep 
Score: -15490455.000000 Penalty: 13654.625977
	Iteration 20F: 3 clusters Score -1.549046e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 63901 members 
Entering Unmasked Estep 
Score: -15490798.000000 Penalty: 13654.625977
	Iteration 21Q: 3 clusters Score -1.54908e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 64245 members 
Entering Unmasked Estep 
Score: -15491017.000000 Penalty: 13654.625977
	Iteration 22Q: 3 clusters Score -1.549102e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 64547 members 
Entering Unmasked Estep 
Score: -15491169.000000 Penalty: 13654.625977
	Iteration 23Q: 3 clusters Score -1.549117e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 64809 members 
Entering Unmasked Estep 
Score: -15491314.000000 Penalty: 13654.625977
	Iteration 24Q: 3 clusters Score -1.549131e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 65002 members 
Entering Unmasked Estep 
Score: -15491376.000000 Penalty: 13654.625977
	Iteration 25Q: 3 clusters Score -1.549138e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 65157 members 
Entering Unmasked Estep 
Score: -15491495.000000 Penalty: 13654.625977
	Iteration 26Q: 3 clusters Score -1.54915e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 65281 members 
Entering Unmasked Estep 
Score: -15491525.000000 Penalty: 13654.625977
	Iteration 27Q: 3 clusters Score -1.549152e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 65397 members 
Entering Unmasked Estep 
Score: -15491557.000000 Penalty: 13654.625977
	Iteration 28Q: 3 clusters Score -1.549156e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 65514 members 
Entering Unmasked Estep 
Score: -15491606.000000 Penalty: 13654.625977
	Iteration 29Q: 3 clusters Score -1.549161e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 65615 members 
Entering Unmasked Estep 
Score: -15491650.000000 Penalty: 13654.625977
	Iteration 30Q: 3 clusters Score -1.549165e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 65707 members 
Entering Unmasked Estep 
Score: -15491697.000000 Penalty: 13654.625977
	Iteration 31Q: 3 clusters Score -1.54917e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 65787 members 
Entering Unmasked Estep 
Score: -15491777.000000 Penalty: 13654.625977
	Iteration 32Q: 3 clusters Score -1.549178e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 65873 members 
Entering Unmasked Estep 
Score: -15491832.000000 Penalty: 13654.625977
	Iteration 33Q: 3 clusters Score -1.549183e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 65947 members 
Entering Unmasked Estep 
Score: -15491854.000000 Penalty: 13654.625977
	Iteration 34Q: 3 clusters Score -1.549185e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 66032 members 
Entering Unmasked Estep 
Score: -15491906.000000 Penalty: 13654.625977
	Iteration 35Q: 3 clusters Score -1.549191e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 66104 members 
Entering Unmasked Estep 
Score: -15491965.000000 Penalty: 13654.625977
	Iteration 36Q: 3 clusters Score -1.549196e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 66176 members 
Entering Unmasked Estep 
Score: -15491983.000000 Penalty: 13654.625977
	Iteration 37Q: 3 clusters Score -1.549198e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 66229 members 
Entering Unmasked Estep 
Score: -15492029.000000 Penalty: 13654.625977
	Iteration 38Q: 3 clusters Score -1.549203e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 66268 members 
Entering Unmasked Estep 
Score: -15492041.000000 Penalty: 13654.625977
	Iteration 39Q: 3 clusters Score -1.549204e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 66295 members 
Entering Unmasked Estep 
Score: -15492053.000000 Penalty: 13654.625977
	Iteration 40F: 3 clusters Score -1.549205e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 66316 members 
Entering Unmasked Estep 
Score: -15492087.000000 Penalty: 13654.625977
	Iteration 41Q: 3 clusters Score -1.549209e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 66339 members 
Entering Unmasked Estep 
Score: -15492075.000000 Penalty: 13654.625977
	Iteration 42Q: 3 clusters Score -1.549208e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 66359 members 
Entering Unmasked Estep 
Score: -15492105.000000 Penalty: 13654.625977
	Iteration 43Q: 3 clusters Score -1.54921e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 66367 members 
Entering Unmasked Estep 
Score: -15492113.000000 Penalty: 13654.625977
	Iteration 44Q: 3 clusters Score -1.549211e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 66368 members 
Entering Unmasked Estep 
Score: -15492104.000000 Penalty: 13654.625977
	Iteration 45Q: 3 clusters Score -1.54921e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 66370 members 
Entering Unmasked Estep 
Score: -15492115.000000 Penalty: 13654.625977
	Iteration 46Q: 3 clusters Score -1.549212e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 66373 members 
Entering Unmasked Estep 
Score: -15492116.000000 Penalty: 13654.625977
	Iteration 47Q: 3 clusters Score -1.549212e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 66378 members 
Entering Unmasked Estep 
Score: -15492108.000000 Penalty: 13654.625977
	Iteration 48Q: 3 clusters Score -1.549211e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 66385 members 
Entering Unmasked Estep 
Score: -15492096.000000 Penalty: 13654.625977
	Iteration 49Q: 3 clusters Score -1.54921e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 66392 members 
Entering Unmasked Estep 
Score: -15492108.000000 Penalty: 13654.625977
	Iteration 50Q: 3 clusters Score -1.549211e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 66397 members 
Entering Unmasked Estep 
Score: -15492112.000000 Penalty: 13654.625977
	Iteration 51Q: 3 clusters Score -1.549211e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 66398 members 
Entering Unmasked Estep 
Score: -15492115.000000 Penalty: 13654.625977
	Iteration 52Q: 3 clusters Score -1.549212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 66400 members 
Entering Unmasked Estep 
Score: -15492101.000000 Penalty: 13654.625977
	Iteration 53Q: 3 clusters Score -1.54921e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 66401 members 
Entering Unmasked Estep 
Score: -15492092.000000 Penalty: 13654.625977
	Iteration 54Q: 3 clusters Score -1.549209e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 66403 members 
Entering Unmasked Estep 
Score: -15492106.000000 Penalty: 13654.625977
	Iteration 55Q: 3 clusters Score -1.549211e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 66406 members 
Entering Unmasked Estep 
Score: -15492106.000000 Penalty: 13654.625977
	Iteration 56Q: 3 clusters Score -1.549211e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 66406 members 
Entering Unmasked Estep 
Score: -15492106.000000 Penalty: 13654.625977
	Iteration 57F: 3 clusters Score -1.549211e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Entering Unmasked Estep 
Score: -3591153.000000 Penalty: 5932.798828
	Iteration 0F: 2 clusters Score -3591153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -3577102.250000 Penalty: 11865.597656
	Iteration 0F: 3 clusters Score -3577102 nChanged 6367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -3580767.500000 Penalty: 11865.597656
	Iteration 1F: 3 clusters Score -3580768 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -3581759.750000 Penalty: 11865.597656
	Iteration 2F: 3 clusters Score -3581760 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -3582727.750000 Penalty: 11865.597656
	Iteration 3F: 3 clusters Score -3582728 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -3583937.250000 Penalty: 11865.597656
	Iteration 4F: 3 clusters Score -3583937 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -3585800.500000 Penalty: 11865.597656
	Iteration 5F: 3 clusters Score -3585800 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -3588130.000000 Penalty: 11865.597656
	Iteration 6F: 3 clusters Score -3588130 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -3590383.250000 Penalty: 11865.597656
	Iteration 7F: 3 clusters Score -3590383 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -3591951.250000 Penalty: 11865.597656
	Iteration 8F: 3 clusters Score -3591951 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -3592489.500000 Penalty: 11865.597656
	Iteration 9Q: 3 clusters Score -3592490 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -3592625.000000 Penalty: 11865.597656
	Iteration 10Q: 3 clusters Score -3592625 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -3592657.750000 Penalty: 11865.597656
	Iteration 11Q: 3 clusters Score -3592658 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -3592664.500000 Penalty: 11865.597656
	Iteration 12Q: 3 clusters Score -3592664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -3592658.750000 Penalty: 11865.597656
	Iteration 13Q: 3 clusters Score -3592659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -3592666.250000 Penalty: 11865.597656
	Iteration 14Q: 3 clusters Score -3592666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -3592662.000000 Penalty: 11865.597656
	Iteration 15Q: 3 clusters Score -3592662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -3592663.000000 Penalty: 11865.597656
	Iteration 16Q: 3 clusters Score -3592663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -3592662.750000 Penalty: 11865.597656
	Iteration 17Q: 3 clusters Score -3592663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -3592662.750000 Penalty: 11865.597656
	Iteration 18F: 3 clusters Score -3592663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 29738 members 
Mstep: Class 2 contains 11475 members 
Mstep: Class 3 contains 57682 members 
Mstep: Class 4 contains 26981 members 
Mstep: Class 5 contains 7361 members 
Mstep: Class 6 contains 6108 members 
Mstep: Class 7 contains 34594 members 
Mstep: Class 8 contains 62558 members 
Mstep: Class 9 contains 69330 members 
Mstep: Class 10 contains 11326 members 
Mstep: Class 11 contains 1298 members 
Mstep: Class 12 contains 1719 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71479 members 
Mstep: Class 15 contains 4455 members 
Mstep: Class 16 contains 145324 members 
Mstep: Class 17 contains 35243 members 
Mstep: Class 18 contains 5793 members 
Mstep: Class 19 contains 7569 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 9490 members 
Mstep: Class 22 contains 47299 members 
Mstep: Class 23 contains 1353 members 
Mstep: Class 24 contains 2792 members 
Mstep: Class 25 contains 21038 members 
Mstep: Class 26 contains 37730 members 
Mstep: Class 27 contains 4768 members 
Entering Unmasked Estep 
Score: -157266720.000000 Penalty: 222986.234375
Splitting cluster 10 changes total score from -157268048.000000 to -157266720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (1298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Entering Unmasked Estep 
Score: -256054.421875 Penalty: 4390.755371
	Iteration 0F: 2 clusters Score -256054.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -251830.343750 Penalty: 8781.510742
	Iteration 0F: 3 clusters Score -251830.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -252627.296875 Penalty: 8781.510742
	Iteration 1F: 3 clusters Score -252627.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -253221.265625 Penalty: 8781.510742
	Iteration 2F: 3 clusters Score -253221.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -253655.390625 Penalty: 8781.510742
	Iteration 3F: 3 clusters Score -253655.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -254044.953125 Penalty: 8781.510742
	Iteration 4F: 3 clusters Score -254045 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -254445.796875 Penalty: 8781.510742
	Iteration 5F: 3 clusters Score -254445.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -254854.093750 Penalty: 8781.510742
	Iteration 6F: 3 clusters Score -254854.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -255225.890625 Penalty: 8781.510742
	Iteration 7Q: 3 clusters Score -255225.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -255500.453125 Penalty: 8781.510742
	Iteration 8Q: 3 clusters Score -255500.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -255630.015625 Penalty: 8781.510742
	Iteration 9Q: 3 clusters Score -255630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -255667.875000 Penalty: 8781.510742
	Iteration 10Q: 3 clusters Score -255667.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -255681.203125 Penalty: 8781.510742
	Iteration 11Q: 3 clusters Score -255681.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -255694.718750 Penalty: 8781.510742
	Iteration 12Q: 3 clusters Score -255694.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -255699.062500 Penalty: 8781.510742
	Iteration 13Q: 3 clusters Score -255699.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -255699.062500 Penalty: 8781.510742
	Iteration 14F: 3 clusters Score -255699.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Entering Unmasked Estep 
Score: -352717.531250 Penalty: 4562.817871
	Iteration 0F: 2 clusters Score -352717.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -348119.812500 Penalty: 9125.635742
	Iteration 0F: 3 clusters Score -348119.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -348675.812500 Penalty: 9125.635742
	Iteration 1F: 3 clusters Score -348675.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -348897.718750 Penalty: 9125.635742
	Iteration 2F: 3 clusters Score -348897.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -349051.031250 Penalty: 9125.635742
	Iteration 3Q: 3 clusters Score -349051 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -349185.906250 Penalty: 9125.635742
	Iteration 4Q: 3 clusters Score -349185.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -349286.750000 Penalty: 9125.635742
	Iteration 5Q: 3 clusters Score -349286.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -349370.343750 Penalty: 9125.635742
	Iteration 6Q: 3 clusters Score -349370.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -349500.843750 Penalty: 9125.635742
	Iteration 7Q: 3 clusters Score -349500.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -349630.906250 Penalty: 9125.635742
	Iteration 8Q: 3 clusters Score -349630.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -349814.781250 Penalty: 9125.635742
	Iteration 9Q: 3 clusters Score -349814.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -349932.718750 Penalty: 9125.635742
	Iteration 10Q: 3 clusters Score -349932.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -350047.687500 Penalty: 9125.635742
	Iteration 11Q: 3 clusters Score -350047.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -350134.750000 Penalty: 9125.635742
	Iteration 12Q: 3 clusters Score -350134.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -350212.000000 Penalty: 9125.635742
	Iteration 13Q: 3 clusters Score -350212 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -350263.875000 Penalty: 9125.635742
	Iteration 14Q: 3 clusters Score -350263.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -350309.000000 Penalty: 9125.635742
	Iteration 15Q: 3 clusters Score -350309 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -350349.656250 Penalty: 9125.635742
	Iteration 16Q: 3 clusters Score -350349.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -350383.343750 Penalty: 9125.635742
	Iteration 17Q: 3 clusters Score -350383.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -350409.593750 Penalty: 9125.635742
	Iteration 18Q: 3 clusters Score -350409.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -350449.500000 Penalty: 9125.635742
	Iteration 19Q: 3 clusters Score -350449.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -350516.656250 Penalty: 9125.635742
	Iteration 20F: 3 clusters Score -350516.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -350668.468750 Penalty: 9125.635742
	Iteration 21Q: 3 clusters Score -350668.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -350723.218750 Penalty: 9125.635742
	Iteration 22Q: 3 clusters Score -350723.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -350781.718750 Penalty: 9125.635742
	Iteration 23Q: 3 clusters Score -350781.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -350823.843750 Penalty: 9125.635742
	Iteration 24Q: 3 clusters Score -350823.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -350861.593750 Penalty: 9125.635742
	Iteration 25Q: 3 clusters Score -350861.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -350892.031250 Penalty: 9125.635742
	Iteration 26Q: 3 clusters Score -350892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -350900.656250 Penalty: 9125.635742
	Iteration 27Q: 3 clusters Score -350900.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -350906.218750 Penalty: 9125.635742
	Iteration 28Q: 3 clusters Score -350906.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -350912.531250 Penalty: 9125.635742
	Iteration 29Q: 3 clusters Score -350912.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -350921.781250 Penalty: 9125.635742
	Iteration 30Q: 3 clusters Score -350921.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -350923.625000 Penalty: 9125.635742
	Iteration 31Q: 3 clusters Score -350923.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -350931.718750 Penalty: 9125.635742
	Iteration 32Q: 3 clusters Score -350931.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -350943.531250 Penalty: 9125.635742
	Iteration 33Q: 3 clusters Score -350943.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -350954.500000 Penalty: 9125.635742
	Iteration 34Q: 3 clusters Score -350954.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -350957.656250 Penalty: 9125.635742
	Iteration 35Q: 3 clusters Score -350957.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -350959.343750 Penalty: 9125.635742
	Iteration 36Q: 3 clusters Score -350959.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -350959.343750 Penalty: 9125.635742
	Iteration 37F: 3 clusters Score -350959.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Entering Unmasked Estep 
Score: -251412.640625 Penalty: 4383.635742
	Iteration 0F: 2 clusters Score -251412.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -247247.484375 Penalty: 8767.271484
	Iteration 0F: 3 clusters Score -247247.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -248341.562500 Penalty: 8767.271484
	Iteration 1F: 3 clusters Score -248341.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -249766.734375 Penalty: 8767.271484
	Iteration 2F: 3 clusters Score -249766.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -250687.250000 Penalty: 8767.271484
	Iteration 3F: 3 clusters Score -250687.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -251375.640625 Penalty: 8767.271484
	Iteration 4F: 3 clusters Score -251375.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -251842.484375 Penalty: 8767.271484
	Iteration 5Q: 3 clusters Score -251842.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -251987.125000 Penalty: 8767.271484
	Iteration 6Q: 3 clusters Score -251987.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -252060.531250 Penalty: 8767.271484
	Iteration 7Q: 3 clusters Score -252060.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -252078.687500 Penalty: 8767.271484
	Iteration 8Q: 3 clusters Score -252078.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -252095.265625 Penalty: 8767.271484
	Iteration 9Q: 3 clusters Score -252095.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -252098.218750 Penalty: 8767.271484
	Iteration 10Q: 3 clusters Score -252098.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -252132.359375 Penalty: 8767.271484
	Iteration 11F: 3 clusters Score -252132.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -252247.781250 Penalty: 8767.271484
	Iteration 12Q: 3 clusters Score -252247.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -252271.750000 Penalty: 8767.271484
	Iteration 13Q: 3 clusters Score -252271.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -252271.750000 Penalty: 8767.271484
	Iteration 14F: 3 clusters Score -252271.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 29738 members 
Mstep: Class 2 contains 11475 members 
Mstep: Class 3 contains 57682 members 
Mstep: Class 4 contains 26981 members 
Mstep: Class 5 contains 7361 members 
Mstep: Class 6 contains 6108 members 
Mstep: Class 7 contains 34594 members 
Mstep: Class 8 contains 62558 members 
Mstep: Class 9 contains 69330 members 
Mstep: Class 10 contains 16094 members 
Mstep: Class 11 contains 1298 members 
Mstep: Class 12 contains 1719 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 71479 members 
Mstep: Class 15 contains 4455 members 
Mstep: Class 16 contains 145324 members 
Mstep: Class 17 contains 35243 members 
Mstep: Class 18 contains 5793 members 
Mstep: Class 19 contains 7569 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 9490 members 
Mstep: Class 22 contains 47299 members 
Mstep: Class 23 contains 1353 members 
Mstep: Class 24 contains 2792 members 
Mstep: Class 25 contains 21038 members 
Mstep: Class 26 contains 37730 members 
Mstep: Class 27 contains 984 members 
Entering Unmasked Estep 
Score: -157264992.000000 Penalty: 222986.234375
Splitting cluster 13 changes total score from -157268048.000000 to -157264992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (71479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71479 members 
Entering Unmasked Estep 
Score: -15973838.000000 Penalty: 6846.010254
	Iteration 0F: 2 clusters Score -1.597384e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 35567 members 
Entering Unmasked Estep 
Score: -15924338.000000 Penalty: 13692.020508
	Iteration 0F: 3 clusters Score -1.592434e+07 nChanged 32121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36751 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -15941629.000000 Penalty: 13692.020508
	Iteration 1F: 3 clusters Score -1.594163e+07 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37286 members 
Mstep: Class 2 contains 34193 members 
Entering Unmasked Estep 
Score: -15942815.000000 Penalty: 13692.020508
	Iteration 2Q: 3 clusters Score -1.594282e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38010 members 
Mstep: Class 2 contains 33469 members 
Entering Unmasked Estep 
Score: -15943967.000000 Penalty: 13692.020508
	Iteration 3Q: 3 clusters Score -1.594397e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39000 members 
Mstep: Class 2 contains 32479 members 
Entering Unmasked Estep 
Score: -15945001.000000 Penalty: 13692.020508
	Iteration 4Q: 3 clusters Score -1.5945e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40287 members 
Mstep: Class 2 contains 31192 members 
Entering Unmasked Estep 
Score: -15946226.000000 Penalty: 13692.020508
	Iteration 5Q: 3 clusters Score -1.594623e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41954 members 
Mstep: Class 2 contains 29525 members 
Entering Unmasked Estep 
Score: -15947617.000000 Penalty: 13692.020508
	Iteration 6Q: 3 clusters Score -1.594762e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44162 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -15949253.000000 Penalty: 13692.020508
	Iteration 7Q: 3 clusters Score -1.594925e+07 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46927 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -15951153.000000 Penalty: 13692.020508
	Iteration 8Q: 3 clusters Score -1.595115e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50252 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -15953348.000000 Penalty: 13692.020508
	Iteration 9F: 3 clusters Score -1.595335e+07 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54019 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -15956022.000000 Penalty: 13692.020508
	Iteration 10F: 3 clusters Score -1.595602e+07 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57862 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -15958778.000000 Penalty: 13692.020508
	Iteration 11F: 3 clusters Score -1.595878e+07 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61379 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -15961253.000000 Penalty: 13692.020508
	Iteration 12Q: 3 clusters Score -1.596125e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64242 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -15963349.000000 Penalty: 13692.020508
	Iteration 13Q: 3 clusters Score -1.596335e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66391 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -15964889.000000 Penalty: 13692.020508
	Iteration 14Q: 3 clusters Score -1.596489e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67841 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -15965883.000000 Penalty: 13692.020508
	Iteration 15Q: 3 clusters Score -1.596588e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68765 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -15966559.000000 Penalty: 13692.020508
	Iteration 16Q: 3 clusters Score -1.596656e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69324 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -15966978.000000 Penalty: 13692.020508
	Iteration 17Q: 3 clusters Score -1.596698e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69679 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -15967259.000000 Penalty: 13692.020508
	Iteration 18Q: 3 clusters Score -1.596726e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69901 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -15967449.000000 Penalty: 13692.020508
	Iteration 19Q: 3 clusters Score -1.596745e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70048 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -15967537.000000 Penalty: 13692.020508
	Iteration 20F: 3 clusters Score -1.596754e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70128 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -15967595.000000 Penalty: 13692.020508
	Iteration 21Q: 3 clusters Score -1.59676e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70186 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -15967664.000000 Penalty: 13692.020508
	Iteration 22Q: 3 clusters Score -1.596766e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70233 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -15967693.000000 Penalty: 13692.020508
	Iteration 23Q: 3 clusters Score -1.596769e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70272 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -15967712.000000 Penalty: 13692.020508
	Iteration 24Q: 3 clusters Score -1.596771e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70294 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -15967713.000000 Penalty: 13692.020508
	Iteration 25Q: 3 clusters Score -1.596771e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70317 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -15967733.000000 Penalty: 13692.020508
	Iteration 26Q: 3 clusters Score -1.596773e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70336 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -15967742.000000 Penalty: 13692.020508
	Iteration 27Q: 3 clusters Score -1.596774e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70352 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -15967723.000000 Penalty: 13692.020508
	Iteration 28Q: 3 clusters Score -1.596772e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70367 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -15967738.000000 Penalty: 13692.020508
	Iteration 29Q: 3 clusters Score -1.596774e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70381 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -15967754.000000 Penalty: 13692.020508
	Iteration 30Q: 3 clusters Score -1.596775e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70389 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -15967772.000000 Penalty: 13692.020508
	Iteration 31Q: 3 clusters Score -1.596777e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70393 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -15967788.000000 Penalty: 13692.020508
	Iteration 32Q: 3 clusters Score -1.596779e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70394 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -15967766.000000 Penalty: 13692.020508
	Iteration 33Q: 3 clusters Score -1.596777e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70399 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -15967769.000000 Penalty: 13692.020508
	Iteration 34Q: 3 clusters Score -1.596777e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70404 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -15967760.000000 Penalty: 13692.020508
	Iteration 35Q: 3 clusters Score -1.596776e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70408 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -15967768.000000 Penalty: 13692.020508
	Iteration 36Q: 3 clusters Score -1.596777e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70409 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -15967774.000000 Penalty: 13692.020508
	Iteration 37Q: 3 clusters Score -1.596777e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70411 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -15967774.000000 Penalty: 13692.020508
	Iteration 38Q: 3 clusters Score -1.596777e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70414 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -15967778.000000 Penalty: 13692.020508
	Iteration 39Q: 3 clusters Score -1.596778e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70415 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -15967782.000000 Penalty: 13692.020508
	Iteration 40F: 3 clusters Score -1.596778e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70415 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -15967789.000000 Penalty: 13692.020508
	Iteration 41Q: 3 clusters Score -1.596779e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70417 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -15967781.000000 Penalty: 13692.020508
	Iteration 42Q: 3 clusters Score -1.596778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70418 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -15967788.000000 Penalty: 13692.020508
	Iteration 43Q: 3 clusters Score -1.596779e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70420 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -15967786.000000 Penalty: 13692.020508
	Iteration 44Q: 3 clusters Score -1.596779e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70422 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -15967783.000000 Penalty: 13692.020508
	Iteration 45Q: 3 clusters Score -1.596778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70423 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -15967784.000000 Penalty: 13692.020508
	Iteration 46Q: 3 clusters Score -1.596778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70424 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -15967782.000000 Penalty: 13692.020508
	Iteration 47Q: 3 clusters Score -1.596778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70425 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -15967784.000000 Penalty: 13692.020508
	Iteration 48Q: 3 clusters Score -1.596778e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70425 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -15967784.000000 Penalty: 13692.020508
	Iteration 49F: 3 clusters Score -1.596778e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Entering Unmasked Estep 
Score: -918805.500000 Penalty: 5146.091309
	Iteration 0F: 2 clusters Score -918805.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -912490.812500 Penalty: 10292.182617
	Iteration 0F: 3 clusters Score -912490.8 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -914236.250000 Penalty: 10292.182617
	Iteration 1F: 3 clusters Score -914236.2 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -915694.125000 Penalty: 10292.182617
	Iteration 2F: 3 clusters Score -915694.1 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -917843.875000 Penalty: 10292.182617
	Iteration 3F: 3 clusters Score -917843.9 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -920717.625000 Penalty: 10292.182617
	Iteration 4F: 3 clusters Score -920717.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -921651.312500 Penalty: 10292.182617
	Iteration 5F: 3 clusters Score -921651.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -921885.375000 Penalty: 10292.182617
	Iteration 6Q: 3 clusters Score -921885.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -921953.312500 Penalty: 10292.182617
	Iteration 7Q: 3 clusters Score -921953.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -921977.937500 Penalty: 10292.182617
	Iteration 8Q: 3 clusters Score -921977.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -921988.875000 Penalty: 10292.182617
	Iteration 9Q: 3 clusters Score -921988.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -921995.812500 Penalty: 10292.182617
	Iteration 10Q: 3 clusters Score -921995.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -921999.875000 Penalty: 10292.182617
	Iteration 11Q: 3 clusters Score -921999.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -921999.875000 Penalty: 10292.182617
	Iteration 12F: 3 clusters Score -921999.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 29738 members 
Mstep: Class 2 contains 11475 members 
Mstep: Class 3 contains 57682 members 
Mstep: Class 4 contains 26981 members 
Mstep: Class 5 contains 7361 members 
Mstep: Class 6 contains 6108 members 
Mstep: Class 7 contains 34594 members 
Mstep: Class 8 contains 62558 members 
Mstep: Class 9 contains 69330 members 
Mstep: Class 10 contains 16094 members 
Mstep: Class 11 contains 1298 members 
Mstep: Class 12 contains 1719 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71479 members 
Mstep: Class 15 contains 3842 members 
Mstep: Class 16 contains 145324 members 
Mstep: Class 17 contains 35243 members 
Mstep: Class 18 contains 5793 members 
Mstep: Class 19 contains 7569 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 9490 members 
Mstep: Class 22 contains 47299 members 
Mstep: Class 23 contains 1353 members 
Mstep: Class 24 contains 2792 members 
Mstep: Class 25 contains 21038 members 
Mstep: Class 26 contains 37730 members 
Mstep: Class 27 contains 613 members 
Entering Unmasked Estep 
Score: -157267936.000000 Penalty: 222986.234375
Splitting cluster 15 changes total score from -157268048.000000 to -157267936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (145324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145324 members 
Entering Unmasked Estep 
Score: -32225078.000000 Penalty: 7280.616211
	Iteration 0F: 2 clusters Score -3.222508e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72798 members 
Mstep: Class 2 contains 72526 members 
Entering Unmasked Estep 
Score: -32127038.000000 Penalty: 14561.232422
	Iteration 0F: 3 clusters Score -3.212704e+07 nChanged 67675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73807 members 
Mstep: Class 2 contains 71517 members 
Entering Unmasked Estep 
Score: -32164540.000000 Penalty: 14561.232422
	Iteration 1F: 3 clusters Score -3.216454e+07 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74623 members 
Mstep: Class 2 contains 70701 members 
Entering Unmasked Estep 
Score: -32165546.000000 Penalty: 14561.232422
	Iteration 2Q: 3 clusters Score -3.216555e+07 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75752 members 
Mstep: Class 2 contains 69572 members 
Entering Unmasked Estep 
Score: -32166644.000000 Penalty: 14561.232422
	Iteration 3Q: 3 clusters Score -3.216664e+07 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77351 members 
Mstep: Class 2 contains 67973 members 
Entering Unmasked Estep 
Score: -32167708.000000 Penalty: 14561.232422
	Iteration 4Q: 3 clusters Score -3.216771e+07 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79689 members 
Mstep: Class 2 contains 65635 members 
Entering Unmasked Estep 
Score: -32168668.000000 Penalty: 14561.232422
	Iteration 5Q: 3 clusters Score -3.216867e+07 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82954 members 
Mstep: Class 2 contains 62370 members 
Entering Unmasked Estep 
Score: -32170128.000000 Penalty: 14561.232422
	Iteration 6Q: 3 clusters Score -3.217013e+07 nChanged 5393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87523 members 
Mstep: Class 2 contains 57801 members 
Entering Unmasked Estep 
Score: -32172382.000000 Penalty: 14561.232422
	Iteration 7Q: 3 clusters Score -3.217238e+07 nChanged 6705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93834 members 
Mstep: Class 2 contains 51490 members 
Entering Unmasked Estep 
Score: -32175550.000000 Penalty: 14561.232422
	Iteration 8Q: 3 clusters Score -3.217555e+07 nChanged 8747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102413 members 
Mstep: Class 2 contains 42911 members 
Entering Unmasked Estep 
Score: -32181046.000000 Penalty: 14561.232422
	Iteration 9F: 3 clusters Score -3.218105e+07 nChanged 10714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113071 members 
Mstep: Class 2 contains 32253 members 
Entering Unmasked Estep 
Score: -32189134.000000 Penalty: 14561.232422
	Iteration 10F: 3 clusters Score -3.218913e+07 nChanged 11755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124816 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -32199518.000000 Penalty: 14561.232422
	Iteration 11F: 3 clusters Score -3.219952e+07 nChanged 10045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134859 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -32209032.000000 Penalty: 14561.232422
	Iteration 12F: 3 clusters Score -3.220903e+07 nChanged 6035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140888 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -32214824.000000 Penalty: 14561.232422
	Iteration 13Q: 3 clusters Score -3.221482e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143426 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -32217096.000000 Penalty: 14561.232422
	Iteration 14Q: 3 clusters Score -3.22171e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144229 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -32217940.000000 Penalty: 14561.232422
	Iteration 15Q: 3 clusters Score -3.221794e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144483 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -32218242.000000 Penalty: 14561.232422
	Iteration 16Q: 3 clusters Score -3.221824e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144598 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -32218362.000000 Penalty: 14561.232422
	Iteration 17Q: 3 clusters Score -3.221836e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144645 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -32218486.000000 Penalty: 14561.232422
	Iteration 18Q: 3 clusters Score -3.221849e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144672 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -32218542.000000 Penalty: 14561.232422
	Iteration 19Q: 3 clusters Score -3.221854e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144689 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -32218588.000000 Penalty: 14561.232422
	Iteration 20F: 3 clusters Score -3.221859e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144696 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -32218624.000000 Penalty: 14561.232422
	Iteration 21Q: 3 clusters Score -3.221862e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144705 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -32218648.000000 Penalty: 14561.232422
	Iteration 22Q: 3 clusters Score -3.221865e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144711 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -32218648.000000 Penalty: 14561.232422
	Iteration 23Q: 3 clusters Score -3.221865e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144712 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -32218656.000000 Penalty: 14561.232422
	Iteration 24Q: 3 clusters Score -3.221866e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144711 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -32218642.000000 Penalty: 14561.232422
	Iteration 25Q: 3 clusters Score -3.221864e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144711 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -32218656.000000 Penalty: 14561.232422
	Iteration 26Q: 3 clusters Score -3.221866e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144713 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -32218666.000000 Penalty: 14561.232422
	Iteration 27Q: 3 clusters Score -3.221867e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144714 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -32218666.000000 Penalty: 14561.232422
	Iteration 28Q: 3 clusters Score -3.221867e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144714 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -32218666.000000 Penalty: 14561.232422
	Iteration 29F: 3 clusters Score -3.221867e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (35243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35243 members 
Entering Unmasked Estep 
Score: -7510682.000000 Penalty: 6412.888672
	Iteration 0F: 2 clusters Score -7510682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -7484543.000000 Penalty: 12825.777344
	Iteration 0F: 3 clusters Score -7484543 nChanged 14994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -7492943.500000 Penalty: 12825.777344
	Iteration 1F: 3 clusters Score -7492944 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -7494402.500000 Penalty: 12825.777344
	Iteration 2F: 3 clusters Score -7494402 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -7496099.500000 Penalty: 12825.777344
	Iteration 3F: 3 clusters Score -7496100 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -7497725.000000 Penalty: 12825.777344
	Iteration 4F: 3 clusters Score -7497725 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -7499338.500000 Penalty: 12825.777344
	Iteration 5F: 3 clusters Score -7499338 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -7500694.000000 Penalty: 12825.777344
	Iteration 6F: 3 clusters Score -7500694 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -7501752.500000 Penalty: 12825.777344
	Iteration 7F: 3 clusters Score -7501752 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -7502560.500000 Penalty: 12825.777344
	Iteration 8Q: 3 clusters Score -7502560 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -7503191.000000 Penalty: 12825.777344
	Iteration 9Q: 3 clusters Score -7503191 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -7503622.500000 Penalty: 12825.777344
	Iteration 10Q: 3 clusters Score -7503622 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -7503872.000000 Penalty: 12825.777344
	Iteration 11Q: 3 clusters Score -7503872 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -7504069.500000 Penalty: 12825.777344
	Iteration 12Q: 3 clusters Score -7504070 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -7504201.000000 Penalty: 12825.777344
	Iteration 13Q: 3 clusters Score -7504201 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -7504320.500000 Penalty: 12825.777344
	Iteration 14Q: 3 clusters Score -7504320 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -7504422.500000 Penalty: 12825.777344
	Iteration 15Q: 3 clusters Score -7504422 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -7504534.000000 Penalty: 12825.777344
	Iteration 16Q: 3 clusters Score -7504534 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -7504595.000000 Penalty: 12825.777344
	Iteration 17Q: 3 clusters Score -7504595 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -7504655.000000 Penalty: 12825.777344
	Iteration 18Q: 3 clusters Score -7504655 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -7504749.000000 Penalty: 12825.777344
	Iteration 19Q: 3 clusters Score -7504749 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -7504812.000000 Penalty: 12825.777344
	Iteration 20F: 3 clusters Score -7504812 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -7504879.000000 Penalty: 12825.777344
	Iteration 21Q: 3 clusters Score -7504879 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -7504955.500000 Penalty: 12825.777344
	Iteration 22Q: 3 clusters Score -7504956 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -7505034.500000 Penalty: 12825.777344
	Iteration 23Q: 3 clusters Score -7505034 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -7505089.500000 Penalty: 12825.777344
	Iteration 24Q: 3 clusters Score -7505090 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -7505116.000000 Penalty: 12825.777344
	Iteration 25Q: 3 clusters Score -7505116 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 23776 members 
Entering Unmasked Estep 
Score: -7505233.000000 Penalty: 12825.777344
	Iteration 26Q: 3 clusters Score -7505233 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -7505291.500000 Penalty: 12825.777344
	Iteration 27Q: 3 clusters Score -7505292 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -7505409.000000 Penalty: 12825.777344
	Iteration 28Q: 3 clusters Score -7505409 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
Score: -7505486.000000 Penalty: 12825.777344
	Iteration 29Q: 3 clusters Score -7505486 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 24627 members 
Entering Unmasked Estep 
Score: -7505595.000000 Penalty: 12825.777344
	Iteration 30Q: 3 clusters Score -7505595 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -7505712.000000 Penalty: 12825.777344
	Iteration 31Q: 3 clusters Score -7505712 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -7505792.000000 Penalty: 12825.777344
	Iteration 32Q: 3 clusters Score -7505792 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -7505939.500000 Penalty: 12825.777344
	Iteration 33Q: 3 clusters Score -7505940 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -7506031.500000 Penalty: 12825.777344
	Iteration 34Q: 3 clusters Score -7506032 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -7506190.500000 Penalty: 12825.777344
	Iteration 35Q: 3 clusters Score -7506190 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 25934 members 
Entering Unmasked Estep 
Score: -7506261.500000 Penalty: 12825.777344
	Iteration 36Q: 3 clusters Score -7506262 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -7506391.000000 Penalty: 12825.777344
	Iteration 37Q: 3 clusters Score -7506391 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
Score: -7506504.500000 Penalty: 12825.777344
	Iteration 38Q: 3 clusters Score -7506504 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -7506589.000000 Penalty: 12825.777344
	Iteration 39Q: 3 clusters Score -7506589 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -7506704.000000 Penalty: 12825.777344
	Iteration 40F: 3 clusters Score -7506704 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 26678 members 
Entering Unmasked Estep 
Score: -7506768.000000 Penalty: 12825.777344
	Iteration 41Q: 3 clusters Score -7506768 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -7506874.000000 Penalty: 12825.777344
	Iteration 42Q: 3 clusters Score -7506874 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -7506973.000000 Penalty: 12825.777344
	Iteration 43Q: 3 clusters Score -7506973 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -7507050.000000 Penalty: 12825.777344
	Iteration 44Q: 3 clusters Score -7507050 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 26989 members 
Entering Unmasked Estep 
Score: -7507083.000000 Penalty: 12825.777344
	Iteration 45Q: 3 clusters Score -7507083 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -7507140.500000 Penalty: 12825.777344
	Iteration 46Q: 3 clusters Score -7507140 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
Score: -7507179.500000 Penalty: 12825.777344
	Iteration 47Q: 3 clusters Score -7507180 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -7507202.000000 Penalty: 12825.777344
	Iteration 48Q: 3 clusters Score -7507202 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 27119 members 
Entering Unmasked Estep 
Score: -7507282.500000 Penalty: 12825.777344
	Iteration 49Q: 3 clusters Score -7507282 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -7507335.000000 Penalty: 12825.777344
	Iteration 50Q: 3 clusters Score -7507335 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -7507381.000000 Penalty: 12825.777344
	Iteration 51Q: 3 clusters Score -7507381 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 27205 members 
Entering Unmasked Estep 
Score: -7507427.500000 Penalty: 12825.777344
	Iteration 52Q: 3 clusters Score -7507428 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 27246 members 
Entering Unmasked Estep 
Score: -7507455.000000 Penalty: 12825.777344
	Iteration 53Q: 3 clusters Score -7507455 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 27281 members 
Entering Unmasked Estep 
Score: -7507482.000000 Penalty: 12825.777344
	Iteration 54Q: 3 clusters Score -7507482 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 27326 members 
Entering Unmasked Estep 
Score: -7507515.500000 Penalty: 12825.777344
	Iteration 55Q: 3 clusters Score -7507516 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 27372 members 
Entering Unmasked Estep 
Score: -7507525.000000 Penalty: 12825.777344
	Iteration 56Q: 3 clusters Score -7507525 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -7507547.000000 Penalty: 12825.777344
	Iteration 57Q: 3 clusters Score -7507547 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -7507544.000000 Penalty: 12825.777344
	Iteration 58Q: 3 clusters Score -7507544 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -7507559.000000 Penalty: 12825.777344
	Iteration 59Q: 3 clusters Score -7507559 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 27514 members 
Entering Unmasked Estep 
Score: -7507585.500000 Penalty: 12825.777344
	Iteration 60F: 3 clusters Score -7507586 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 27537 members 
Entering Unmasked Estep 
Score: -7507604.000000 Penalty: 12825.777344
	Iteration 61Q: 3 clusters Score -7507604 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 27549 members 
Entering Unmasked Estep 
Score: -7507640.000000 Penalty: 12825.777344
	Iteration 62Q: 3 clusters Score -7507640 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
Score: -7507657.500000 Penalty: 12825.777344
	Iteration 63Q: 3 clusters Score -7507658 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -7507650.000000 Penalty: 12825.777344
	Iteration 64Q: 3 clusters Score -7507650 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -7507669.500000 Penalty: 12825.777344
	Iteration 65Q: 3 clusters Score -7507670 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 27625 members 
Entering Unmasked Estep 
Score: -7507667.500000 Penalty: 12825.777344
	Iteration 66Q: 3 clusters Score -7507668 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 27642 members 
Entering Unmasked Estep 
Score: -7507672.500000 Penalty: 12825.777344
	Iteration 67Q: 3 clusters Score -7507672 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 27658 members 
Entering Unmasked Estep 
Score: -7507691.000000 Penalty: 12825.777344
	Iteration 68Q: 3 clusters Score -7507691 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 27676 members 
Entering Unmasked Estep 
Score: -7507702.500000 Penalty: 12825.777344
	Iteration 69Q: 3 clusters Score -7507702 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -7507704.000000 Penalty: 12825.777344
	Iteration 70Q: 3 clusters Score -7507704 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 27712 members 
Entering Unmasked Estep 
Score: -7507697.000000 Penalty: 12825.777344
	Iteration 71Q: 3 clusters Score -7507697 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 27728 members 
Entering Unmasked Estep 
Score: -7507704.000000 Penalty: 12825.777344
	Iteration 72Q: 3 clusters Score -7507704 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -7507714.000000 Penalty: 12825.777344
	Iteration 73Q: 3 clusters Score -7507714 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 27768 members 
Entering Unmasked Estep 
Score: -7507733.500000 Penalty: 12825.777344
	Iteration 74Q: 3 clusters Score -7507734 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 27788 members 
Entering Unmasked Estep 
Score: -7507724.000000 Penalty: 12825.777344
	Iteration 75Q: 3 clusters Score -7507724 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 27801 members 
Entering Unmasked Estep 
Score: -7507716.500000 Penalty: 12825.777344
	Iteration 76Q: 3 clusters Score -7507716 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 27809 members 
Entering Unmasked Estep 
Score: -7507716.000000 Penalty: 12825.777344
	Iteration 77Q: 3 clusters Score -7507716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 27817 members 
Entering Unmasked Estep 
Score: -7507713.000000 Penalty: 12825.777344
	Iteration 78Q: 3 clusters Score -7507713 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 27822 members 
Entering Unmasked Estep 
Score: -7507725.000000 Penalty: 12825.777344
	Iteration 79Q: 3 clusters Score -7507725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 27827 members 
Entering Unmasked Estep 
Score: -7507732.500000 Penalty: 12825.777344
	Iteration 80F: 3 clusters Score -7507732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 27832 members 
Entering Unmasked Estep 
Score: -7507744.500000 Penalty: 12825.777344
	Iteration 81Q: 3 clusters Score -7507744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 27836 members 
Entering Unmasked Estep 
Score: -7507741.500000 Penalty: 12825.777344
	Iteration 82Q: 3 clusters Score -7507742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 27840 members 
Entering Unmasked Estep 
Score: -7507742.000000 Penalty: 12825.777344
	Iteration 83Q: 3 clusters Score -7507742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 27848 members 
Entering Unmasked Estep 
Score: -7507754.500000 Penalty: 12825.777344
	Iteration 84Q: 3 clusters Score -7507754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
Score: -7507764.000000 Penalty: 12825.777344
	Iteration 85Q: 3 clusters Score -7507764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 27861 members 
Entering Unmasked Estep 
Score: -7507761.500000 Penalty: 12825.777344
	Iteration 86Q: 3 clusters Score -7507762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -7507748.000000 Penalty: 12825.777344
	Iteration 87Q: 3 clusters Score -7507748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 27867 members 
Entering Unmasked Estep 
Score: -7507747.500000 Penalty: 12825.777344
	Iteration 88Q: 3 clusters Score -7507748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 27870 members 
Entering Unmasked Estep 
Score: -7507748.000000 Penalty: 12825.777344
	Iteration 89Q: 3 clusters Score -7507748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 27873 members 
Entering Unmasked Estep 
Score: -7507755.500000 Penalty: 12825.777344
	Iteration 90Q: 3 clusters Score -7507756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 27872 members 
Entering Unmasked Estep 
Score: -7507748.500000 Penalty: 12825.777344
	Iteration 91Q: 3 clusters Score -7507748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 27872 members 
Entering Unmasked Estep 
Score: -7507748.500000 Penalty: 12825.777344
	Iteration 92F: 3 clusters Score -7507748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Entering Unmasked Estep 
Score: -1245737.500000 Penalty: 5306.948730
	Iteration 0F: 2 clusters Score -1245738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1238200.375000 Penalty: 10613.897461
	Iteration 0F: 3 clusters Score -1238200 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1239495.125000 Penalty: 10613.897461
	Iteration 1F: 3 clusters Score -1239495 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1239836.500000 Penalty: 10613.897461
	Iteration 2F: 3 clusters Score -1239836 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1240033.125000 Penalty: 10613.897461
	Iteration 3Q: 3 clusters Score -1240033 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1240172.375000 Penalty: 10613.897461
	Iteration 4Q: 3 clusters Score -1240172 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1240276.000000 Penalty: 10613.897461
	Iteration 5Q: 3 clusters Score -1240276 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1240391.250000 Penalty: 10613.897461
	Iteration 6Q: 3 clusters Score -1240391 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1240482.750000 Penalty: 10613.897461
	Iteration 7Q: 3 clusters Score -1240483 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1240553.875000 Penalty: 10613.897461
	Iteration 8Q: 3 clusters Score -1240554 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1240620.125000 Penalty: 10613.897461
	Iteration 9Q: 3 clusters Score -1240620 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1240687.125000 Penalty: 10613.897461
	Iteration 10Q: 3 clusters Score -1240687 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1240741.500000 Penalty: 10613.897461
	Iteration 11Q: 3 clusters Score -1240742 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1240812.625000 Penalty: 10613.897461
	Iteration 12Q: 3 clusters Score -1240813 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1240884.625000 Penalty: 10613.897461
	Iteration 13Q: 3 clusters Score -1240885 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1240937.875000 Penalty: 10613.897461
	Iteration 14Q: 3 clusters Score -1240938 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1241008.625000 Penalty: 10613.897461
	Iteration 15Q: 3 clusters Score -1241009 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1241069.875000 Penalty: 10613.897461
	Iteration 16Q: 3 clusters Score -1241070 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1241116.000000 Penalty: 10613.897461
	Iteration 17Q: 3 clusters Score -1241116 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1241158.375000 Penalty: 10613.897461
	Iteration 18Q: 3 clusters Score -1241158 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1241198.875000 Penalty: 10613.897461
	Iteration 19Q: 3 clusters Score -1241199 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1241240.125000 Penalty: 10613.897461
	Iteration 20F: 3 clusters Score -1241240 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1241275.125000 Penalty: 10613.897461
	Iteration 21Q: 3 clusters Score -1241275 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1241305.250000 Penalty: 10613.897461
	Iteration 22Q: 3 clusters Score -1241305 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1241335.875000 Penalty: 10613.897461
	Iteration 23Q: 3 clusters Score -1241336 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1241369.625000 Penalty: 10613.897461
	Iteration 24Q: 3 clusters Score -1241370 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1241407.750000 Penalty: 10613.897461
	Iteration 25Q: 3 clusters Score -1241408 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1241434.250000 Penalty: 10613.897461
	Iteration 26Q: 3 clusters Score -1241434 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1241460.625000 Penalty: 10613.897461
	Iteration 27Q: 3 clusters Score -1241461 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1241486.500000 Penalty: 10613.897461
	Iteration 28Q: 3 clusters Score -1241486 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1241499.250000 Penalty: 10613.897461
	Iteration 29Q: 3 clusters Score -1241499 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1241515.375000 Penalty: 10613.897461
	Iteration 30Q: 3 clusters Score -1241515 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1241540.750000 Penalty: 10613.897461
	Iteration 31Q: 3 clusters Score -1241541 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1241560.875000 Penalty: 10613.897461
	Iteration 32Q: 3 clusters Score -1241561 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1241583.500000 Penalty: 10613.897461
	Iteration 33Q: 3 clusters Score -1241584 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1241616.875000 Penalty: 10613.897461
	Iteration 34Q: 3 clusters Score -1241617 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1241647.000000 Penalty: 10613.897461
	Iteration 35Q: 3 clusters Score -1241647 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1241679.875000 Penalty: 10613.897461
	Iteration 36Q: 3 clusters Score -1241680 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1241716.375000 Penalty: 10613.897461
	Iteration 37Q: 3 clusters Score -1241716 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1241749.375000 Penalty: 10613.897461
	Iteration 38Q: 3 clusters Score -1241749 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1241778.750000 Penalty: 10613.897461
	Iteration 39Q: 3 clusters Score -1241779 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1241817.625000 Penalty: 10613.897461
	Iteration 40F: 3 clusters Score -1241818 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1241847.750000 Penalty: 10613.897461
	Iteration 41Q: 3 clusters Score -1241848 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1241878.125000 Penalty: 10613.897461
	Iteration 42Q: 3 clusters Score -1241878 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1241912.625000 Penalty: 10613.897461
	Iteration 43Q: 3 clusters Score -1241913 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1241954.875000 Penalty: 10613.897461
	Iteration 44Q: 3 clusters Score -1241955 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1241978.500000 Penalty: 10613.897461
	Iteration 45Q: 3 clusters Score -1241978 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1242002.375000 Penalty: 10613.897461
	Iteration 46Q: 3 clusters Score -1242002 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1242017.000000 Penalty: 10613.897461
	Iteration 47Q: 3 clusters Score -1242017 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1242029.375000 Penalty: 10613.897461
	Iteration 48Q: 3 clusters Score -1242029 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1242047.750000 Penalty: 10613.897461
	Iteration 49Q: 3 clusters Score -1242048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1242062.500000 Penalty: 10613.897461
	Iteration 50Q: 3 clusters Score -1242062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1242072.375000 Penalty: 10613.897461
	Iteration 51Q: 3 clusters Score -1242072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1242079.125000 Penalty: 10613.897461
	Iteration 52Q: 3 clusters Score -1242079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1242085.250000 Penalty: 10613.897461
	Iteration 53Q: 3 clusters Score -1242085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1242090.000000 Penalty: 10613.897461
	Iteration 54Q: 3 clusters Score -1242090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1242097.875000 Penalty: 10613.897461
	Iteration 55Q: 3 clusters Score -1242098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1242100.000000 Penalty: 10613.897461
	Iteration 56Q: 3 clusters Score -1242100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1242105.500000 Penalty: 10613.897461
	Iteration 57Q: 3 clusters Score -1242106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1242105.000000 Penalty: 10613.897461
	Iteration 58Q: 3 clusters Score -1242105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1242108.125000 Penalty: 10613.897461
	Iteration 59Q: 3 clusters Score -1242108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1242112.375000 Penalty: 10613.897461
	Iteration 60F: 3 clusters Score -1242112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1242114.250000 Penalty: 10613.897461
	Iteration 61Q: 3 clusters Score -1242114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1242116.500000 Penalty: 10613.897461
	Iteration 62Q: 3 clusters Score -1242116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1242116.500000 Penalty: 10613.897461
	Iteration 63F: 3 clusters Score -1242116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Entering Unmasked Estep 
Score: -1694214.500000 Penalty: 5470.737305
	Iteration 0F: 2 clusters Score -1694214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1685588.625000 Penalty: 10941.474609
	Iteration 0F: 3 clusters Score -1685589 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1687107.375000 Penalty: 10941.474609
	Iteration 1F: 3 clusters Score -1687107 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1687472.250000 Penalty: 10941.474609
	Iteration 2F: 3 clusters Score -1687472 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1687685.750000 Penalty: 10941.474609
	Iteration 3Q: 3 clusters Score -1687686 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1687819.000000 Penalty: 10941.474609
	Iteration 4Q: 3 clusters Score -1687819 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1687901.500000 Penalty: 10941.474609
	Iteration 5Q: 3 clusters Score -1687902 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1687968.625000 Penalty: 10941.474609
	Iteration 6Q: 3 clusters Score -1687969 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1688025.250000 Penalty: 10941.474609
	Iteration 7Q: 3 clusters Score -1688025 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1688061.000000 Penalty: 10941.474609
	Iteration 8Q: 3 clusters Score -1688061 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1688088.875000 Penalty: 10941.474609
	Iteration 9Q: 3 clusters Score -1688089 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1688118.750000 Penalty: 10941.474609
	Iteration 10Q: 3 clusters Score -1688119 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1688141.875000 Penalty: 10941.474609
	Iteration 11Q: 3 clusters Score -1688142 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1688162.000000 Penalty: 10941.474609
	Iteration 12Q: 3 clusters Score -1688162 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1688188.250000 Penalty: 10941.474609
	Iteration 13Q: 3 clusters Score -1688188 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1688214.125000 Penalty: 10941.474609
	Iteration 14Q: 3 clusters Score -1688214 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1688228.125000 Penalty: 10941.474609
	Iteration 15Q: 3 clusters Score -1688228 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1688240.250000 Penalty: 10941.474609
	Iteration 16Q: 3 clusters Score -1688240 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1688255.750000 Penalty: 10941.474609
	Iteration 17Q: 3 clusters Score -1688256 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1688276.625000 Penalty: 10941.474609
	Iteration 18Q: 3 clusters Score -1688277 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1688286.000000 Penalty: 10941.474609
	Iteration 19Q: 3 clusters Score -1688286 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1688295.625000 Penalty: 10941.474609
	Iteration 20F: 3 clusters Score -1688296 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1688303.500000 Penalty: 10941.474609
	Iteration 21Q: 3 clusters Score -1688304 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1688316.625000 Penalty: 10941.474609
	Iteration 22Q: 3 clusters Score -1688317 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1688324.125000 Penalty: 10941.474609
	Iteration 23Q: 3 clusters Score -1688324 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1688340.625000 Penalty: 10941.474609
	Iteration 24Q: 3 clusters Score -1688341 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1688353.625000 Penalty: 10941.474609
	Iteration 25Q: 3 clusters Score -1688354 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1688368.875000 Penalty: 10941.474609
	Iteration 26Q: 3 clusters Score -1688369 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1688392.500000 Penalty: 10941.474609
	Iteration 27Q: 3 clusters Score -1688392 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1688404.500000 Penalty: 10941.474609
	Iteration 28Q: 3 clusters Score -1688404 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1688420.750000 Penalty: 10941.474609
	Iteration 29Q: 3 clusters Score -1688421 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1688434.000000 Penalty: 10941.474609
	Iteration 30Q: 3 clusters Score -1688434 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1688449.125000 Penalty: 10941.474609
	Iteration 31Q: 3 clusters Score -1688449 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1688463.875000 Penalty: 10941.474609
	Iteration 32Q: 3 clusters Score -1688464 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1688478.375000 Penalty: 10941.474609
	Iteration 33Q: 3 clusters Score -1688478 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1688494.125000 Penalty: 10941.474609
	Iteration 34Q: 3 clusters Score -1688494 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1688518.875000 Penalty: 10941.474609
	Iteration 35Q: 3 clusters Score -1688519 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1688530.500000 Penalty: 10941.474609
	Iteration 36Q: 3 clusters Score -1688530 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1688546.375000 Penalty: 10941.474609
	Iteration 37Q: 3 clusters Score -1688546 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1688567.375000 Penalty: 10941.474609
	Iteration 38Q: 3 clusters Score -1688567 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1688580.875000 Penalty: 10941.474609
	Iteration 39Q: 3 clusters Score -1688581 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1688595.125000 Penalty: 10941.474609
	Iteration 40F: 3 clusters Score -1688595 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1688625.000000 Penalty: 10941.474609
	Iteration 41Q: 3 clusters Score -1688625 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1688651.250000 Penalty: 10941.474609
	Iteration 42Q: 3 clusters Score -1688651 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1688674.750000 Penalty: 10941.474609
	Iteration 43Q: 3 clusters Score -1688675 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1688685.000000 Penalty: 10941.474609
	Iteration 44Q: 3 clusters Score -1688685 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1688701.375000 Penalty: 10941.474609
	Iteration 45Q: 3 clusters Score -1688701 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1688720.125000 Penalty: 10941.474609
	Iteration 46Q: 3 clusters Score -1688720 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1688743.750000 Penalty: 10941.474609
	Iteration 47Q: 3 clusters Score -1688744 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1688768.250000 Penalty: 10941.474609
	Iteration 48Q: 3 clusters Score -1688768 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1688786.875000 Penalty: 10941.474609
	Iteration 49Q: 3 clusters Score -1688787 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1688816.625000 Penalty: 10941.474609
	Iteration 50Q: 3 clusters Score -1688817 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1688855.625000 Penalty: 10941.474609
	Iteration 51Q: 3 clusters Score -1688856 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1688894.250000 Penalty: 10941.474609
	Iteration 52Q: 3 clusters Score -1688894 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1688915.625000 Penalty: 10941.474609
	Iteration 53Q: 3 clusters Score -1688916 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1688932.000000 Penalty: 10941.474609
	Iteration 54Q: 3 clusters Score -1688932 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1688945.000000 Penalty: 10941.474609
	Iteration 55Q: 3 clusters Score -1688945 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1688950.875000 Penalty: 10941.474609
	Iteration 56Q: 3 clusters Score -1688951 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1688962.875000 Penalty: 10941.474609
	Iteration 57Q: 3 clusters Score -1688963 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1688975.000000 Penalty: 10941.474609
	Iteration 58Q: 3 clusters Score -1688975 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1688977.250000 Penalty: 10941.474609
	Iteration 59Q: 3 clusters Score -1688977 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1688990.375000 Penalty: 10941.474609
	Iteration 60F: 3 clusters Score -1688990 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1688999.375000 Penalty: 10941.474609
	Iteration 61Q: 3 clusters Score -1688999 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1689008.875000 Penalty: 10941.474609
	Iteration 62Q: 3 clusters Score -1689009 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1689013.875000 Penalty: 10941.474609
	Iteration 63Q: 3 clusters Score -1689014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1689021.750000 Penalty: 10941.474609
	Iteration 64Q: 3 clusters Score -1689022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1689029.625000 Penalty: 10941.474609
	Iteration 65Q: 3 clusters Score -1689030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1689036.750000 Penalty: 10941.474609
	Iteration 66Q: 3 clusters Score -1689037 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1689049.000000 Penalty: 10941.474609
	Iteration 67Q: 3 clusters Score -1689049 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1689054.500000 Penalty: 10941.474609
	Iteration 68Q: 3 clusters Score -1689054 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1689065.875000 Penalty: 10941.474609
	Iteration 69Q: 3 clusters Score -1689066 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1689083.875000 Penalty: 10941.474609
	Iteration 70Q: 3 clusters Score -1689084 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1689094.750000 Penalty: 10941.474609
	Iteration 71Q: 3 clusters Score -1689095 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1689103.000000 Penalty: 10941.474609
	Iteration 72Q: 3 clusters Score -1689103 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1689113.375000 Penalty: 10941.474609
	Iteration 73Q: 3 clusters Score -1689113 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1689119.125000 Penalty: 10941.474609
	Iteration 74Q: 3 clusters Score -1689119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1689123.875000 Penalty: 10941.474609
	Iteration 75Q: 3 clusters Score -1689124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1689130.000000 Penalty: 10941.474609
	Iteration 76Q: 3 clusters Score -1689130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1689139.000000 Penalty: 10941.474609
	Iteration 77Q: 3 clusters Score -1689139 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1689145.875000 Penalty: 10941.474609
	Iteration 78Q: 3 clusters Score -1689146 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1689161.625000 Penalty: 10941.474609
	Iteration 79Q: 3 clusters Score -1689162 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1689167.875000 Penalty: 10941.474609
	Iteration 80F: 3 clusters Score -1689168 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1689180.125000 Penalty: 10941.474609
	Iteration 81Q: 3 clusters Score -1689180 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1689188.125000 Penalty: 10941.474609
	Iteration 82Q: 3 clusters Score -1689188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1689197.375000 Penalty: 10941.474609
	Iteration 83Q: 3 clusters Score -1689197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1689199.000000 Penalty: 10941.474609
	Iteration 84Q: 3 clusters Score -1689199 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1689202.625000 Penalty: 10941.474609
	Iteration 85Q: 3 clusters Score -1689203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1689211.500000 Penalty: 10941.474609
	Iteration 86Q: 3 clusters Score -1689212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1689220.875000 Penalty: 10941.474609
	Iteration 87Q: 3 clusters Score -1689221 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1689230.250000 Penalty: 10941.474609
	Iteration 88Q: 3 clusters Score -1689230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1689232.625000 Penalty: 10941.474609
	Iteration 89Q: 3 clusters Score -1689233 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1689247.875000 Penalty: 10941.474609
	Iteration 90Q: 3 clusters Score -1689248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1689257.625000 Penalty: 10941.474609
	Iteration 91Q: 3 clusters Score -1689258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1689261.875000 Penalty: 10941.474609
	Iteration 92Q: 3 clusters Score -1689262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1689268.625000 Penalty: 10941.474609
	Iteration 93Q: 3 clusters Score -1689269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1689276.625000 Penalty: 10941.474609
	Iteration 94Q: 3 clusters Score -1689277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1689278.750000 Penalty: 10941.474609
	Iteration 95Q: 3 clusters Score -1689279 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1689286.000000 Penalty: 10941.474609
	Iteration 96Q: 3 clusters Score -1689286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1689291.875000 Penalty: 10941.474609
	Iteration 97Q: 3 clusters Score -1689292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1689295.500000 Penalty: 10941.474609
	Iteration 98Q: 3 clusters Score -1689296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1689300.875000 Penalty: 10941.474609
	Iteration 99Q: 3 clusters Score -1689301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1689307.125000 Penalty: 10941.474609
	Iteration 100F: 3 clusters Score -1689307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1689306.375000 Penalty: 10941.474609
	Iteration 101Q: 3 clusters Score -1689306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1689308.750000 Penalty: 10941.474609
	Iteration 102Q: 3 clusters Score -1689309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1689317.250000 Penalty: 10941.474609
	Iteration 103Q: 3 clusters Score -1689317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1689319.250000 Penalty: 10941.474609
	Iteration 104Q: 3 clusters Score -1689319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1689326.375000 Penalty: 10941.474609
	Iteration 105Q: 3 clusters Score -1689326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1689331.250000 Penalty: 10941.474609
	Iteration 106Q: 3 clusters Score -1689331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1689334.500000 Penalty: 10941.474609
	Iteration 107Q: 3 clusters Score -1689334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1689338.500000 Penalty: 10941.474609
	Iteration 108Q: 3 clusters Score -1689338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1689344.375000 Penalty: 10941.474609
	Iteration 109Q: 3 clusters Score -1689344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1689355.375000 Penalty: 10941.474609
	Iteration 110Q: 3 clusters Score -1689355 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1689365.125000 Penalty: 10941.474609
	Iteration 111Q: 3 clusters Score -1689365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1689369.625000 Penalty: 10941.474609
	Iteration 112Q: 3 clusters Score -1689370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1689376.250000 Penalty: 10941.474609
	Iteration 113Q: 3 clusters Score -1689376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1689377.625000 Penalty: 10941.474609
	Iteration 114Q: 3 clusters Score -1689378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1689380.000000 Penalty: 10941.474609
	Iteration 115Q: 3 clusters Score -1689380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1689387.750000 Penalty: 10941.474609
	Iteration 116Q: 3 clusters Score -1689388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1689387.750000 Penalty: 10941.474609
	Iteration 117Q: 3 clusters Score -1689388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1689391.250000 Penalty: 10941.474609
	Iteration 118Q: 3 clusters Score -1689391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1689394.875000 Penalty: 10941.474609
	Iteration 119Q: 3 clusters Score -1689395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1689397.000000 Penalty: 10941.474609
	Iteration 120F: 3 clusters Score -1689397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1689398.875000 Penalty: 10941.474609
	Iteration 121Q: 3 clusters Score -1689399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1689405.375000 Penalty: 10941.474609
	Iteration 122Q: 3 clusters Score -1689405 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1689417.875000 Penalty: 10941.474609
	Iteration 123Q: 3 clusters Score -1689418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1689421.625000 Penalty: 10941.474609
	Iteration 124Q: 3 clusters Score -1689422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1689430.875000 Penalty: 10941.474609
	Iteration 125Q: 3 clusters Score -1689431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1689430.500000 Penalty: 10941.474609
	Iteration 126Q: 3 clusters Score -1689430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1689432.750000 Penalty: 10941.474609
	Iteration 127Q: 3 clusters Score -1689433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1689433.375000 Penalty: 10941.474609
	Iteration 128Q: 3 clusters Score -1689433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1689438.125000 Penalty: 10941.474609
	Iteration 129Q: 3 clusters Score -1689438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1689441.500000 Penalty: 10941.474609
	Iteration 130Q: 3 clusters Score -1689442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1689441.500000 Penalty: 10941.474609
	Iteration 131F: 3 clusters Score -1689442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Entering Unmasked Estep 
Score: -394231.156250 Penalty: 4579.339355
	Iteration 0F: 2 clusters Score -394231.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -389375.187500 Penalty: 9158.678711
	Iteration 0F: 3 clusters Score -389375.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -389855.437500 Penalty: 9158.678711
	Iteration 1F: 3 clusters Score -389855.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -390005.312500 Penalty: 9158.678711
	Iteration 2F: 3 clusters Score -390005.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -390067.562500 Penalty: 9158.678711
	Iteration 3Q: 3 clusters Score -390067.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -390112.343750 Penalty: 9158.678711
	Iteration 4Q: 3 clusters Score -390112.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -390132.406250 Penalty: 9158.678711
	Iteration 5Q: 3 clusters Score -390132.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -390146.093750 Penalty: 9158.678711
	Iteration 6Q: 3 clusters Score -390146.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -390150.062500 Penalty: 9158.678711
	Iteration 7Q: 3 clusters Score -390150.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -390150.062500 Penalty: 9158.678711
	Iteration 8F: 3 clusters Score -390150.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Entering Unmasked Estep 
Score: -2050323.625000 Penalty: 5609.271484
	Iteration 0F: 2 clusters Score -2050324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -2040401.000000 Penalty: 11218.542969
	Iteration 0F: 3 clusters Score -2040401 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -2042361.375000 Penalty: 11218.542969
	Iteration 1F: 3 clusters Score -2042361 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -2042851.375000 Penalty: 11218.542969
	Iteration 2F: 3 clusters Score -2042851 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -2043247.250000 Penalty: 11218.542969
	Iteration 3F: 3 clusters Score -2043247 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -2043628.250000 Penalty: 11218.542969
	Iteration 4Q: 3 clusters Score -2043628 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -2043999.625000 Penalty: 11218.542969
	Iteration 5Q: 3 clusters Score -2044000 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -2044337.625000 Penalty: 11218.542969
	Iteration 6Q: 3 clusters Score -2044338 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -2044609.125000 Penalty: 11218.542969
	Iteration 7Q: 3 clusters Score -2044609 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -2044820.375000 Penalty: 11218.542969
	Iteration 8Q: 3 clusters Score -2044820 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -2045018.250000 Penalty: 11218.542969
	Iteration 9Q: 3 clusters Score -2045018 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -2045219.500000 Penalty: 11218.542969
	Iteration 10Q: 3 clusters Score -2045220 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -2045416.625000 Penalty: 11218.542969
	Iteration 11Q: 3 clusters Score -2045417 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -2045625.250000 Penalty: 11218.542969
	Iteration 12Q: 3 clusters Score -2045625 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -2045828.750000 Penalty: 11218.542969
	Iteration 13Q: 3 clusters Score -2045829 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -2046022.750000 Penalty: 11218.542969
	Iteration 14Q: 3 clusters Score -2046023 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -2046194.250000 Penalty: 11218.542969
	Iteration 15Q: 3 clusters Score -2046194 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -2046370.000000 Penalty: 11218.542969
	Iteration 16Q: 3 clusters Score -2046370 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -2046511.250000 Penalty: 11218.542969
	Iteration 17Q: 3 clusters Score -2046511 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2046620.500000 Penalty: 11218.542969
	Iteration 18Q: 3 clusters Score -2046620 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -2046707.250000 Penalty: 11218.542969
	Iteration 19Q: 3 clusters Score -2046707 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -2046761.125000 Penalty: 11218.542969
	Iteration 20F: 3 clusters Score -2046761 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2046817.750000 Penalty: 11218.542969
	Iteration 21Q: 3 clusters Score -2046818 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2046844.250000 Penalty: 11218.542969
	Iteration 22Q: 3 clusters Score -2046844 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2046871.250000 Penalty: 11218.542969
	Iteration 23Q: 3 clusters Score -2046871 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -2046893.625000 Penalty: 11218.542969
	Iteration 24Q: 3 clusters Score -2046894 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -2046914.125000 Penalty: 11218.542969
	Iteration 25Q: 3 clusters Score -2046914 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -2046926.000000 Penalty: 11218.542969
	Iteration 26Q: 3 clusters Score -2046926 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2046943.375000 Penalty: 11218.542969
	Iteration 27Q: 3 clusters Score -2046943 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2046946.250000 Penalty: 11218.542969
	Iteration 28Q: 3 clusters Score -2046946 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -2046960.875000 Penalty: 11218.542969
	Iteration 29Q: 3 clusters Score -2046961 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -2046965.125000 Penalty: 11218.542969
	Iteration 30Q: 3 clusters Score -2046965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -2046971.250000 Penalty: 11218.542969
	Iteration 31Q: 3 clusters Score -2046971 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2046980.125000 Penalty: 11218.542969
	Iteration 32Q: 3 clusters Score -2046980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2046979.500000 Penalty: 11218.542969
	Iteration 33Q: 3 clusters Score -2046980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2046985.750000 Penalty: 11218.542969
	Iteration 34Q: 3 clusters Score -2046986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2046990.750000 Penalty: 11218.542969
	Iteration 35Q: 3 clusters Score -2046991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2046996.375000 Penalty: 11218.542969
	Iteration 36Q: 3 clusters Score -2046996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2047004.750000 Penalty: 11218.542969
	Iteration 37Q: 3 clusters Score -2047005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2047009.125000 Penalty: 11218.542969
	Iteration 38Q: 3 clusters Score -2047009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2047010.875000 Penalty: 11218.542969
	Iteration 39Q: 3 clusters Score -2047011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2047014.125000 Penalty: 11218.542969
	Iteration 40F: 3 clusters Score -2047014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2047016.375000 Penalty: 11218.542969
	Iteration 41Q: 3 clusters Score -2047016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2047018.375000 Penalty: 11218.542969
	Iteration 42Q: 3 clusters Score -2047018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2047015.375000 Penalty: 11218.542969
	Iteration 43Q: 3 clusters Score -2047015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2047025.000000 Penalty: 11218.542969
	Iteration 44Q: 3 clusters Score -2047025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2047027.125000 Penalty: 11218.542969
	Iteration 45Q: 3 clusters Score -2047027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2047027.125000 Penalty: 11218.542969
	Iteration 46F: 3 clusters Score -2047027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (47299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47299 members 
Entering Unmasked Estep 
Score: -10574437.000000 Penalty: 6593.099609
	Iteration 0F: 2 clusters Score -1.057444e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 23818 members 
Entering Unmasked Estep 
Score: -10540587.000000 Penalty: 13186.199219
	Iteration 0F: 3 clusters Score -1.054059e+07 nChanged 20593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -10551762.000000 Penalty: 13186.199219
	Iteration 1F: 3 clusters Score -1.055176e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
Score: -10552918.000000 Penalty: 13186.199219
	Iteration 2F: 3 clusters Score -1.055292e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -10553929.000000 Penalty: 13186.199219
	Iteration 3Q: 3 clusters Score -1.055393e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -10555039.000000 Penalty: 13186.199219
	Iteration 4Q: 3 clusters Score -1.055504e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 26045 members 
Entering Unmasked Estep 
Score: -10556586.000000 Penalty: 13186.199219
	Iteration 5Q: 3 clusters Score -1.055659e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 26185 members 
Entering Unmasked Estep 
Score: -10558514.000000 Penalty: 13186.199219
	Iteration 6F: 3 clusters Score -1.055851e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -10560642.000000 Penalty: 13186.199219
	Iteration 7F: 3 clusters Score -1.056064e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 25607 members 
Entering Unmasked Estep 
Score: -10562773.000000 Penalty: 13186.199219
	Iteration 8F: 3 clusters Score -1.056277e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 24928 members 
Entering Unmasked Estep 
Score: -10564829.000000 Penalty: 13186.199219
	Iteration 9F: 3 clusters Score -1.056483e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -10566495.000000 Penalty: 13186.199219
	Iteration 10F: 3 clusters Score -1.05665e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -10567817.000000 Penalty: 13186.199219
	Iteration 11Q: 3 clusters Score -1.056782e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -10568724.000000 Penalty: 13186.199219
	Iteration 12Q: 3 clusters Score -1.056872e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -10569452.000000 Penalty: 13186.199219
	Iteration 13Q: 3 clusters Score -1.056945e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -10570030.000000 Penalty: 13186.199219
	Iteration 14Q: 3 clusters Score -1.057003e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25229 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -10570459.000000 Penalty: 13186.199219
	Iteration 15Q: 3 clusters Score -1.057046e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -10570825.000000 Penalty: 13186.199219
	Iteration 16Q: 3 clusters Score -1.057082e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -10571107.000000 Penalty: 13186.199219
	Iteration 17Q: 3 clusters Score -1.057111e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -10571403.000000 Penalty: 13186.199219
	Iteration 18Q: 3 clusters Score -1.05714e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27305 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -10571659.000000 Penalty: 13186.199219
	Iteration 19Q: 3 clusters Score -1.057166e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27824 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -10571868.000000 Penalty: 13186.199219
	Iteration 20F: 3 clusters Score -1.057187e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28324 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -10572083.000000 Penalty: 13186.199219
	Iteration 21Q: 3 clusters Score -1.057208e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -10572281.000000 Penalty: 13186.199219
	Iteration 22Q: 3 clusters Score -1.057228e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29212 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -10572409.000000 Penalty: 13186.199219
	Iteration 23Q: 3 clusters Score -1.057241e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -10572513.000000 Penalty: 13186.199219
	Iteration 24Q: 3 clusters Score -1.057251e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29910 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -10572591.000000 Penalty: 13186.199219
	Iteration 25Q: 3 clusters Score -1.057259e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30209 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -10572656.000000 Penalty: 13186.199219
	Iteration 26Q: 3 clusters Score -1.057266e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30461 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -10572686.000000 Penalty: 13186.199219
	Iteration 27Q: 3 clusters Score -1.057269e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30687 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -10572690.000000 Penalty: 13186.199219
	Iteration 28Q: 3 clusters Score -1.057269e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30880 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -10572734.000000 Penalty: 13186.199219
	Iteration 29Q: 3 clusters Score -1.057273e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31060 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -10572736.000000 Penalty: 13186.199219
	Iteration 30Q: 3 clusters Score -1.057274e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31233 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -10572782.000000 Penalty: 13186.199219
	Iteration 31Q: 3 clusters Score -1.057278e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31386 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -10572822.000000 Penalty: 13186.199219
	Iteration 32Q: 3 clusters Score -1.057282e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31535 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -10572856.000000 Penalty: 13186.199219
	Iteration 33Q: 3 clusters Score -1.057286e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31687 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -10572910.000000 Penalty: 13186.199219
	Iteration 34Q: 3 clusters Score -1.057291e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31825 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -10572934.000000 Penalty: 13186.199219
	Iteration 35Q: 3 clusters Score -1.057293e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31970 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -10572956.000000 Penalty: 13186.199219
	Iteration 36Q: 3 clusters Score -1.057296e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32096 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -10572961.000000 Penalty: 13186.199219
	Iteration 37Q: 3 clusters Score -1.057296e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32222 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -10572997.000000 Penalty: 13186.199219
	Iteration 38Q: 3 clusters Score -1.0573e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32352 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -10572979.000000 Penalty: 13186.199219
	Iteration 39Q: 3 clusters Score -1.057298e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32476 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -10572982.000000 Penalty: 13186.199219
	Iteration 40F: 3 clusters Score -1.057298e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32581 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -10573003.000000 Penalty: 13186.199219
	Iteration 41Q: 3 clusters Score -1.0573e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32703 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -10573013.000000 Penalty: 13186.199219
	Iteration 42Q: 3 clusters Score -1.057301e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32813 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -10573031.000000 Penalty: 13186.199219
	Iteration 43Q: 3 clusters Score -1.057303e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32914 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -10573046.000000 Penalty: 13186.199219
	Iteration 44Q: 3 clusters Score -1.057305e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33017 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -10573066.000000 Penalty: 13186.199219
	Iteration 45Q: 3 clusters Score -1.057307e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33128 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -10573102.000000 Penalty: 13186.199219
	Iteration 46Q: 3 clusters Score -1.05731e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33261 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -10573129.000000 Penalty: 13186.199219
	Iteration 47Q: 3 clusters Score -1.057313e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33387 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -10573148.000000 Penalty: 13186.199219
	Iteration 48Q: 3 clusters Score -1.057315e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33517 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -10573203.000000 Penalty: 13186.199219
	Iteration 49Q: 3 clusters Score -1.05732e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33660 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -10573226.000000 Penalty: 13186.199219
	Iteration 50Q: 3 clusters Score -1.057323e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33806 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -10573235.000000 Penalty: 13186.199219
	Iteration 51Q: 3 clusters Score -1.057324e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33941 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -10573268.000000 Penalty: 13186.199219
	Iteration 52Q: 3 clusters Score -1.057327e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34065 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -10573312.000000 Penalty: 13186.199219
	Iteration 53Q: 3 clusters Score -1.057331e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34198 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -10573358.000000 Penalty: 13186.199219
	Iteration 54Q: 3 clusters Score -1.057336e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34329 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -10573377.000000 Penalty: 13186.199219
	Iteration 55Q: 3 clusters Score -1.057338e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34448 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -10573406.000000 Penalty: 13186.199219
	Iteration 56Q: 3 clusters Score -1.057341e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34581 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -10573400.000000 Penalty: 13186.199219
	Iteration 57Q: 3 clusters Score -1.05734e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34711 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -10573435.000000 Penalty: 13186.199219
	Iteration 58Q: 3 clusters Score -1.057344e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -10573445.000000 Penalty: 13186.199219
	Iteration 59Q: 3 clusters Score -1.057344e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34990 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -10573497.000000 Penalty: 13186.199219
	Iteration 60F: 3 clusters Score -1.05735e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35124 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -10573515.000000 Penalty: 13186.199219
	Iteration 61Q: 3 clusters Score -1.057352e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35240 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -10573569.000000 Penalty: 13186.199219
	Iteration 62Q: 3 clusters Score -1.057357e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35349 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -10573584.000000 Penalty: 13186.199219
	Iteration 63Q: 3 clusters Score -1.057358e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35453 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -10573619.000000 Penalty: 13186.199219
	Iteration 64Q: 3 clusters Score -1.057362e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35550 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -10573637.000000 Penalty: 13186.199219
	Iteration 65Q: 3 clusters Score -1.057364e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35638 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -10573616.000000 Penalty: 13186.199219
	Iteration 66Q: 3 clusters Score -1.057362e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35730 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -10573640.000000 Penalty: 13186.199219
	Iteration 67Q: 3 clusters Score -1.057364e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35816 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -10573635.000000 Penalty: 13186.199219
	Iteration 68Q: 3 clusters Score -1.057364e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35895 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -10573672.000000 Penalty: 13186.199219
	Iteration 69Q: 3 clusters Score -1.057367e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35955 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -10573664.000000 Penalty: 13186.199219
	Iteration 70Q: 3 clusters Score -1.057366e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36009 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -10573687.000000 Penalty: 13186.199219
	Iteration 71Q: 3 clusters Score -1.057369e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36065 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -10573699.000000 Penalty: 13186.199219
	Iteration 72Q: 3 clusters Score -1.05737e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36123 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -10573709.000000 Penalty: 13186.199219
	Iteration 73Q: 3 clusters Score -1.057371e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36178 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -10573705.000000 Penalty: 13186.199219
	Iteration 74Q: 3 clusters Score -1.05737e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36220 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -10573702.000000 Penalty: 13186.199219
	Iteration 75Q: 3 clusters Score -1.05737e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36268 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -10573723.000000 Penalty: 13186.199219
	Iteration 76Q: 3 clusters Score -1.057372e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36320 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -10573722.000000 Penalty: 13186.199219
	Iteration 77Q: 3 clusters Score -1.057372e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36369 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -10573706.000000 Penalty: 13186.199219
	Iteration 78Q: 3 clusters Score -1.057371e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36403 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -10573721.000000 Penalty: 13186.199219
	Iteration 79Q: 3 clusters Score -1.057372e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36435 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -10573741.000000 Penalty: 13186.199219
	Iteration 80F: 3 clusters Score -1.057374e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36464 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -10573764.000000 Penalty: 13186.199219
	Iteration 81Q: 3 clusters Score -1.057376e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36498 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -10573752.000000 Penalty: 13186.199219
	Iteration 82Q: 3 clusters Score -1.057375e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36523 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -10573768.000000 Penalty: 13186.199219
	Iteration 83Q: 3 clusters Score -1.057377e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36557 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -10573796.000000 Penalty: 13186.199219
	Iteration 84Q: 3 clusters Score -1.05738e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36589 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -10573781.000000 Penalty: 13186.199219
	Iteration 85Q: 3 clusters Score -1.057378e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36615 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -10573784.000000 Penalty: 13186.199219
	Iteration 86Q: 3 clusters Score -1.057378e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36638 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -10573770.000000 Penalty: 13186.199219
	Iteration 87Q: 3 clusters Score -1.057377e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36663 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -10573764.000000 Penalty: 13186.199219
	Iteration 88Q: 3 clusters Score -1.057376e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36682 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -10573779.000000 Penalty: 13186.199219
	Iteration 89Q: 3 clusters Score -1.057378e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36696 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -10573789.000000 Penalty: 13186.199219
	Iteration 90Q: 3 clusters Score -1.057379e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36710 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -10573777.000000 Penalty: 13186.199219
	Iteration 91Q: 3 clusters Score -1.057378e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36719 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -10573774.000000 Penalty: 13186.199219
	Iteration 92Q: 3 clusters Score -1.057377e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36727 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -10573767.000000 Penalty: 13186.199219
	Iteration 93Q: 3 clusters Score -1.057377e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36741 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -10573782.000000 Penalty: 13186.199219
	Iteration 94Q: 3 clusters Score -1.057378e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36757 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -10573782.000000 Penalty: 13186.199219
	Iteration 95Q: 3 clusters Score -1.057378e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36773 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -10573762.000000 Penalty: 13186.199219
	Iteration 96Q: 3 clusters Score -1.057376e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36789 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -10573762.000000 Penalty: 13186.199219
	Iteration 97Q: 3 clusters Score -1.057376e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36810 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -10573781.000000 Penalty: 13186.199219
	Iteration 98Q: 3 clusters Score -1.057378e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36832 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -10573785.000000 Penalty: 13186.199219
	Iteration 99Q: 3 clusters Score -1.057378e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36850 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -10573785.000000 Penalty: 13186.199219
	Iteration 100F: 3 clusters Score -1.057378e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36869 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -10573802.000000 Penalty: 13186.199219
	Iteration 101Q: 3 clusters Score -1.05738e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36882 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -10573814.000000 Penalty: 13186.199219
	Iteration 102Q: 3 clusters Score -1.057381e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36892 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -10573812.000000 Penalty: 13186.199219
	Iteration 103Q: 3 clusters Score -1.057381e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36900 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -10573808.000000 Penalty: 13186.199219
	Iteration 104Q: 3 clusters Score -1.057381e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36907 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -10573809.000000 Penalty: 13186.199219
	Iteration 105Q: 3 clusters Score -1.057381e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36916 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -10573810.000000 Penalty: 13186.199219
	Iteration 106Q: 3 clusters Score -1.057381e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36921 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -10573820.000000 Penalty: 13186.199219
	Iteration 107Q: 3 clusters Score -1.057382e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36923 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -10573811.000000 Penalty: 13186.199219
	Iteration 108Q: 3 clusters Score -1.057381e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36925 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -10573811.000000 Penalty: 13186.199219
	Iteration 109Q: 3 clusters Score -1.057381e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36925 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -10573811.000000 Penalty: 13186.199219
	Iteration 110F: 3 clusters Score -1.057381e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Entering Unmasked Estep 
Score: -286912.156250 Penalty: 4416.173828
	Iteration 0F: 2 clusters Score -286912.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -282605.500000 Penalty: 8832.347656
	Iteration 0F: 3 clusters Score -282605.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -283141.406250 Penalty: 8832.347656
	Iteration 1F: 3 clusters Score -283141.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -283404.718750 Penalty: 8832.347656
	Iteration 2F: 3 clusters Score -283404.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -283627.906250 Penalty: 8832.347656
	Iteration 3Q: 3 clusters Score -283627.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -283896.468750 Penalty: 8832.347656
	Iteration 4Q: 3 clusters Score -283896.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -284297.375000 Penalty: 8832.347656
	Iteration 5Q: 3 clusters Score -284297.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -284548.031250 Penalty: 8832.347656
	Iteration 6Q: 3 clusters Score -284548 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -284804.562500 Penalty: 8832.347656
	Iteration 7F: 3 clusters Score -284804.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -285111.343750 Penalty: 8832.347656
	Iteration 8Q: 3 clusters Score -285111.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -285232.000000 Penalty: 8832.347656
	Iteration 9Q: 3 clusters Score -285232 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -285319.656250 Penalty: 8832.347656
	Iteration 10Q: 3 clusters Score -285319.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -285498.781250 Penalty: 8832.347656
	Iteration 11Q: 3 clusters Score -285498.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -285756.375000 Penalty: 8832.347656
	Iteration 12Q: 3 clusters Score -285756.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -286137.187500 Penalty: 8832.347656
	Iteration 13Q: 3 clusters Score -286137.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -286183.968750 Penalty: 8832.347656
	Iteration 14Q: 3 clusters Score -286184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -286201.687500 Penalty: 8832.347656
	Iteration 15Q: 3 clusters Score -286201.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -286208.343750 Penalty: 8832.347656
	Iteration 16Q: 3 clusters Score -286208.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -286209.687500 Penalty: 8832.347656
	Iteration 17Q: 3 clusters Score -286209.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -286211.250000 Penalty: 8832.347656
	Iteration 18Q: 3 clusters Score -286211.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -286211.250000 Penalty: 8832.347656
	Iteration 19F: 3 clusters Score -286211.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Entering Unmasked Estep 
Score: -605040.375000 Penalty: 4859.889648
	Iteration 0F: 2 clusters Score -605040.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -599445.625000 Penalty: 9719.779297
	Iteration 0F: 3 clusters Score -599445.6 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -600245.687500 Penalty: 9719.779297
	Iteration 1F: 3 clusters Score -600245.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -600503.500000 Penalty: 9719.779297
	Iteration 2F: 3 clusters Score -600503.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -600615.062500 Penalty: 9719.779297
	Iteration 3Q: 3 clusters Score -600615.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -600680.937500 Penalty: 9719.779297
	Iteration 4Q: 3 clusters Score -600680.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -600709.000000 Penalty: 9719.779297
	Iteration 5Q: 3 clusters Score -600709 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -600734.500000 Penalty: 9719.779297
	Iteration 6Q: 3 clusters Score -600734.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -600746.812500 Penalty: 9719.779297
	Iteration 7Q: 3 clusters Score -600746.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -600758.437500 Penalty: 9719.779297
	Iteration 8Q: 3 clusters Score -600758.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -600771.562500 Penalty: 9719.779297
	Iteration 9Q: 3 clusters Score -600771.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -600783.750000 Penalty: 9719.779297
	Iteration 10Q: 3 clusters Score -600783.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -600792.062500 Penalty: 9719.779297
	Iteration 11Q: 3 clusters Score -600792.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -600796.250000 Penalty: 9719.779297
	Iteration 12Q: 3 clusters Score -600796.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -600799.000000 Penalty: 9719.779297
	Iteration 13Q: 3 clusters Score -600799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -600803.750000 Penalty: 9719.779297
	Iteration 14Q: 3 clusters Score -600803.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -600809.562500 Penalty: 9719.779297
	Iteration 15Q: 3 clusters Score -600809.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -600816.562500 Penalty: 9719.779297
	Iteration 16Q: 3 clusters Score -600816.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -600823.250000 Penalty: 9719.779297
	Iteration 17Q: 3 clusters Score -600823.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -600824.812500 Penalty: 9719.779297
	Iteration 18Q: 3 clusters Score -600824.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -600827.187500 Penalty: 9719.779297
	Iteration 19Q: 3 clusters Score -600827.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -600830.000000 Penalty: 9719.779297
	Iteration 20F: 3 clusters Score -600830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -600835.437500 Penalty: 9719.779297
	Iteration 21Q: 3 clusters Score -600835.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -600838.937500 Penalty: 9719.779297
	Iteration 22Q: 3 clusters Score -600838.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -600847.375000 Penalty: 9719.779297
	Iteration 23Q: 3 clusters Score -600847.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -600856.937500 Penalty: 9719.779297
	Iteration 24Q: 3 clusters Score -600856.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -600864.250000 Penalty: 9719.779297
	Iteration 25Q: 3 clusters Score -600864.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -600867.437500 Penalty: 9719.779297
	Iteration 26Q: 3 clusters Score -600867.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -600871.437500 Penalty: 9719.779297
	Iteration 27Q: 3 clusters Score -600871.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -600874.500000 Penalty: 9719.779297
	Iteration 28Q: 3 clusters Score -600874.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -600880.250000 Penalty: 9719.779297
	Iteration 29Q: 3 clusters Score -600880.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -600883.437500 Penalty: 9719.779297
	Iteration 30Q: 3 clusters Score -600883.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -600886.187500 Penalty: 9719.779297
	Iteration 31Q: 3 clusters Score -600886.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -600887.937500 Penalty: 9719.779297
	Iteration 32Q: 3 clusters Score -600887.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -600888.812500 Penalty: 9719.779297
	Iteration 33Q: 3 clusters Score -600888.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -600888.812500 Penalty: 9719.779297
	Iteration 34F: 3 clusters Score -600888.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (21038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Entering Unmasked Estep 
Score: -4653427.500000 Penalty: 6096.877441
	Iteration 0F: 2 clusters Score -4653428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -4636278.000000 Penalty: 12193.754883
	Iteration 0F: 3 clusters Score -4636278 nChanged 8563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -4640934.500000 Penalty: 12193.754883
	Iteration 1F: 3 clusters Score -4640934 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -4641751.000000 Penalty: 12193.754883
	Iteration 2F: 3 clusters Score -4641751 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -4642406.500000 Penalty: 12193.754883
	Iteration 3F: 3 clusters Score -4642406 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -4642955.500000 Penalty: 12193.754883
	Iteration 4Q: 3 clusters Score -4642956 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -4643506.500000 Penalty: 12193.754883
	Iteration 5Q: 3 clusters Score -4643506 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -4644083.000000 Penalty: 12193.754883
	Iteration 6Q: 3 clusters Score -4644083 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -4644710.000000 Penalty: 12193.754883
	Iteration 7Q: 3 clusters Score -4644710 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -4645446.500000 Penalty: 12193.754883
	Iteration 8Q: 3 clusters Score -4645446 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -4646152.500000 Penalty: 12193.754883
	Iteration 9Q: 3 clusters Score -4646152 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -4646788.000000 Penalty: 12193.754883
	Iteration 10Q: 3 clusters Score -4646788 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -4647281.000000 Penalty: 12193.754883
	Iteration 11Q: 3 clusters Score -4647281 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -4647705.500000 Penalty: 12193.754883
	Iteration 12Q: 3 clusters Score -4647706 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -4647960.500000 Penalty: 12193.754883
	Iteration 13Q: 3 clusters Score -4647960 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -4648132.000000 Penalty: 12193.754883
	Iteration 14Q: 3 clusters Score -4648132 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -4648276.500000 Penalty: 12193.754883
	Iteration 15Q: 3 clusters Score -4648276 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -4648390.000000 Penalty: 12193.754883
	Iteration 16Q: 3 clusters Score -4648390 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -4648525.500000 Penalty: 12193.754883
	Iteration 17Q: 3 clusters Score -4648526 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -4648583.000000 Penalty: 12193.754883
	Iteration 18Q: 3 clusters Score -4648583 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -4648639.500000 Penalty: 12193.754883
	Iteration 19Q: 3 clusters Score -4648640 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -4648697.000000 Penalty: 12193.754883
	Iteration 20F: 3 clusters Score -4648697 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -4648743.500000 Penalty: 12193.754883
	Iteration 21Q: 3 clusters Score -4648744 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -4648781.500000 Penalty: 12193.754883
	Iteration 22Q: 3 clusters Score -4648782 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -4648795.000000 Penalty: 12193.754883
	Iteration 23Q: 3 clusters Score -4648795 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -4648821.500000 Penalty: 12193.754883
	Iteration 24Q: 3 clusters Score -4648822 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -4648842.000000 Penalty: 12193.754883
	Iteration 25Q: 3 clusters Score -4648842 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -4648861.500000 Penalty: 12193.754883
	Iteration 26Q: 3 clusters Score -4648862 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -4648878.500000 Penalty: 12193.754883
	Iteration 27Q: 3 clusters Score -4648878 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -4648884.500000 Penalty: 12193.754883
	Iteration 28Q: 3 clusters Score -4648884 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -4648894.000000 Penalty: 12193.754883
	Iteration 29Q: 3 clusters Score -4648894 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -4648902.500000 Penalty: 12193.754883
	Iteration 30Q: 3 clusters Score -4648902 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -4648924.500000 Penalty: 12193.754883
	Iteration 31Q: 3 clusters Score -4648924 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -4648909.500000 Penalty: 12193.754883
	Iteration 32Q: 3 clusters Score -4648910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -4648922.500000 Penalty: 12193.754883
	Iteration 33Q: 3 clusters Score -4648922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -4648922.500000 Penalty: 12193.754883
	Iteration 34Q: 3 clusters Score -4648922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -4648917.500000 Penalty: 12193.754883
	Iteration 35Q: 3 clusters Score -4648918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -4648934.000000 Penalty: 12193.754883
	Iteration 36Q: 3 clusters Score -4648934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -4648936.000000 Penalty: 12193.754883
	Iteration 37Q: 3 clusters Score -4648936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -4648930.000000 Penalty: 12193.754883
	Iteration 38Q: 3 clusters Score -4648930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -4648939.000000 Penalty: 12193.754883
	Iteration 39Q: 3 clusters Score -4648939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -4648944.500000 Penalty: 12193.754883
	Iteration 40F: 3 clusters Score -4648944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -4648948.000000 Penalty: 12193.754883
	Iteration 41Q: 3 clusters Score -4648948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -4648948.000000 Penalty: 12193.754883
	Iteration 42F: 3 clusters Score -4648948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (37730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37730 members 
Entering Unmasked Estep 
Score: -8393619.000000 Penalty: 6454.654297
	Iteration 0F: 2 clusters Score -8393619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -8365843.000000 Penalty: 12909.308594
	Iteration 0F: 3 clusters Score -8365843 nChanged 16211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -8374678.000000 Penalty: 12909.308594
	Iteration 1F: 3 clusters Score -8374678 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -8375708.500000 Penalty: 12909.308594
	Iteration 2F: 3 clusters Score -8375708 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -8376743.500000 Penalty: 12909.308594
	Iteration 3F: 3 clusters Score -8376744 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -8377751.500000 Penalty: 12909.308594
	Iteration 4Q: 3 clusters Score -8377752 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -8379002.000000 Penalty: 12909.308594
	Iteration 5Q: 3 clusters Score -8379002 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -8380424.500000 Penalty: 12909.308594
	Iteration 6F: 3 clusters Score -8380424 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -8382004.500000 Penalty: 12909.308594
	Iteration 7F: 3 clusters Score -8382004 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -8383638.000000 Penalty: 12909.308594
	Iteration 8F: 3 clusters Score -8383638 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -8385458.500000 Penalty: 12909.308594
	Iteration 9F: 3 clusters Score -8385458 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -8387695.000000 Penalty: 12909.308594
	Iteration 10F: 3 clusters Score -8387695 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -8390655.000000 Penalty: 12909.308594
	Iteration 11Q: 3 clusters Score -8390655 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27729 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -8393722.000000 Penalty: 12909.308594
	Iteration 12Q: 3 clusters Score -8393722 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -8395133.000000 Penalty: 12909.308594
	Iteration 13Q: 3 clusters Score -8395133 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -8395725.000000 Penalty: 12909.308594
	Iteration 14Q: 3 clusters Score -8395725 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -8396022.000000 Penalty: 12909.308594
	Iteration 15Q: 3 clusters Score -8396022 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26750 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -8396155.000000 Penalty: 12909.308594
	Iteration 16Q: 3 clusters Score -8396155 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -8396216.000000 Penalty: 12909.308594
	Iteration 17Q: 3 clusters Score -8396216 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26513 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -8396251.000000 Penalty: 12909.308594
	Iteration 18Q: 3 clusters Score -8396251 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26458 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -8396248.000000 Penalty: 12909.308594
	Iteration 19Q: 3 clusters Score -8396248 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26432 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -8396265.000000 Penalty: 12909.308594
	Iteration 20F: 3 clusters Score -8396265 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -8396277.000000 Penalty: 12909.308594
	Iteration 21Q: 3 clusters Score -8396277 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26392 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -8396268.000000 Penalty: 12909.308594
	Iteration 22Q: 3 clusters Score -8396268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -8396271.000000 Penalty: 12909.308594
	Iteration 23Q: 3 clusters Score -8396271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -8396275.000000 Penalty: 12909.308594
	Iteration 24Q: 3 clusters Score -8396275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -8396263.000000 Penalty: 12909.308594
	Iteration 25Q: 3 clusters Score -8396263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -8396267.000000 Penalty: 12909.308594
	Iteration 26Q: 3 clusters Score -8396267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -8396272.000000 Penalty: 12909.308594
	Iteration 27Q: 3 clusters Score -8396272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -8396277.000000 Penalty: 12909.308594
	Iteration 28Q: 3 clusters Score -8396277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -8396276.000000 Penalty: 12909.308594
	Iteration 29Q: 3 clusters Score -8396276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -8396288.000000 Penalty: 12909.308594
	Iteration 30Q: 3 clusters Score -8396288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -8396290.000000 Penalty: 12909.308594
	Iteration 31Q: 3 clusters Score -8396290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26342 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -8396294.000000 Penalty: 12909.308594
	Iteration 32Q: 3 clusters Score -8396294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26341 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -8396294.000000 Penalty: 12909.308594
	Iteration 33Q: 3 clusters Score -8396294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26341 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -8396294.000000 Penalty: 12909.308594
	Iteration 34F: 3 clusters Score -8396294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 29738 members 
Mstep: Class 2 contains 11475 members 
Mstep: Class 3 contains 57682 members 
Mstep: Class 4 contains 26981 members 
Mstep: Class 5 contains 7361 members 
Mstep: Class 6 contains 6108 members 
Mstep: Class 7 contains 34594 members 
Mstep: Class 8 contains 62558 members 
Mstep: Class 9 contains 69330 members 
Mstep: Class 10 contains 16094 members 
Mstep: Class 11 contains 1298 members 
Mstep: Class 12 contains 1719 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71479 members 
Mstep: Class 15 contains 4455 members 
Mstep: Class 16 contains 145324 members 
Mstep: Class 17 contains 35243 members 
Mstep: Class 18 contains 5793 members 
Mstep: Class 19 contains 7569 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 9490 members 
Mstep: Class 22 contains 47299 members 
Mstep: Class 23 contains 1353 members 
Mstep: Class 24 contains 2792 members 
Mstep: Class 25 contains 21038 members 
Mstep: Class 26 contains 26341 members 
Mstep: Class 27 contains 11389 members 
Entering Unmasked Estep 
Score: -157268528.000000 Penalty: 222986.234375
Splitting cluster 26 changes total score from -157268048.000000 to -157268528.000000
So it's getting split into cluster 27.
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 29738 members 
Mstep: Class 2 contains 11475 members 
Mstep: Class 3 contains 57682 members 
Mstep: Class 4 contains 26981 members 
Mstep: Class 5 contains 7361 members 
Mstep: Class 6 contains 6108 members 
Mstep: Class 7 contains 34594 members 
Mstep: Class 8 contains 62558 members 
Mstep: Class 9 contains 69330 members 
Mstep: Class 10 contains 16094 members 
Mstep: Class 11 contains 1298 members 
Mstep: Class 12 contains 1719 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71479 members 
Mstep: Class 15 contains 4455 members 
Mstep: Class 16 contains 145324 members 
Mstep: Class 17 contains 35243 members 
Mstep: Class 18 contains 5793 members 
Mstep: Class 19 contains 7569 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 9490 members 
Mstep: Class 22 contains 47299 members 
Mstep: Class 23 contains 1353 members 
Mstep: Class 24 contains 2792 members 
Mstep: Class 25 contains 21038 members 
Mstep: Class 26 contains 26341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157270192.000000 Penalty: 222986.234375
Iteration 79Q: 28 clusters Score -1.572702e+08 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 29707 members 
Mstep: Class 2 contains 11480 members 
Mstep: Class 3 contains 57561 members 
Mstep: Class 4 contains 26985 members 
Mstep: Class 5 contains 7461 members 
Mstep: Class 6 contains 6076 members 
Mstep: Class 7 contains 34590 members 
Mstep: Class 8 contains 62563 members 
Mstep: Class 9 contains 69311 members 
Mstep: Class 10 contains 16089 members 
Mstep: Class 11 contains 1298 members 
Mstep: Class 12 contains 1716 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71443 members 
Mstep: Class 15 contains 4454 members 
Mstep: Class 16 contains 145175 members 
Mstep: Class 17 contains 35299 members 
Mstep: Class 18 contains 5796 members 
Mstep: Class 19 contains 7555 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 9491 members 
Mstep: Class 22 contains 48052 members 
Mstep: Class 23 contains 1354 members 
Mstep: Class 24 contains 2792 members 
Mstep: Class 25 contains 20541 members 
Mstep: Class 26 contains 26762 members 
Mstep: Class 27 contains 10952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157271696.000000 Penalty: 222986.234375
Iteration 80F: 28 clusters Score -1.572717e+08 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 29656 members 
Mstep: Class 2 contains 11522 members 
Mstep: Class 3 contains 57536 members 
Mstep: Class 4 contains 26986 members 
Mstep: Class 5 contains 7427 members 
Mstep: Class 6 contains 6066 members 
Mstep: Class 7 contains 34590 members 
Mstep: Class 8 contains 62572 members 
Mstep: Class 9 contains 69288 members 
Mstep: Class 10 contains 16095 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1713 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71414 members 
Mstep: Class 15 contains 4455 members 
Mstep: Class 16 contains 145099 members 
Mstep: Class 17 contains 35261 members 
Mstep: Class 18 contains 5801 members 
Mstep: Class 19 contains 7545 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 9493 members 
Mstep: Class 22 contains 48124 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2792 members 
Mstep: Class 25 contains 20099 members 
Mstep: Class 26 contains 27014 members 
Mstep: Class 27 contains 11302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157272528.000000 Penalty: 222986.234375
Iteration 81Q: 28 clusters Score -1.572725e+08 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 29619 members 
Mstep: Class 2 contains 11590 members 
Mstep: Class 3 contains 57542 members 
Mstep: Class 4 contains 26974 members 
Mstep: Class 5 contains 7432 members 
Mstep: Class 6 contains 6053 members 
Mstep: Class 7 contains 34590 members 
Mstep: Class 8 contains 62570 members 
Mstep: Class 9 contains 69288 members 
Mstep: Class 10 contains 16106 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1706 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71376 members 
Mstep: Class 15 contains 4454 members 
Mstep: Class 16 contains 145051 members 
Mstep: Class 17 contains 35219 members 
Mstep: Class 18 contains 5810 members 
Mstep: Class 19 contains 7542 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 9495 members 
Mstep: Class 22 contains 48284 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2792 members 
Mstep: Class 25 contains 19679 members 
Mstep: Class 26 contains 27231 members 
Mstep: Class 27 contains 11447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157272672.000000 Penalty: 222986.234375
Iteration 82Q: 28 clusters Score -1.572727e+08 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 29587 members 
Mstep: Class 2 contains 11651 members 
Mstep: Class 3 contains 57552 members 
Mstep: Class 4 contains 26970 members 
Mstep: Class 5 contains 7444 members 
Mstep: Class 6 contains 6056 members 
Mstep: Class 7 contains 34586 members 
Mstep: Class 8 contains 62574 members 
Mstep: Class 9 contains 69298 members 
Mstep: Class 10 contains 16109 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1699 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71342 members 
Mstep: Class 15 contains 4453 members 
Mstep: Class 16 contains 145011 members 
Mstep: Class 17 contains 35193 members 
Mstep: Class 18 contains 5821 members 
Mstep: Class 19 contains 7541 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 9496 members 
Mstep: Class 22 contains 48431 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2792 members 
Mstep: Class 25 contains 19267 members 
Mstep: Class 26 contains 27456 members 
Mstep: Class 27 contains 11521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157272752.000000 Penalty: 222986.234375
Iteration 83Q: 28 clusters Score -1.572728e+08 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 29558 members 
Mstep: Class 2 contains 11721 members 
Mstep: Class 3 contains 57555 members 
Mstep: Class 4 contains 26974 members 
Mstep: Class 5 contains 7448 members 
Mstep: Class 6 contains 6054 members 
Mstep: Class 7 contains 34585 members 
Mstep: Class 8 contains 62571 members 
Mstep: Class 9 contains 69295 members 
Mstep: Class 10 contains 16116 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1690 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71310 members 
Mstep: Class 15 contains 4453 members 
Mstep: Class 16 contains 144999 members 
Mstep: Class 17 contains 35172 members 
Mstep: Class 18 contains 5826 members 
Mstep: Class 19 contains 7550 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 9495 members 
Mstep: Class 22 contains 48564 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2792 members 
Mstep: Class 25 contains 18863 members 
Mstep: Class 26 contains 27665 members 
Mstep: Class 27 contains 11594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157272928.000000 Penalty: 222986.234375
Iteration 84Q: 28 clusters Score -1.572729e+08 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 29521 members 
Mstep: Class 2 contains 11778 members 
Mstep: Class 3 contains 57582 members 
Mstep: Class 4 contains 26977 members 
Mstep: Class 5 contains 7466 members 
Mstep: Class 6 contains 6055 members 
Mstep: Class 7 contains 34583 members 
Mstep: Class 8 contains 62568 members 
Mstep: Class 9 contains 69302 members 
Mstep: Class 10 contains 16119 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1684 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71276 members 
Mstep: Class 15 contains 4453 members 
Mstep: Class 16 contains 145005 members 
Mstep: Class 17 contains 35142 members 
Mstep: Class 18 contains 5828 members 
Mstep: Class 19 contains 7556 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 9498 members 
Mstep: Class 22 contains 48691 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2792 members 
Mstep: Class 25 contains 18456 members 
Mstep: Class 26 contains 27887 members 
Mstep: Class 27 contains 11631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157273056.000000 Penalty: 222986.234375
Iteration 85Q: 28 clusters Score -1.572731e+08 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 29477 members 
Mstep: Class 2 contains 11827 members 
Mstep: Class 3 contains 57585 members 
Mstep: Class 4 contains 26975 members 
Mstep: Class 5 contains 7471 members 
Mstep: Class 6 contains 6060 members 
Mstep: Class 7 contains 34582 members 
Mstep: Class 8 contains 62572 members 
Mstep: Class 9 contains 69318 members 
Mstep: Class 10 contains 16122 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1680 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71253 members 
Mstep: Class 15 contains 4453 members 
Mstep: Class 16 contains 145019 members 
Mstep: Class 17 contains 35090 members 
Mstep: Class 18 contains 5839 members 
Mstep: Class 19 contains 7561 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 9499 members 
Mstep: Class 22 contains 48801 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2792 members 
Mstep: Class 25 contains 18089 members 
Mstep: Class 26 contains 28118 members 
Mstep: Class 27 contains 11667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157273776.000000 Penalty: 222986.234375
Iteration 86Q: 28 clusters Score -1.572738e+08 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 29424 members 
Mstep: Class 2 contains 11872 members 
Mstep: Class 3 contains 57579 members 
Mstep: Class 4 contains 26988 members 
Mstep: Class 5 contains 7477 members 
Mstep: Class 6 contains 6067 members 
Mstep: Class 7 contains 34580 members 
Mstep: Class 8 contains 62578 members 
Mstep: Class 9 contains 69322 members 
Mstep: Class 10 contains 16126 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1678 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71229 members 
Mstep: Class 15 contains 4455 members 
Mstep: Class 16 contains 145048 members 
Mstep: Class 17 contains 35047 members 
Mstep: Class 18 contains 5844 members 
Mstep: Class 19 contains 7569 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 9508 members 
Mstep: Class 22 contains 48897 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2792 members 
Mstep: Class 25 contains 17740 members 
Mstep: Class 26 contains 28346 members 
Mstep: Class 27 contains 11684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157273744.000000 Penalty: 222986.234375
Iteration 87Q: 28 clusters Score -1.572737e+08 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 11916 members 
Mstep: Class 3 contains 57593 members 
Mstep: Class 4 contains 27004 members 
Mstep: Class 5 contains 7491 members 
Mstep: Class 6 contains 6060 members 
Mstep: Class 7 contains 34580 members 
Mstep: Class 8 contains 62577 members 
Mstep: Class 9 contains 69328 members 
Mstep: Class 10 contains 16129 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1677 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71209 members 
Mstep: Class 15 contains 4455 members 
Mstep: Class 16 contains 145076 members 
Mstep: Class 17 contains 35007 members 
Mstep: Class 18 contains 5849 members 
Mstep: Class 19 contains 7574 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 9513 members 
Mstep: Class 22 contains 49003 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2793 members 
Mstep: Class 25 contains 17395 members 
Mstep: Class 26 contains 28556 members 
Mstep: Class 27 contains 11697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157274032.000000 Penalty: 222986.234375
Iteration 88Q: 28 clusters Score -1.57274e+08 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 11963 members 
Mstep: Class 3 contains 57594 members 
Mstep: Class 4 contains 27018 members 
Mstep: Class 5 contains 7499 members 
Mstep: Class 6 contains 6058 members 
Mstep: Class 7 contains 34578 members 
Mstep: Class 8 contains 62572 members 
Mstep: Class 9 contains 69333 members 
Mstep: Class 10 contains 16134 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1675 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71187 members 
Mstep: Class 15 contains 4455 members 
Mstep: Class 16 contains 145089 members 
Mstep: Class 17 contains 34983 members 
Mstep: Class 18 contains 5850 members 
Mstep: Class 19 contains 7580 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 9512 members 
Mstep: Class 22 contains 49074 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2794 members 
Mstep: Class 25 contains 17070 members 
Mstep: Class 26 contains 28795 members 
Mstep: Class 27 contains 11704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157274304.000000 Penalty: 222986.234375
Iteration 89Q: 28 clusters Score -1.572743e+08 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 12000 members 
Mstep: Class 3 contains 57603 members 
Mstep: Class 4 contains 27026 members 
Mstep: Class 5 contains 7511 members 
Mstep: Class 6 contains 6056 members 
Mstep: Class 7 contains 34578 members 
Mstep: Class 8 contains 62576 members 
Mstep: Class 9 contains 69342 members 
Mstep: Class 10 contains 16134 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1672 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71174 members 
Mstep: Class 15 contains 4456 members 
Mstep: Class 16 contains 145091 members 
Mstep: Class 17 contains 34946 members 
Mstep: Class 18 contains 5848 members 
Mstep: Class 19 contains 7583 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 9511 members 
Mstep: Class 22 contains 49157 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2794 members 
Mstep: Class 25 contains 16733 members 
Mstep: Class 26 contains 29033 members 
Mstep: Class 27 contains 11712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157274736.000000 Penalty: 222986.234375
Iteration 90Q: 28 clusters Score -1.572747e+08 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 29291 members 
Mstep: Class 2 contains 12040 members 
Mstep: Class 3 contains 57606 members 
Mstep: Class 4 contains 27041 members 
Mstep: Class 5 contains 7516 members 
Mstep: Class 6 contains 6054 members 
Mstep: Class 7 contains 34578 members 
Mstep: Class 8 contains 62573 members 
Mstep: Class 9 contains 69341 members 
Mstep: Class 10 contains 16134 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1671 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71166 members 
Mstep: Class 15 contains 4455 members 
Mstep: Class 16 contains 145092 members 
Mstep: Class 17 contains 34901 members 
Mstep: Class 18 contains 5851 members 
Mstep: Class 19 contains 7591 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 9513 members 
Mstep: Class 22 contains 49208 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2795 members 
Mstep: Class 25 contains 16453 members 
Mstep: Class 26 contains 29262 members 
Mstep: Class 27 contains 11718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157274784.000000 Penalty: 222986.234375
Iteration 91Q: 28 clusters Score -1.572748e+08 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 29267 members 
Mstep: Class 2 contains 12088 members 
Mstep: Class 3 contains 57597 members 
Mstep: Class 4 contains 27050 members 
Mstep: Class 5 contains 7528 members 
Mstep: Class 6 contains 6049 members 
Mstep: Class 7 contains 34579 members 
Mstep: Class 8 contains 62578 members 
Mstep: Class 9 contains 69337 members 
Mstep: Class 10 contains 16137 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1669 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71149 members 
Mstep: Class 15 contains 4456 members 
Mstep: Class 16 contains 145095 members 
Mstep: Class 17 contains 34860 members 
Mstep: Class 18 contains 5851 members 
Mstep: Class 19 contains 7592 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 9517 members 
Mstep: Class 22 contains 49239 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2795 members 
Mstep: Class 25 contains 16223 members 
Mstep: Class 26 contains 29473 members 
Mstep: Class 27 contains 11721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157274880.000000 Penalty: 222986.234375
Iteration 92Q: 28 clusters Score -1.572749e+08 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 29239 members 
Mstep: Class 2 contains 12130 members 
Mstep: Class 3 contains 57593 members 
Mstep: Class 4 contains 27053 members 
Mstep: Class 5 contains 7539 members 
Mstep: Class 6 contains 6043 members 
Mstep: Class 7 contains 34579 members 
Mstep: Class 8 contains 62581 members 
Mstep: Class 9 contains 69335 members 
Mstep: Class 10 contains 16137 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71134 members 
Mstep: Class 15 contains 4455 members 
Mstep: Class 16 contains 145105 members 
Mstep: Class 17 contains 34826 members 
Mstep: Class 18 contains 5854 members 
Mstep: Class 19 contains 7593 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 9518 members 
Mstep: Class 22 contains 49274 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2795 members 
Mstep: Class 25 contains 16003 members 
Mstep: Class 26 contains 29681 members 
Mstep: Class 27 contains 11718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157275152.000000 Penalty: 222986.234375
Iteration 93Q: 28 clusters Score -1.572752e+08 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 12149 members 
Mstep: Class 3 contains 57586 members 
Mstep: Class 4 contains 27059 members 
Mstep: Class 5 contains 7546 members 
Mstep: Class 6 contains 6050 members 
Mstep: Class 7 contains 34581 members 
Mstep: Class 8 contains 62580 members 
Mstep: Class 9 contains 69339 members 
Mstep: Class 10 contains 16144 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1662 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71111 members 
Mstep: Class 15 contains 4455 members 
Mstep: Class 16 contains 145113 members 
Mstep: Class 17 contains 34808 members 
Mstep: Class 18 contains 5852 members 
Mstep: Class 19 contains 7601 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 9517 members 
Mstep: Class 22 contains 49300 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2795 members 
Mstep: Class 25 contains 15812 members 
Mstep: Class 26 contains 29854 members 
Mstep: Class 27 contains 11717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157275312.000000 Penalty: 222986.234375
Iteration 94Q: 28 clusters Score -1.572753e+08 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 29208 members 
Mstep: Class 2 contains 12167 members 
Mstep: Class 3 contains 57579 members 
Mstep: Class 4 contains 27062 members 
Mstep: Class 5 contains 7550 members 
Mstep: Class 6 contains 6044 members 
Mstep: Class 7 contains 34581 members 
Mstep: Class 8 contains 62579 members 
Mstep: Class 9 contains 69344 members 
Mstep: Class 10 contains 16149 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1659 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71100 members 
Mstep: Class 15 contains 4455 members 
Mstep: Class 16 contains 145117 members 
Mstep: Class 17 contains 34785 members 
Mstep: Class 18 contains 5855 members 
Mstep: Class 19 contains 7609 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 9515 members 
Mstep: Class 22 contains 49322 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2795 members 
Mstep: Class 25 contains 15635 members 
Mstep: Class 26 contains 30016 members 
Mstep: Class 27 contains 11724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157275392.000000 Penalty: 222986.234375
Iteration 95Q: 28 clusters Score -1.572754e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 12200 members 
Mstep: Class 3 contains 57561 members 
Mstep: Class 4 contains 27062 members 
Mstep: Class 5 contains 7551 members 
Mstep: Class 6 contains 6044 members 
Mstep: Class 7 contains 34581 members 
Mstep: Class 8 contains 62578 members 
Mstep: Class 9 contains 69348 members 
Mstep: Class 10 contains 16149 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1657 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71079 members 
Mstep: Class 15 contains 4455 members 
Mstep: Class 16 contains 145127 members 
Mstep: Class 17 contains 34766 members 
Mstep: Class 18 contains 5858 members 
Mstep: Class 19 contains 7615 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 9508 members 
Mstep: Class 22 contains 49354 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2795 members 
Mstep: Class 25 contains 15479 members 
Mstep: Class 26 contains 30166 members 
Mstep: Class 27 contains 11727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157275296.000000 Penalty: 222986.234375
Iteration 96Q: 28 clusters Score -1.572753e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 29176 members 
Mstep: Class 2 contains 12236 members 
Mstep: Class 3 contains 57549 members 
Mstep: Class 4 contains 27065 members 
Mstep: Class 5 contains 7556 members 
Mstep: Class 6 contains 6039 members 
Mstep: Class 7 contains 34582 members 
Mstep: Class 8 contains 62569 members 
Mstep: Class 9 contains 69345 members 
Mstep: Class 10 contains 16151 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1649 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71068 members 
Mstep: Class 15 contains 4455 members 
Mstep: Class 16 contains 145135 members 
Mstep: Class 17 contains 34739 members 
Mstep: Class 18 contains 5858 members 
Mstep: Class 19 contains 7620 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 9507 members 
Mstep: Class 22 contains 49372 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2795 members 
Mstep: Class 25 contains 15353 members 
Mstep: Class 26 contains 30303 members 
Mstep: Class 27 contains 11728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157275472.000000 Penalty: 222986.234375
Iteration 97Q: 28 clusters Score -1.572755e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 29153 members 
Mstep: Class 2 contains 12255 members 
Mstep: Class 3 contains 57547 members 
Mstep: Class 4 contains 27069 members 
Mstep: Class 5 contains 7549 members 
Mstep: Class 6 contains 6034 members 
Mstep: Class 7 contains 34580 members 
Mstep: Class 8 contains 62564 members 
Mstep: Class 9 contains 69339 members 
Mstep: Class 10 contains 16146 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1645 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71057 members 
Mstep: Class 15 contains 4455 members 
Mstep: Class 16 contains 145157 members 
Mstep: Class 17 contains 34733 members 
Mstep: Class 18 contains 5865 members 
Mstep: Class 19 contains 7622 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 9505 members 
Mstep: Class 22 contains 49394 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2795 members 
Mstep: Class 25 contains 15209 members 
Mstep: Class 26 contains 30449 members 
Mstep: Class 27 contains 11728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157275648.000000 Penalty: 222986.234375
Iteration 98Q: 28 clusters Score -1.572756e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 29137 members 
Mstep: Class 2 contains 12268 members 
Mstep: Class 3 contains 57549 members 
Mstep: Class 4 contains 27076 members 
Mstep: Class 5 contains 7546 members 
Mstep: Class 6 contains 6026 members 
Mstep: Class 7 contains 34581 members 
Mstep: Class 8 contains 62560 members 
Mstep: Class 9 contains 69336 members 
Mstep: Class 10 contains 16144 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1640 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71048 members 
Mstep: Class 15 contains 4455 members 
Mstep: Class 16 contains 145170 members 
Mstep: Class 17 contains 34722 members 
Mstep: Class 18 contains 5872 members 
Mstep: Class 19 contains 7625 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 9503 members 
Mstep: Class 22 contains 49413 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2795 members 
Mstep: Class 25 contains 15061 members 
Mstep: Class 26 contains 30594 members 
Mstep: Class 27 contains 11729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157275920.000000 Penalty: 222986.234375
Iteration 99Q: 28 clusters Score -1.572759e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 29125 members 
Mstep: Class 2 contains 12269 members 
Mstep: Class 3 contains 57554 members 
Mstep: Class 4 contains 27080 members 
Mstep: Class 5 contains 7545 members 
Mstep: Class 6 contains 6030 members 
Mstep: Class 7 contains 34582 members 
Mstep: Class 8 contains 62563 members 
Mstep: Class 9 contains 69337 members 
Mstep: Class 10 contains 16145 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1636 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71047 members 
Mstep: Class 15 contains 4455 members 
Mstep: Class 16 contains 145173 members 
Mstep: Class 17 contains 34705 members 
Mstep: Class 18 contains 5873 members 
Mstep: Class 19 contains 7630 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 9504 members 
Mstep: Class 22 contains 49430 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2795 members 
Mstep: Class 25 contains 14915 members 
Mstep: Class 26 contains 30728 members 
Mstep: Class 27 contains 11729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157275888.000000 Penalty: 222986.234375
Iteration 100F: 28 clusters Score -1.572759e+08 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 29117 members 
Mstep: Class 2 contains 12277 members 
Mstep: Class 3 contains 57546 members 
Mstep: Class 4 contains 27088 members 
Mstep: Class 5 contains 7541 members 
Mstep: Class 6 contains 6035 members 
Mstep: Class 7 contains 34581 members 
Mstep: Class 8 contains 62567 members 
Mstep: Class 9 contains 69335 members 
Mstep: Class 10 contains 16145 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1635 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71035 members 
Mstep: Class 15 contains 4456 members 
Mstep: Class 16 contains 145177 members 
Mstep: Class 17 contains 34704 members 
Mstep: Class 18 contains 5873 members 
Mstep: Class 19 contains 7632 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 9504 members 
Mstep: Class 22 contains 49438 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2796 members 
Mstep: Class 25 contains 14773 members 
Mstep: Class 26 contains 30863 members 
Mstep: Class 27 contains 11732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157276144.000000 Penalty: 222986.234375
Iteration 101Q: 28 clusters Score -1.572761e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 29110 members 
Mstep: Class 2 contains 12287 members 
Mstep: Class 3 contains 57539 members 
Mstep: Class 4 contains 27095 members 
Mstep: Class 5 contains 7540 members 
Mstep: Class 6 contains 6031 members 
Mstep: Class 7 contains 34581 members 
Mstep: Class 8 contains 62571 members 
Mstep: Class 9 contains 69337 members 
Mstep: Class 10 contains 16148 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1631 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71024 members 
Mstep: Class 15 contains 4456 members 
Mstep: Class 16 contains 145173 members 
Mstep: Class 17 contains 34691 members 
Mstep: Class 18 contains 5875 members 
Mstep: Class 19 contains 7635 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 9505 members 
Mstep: Class 22 contains 49445 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2796 members 
Mstep: Class 25 contains 14676 members 
Mstep: Class 26 contains 30973 members 
Mstep: Class 27 contains 11731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157276160.000000 Penalty: 222986.234375
Iteration 102Q: 28 clusters Score -1.572762e+08 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 29102 members 
Mstep: Class 2 contains 12291 members 
Mstep: Class 3 contains 57538 members 
Mstep: Class 4 contains 27097 members 
Mstep: Class 5 contains 7535 members 
Mstep: Class 6 contains 6028 members 
Mstep: Class 7 contains 34581 members 
Mstep: Class 8 contains 62573 members 
Mstep: Class 9 contains 69336 members 
Mstep: Class 10 contains 16149 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1627 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71008 members 
Mstep: Class 15 contains 4456 members 
Mstep: Class 16 contains 145183 members 
Mstep: Class 17 contains 34689 members 
Mstep: Class 18 contains 5879 members 
Mstep: Class 19 contains 7636 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 9507 members 
Mstep: Class 22 contains 49448 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2796 members 
Mstep: Class 25 contains 14573 members 
Mstep: Class 26 contains 31085 members 
Mstep: Class 27 contains 11733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157276096.000000 Penalty: 222986.234375
Iteration 103Q: 28 clusters Score -1.572761e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 12298 members 
Mstep: Class 3 contains 57528 members 
Mstep: Class 4 contains 27100 members 
Mstep: Class 5 contains 7531 members 
Mstep: Class 6 contains 6028 members 
Mstep: Class 7 contains 34580 members 
Mstep: Class 8 contains 62573 members 
Mstep: Class 9 contains 69333 members 
Mstep: Class 10 contains 16150 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1625 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71004 members 
Mstep: Class 15 contains 4456 members 
Mstep: Class 16 contains 145183 members 
Mstep: Class 17 contains 34695 members 
Mstep: Class 18 contains 5881 members 
Mstep: Class 19 contains 7641 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 9505 members 
Mstep: Class 22 contains 49451 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2796 members 
Mstep: Class 25 contains 14478 members 
Mstep: Class 26 contains 31189 members 
Mstep: Class 27 contains 11735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157276112.000000 Penalty: 222986.234375
Iteration 104Q: 28 clusters Score -1.572761e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 12302 members 
Mstep: Class 3 contains 57526 members 
Mstep: Class 4 contains 27105 members 
Mstep: Class 5 contains 7528 members 
Mstep: Class 6 contains 6028 members 
Mstep: Class 7 contains 34579 members 
Mstep: Class 8 contains 62575 members 
Mstep: Class 9 contains 69332 members 
Mstep: Class 10 contains 16150 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1625 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 70999 members 
Mstep: Class 15 contains 4456 members 
Mstep: Class 16 contains 145194 members 
Mstep: Class 17 contains 34687 members 
Mstep: Class 18 contains 5882 members 
Mstep: Class 19 contains 7647 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 9502 members 
Mstep: Class 22 contains 49455 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2796 members 
Mstep: Class 25 contains 14393 members 
Mstep: Class 26 contains 31282 members 
Mstep: Class 27 contains 11735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157276368.000000 Penalty: 222986.234375
Iteration 105Q: 28 clusters Score -1.572764e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 12307 members 
Mstep: Class 3 contains 57519 members 
Mstep: Class 4 contains 27108 members 
Mstep: Class 5 contains 7531 members 
Mstep: Class 6 contains 6025 members 
Mstep: Class 7 contains 34578 members 
Mstep: Class 8 contains 62576 members 
Mstep: Class 9 contains 69334 members 
Mstep: Class 10 contains 16150 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1625 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 70996 members 
Mstep: Class 15 contains 4456 members 
Mstep: Class 16 contains 145209 members 
Mstep: Class 17 contains 34672 members 
Mstep: Class 18 contains 5884 members 
Mstep: Class 19 contains 7649 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 9500 members 
Mstep: Class 22 contains 49451 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2796 members 
Mstep: Class 25 contains 14312 members 
Mstep: Class 26 contains 31377 members 
Mstep: Class 27 contains 11737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157276224.000000 Penalty: 222986.234375
Iteration 106Q: 28 clusters Score -1.572762e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 29048 members 
Mstep: Class 2 contains 12309 members 
Mstep: Class 3 contains 57507 members 
Mstep: Class 4 contains 27113 members 
Mstep: Class 5 contains 7528 members 
Mstep: Class 6 contains 6031 members 
Mstep: Class 7 contains 34577 members 
Mstep: Class 8 contains 62579 members 
Mstep: Class 9 contains 69334 members 
Mstep: Class 10 contains 16147 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1624 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 70993 members 
Mstep: Class 15 contains 4456 members 
Mstep: Class 16 contains 145217 members 
Mstep: Class 17 contains 34659 members 
Mstep: Class 18 contains 5887 members 
Mstep: Class 19 contains 7651 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 9498 members 
Mstep: Class 22 contains 49456 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2796 members 
Mstep: Class 25 contains 14244 members 
Mstep: Class 26 contains 31456 members 
Mstep: Class 27 contains 11740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157276144.000000 Penalty: 222986.234375
Iteration 107Q: 28 clusters Score -1.572761e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 12311 members 
Mstep: Class 3 contains 57499 members 
Mstep: Class 4 contains 27115 members 
Mstep: Class 5 contains 7527 members 
Mstep: Class 6 contains 6032 members 
Mstep: Class 7 contains 34576 members 
Mstep: Class 8 contains 62578 members 
Mstep: Class 9 contains 69333 members 
Mstep: Class 10 contains 16144 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1622 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 70990 members 
Mstep: Class 15 contains 4456 members 
Mstep: Class 16 contains 145227 members 
Mstep: Class 17 contains 34654 members 
Mstep: Class 18 contains 5892 members 
Mstep: Class 19 contains 7657 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 9499 members 
Mstep: Class 22 contains 49457 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2796 members 
Mstep: Class 25 contains 14191 members 
Mstep: Class 26 contains 31521 members 
Mstep: Class 27 contains 11740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157276464.000000 Penalty: 222986.234375
Iteration 108Q: 28 clusters Score -1.572765e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 29017 members 
Mstep: Class 2 contains 12312 members 
Mstep: Class 3 contains 57489 members 
Mstep: Class 4 contains 27117 members 
Mstep: Class 5 contains 7525 members 
Mstep: Class 6 contains 6034 members 
Mstep: Class 7 contains 34573 members 
Mstep: Class 8 contains 62579 members 
Mstep: Class 9 contains 69331 members 
Mstep: Class 10 contains 16146 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1621 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 70990 members 
Mstep: Class 15 contains 4456 members 
Mstep: Class 16 contains 145240 members 
Mstep: Class 17 contains 34645 members 
Mstep: Class 18 contains 5893 members 
Mstep: Class 19 contains 7658 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 9500 members 
Mstep: Class 22 contains 49461 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2796 members 
Mstep: Class 25 contains 14152 members 
Mstep: Class 26 contains 31576 members 
Mstep: Class 27 contains 11739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157276544.000000 Penalty: 222986.234375
Iteration 109Q: 28 clusters Score -1.572765e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 12310 members 
Mstep: Class 3 contains 57483 members 
Mstep: Class 4 contains 27125 members 
Mstep: Class 5 contains 7523 members 
Mstep: Class 6 contains 6035 members 
Mstep: Class 7 contains 34573 members 
Mstep: Class 8 contains 62580 members 
Mstep: Class 9 contains 69328 members 
Mstep: Class 10 contains 16147 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1618 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 70991 members 
Mstep: Class 15 contains 4456 members 
Mstep: Class 16 contains 145252 members 
Mstep: Class 17 contains 34639 members 
Mstep: Class 18 contains 5894 members 
Mstep: Class 19 contains 7658 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 9500 members 
Mstep: Class 22 contains 49456 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2796 members 
Mstep: Class 25 contains 14112 members 
Mstep: Class 26 contains 31632 members 
Mstep: Class 27 contains 11738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157276448.000000 Penalty: 222986.234375
Iteration 110Q: 28 clusters Score -1.572764e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 28988 members 
Mstep: Class 2 contains 12308 members 
Mstep: Class 3 contains 57472 members 
Mstep: Class 4 contains 27131 members 
Mstep: Class 5 contains 7521 members 
Mstep: Class 6 contains 6034 members 
Mstep: Class 7 contains 34573 members 
Mstep: Class 8 contains 62580 members 
Mstep: Class 9 contains 69323 members 
Mstep: Class 10 contains 16145 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1614 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 70993 members 
Mstep: Class 15 contains 4457 members 
Mstep: Class 16 contains 145270 members 
Mstep: Class 17 contains 34639 members 
Mstep: Class 18 contains 5894 members 
Mstep: Class 19 contains 7661 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 9498 members 
Mstep: Class 22 contains 49456 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2796 members 
Mstep: Class 25 contains 14073 members 
Mstep: Class 26 contains 31686 members 
Mstep: Class 27 contains 11738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157276416.000000 Penalty: 222986.234375
Iteration 111Q: 28 clusters Score -1.572764e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 28965 members 
Mstep: Class 2 contains 12311 members 
Mstep: Class 3 contains 57466 members 
Mstep: Class 4 contains 27138 members 
Mstep: Class 5 contains 7520 members 
Mstep: Class 6 contains 6033 members 
Mstep: Class 7 contains 34573 members 
Mstep: Class 8 contains 62580 members 
Mstep: Class 9 contains 69318 members 
Mstep: Class 10 contains 16145 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1614 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 70993 members 
Mstep: Class 15 contains 4457 members 
Mstep: Class 16 contains 145285 members 
Mstep: Class 17 contains 34633 members 
Mstep: Class 18 contains 5894 members 
Mstep: Class 19 contains 7664 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 9499 members 
Mstep: Class 22 contains 49452 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2796 members 
Mstep: Class 25 contains 14030 members 
Mstep: Class 26 contains 31747 members 
Mstep: Class 27 contains 11737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157276368.000000 Penalty: 222986.234375
Iteration 112Q: 28 clusters Score -1.572764e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 28956 members 
Mstep: Class 2 contains 12316 members 
Mstep: Class 3 contains 57453 members 
Mstep: Class 4 contains 27140 members 
Mstep: Class 5 contains 7520 members 
Mstep: Class 6 contains 6030 members 
Mstep: Class 7 contains 34574 members 
Mstep: Class 8 contains 62579 members 
Mstep: Class 9 contains 69317 members 
Mstep: Class 10 contains 16146 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1614 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 70992 members 
Mstep: Class 15 contains 4457 members 
Mstep: Class 16 contains 145295 members 
Mstep: Class 17 contains 34621 members 
Mstep: Class 18 contains 5894 members 
Mstep: Class 19 contains 7661 members 
Mstep: Class 20 contains 1765 members 
Mstep: Class 21 contains 9499 members 
Mstep: Class 22 contains 49448 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2796 members 
Mstep: Class 25 contains 14007 members 
Mstep: Class 26 contains 31799 members 
Mstep: Class 27 contains 11737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157276432.000000 Penalty: 222986.234375
Iteration 113Q: 28 clusters Score -1.572764e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 12315 members 
Mstep: Class 3 contains 57444 members 
Mstep: Class 4 contains 27142 members 
Mstep: Class 5 contains 7518 members 
Mstep: Class 6 contains 6027 members 
Mstep: Class 7 contains 34574 members 
Mstep: Class 8 contains 62580 members 
Mstep: Class 9 contains 69312 members 
Mstep: Class 10 contains 16145 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1614 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 70991 members 
Mstep: Class 15 contains 4457 members 
Mstep: Class 16 contains 145304 members 
Mstep: Class 17 contains 34621 members 
Mstep: Class 18 contains 5895 members 
Mstep: Class 19 contains 7663 members 
Mstep: Class 20 contains 1765 members 
Mstep: Class 21 contains 9500 members 
Mstep: Class 22 contains 49449 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2796 members 
Mstep: Class 25 contains 13967 members 
Mstep: Class 26 contains 31852 members 
Mstep: Class 27 contains 11737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157276320.000000 Penalty: 222986.234375
Iteration 114Q: 28 clusters Score -1.572763e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 28942 members 
Mstep: Class 2 contains 12316 members 
Mstep: Class 3 contains 57430 members 
Mstep: Class 4 contains 27143 members 
Mstep: Class 5 contains 7518 members 
Mstep: Class 6 contains 6026 members 
Mstep: Class 7 contains 34575 members 
Mstep: Class 8 contains 62581 members 
Mstep: Class 9 contains 69311 members 
Mstep: Class 10 contains 16146 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1613 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 70989 members 
Mstep: Class 15 contains 4457 members 
Mstep: Class 16 contains 145302 members 
Mstep: Class 17 contains 34616 members 
Mstep: Class 18 contains 5895 members 
Mstep: Class 19 contains 7665 members 
Mstep: Class 20 contains 1765 members 
Mstep: Class 21 contains 9499 members 
Mstep: Class 22 contains 49446 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2796 members 
Mstep: Class 25 contains 13939 members 
Mstep: Class 26 contains 31909 members 
Mstep: Class 27 contains 11737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157276208.000000 Penalty: 222986.234375
Iteration 115Q: 28 clusters Score -1.572762e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 28936 members 
Mstep: Class 2 contains 12322 members 
Mstep: Class 3 contains 57423 members 
Mstep: Class 4 contains 27145 members 
Mstep: Class 5 contains 7516 members 
Mstep: Class 6 contains 6026 members 
Mstep: Class 7 contains 34576 members 
Mstep: Class 8 contains 62580 members 
Mstep: Class 9 contains 69310 members 
Mstep: Class 10 contains 16147 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1612 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 70986 members 
Mstep: Class 15 contains 4456 members 
Mstep: Class 16 contains 145302 members 
Mstep: Class 17 contains 34611 members 
Mstep: Class 18 contains 5895 members 
Mstep: Class 19 contains 7667 members 
Mstep: Class 20 contains 1765 members 
Mstep: Class 21 contains 9500 members 
Mstep: Class 22 contains 49444 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2796 members 
Mstep: Class 25 contains 13909 members 
Mstep: Class 26 contains 31955 members 
Mstep: Class 27 contains 11737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157276352.000000 Penalty: 222986.234375
Iteration 116Q: 28 clusters Score -1.572764e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 2 contains 12324 members 
Mstep: Class 3 contains 57418 members 
Mstep: Class 4 contains 27147 members 
Mstep: Class 5 contains 7515 members 
Mstep: Class 6 contains 6023 members 
Mstep: Class 7 contains 34576 members 
Mstep: Class 8 contains 62581 members 
Mstep: Class 9 contains 69309 members 
Mstep: Class 10 contains 16147 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1611 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 70985 members 
Mstep: Class 15 contains 4456 members 
Mstep: Class 16 contains 145303 members 
Mstep: Class 17 contains 34603 members 
Mstep: Class 18 contains 5896 members 
Mstep: Class 19 contains 7667 members 
Mstep: Class 20 contains 1765 members 
Mstep: Class 21 contains 9500 members 
Mstep: Class 22 contains 49446 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2796 members 
Mstep: Class 25 contains 13884 members 
Mstep: Class 26 contains 31997 members 
Mstep: Class 27 contains 11736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157276224.000000 Penalty: 222986.234375
Iteration 117Q: 28 clusters Score -1.572762e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 12325 members 
Mstep: Class 3 contains 57413 members 
Mstep: Class 4 contains 27147 members 
Mstep: Class 5 contains 7515 members 
Mstep: Class 6 contains 6020 members 
Mstep: Class 7 contains 34576 members 
Mstep: Class 8 contains 62581 members 
Mstep: Class 9 contains 69311 members 
Mstep: Class 10 contains 16148 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1610 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 70984 members 
Mstep: Class 15 contains 4456 members 
Mstep: Class 16 contains 145310 members 
Mstep: Class 17 contains 34597 members 
Mstep: Class 18 contains 5897 members 
Mstep: Class 19 contains 7669 members 
Mstep: Class 20 contains 1765 members 
Mstep: Class 21 contains 9500 members 
Mstep: Class 22 contains 49447 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2796 members 
Mstep: Class 25 contains 13858 members 
Mstep: Class 26 contains 32033 members 
Mstep: Class 27 contains 11735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157276304.000000 Penalty: 222986.234375
Iteration 118Q: 28 clusters Score -1.572763e+08 nChanged 96
Entering ConstructFrom: 
Score: -157276304.000000 Penalty: 222986.234375
Entering ConstructFrom: 
Trying to split cluster 1 (28916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Entering Unmasked Estep 
Score: -6343499.000000 Penalty: 6291.691895
	Iteration 0F: 2 clusters Score -6343499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -6321247.000000 Penalty: 12583.383789
	Iteration 0F: 3 clusters Score -6321247 nChanged 12289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -6327745.000000 Penalty: 12583.383789
	Iteration 1F: 3 clusters Score -6327745 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -6328440.000000 Penalty: 12583.383789
	Iteration 2F: 3 clusters Score -6328440 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -6328942.000000 Penalty: 12583.383789
	Iteration 3Q: 3 clusters Score -6328942 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -6329308.500000 Penalty: 12583.383789
	Iteration 4Q: 3 clusters Score -6329308 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -6329584.500000 Penalty: 12583.383789
	Iteration 5Q: 3 clusters Score -6329584 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -6329890.500000 Penalty: 12583.383789
	Iteration 6Q: 3 clusters Score -6329890 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -6330136.500000 Penalty: 12583.383789
	Iteration 7Q: 3 clusters Score -6330136 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -6330400.500000 Penalty: 12583.383789
	Iteration 8Q: 3 clusters Score -6330400 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -6330637.500000 Penalty: 12583.383789
	Iteration 9Q: 3 clusters Score -6330638 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -6330938.000000 Penalty: 12583.383789
	Iteration 10Q: 3 clusters Score -6330938 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -6331307.500000 Penalty: 12583.383789
	Iteration 11Q: 3 clusters Score -6331308 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -6331732.000000 Penalty: 12583.383789
	Iteration 12Q: 3 clusters Score -6331732 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -6332285.500000 Penalty: 12583.383789
	Iteration 13Q: 3 clusters Score -6332286 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -6333049.500000 Penalty: 12583.383789
	Iteration 14Q: 3 clusters Score -6333050 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
Score: -6333913.500000 Penalty: 12583.383789
	Iteration 15Q: 3 clusters Score -6333914 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -6334771.500000 Penalty: 12583.383789
	Iteration 16Q: 3 clusters Score -6334772 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 24854 members 
Entering Unmasked Estep 
Score: -6335631.500000 Penalty: 12583.383789
	Iteration 17Q: 3 clusters Score -6335632 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 25659 members 
Entering Unmasked Estep 
Score: -6336329.000000 Penalty: 12583.383789
	Iteration 18Q: 3 clusters Score -6336329 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -6336848.000000 Penalty: 12583.383789
	Iteration 19Q: 3 clusters Score -6336848 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 26740 members 
Entering Unmasked Estep 
Score: -6337219.000000 Penalty: 12583.383789
	Iteration 20F: 3 clusters Score -6337219 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 27065 members 
Entering Unmasked Estep 
Score: -6337500.000000 Penalty: 12583.383789
	Iteration 21Q: 3 clusters Score -6337500 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -6337675.000000 Penalty: 12583.383789
	Iteration 22Q: 3 clusters Score -6337675 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 27398 members 
Entering Unmasked Estep 
Score: -6337808.000000 Penalty: 12583.383789
	Iteration 23Q: 3 clusters Score -6337808 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 27504 members 
Entering Unmasked Estep 
Score: -6337935.000000 Penalty: 12583.383789
	Iteration 24Q: 3 clusters Score -6337935 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -6338012.000000 Penalty: 12583.383789
	Iteration 25Q: 3 clusters Score -6338012 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -6338075.000000 Penalty: 12583.383789
	Iteration 26Q: 3 clusters Score -6338075 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -6338115.500000 Penalty: 12583.383789
	Iteration 27Q: 3 clusters Score -6338116 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 27713 members 
Entering Unmasked Estep 
Score: -6338146.000000 Penalty: 12583.383789
	Iteration 28Q: 3 clusters Score -6338146 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 27735 members 
Entering Unmasked Estep 
Score: -6338176.500000 Penalty: 12583.383789
	Iteration 29Q: 3 clusters Score -6338176 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 27758 members 
Entering Unmasked Estep 
Score: -6338210.500000 Penalty: 12583.383789
	Iteration 30Q: 3 clusters Score -6338210 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -6338219.000000 Penalty: 12583.383789
	Iteration 31Q: 3 clusters Score -6338219 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 27796 members 
Entering Unmasked Estep 
Score: -6338237.500000 Penalty: 12583.383789
	Iteration 32Q: 3 clusters Score -6338238 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 27815 members 
Entering Unmasked Estep 
Score: -6338268.000000 Penalty: 12583.383789
	Iteration 33Q: 3 clusters Score -6338268 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 27835 members 
Entering Unmasked Estep 
Score: -6338292.500000 Penalty: 12583.383789
	Iteration 34Q: 3 clusters Score -6338292 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 27854 members 
Entering Unmasked Estep 
Score: -6338308.000000 Penalty: 12583.383789
	Iteration 35Q: 3 clusters Score -6338308 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 27876 members 
Entering Unmasked Estep 
Score: -6338333.500000 Penalty: 12583.383789
	Iteration 36Q: 3 clusters Score -6338334 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 27879 members 
Entering Unmasked Estep 
Score: -6338348.500000 Penalty: 12583.383789
	Iteration 37Q: 3 clusters Score -6338348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 27891 members 
Entering Unmasked Estep 
Score: -6338373.500000 Penalty: 12583.383789
	Iteration 38Q: 3 clusters Score -6338374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 27903 members 
Entering Unmasked Estep 
Score: -6338394.500000 Penalty: 12583.383789
	Iteration 39Q: 3 clusters Score -6338394 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 27920 members 
Entering Unmasked Estep 
Score: -6338402.000000 Penalty: 12583.383789
	Iteration 40F: 3 clusters Score -6338402 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 27934 members 
Entering Unmasked Estep 
Score: -6338422.500000 Penalty: 12583.383789
	Iteration 41Q: 3 clusters Score -6338422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -6338437.000000 Penalty: 12583.383789
	Iteration 42Q: 3 clusters Score -6338437 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 27951 members 
Entering Unmasked Estep 
Score: -6338449.500000 Penalty: 12583.383789
	Iteration 43Q: 3 clusters Score -6338450 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 27964 members 
Entering Unmasked Estep 
Score: -6338474.500000 Penalty: 12583.383789
	Iteration 44Q: 3 clusters Score -6338474 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 27976 members 
Entering Unmasked Estep 
Score: -6338490.500000 Penalty: 12583.383789
	Iteration 45Q: 3 clusters Score -6338490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 27979 members 
Entering Unmasked Estep 
Score: -6338497.500000 Penalty: 12583.383789
	Iteration 46Q: 3 clusters Score -6338498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -6338507.000000 Penalty: 12583.383789
	Iteration 47Q: 3 clusters Score -6338507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 27994 members 
Entering Unmasked Estep 
Score: -6338517.500000 Penalty: 12583.383789
	Iteration 48Q: 3 clusters Score -6338518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 28000 members 
Entering Unmasked Estep 
Score: -6338520.500000 Penalty: 12583.383789
	Iteration 49Q: 3 clusters Score -6338520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -6338533.000000 Penalty: 12583.383789
	Iteration 50Q: 3 clusters Score -6338533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 28002 members 
Entering Unmasked Estep 
Score: -6338537.000000 Penalty: 12583.383789
	Iteration 51Q: 3 clusters Score -6338537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -6338541.000000 Penalty: 12583.383789
	Iteration 52Q: 3 clusters Score -6338541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 28005 members 
Entering Unmasked Estep 
Score: -6338543.500000 Penalty: 12583.383789
	Iteration 53Q: 3 clusters Score -6338544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 28005 members 
Entering Unmasked Estep 
Score: -6338549.000000 Penalty: 12583.383789
	Iteration 54Q: 3 clusters Score -6338549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 28008 members 
Entering Unmasked Estep 
Score: -6338552.000000 Penalty: 12583.383789
	Iteration 55Q: 3 clusters Score -6338552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -6338547.500000 Penalty: 12583.383789
	Iteration 56Q: 3 clusters Score -6338548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 28008 members 
Entering Unmasked Estep 
Score: -6338548.500000 Penalty: 12583.383789
	Iteration 57Q: 3 clusters Score -6338548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 28008 members 
Entering Unmasked Estep 
Score: -6338545.000000 Penalty: 12583.383789
	Iteration 58Q: 3 clusters Score -6338545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 28008 members 
Entering Unmasked Estep 
Score: -6338547.000000 Penalty: 12583.383789
	Iteration 59Q: 3 clusters Score -6338547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 28009 members 
Entering Unmasked Estep 
Score: -6338551.000000 Penalty: 12583.383789
	Iteration 60F: 3 clusters Score -6338551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 28009 members 
Entering Unmasked Estep 
Score: -6338557.500000 Penalty: 12583.383789
	Iteration 61Q: 3 clusters Score -6338558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -6338566.500000 Penalty: 12583.383789
	Iteration 62Q: 3 clusters Score -6338566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 28015 members 
Entering Unmasked Estep 
Score: -6338569.000000 Penalty: 12583.383789
	Iteration 63Q: 3 clusters Score -6338569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 28017 members 
Entering Unmasked Estep 
Score: -6338581.500000 Penalty: 12583.383789
	Iteration 64Q: 3 clusters Score -6338582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 28019 members 
Entering Unmasked Estep 
Score: -6338577.000000 Penalty: 12583.383789
	Iteration 65Q: 3 clusters Score -6338577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 28021 members 
Entering Unmasked Estep 
Score: -6338607.000000 Penalty: 12583.383789
	Iteration 66Q: 3 clusters Score -6338607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 28025 members 
Entering Unmasked Estep 
Score: -6338609.500000 Penalty: 12583.383789
	Iteration 67Q: 3 clusters Score -6338610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 28028 members 
Entering Unmasked Estep 
Score: -6338603.500000 Penalty: 12583.383789
	Iteration 68Q: 3 clusters Score -6338604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 28033 members 
Entering Unmasked Estep 
Score: -6338627.500000 Penalty: 12583.383789
	Iteration 69Q: 3 clusters Score -6338628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 28040 members 
Entering Unmasked Estep 
Score: -6338637.000000 Penalty: 12583.383789
	Iteration 70Q: 3 clusters Score -6338637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 28044 members 
Entering Unmasked Estep 
Score: -6338657.000000 Penalty: 12583.383789
	Iteration 71Q: 3 clusters Score -6338657 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 28046 members 
Entering Unmasked Estep 
Score: -6338668.000000 Penalty: 12583.383789
	Iteration 72Q: 3 clusters Score -6338668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 28052 members 
Entering Unmasked Estep 
Score: -6338671.500000 Penalty: 12583.383789
	Iteration 73Q: 3 clusters Score -6338672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 28056 members 
Entering Unmasked Estep 
Score: -6338696.500000 Penalty: 12583.383789
	Iteration 74Q: 3 clusters Score -6338696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -6338719.500000 Penalty: 12583.383789
	Iteration 75Q: 3 clusters Score -6338720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 28064 members 
Entering Unmasked Estep 
Score: -6338718.000000 Penalty: 12583.383789
	Iteration 76Q: 3 clusters Score -6338718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 28065 members 
Entering Unmasked Estep 
Score: -6338721.000000 Penalty: 12583.383789
	Iteration 77Q: 3 clusters Score -6338721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 28069 members 
Entering Unmasked Estep 
Score: -6338729.000000 Penalty: 12583.383789
	Iteration 78Q: 3 clusters Score -6338729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 28074 members 
Entering Unmasked Estep 
Score: -6338733.500000 Penalty: 12583.383789
	Iteration 79Q: 3 clusters Score -6338734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 28072 members 
Entering Unmasked Estep 
Score: -6338738.500000 Penalty: 12583.383789
	Iteration 80F: 3 clusters Score -6338738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -6338752.000000 Penalty: 12583.383789
	Iteration 81Q: 3 clusters Score -6338752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 28075 members 
Entering Unmasked Estep 
Score: -6338767.500000 Penalty: 12583.383789
	Iteration 82Q: 3 clusters Score -6338768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
Score: -6338762.000000 Penalty: 12583.383789
	Iteration 83Q: 3 clusters Score -6338762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -6338759.500000 Penalty: 12583.383789
	Iteration 84Q: 3 clusters Score -6338760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 28075 members 
Entering Unmasked Estep 
Score: -6338765.000000 Penalty: 12583.383789
	Iteration 85Q: 3 clusters Score -6338765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 28075 members 
Entering Unmasked Estep 
Score: -6338765.000000 Penalty: 12583.383789
	Iteration 86F: 3 clusters Score -6338765 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Entering Unmasked Estep 
Score: -2655376.750000 Penalty: 5769.720703
	Iteration 0F: 2 clusters Score -2655377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -2643655.250000 Penalty: 11539.441406
	Iteration 0F: 3 clusters Score -2643655 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -2646332.750000 Penalty: 11539.441406
	Iteration 1F: 3 clusters Score -2646333 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -2646868.000000 Penalty: 11539.441406
	Iteration 2F: 3 clusters Score -2646868 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -2647201.750000 Penalty: 11539.441406
	Iteration 3Q: 3 clusters Score -2647202 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -2647472.500000 Penalty: 11539.441406
	Iteration 4Q: 3 clusters Score -2647472 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -2647710.750000 Penalty: 11539.441406
	Iteration 5Q: 3 clusters Score -2647711 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -2647942.250000 Penalty: 11539.441406
	Iteration 6Q: 3 clusters Score -2647942 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -2648180.000000 Penalty: 11539.441406
	Iteration 7Q: 3 clusters Score -2648180 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -2648376.750000 Penalty: 11539.441406
	Iteration 8Q: 3 clusters Score -2648377 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -2648581.500000 Penalty: 11539.441406
	Iteration 9Q: 3 clusters Score -2648582 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -2648821.250000 Penalty: 11539.441406
	Iteration 10Q: 3 clusters Score -2648821 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -2649059.750000 Penalty: 11539.441406
	Iteration 11Q: 3 clusters Score -2649060 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -2649307.250000 Penalty: 11539.441406
	Iteration 12Q: 3 clusters Score -2649307 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -2649579.000000 Penalty: 11539.441406
	Iteration 13Q: 3 clusters Score -2649579 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -2649854.250000 Penalty: 11539.441406
	Iteration 14Q: 3 clusters Score -2649854 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -2650084.250000 Penalty: 11539.441406
	Iteration 15Q: 3 clusters Score -2650084 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -2650287.250000 Penalty: 11539.441406
	Iteration 16Q: 3 clusters Score -2650287 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -2650460.250000 Penalty: 11539.441406
	Iteration 17Q: 3 clusters Score -2650460 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -2650630.250000 Penalty: 11539.441406
	Iteration 18Q: 3 clusters Score -2650630 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -2650764.000000 Penalty: 11539.441406
	Iteration 19Q: 3 clusters Score -2650764 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -2650892.750000 Penalty: 11539.441406
	Iteration 20F: 3 clusters Score -2650893 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -2651001.250000 Penalty: 11539.441406
	Iteration 21Q: 3 clusters Score -2651001 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -2651101.250000 Penalty: 11539.441406
	Iteration 22Q: 3 clusters Score -2651101 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -2651166.250000 Penalty: 11539.441406
	Iteration 23Q: 3 clusters Score -2651166 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -2651222.250000 Penalty: 11539.441406
	Iteration 24Q: 3 clusters Score -2651222 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -2651267.500000 Penalty: 11539.441406
	Iteration 25Q: 3 clusters Score -2651268 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -2651290.750000 Penalty: 11539.441406
	Iteration 26Q: 3 clusters Score -2651291 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -2651327.500000 Penalty: 11539.441406
	Iteration 27Q: 3 clusters Score -2651328 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -2651342.500000 Penalty: 11539.441406
	Iteration 28Q: 3 clusters Score -2651342 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -2651367.750000 Penalty: 11539.441406
	Iteration 29Q: 3 clusters Score -2651368 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -2651405.250000 Penalty: 11539.441406
	Iteration 30Q: 3 clusters Score -2651405 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -2651423.000000 Penalty: 11539.441406
	Iteration 31Q: 3 clusters Score -2651423 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -2651441.250000 Penalty: 11539.441406
	Iteration 32Q: 3 clusters Score -2651441 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -2651462.250000 Penalty: 11539.441406
	Iteration 33Q: 3 clusters Score -2651462 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -2651482.500000 Penalty: 11539.441406
	Iteration 34Q: 3 clusters Score -2651482 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -2651506.250000 Penalty: 11539.441406
	Iteration 35Q: 3 clusters Score -2651506 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -2651533.000000 Penalty: 11539.441406
	Iteration 36Q: 3 clusters Score -2651533 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -2651553.750000 Penalty: 11539.441406
	Iteration 37Q: 3 clusters Score -2651554 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -2651568.750000 Penalty: 11539.441406
	Iteration 38Q: 3 clusters Score -2651569 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -2651583.750000 Penalty: 11539.441406
	Iteration 39Q: 3 clusters Score -2651584 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -2651589.000000 Penalty: 11539.441406
	Iteration 40F: 3 clusters Score -2651589 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -2651598.250000 Penalty: 11539.441406
	Iteration 41Q: 3 clusters Score -2651598 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -2651610.500000 Penalty: 11539.441406
	Iteration 42Q: 3 clusters Score -2651610 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -2651616.000000 Penalty: 11539.441406
	Iteration 43Q: 3 clusters Score -2651616 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -2651622.500000 Penalty: 11539.441406
	Iteration 44Q: 3 clusters Score -2651622 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -2651633.500000 Penalty: 11539.441406
	Iteration 45Q: 3 clusters Score -2651634 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -2651645.750000 Penalty: 11539.441406
	Iteration 46Q: 3 clusters Score -2651646 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -2651659.000000 Penalty: 11539.441406
	Iteration 47Q: 3 clusters Score -2651659 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -2651666.000000 Penalty: 11539.441406
	Iteration 48Q: 3 clusters Score -2651666 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -2651671.500000 Penalty: 11539.441406
	Iteration 49Q: 3 clusters Score -2651672 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -2651676.500000 Penalty: 11539.441406
	Iteration 50Q: 3 clusters Score -2651676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -2651677.750000 Penalty: 11539.441406
	Iteration 51Q: 3 clusters Score -2651678 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -2651689.750000 Penalty: 11539.441406
	Iteration 52Q: 3 clusters Score -2651690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -2651698.500000 Penalty: 11539.441406
	Iteration 53Q: 3 clusters Score -2651698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -2651698.000000 Penalty: 11539.441406
	Iteration 54Q: 3 clusters Score -2651698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -2651699.500000 Penalty: 11539.441406
	Iteration 55Q: 3 clusters Score -2651700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -2651698.750000 Penalty: 11539.441406
	Iteration 56Q: 3 clusters Score -2651699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -2651703.000000 Penalty: 11539.441406
	Iteration 57Q: 3 clusters Score -2651703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -2651702.750000 Penalty: 11539.441406
	Iteration 58Q: 3 clusters Score -2651703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -2651703.500000 Penalty: 11539.441406
	Iteration 59Q: 3 clusters Score -2651704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -2651708.750000 Penalty: 11539.441406
	Iteration 60F: 3 clusters Score -2651709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -2651706.000000 Penalty: 11539.441406
	Iteration 61Q: 3 clusters Score -2651706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -2651710.500000 Penalty: 11539.441406
	Iteration 62Q: 3 clusters Score -2651710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -2651707.250000 Penalty: 11539.441406
	Iteration 63Q: 3 clusters Score -2651707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -2651707.250000 Penalty: 11539.441406
	Iteration 64Q: 3 clusters Score -2651707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -2651706.000000 Penalty: 11539.441406
	Iteration 65Q: 3 clusters Score -2651706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -2651709.250000 Penalty: 11539.441406
	Iteration 66Q: 3 clusters Score -2651709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -2651711.000000 Penalty: 11539.441406
	Iteration 67Q: 3 clusters Score -2651711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -2651707.500000 Penalty: 11539.441406
	Iteration 68Q: 3 clusters Score -2651708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -2651707.500000 Penalty: 11539.441406
	Iteration 69F: 3 clusters Score -2651708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (57403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57403 members 
Entering Unmasked Estep 
Score: -12878221.000000 Penalty: 6711.684082
	Iteration 0F: 2 clusters Score -1.287822e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28785 members 
Mstep: Class 2 contains 28618 members 
Entering Unmasked Estep 
Score: -12837601.000000 Penalty: 13423.368164
	Iteration 0F: 3 clusters Score -1.28376e+07 nChanged 25454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 2 contains 28472 members 
Entering Unmasked Estep 
Score: -12851714.000000 Penalty: 13423.368164
	Iteration 1F: 3 clusters Score -1.285171e+07 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28730 members 
Mstep: Class 2 contains 28673 members 
Entering Unmasked Estep 
Score: -12853650.000000 Penalty: 13423.368164
	Iteration 2F: 3 clusters Score -1.285365e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28105 members 
Mstep: Class 2 contains 29298 members 
Entering Unmasked Estep 
Score: -12856027.000000 Penalty: 13423.368164
	Iteration 3F: 3 clusters Score -1.285603e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
Score: -12858565.000000 Penalty: 13423.368164
	Iteration 4F: 3 clusters Score -1.285856e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 32518 members 
Entering Unmasked Estep 
Score: -12861732.000000 Penalty: 13423.368164
	Iteration 5F: 3 clusters Score -1.286173e+07 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 34717 members 
Entering Unmasked Estep 
Score: -12866281.000000 Penalty: 13423.368164
	Iteration 6F: 3 clusters Score -1.286628e+07 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 36864 members 
Entering Unmasked Estep 
Score: -12871270.000000 Penalty: 13423.368164
	Iteration 7F: 3 clusters Score -1.287127e+07 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 38836 members 
Entering Unmasked Estep 
Score: -12874868.000000 Penalty: 13423.368164
	Iteration 8F: 3 clusters Score -1.287487e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 40586 members 
Entering Unmasked Estep 
Score: -12876758.000000 Penalty: 13423.368164
	Iteration 9F: 3 clusters Score -1.287676e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 41932 members 
Entering Unmasked Estep 
Score: -12877632.000000 Penalty: 13423.368164
	Iteration 10Q: 3 clusters Score -1.287763e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 42990 members 
Entering Unmasked Estep 
Score: -12878233.000000 Penalty: 13423.368164
	Iteration 11Q: 3 clusters Score -1.287823e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 43876 members 
Entering Unmasked Estep 
Score: -12878785.000000 Penalty: 13423.368164
	Iteration 12Q: 3 clusters Score -1.287878e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 44706 members 
Entering Unmasked Estep 
Score: -12879433.000000 Penalty: 13423.368164
	Iteration 13Q: 3 clusters Score -1.287943e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 45429 members 
Entering Unmasked Estep 
Score: -12880206.000000 Penalty: 13423.368164
	Iteration 14Q: 3 clusters Score -1.288021e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 45976 members 
Entering Unmasked Estep 
Score: -12880705.000000 Penalty: 13423.368164
	Iteration 15Q: 3 clusters Score -1.28807e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 46385 members 
Entering Unmasked Estep 
Score: -12880906.000000 Penalty: 13423.368164
	Iteration 16Q: 3 clusters Score -1.288091e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 46640 members 
Entering Unmasked Estep 
Score: -12880934.000000 Penalty: 13423.368164
	Iteration 17Q: 3 clusters Score -1.288093e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 46818 members 
Entering Unmasked Estep 
Score: -12880983.000000 Penalty: 13423.368164
	Iteration 18Q: 3 clusters Score -1.288098e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 46936 members 
Entering Unmasked Estep 
Score: -12880966.000000 Penalty: 13423.368164
	Iteration 19Q: 3 clusters Score -1.288097e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 47011 members 
Entering Unmasked Estep 
Score: -12880969.000000 Penalty: 13423.368164
	Iteration 20F: 3 clusters Score -1.288097e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 47070 members 
Entering Unmasked Estep 
Score: -12880957.000000 Penalty: 13423.368164
	Iteration 21Q: 3 clusters Score -1.288096e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 47104 members 
Entering Unmasked Estep 
Score: -12880964.000000 Penalty: 13423.368164
	Iteration 22Q: 3 clusters Score -1.288096e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 47124 members 
Entering Unmasked Estep 
Score: -12880980.000000 Penalty: 13423.368164
	Iteration 23Q: 3 clusters Score -1.288098e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 47134 members 
Entering Unmasked Estep 
Score: -12880960.000000 Penalty: 13423.368164
	Iteration 24Q: 3 clusters Score -1.288096e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 47145 members 
Entering Unmasked Estep 
Score: -12880956.000000 Penalty: 13423.368164
	Iteration 25Q: 3 clusters Score -1.288096e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 47151 members 
Entering Unmasked Estep 
Score: -12880967.000000 Penalty: 13423.368164
	Iteration 26Q: 3 clusters Score -1.288097e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 47154 members 
Entering Unmasked Estep 
Score: -12880979.000000 Penalty: 13423.368164
	Iteration 27Q: 3 clusters Score -1.288098e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 47158 members 
Entering Unmasked Estep 
Score: -12880974.000000 Penalty: 13423.368164
	Iteration 28Q: 3 clusters Score -1.288097e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 47161 members 
Entering Unmasked Estep 
Score: -12880983.000000 Penalty: 13423.368164
	Iteration 29Q: 3 clusters Score -1.288098e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 47163 members 
Entering Unmasked Estep 
Score: -12880987.000000 Penalty: 13423.368164
	Iteration 30Q: 3 clusters Score -1.288099e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 47167 members 
Entering Unmasked Estep 
Score: -12880975.000000 Penalty: 13423.368164
	Iteration 31Q: 3 clusters Score -1.288098e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 47171 members 
Entering Unmasked Estep 
Score: -12880986.000000 Penalty: 13423.368164
	Iteration 32Q: 3 clusters Score -1.288099e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 47173 members 
Entering Unmasked Estep 
Score: -12880988.000000 Penalty: 13423.368164
	Iteration 33Q: 3 clusters Score -1.288099e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 47173 members 
Entering Unmasked Estep 
Score: -12880988.000000 Penalty: 13423.368164
	Iteration 34F: 3 clusters Score -1.288099e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 12332 members 
Mstep: Class 3 contains 10230 members 
Mstep: Class 4 contains 27145 members 
Mstep: Class 5 contains 7514 members 
Mstep: Class 6 contains 6018 members 
Mstep: Class 7 contains 34577 members 
Mstep: Class 8 contains 62580 members 
Mstep: Class 9 contains 69311 members 
Mstep: Class 10 contains 16147 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1609 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 70981 members 
Mstep: Class 15 contains 4456 members 
Mstep: Class 16 contains 145313 members 
Mstep: Class 17 contains 34594 members 
Mstep: Class 18 contains 5896 members 
Mstep: Class 19 contains 7672 members 
Mstep: Class 20 contains 1765 members 
Mstep: Class 21 contains 9502 members 
Mstep: Class 22 contains 49447 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2796 members 
Mstep: Class 25 contains 13844 members 
Mstep: Class 26 contains 32063 members 
Mstep: Class 27 contains 11735 members 
Mstep: Class 28 contains 47173 members 
Entering Unmasked Estep 
Score: -157276368.000000 Penalty: 231244.984375
Splitting cluster 3 changes total score from -157276304.000000 to -157276368.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 4 (27145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27145 members 
Entering Unmasked Estep 
Score: -6065707.000000 Penalty: 6252.980957
	Iteration 0F: 2 clusters Score -6065707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -6044573.500000 Penalty: 12505.961914
	Iteration 0F: 3 clusters Score -6044574 nChanged 11308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -6050512.000000 Penalty: 12505.961914
	Iteration 1F: 3 clusters Score -6050512 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -6051255.000000 Penalty: 12505.961914
	Iteration 2F: 3 clusters Score -6051255 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -6051824.500000 Penalty: 12505.961914
	Iteration 3Q: 3 clusters Score -6051824 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -6052383.500000 Penalty: 12505.961914
	Iteration 4Q: 3 clusters Score -6052384 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -6052828.500000 Penalty: 12505.961914
	Iteration 5Q: 3 clusters Score -6052828 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -6053276.000000 Penalty: 12505.961914
	Iteration 6Q: 3 clusters Score -6053276 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -6053691.500000 Penalty: 12505.961914
	Iteration 7Q: 3 clusters Score -6053692 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -6054142.500000 Penalty: 12505.961914
	Iteration 8Q: 3 clusters Score -6054142 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -6054526.000000 Penalty: 12505.961914
	Iteration 9Q: 3 clusters Score -6054526 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -6054971.000000 Penalty: 12505.961914
	Iteration 10Q: 3 clusters Score -6054971 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -6055378.500000 Penalty: 12505.961914
	Iteration 11Q: 3 clusters Score -6055378 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -6055826.000000 Penalty: 12505.961914
	Iteration 12Q: 3 clusters Score -6055826 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -6056301.000000 Penalty: 12505.961914
	Iteration 13Q: 3 clusters Score -6056301 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -6056842.000000 Penalty: 12505.961914
	Iteration 14Q: 3 clusters Score -6056842 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -6057521.500000 Penalty: 12505.961914
	Iteration 15Q: 3 clusters Score -6057522 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -6058341.500000 Penalty: 12505.961914
	Iteration 16Q: 3 clusters Score -6058342 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -6059160.500000 Penalty: 12505.961914
	Iteration 17Q: 3 clusters Score -6059160 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -6059808.500000 Penalty: 12505.961914
	Iteration 18Q: 3 clusters Score -6059808 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -6060198.500000 Penalty: 12505.961914
	Iteration 19Q: 3 clusters Score -6060198 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -6060445.000000 Penalty: 12505.961914
	Iteration 20F: 3 clusters Score -6060445 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -6060583.500000 Penalty: 12505.961914
	Iteration 21Q: 3 clusters Score -6060584 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -6060699.000000 Penalty: 12505.961914
	Iteration 22Q: 3 clusters Score -6060699 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -6060761.000000 Penalty: 12505.961914
	Iteration 23Q: 3 clusters Score -6060761 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -6060824.000000 Penalty: 12505.961914
	Iteration 24Q: 3 clusters Score -6060824 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -6060864.000000 Penalty: 12505.961914
	Iteration 25Q: 3 clusters Score -6060864 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -6060898.500000 Penalty: 12505.961914
	Iteration 26Q: 3 clusters Score -6060898 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -6060936.000000 Penalty: 12505.961914
	Iteration 27Q: 3 clusters Score -6060936 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -6060957.500000 Penalty: 12505.961914
	Iteration 28Q: 3 clusters Score -6060958 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -6060975.500000 Penalty: 12505.961914
	Iteration 29Q: 3 clusters Score -6060976 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -6061010.000000 Penalty: 12505.961914
	Iteration 30Q: 3 clusters Score -6061010 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -6061026.000000 Penalty: 12505.961914
	Iteration 31Q: 3 clusters Score -6061026 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -6061050.500000 Penalty: 12505.961914
	Iteration 32Q: 3 clusters Score -6061050 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -6061052.500000 Penalty: 12505.961914
	Iteration 33Q: 3 clusters Score -6061052 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -6061048.500000 Penalty: 12505.961914
	Iteration 34Q: 3 clusters Score -6061048 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -6061062.000000 Penalty: 12505.961914
	Iteration 35Q: 3 clusters Score -6061062 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -6061059.500000 Penalty: 12505.961914
	Iteration 36Q: 3 clusters Score -6061060 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -6061071.500000 Penalty: 12505.961914
	Iteration 37Q: 3 clusters Score -6061072 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -6061072.500000 Penalty: 12505.961914
	Iteration 38Q: 3 clusters Score -6061072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -6061083.000000 Penalty: 12505.961914
	Iteration 39Q: 3 clusters Score -6061083 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -6061084.500000 Penalty: 12505.961914
	Iteration 40F: 3 clusters Score -6061084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -6061097.000000 Penalty: 12505.961914
	Iteration 41Q: 3 clusters Score -6061097 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -6061105.000000 Penalty: 12505.961914
	Iteration 42Q: 3 clusters Score -6061105 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 23686 members 
Entering Unmasked Estep 
Score: -6061112.500000 Penalty: 12505.961914
	Iteration 43Q: 3 clusters Score -6061112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -6061103.000000 Penalty: 12505.961914
	Iteration 44Q: 3 clusters Score -6061103 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -6061118.000000 Penalty: 12505.961914
	Iteration 45Q: 3 clusters Score -6061118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -6061119.000000 Penalty: 12505.961914
	Iteration 46Q: 3 clusters Score -6061119 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -6061118.500000 Penalty: 12505.961914
	Iteration 47Q: 3 clusters Score -6061118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 23742 members 
Entering Unmasked Estep 
Score: -6061125.500000 Penalty: 12505.961914
	Iteration 48Q: 3 clusters Score -6061126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -6061128.000000 Penalty: 12505.961914
	Iteration 49Q: 3 clusters Score -6061128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -6061135.000000 Penalty: 12505.961914
	Iteration 50Q: 3 clusters Score -6061135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -6061122.000000 Penalty: 12505.961914
	Iteration 51Q: 3 clusters Score -6061122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
Score: -6061135.500000 Penalty: 12505.961914
	Iteration 52Q: 3 clusters Score -6061136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 23774 members 
Entering Unmasked Estep 
Score: -6061131.000000 Penalty: 12505.961914
	Iteration 53Q: 3 clusters Score -6061131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -6061126.000000 Penalty: 12505.961914
	Iteration 54Q: 3 clusters Score -6061126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -6061133.000000 Penalty: 12505.961914
	Iteration 55Q: 3 clusters Score -6061133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -6061136.000000 Penalty: 12505.961914
	Iteration 56Q: 3 clusters Score -6061136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -6061130.500000 Penalty: 12505.961914
	Iteration 57Q: 3 clusters Score -6061130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -6061136.000000 Penalty: 12505.961914
	Iteration 58Q: 3 clusters Score -6061136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 23799 members 
Entering Unmasked Estep 
Score: -6061126.000000 Penalty: 12505.961914
	Iteration 59Q: 3 clusters Score -6061126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -6061122.000000 Penalty: 12505.961914
	Iteration 60F: 3 clusters Score -6061122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -6061127.000000 Penalty: 12505.961914
	Iteration 61Q: 3 clusters Score -6061127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -6061132.500000 Penalty: 12505.961914
	Iteration 62Q: 3 clusters Score -6061132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -6061137.500000 Penalty: 12505.961914
	Iteration 63Q: 3 clusters Score -6061138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -6061137.500000 Penalty: 12505.961914
	Iteration 64Q: 3 clusters Score -6061138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -6061142.500000 Penalty: 12505.961914
	Iteration 65Q: 3 clusters Score -6061142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -6061138.500000 Penalty: 12505.961914
	Iteration 66Q: 3 clusters Score -6061138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -6061143.500000 Penalty: 12505.961914
	Iteration 67Q: 3 clusters Score -6061144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -6061139.500000 Penalty: 12505.961914
	Iteration 68Q: 3 clusters Score -6061140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -6061147.000000 Penalty: 12505.961914
	Iteration 69Q: 3 clusters Score -6061147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -6061142.500000 Penalty: 12505.961914
	Iteration 70Q: 3 clusters Score -6061142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -6061147.000000 Penalty: 12505.961914
	Iteration 71Q: 3 clusters Score -6061147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -6061147.000000 Penalty: 12505.961914
	Iteration 72F: 3 clusters Score -6061147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Entering Unmasked Estep 
Score: -1614978.875000 Penalty: 5466.270508
	Iteration 0F: 2 clusters Score -1614979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1606302.875000 Penalty: 10932.541016
	Iteration 0F: 3 clusters Score -1606303 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1607852.000000 Penalty: 10932.541016
	Iteration 1F: 3 clusters Score -1607852 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1608238.000000 Penalty: 10932.541016
	Iteration 2F: 3 clusters Score -1608238 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1608488.875000 Penalty: 10932.541016
	Iteration 3Q: 3 clusters Score -1608489 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1608682.750000 Penalty: 10932.541016
	Iteration 4Q: 3 clusters Score -1608683 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1608848.375000 Penalty: 10932.541016
	Iteration 5Q: 3 clusters Score -1608848 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1609003.000000 Penalty: 10932.541016
	Iteration 6Q: 3 clusters Score -1609003 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1609122.500000 Penalty: 10932.541016
	Iteration 7Q: 3 clusters Score -1609122 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1609239.625000 Penalty: 10932.541016
	Iteration 8Q: 3 clusters Score -1609240 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1609364.875000 Penalty: 10932.541016
	Iteration 9Q: 3 clusters Score -1609365 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1609479.750000 Penalty: 10932.541016
	Iteration 10Q: 3 clusters Score -1609480 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1609573.000000 Penalty: 10932.541016
	Iteration 11Q: 3 clusters Score -1609573 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1609656.250000 Penalty: 10932.541016
	Iteration 12Q: 3 clusters Score -1609656 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1609744.250000 Penalty: 10932.541016
	Iteration 13Q: 3 clusters Score -1609744 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1609818.500000 Penalty: 10932.541016
	Iteration 14Q: 3 clusters Score -1609818 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1609890.125000 Penalty: 10932.541016
	Iteration 15Q: 3 clusters Score -1609890 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1609965.125000 Penalty: 10932.541016
	Iteration 16Q: 3 clusters Score -1609965 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1610040.500000 Penalty: 10932.541016
	Iteration 17Q: 3 clusters Score -1610040 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1610110.250000 Penalty: 10932.541016
	Iteration 18Q: 3 clusters Score -1610110 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1610188.500000 Penalty: 10932.541016
	Iteration 19Q: 3 clusters Score -1610188 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1610264.875000 Penalty: 10932.541016
	Iteration 20F: 3 clusters Score -1610265 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1610335.875000 Penalty: 10932.541016
	Iteration 21Q: 3 clusters Score -1610336 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1610397.625000 Penalty: 10932.541016
	Iteration 22Q: 3 clusters Score -1610398 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1610444.375000 Penalty: 10932.541016
	Iteration 23Q: 3 clusters Score -1610444 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1610505.875000 Penalty: 10932.541016
	Iteration 24Q: 3 clusters Score -1610506 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1610563.125000 Penalty: 10932.541016
	Iteration 25Q: 3 clusters Score -1610563 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1610624.875000 Penalty: 10932.541016
	Iteration 26Q: 3 clusters Score -1610625 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1610667.125000 Penalty: 10932.541016
	Iteration 27Q: 3 clusters Score -1610667 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1610715.375000 Penalty: 10932.541016
	Iteration 28Q: 3 clusters Score -1610715 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1610759.125000 Penalty: 10932.541016
	Iteration 29Q: 3 clusters Score -1610759 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1610787.000000 Penalty: 10932.541016
	Iteration 30Q: 3 clusters Score -1610787 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1610817.625000 Penalty: 10932.541016
	Iteration 31Q: 3 clusters Score -1610818 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1610841.000000 Penalty: 10932.541016
	Iteration 32Q: 3 clusters Score -1610841 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1610861.000000 Penalty: 10932.541016
	Iteration 33Q: 3 clusters Score -1610861 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1610881.375000 Penalty: 10932.541016
	Iteration 34Q: 3 clusters Score -1610881 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1610890.625000 Penalty: 10932.541016
	Iteration 35Q: 3 clusters Score -1610891 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1610903.125000 Penalty: 10932.541016
	Iteration 36Q: 3 clusters Score -1610903 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1610912.250000 Penalty: 10932.541016
	Iteration 37Q: 3 clusters Score -1610912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1610919.750000 Penalty: 10932.541016
	Iteration 38Q: 3 clusters Score -1610920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1610926.625000 Penalty: 10932.541016
	Iteration 39Q: 3 clusters Score -1610927 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1610930.625000 Penalty: 10932.541016
	Iteration 40F: 3 clusters Score -1610931 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1610940.250000 Penalty: 10932.541016
	Iteration 41Q: 3 clusters Score -1610940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1610944.375000 Penalty: 10932.541016
	Iteration 42Q: 3 clusters Score -1610944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1610950.125000 Penalty: 10932.541016
	Iteration 43Q: 3 clusters Score -1610950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1610954.500000 Penalty: 10932.541016
	Iteration 44Q: 3 clusters Score -1610954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1610959.750000 Penalty: 10932.541016
	Iteration 45Q: 3 clusters Score -1610960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1610962.125000 Penalty: 10932.541016
	Iteration 46Q: 3 clusters Score -1610962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1610962.750000 Penalty: 10932.541016
	Iteration 47Q: 3 clusters Score -1610963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1610962.750000 Penalty: 10932.541016
	Iteration 48F: 3 clusters Score -1610963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Entering Unmasked Estep 
Score: -1303201.500000 Penalty: 5330.287109
	Iteration 0F: 2 clusters Score -1303202 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 2985 members 
Entering Unmasked Estep 
Score: -1295492.000000 Penalty: 10660.574219
	Iteration 0F: 3 clusters Score -1295492 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1296872.125000 Penalty: 10660.574219
	Iteration 1F: 3 clusters Score -1296872 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1297239.250000 Penalty: 10660.574219
	Iteration 2F: 3 clusters Score -1297239 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1297490.875000 Penalty: 10660.574219
	Iteration 3Q: 3 clusters Score -1297491 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1297648.375000 Penalty: 10660.574219
	Iteration 4Q: 3 clusters Score -1297648 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1297759.125000 Penalty: 10660.574219
	Iteration 5Q: 3 clusters Score -1297759 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1297848.250000 Penalty: 10660.574219
	Iteration 6Q: 3 clusters Score -1297848 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1297907.125000 Penalty: 10660.574219
	Iteration 7Q: 3 clusters Score -1297907 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1297960.875000 Penalty: 10660.574219
	Iteration 8Q: 3 clusters Score -1297961 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1298001.125000 Penalty: 10660.574219
	Iteration 9Q: 3 clusters Score -1298001 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1298043.250000 Penalty: 10660.574219
	Iteration 10Q: 3 clusters Score -1298043 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1298087.625000 Penalty: 10660.574219
	Iteration 11Q: 3 clusters Score -1298088 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1298123.375000 Penalty: 10660.574219
	Iteration 12Q: 3 clusters Score -1298123 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1298148.875000 Penalty: 10660.574219
	Iteration 13Q: 3 clusters Score -1298149 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1298188.875000 Penalty: 10660.574219
	Iteration 14Q: 3 clusters Score -1298189 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1298221.750000 Penalty: 10660.574219
	Iteration 15Q: 3 clusters Score -1298222 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1298253.500000 Penalty: 10660.574219
	Iteration 16Q: 3 clusters Score -1298254 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1298286.250000 Penalty: 10660.574219
	Iteration 17Q: 3 clusters Score -1298286 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1298314.500000 Penalty: 10660.574219
	Iteration 18Q: 3 clusters Score -1298314 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1298342.500000 Penalty: 10660.574219
	Iteration 19Q: 3 clusters Score -1298342 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1298365.750000 Penalty: 10660.574219
	Iteration 20F: 3 clusters Score -1298366 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1298382.500000 Penalty: 10660.574219
	Iteration 21Q: 3 clusters Score -1298382 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1298408.250000 Penalty: 10660.574219
	Iteration 22Q: 3 clusters Score -1298408 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1298427.250000 Penalty: 10660.574219
	Iteration 23Q: 3 clusters Score -1298427 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1298447.375000 Penalty: 10660.574219
	Iteration 24Q: 3 clusters Score -1298447 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1298461.250000 Penalty: 10660.574219
	Iteration 25Q: 3 clusters Score -1298461 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1298481.250000 Penalty: 10660.574219
	Iteration 26Q: 3 clusters Score -1298481 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1298497.250000 Penalty: 10660.574219
	Iteration 27Q: 3 clusters Score -1298497 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1298506.875000 Penalty: 10660.574219
	Iteration 28Q: 3 clusters Score -1298507 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1298517.500000 Penalty: 10660.574219
	Iteration 29Q: 3 clusters Score -1298518 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1298521.625000 Penalty: 10660.574219
	Iteration 30Q: 3 clusters Score -1298522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1298533.875000 Penalty: 10660.574219
	Iteration 31Q: 3 clusters Score -1298534 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1298546.500000 Penalty: 10660.574219
	Iteration 32Q: 3 clusters Score -1298546 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1298555.875000 Penalty: 10660.574219
	Iteration 33Q: 3 clusters Score -1298556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1298564.250000 Penalty: 10660.574219
	Iteration 34Q: 3 clusters Score -1298564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1298570.500000 Penalty: 10660.574219
	Iteration 35Q: 3 clusters Score -1298570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1298576.875000 Penalty: 10660.574219
	Iteration 36Q: 3 clusters Score -1298577 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1298585.625000 Penalty: 10660.574219
	Iteration 37Q: 3 clusters Score -1298586 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1298597.375000 Penalty: 10660.574219
	Iteration 38Q: 3 clusters Score -1298597 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1298613.500000 Penalty: 10660.574219
	Iteration 39Q: 3 clusters Score -1298614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1298616.625000 Penalty: 10660.574219
	Iteration 40F: 3 clusters Score -1298617 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1298624.125000 Penalty: 10660.574219
	Iteration 41Q: 3 clusters Score -1298624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1298630.375000 Penalty: 10660.574219
	Iteration 42Q: 3 clusters Score -1298630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1298640.125000 Penalty: 10660.574219
	Iteration 43Q: 3 clusters Score -1298640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1298644.125000 Penalty: 10660.574219
	Iteration 44Q: 3 clusters Score -1298644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1298648.250000 Penalty: 10660.574219
	Iteration 45Q: 3 clusters Score -1298648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1298652.750000 Penalty: 10660.574219
	Iteration 46Q: 3 clusters Score -1298653 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1298659.750000 Penalty: 10660.574219
	Iteration 47Q: 3 clusters Score -1298660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1298665.375000 Penalty: 10660.574219
	Iteration 48Q: 3 clusters Score -1298665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1298666.375000 Penalty: 10660.574219
	Iteration 49Q: 3 clusters Score -1298666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1298669.750000 Penalty: 10660.574219
	Iteration 50Q: 3 clusters Score -1298670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1298670.000000 Penalty: 10660.574219
	Iteration 51Q: 3 clusters Score -1298670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1298672.875000 Penalty: 10660.574219
	Iteration 52Q: 3 clusters Score -1298673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1298674.500000 Penalty: 10660.574219
	Iteration 53Q: 3 clusters Score -1298674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1298674.500000 Penalty: 10660.574219
	Iteration 54Q: 3 clusters Score -1298674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1298677.250000 Penalty: 10660.574219
	Iteration 55Q: 3 clusters Score -1298677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1298682.125000 Penalty: 10660.574219
	Iteration 56Q: 3 clusters Score -1298682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1298680.875000 Penalty: 10660.574219
	Iteration 57Q: 3 clusters Score -1298681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1298685.375000 Penalty: 10660.574219
	Iteration 58Q: 3 clusters Score -1298685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1298686.375000 Penalty: 10660.574219
	Iteration 59Q: 3 clusters Score -1298686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1298688.875000 Penalty: 10660.574219
	Iteration 60F: 3 clusters Score -1298689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1298691.500000 Penalty: 10660.574219
	Iteration 61Q: 3 clusters Score -1298692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1298697.000000 Penalty: 10660.574219
	Iteration 62Q: 3 clusters Score -1298697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1298700.125000 Penalty: 10660.574219
	Iteration 63Q: 3 clusters Score -1298700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1298703.500000 Penalty: 10660.574219
	Iteration 64Q: 3 clusters Score -1298704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1298703.625000 Penalty: 10660.574219
	Iteration 65Q: 3 clusters Score -1298704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1298701.375000 Penalty: 10660.574219
	Iteration 66Q: 3 clusters Score -1298701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1298705.750000 Penalty: 10660.574219
	Iteration 67Q: 3 clusters Score -1298706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1298704.250000 Penalty: 10660.574219
	Iteration 68Q: 3 clusters Score -1298704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1298705.000000 Penalty: 10660.574219
	Iteration 69Q: 3 clusters Score -1298705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1298705.000000 Penalty: 10660.574219
	Iteration 70F: 3 clusters Score -1298705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (34577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34577 members 
Entering Unmasked Estep 
Score: -7837716.000000 Penalty: 6401.203125
	Iteration 0F: 2 clusters Score -7837716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -7811912.500000 Penalty: 12802.406250
	Iteration 0F: 3 clusters Score -7811912 nChanged 14832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -7819876.000000 Penalty: 12802.406250
	Iteration 1F: 3 clusters Score -7819876 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -7820736.000000 Penalty: 12802.406250
	Iteration 2F: 3 clusters Score -7820736 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -7821423.000000 Penalty: 12802.406250
	Iteration 3Q: 3 clusters Score -7821423 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -7822165.000000 Penalty: 12802.406250
	Iteration 4Q: 3 clusters Score -7822165 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -7822999.000000 Penalty: 12802.406250
	Iteration 5Q: 3 clusters Score -7822999 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -7823976.500000 Penalty: 12802.406250
	Iteration 6Q: 3 clusters Score -7823976 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -7825080.500000 Penalty: 12802.406250
	Iteration 7F: 3 clusters Score -7825080 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -7826230.500000 Penalty: 12802.406250
	Iteration 8F: 3 clusters Score -7826230 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -7827296.500000 Penalty: 12802.406250
	Iteration 9F: 3 clusters Score -7827296 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -7828325.000000 Penalty: 12802.406250
	Iteration 10Q: 3 clusters Score -7828325 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -7829231.500000 Penalty: 12802.406250
	Iteration 11Q: 3 clusters Score -7829232 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27802 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -7829940.500000 Penalty: 12802.406250
	Iteration 12Q: 3 clusters Score -7829940 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -7830584.000000 Penalty: 12802.406250
	Iteration 13Q: 3 clusters Score -7830584 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29577 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -7831068.500000 Penalty: 12802.406250
	Iteration 14Q: 3 clusters Score -7831068 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -7831403.000000 Penalty: 12802.406250
	Iteration 15Q: 3 clusters Score -7831403 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30734 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -7831691.000000 Penalty: 12802.406250
	Iteration 16Q: 3 clusters Score -7831691 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31137 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -7831862.000000 Penalty: 12802.406250
	Iteration 17Q: 3 clusters Score -7831862 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31443 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -7831995.500000 Penalty: 12802.406250
	Iteration 18Q: 3 clusters Score -7831996 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31699 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -7832103.500000 Penalty: 12802.406250
	Iteration 19Q: 3 clusters Score -7832104 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31906 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -7832228.000000 Penalty: 12802.406250
	Iteration 20F: 3 clusters Score -7832228 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -7832320.500000 Penalty: 12802.406250
	Iteration 21Q: 3 clusters Score -7832320 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -7832405.000000 Penalty: 12802.406250
	Iteration 22Q: 3 clusters Score -7832405 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32253 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -7832426.000000 Penalty: 12802.406250
	Iteration 23Q: 3 clusters Score -7832426 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32311 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -7832420.500000 Penalty: 12802.406250
	Iteration 24Q: 3 clusters Score -7832420 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32354 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -7832462.500000 Penalty: 12802.406250
	Iteration 25Q: 3 clusters Score -7832462 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32395 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -7832466.500000 Penalty: 12802.406250
	Iteration 26Q: 3 clusters Score -7832466 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32435 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -7832479.000000 Penalty: 12802.406250
	Iteration 27Q: 3 clusters Score -7832479 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32467 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -7832480.500000 Penalty: 12802.406250
	Iteration 28Q: 3 clusters Score -7832480 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32494 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -7832488.000000 Penalty: 12802.406250
	Iteration 29Q: 3 clusters Score -7832488 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32517 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -7832498.500000 Penalty: 12802.406250
	Iteration 30Q: 3 clusters Score -7832498 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32535 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -7832514.500000 Penalty: 12802.406250
	Iteration 31Q: 3 clusters Score -7832514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32555 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -7832512.000000 Penalty: 12802.406250
	Iteration 32Q: 3 clusters Score -7832512 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32578 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -7832505.500000 Penalty: 12802.406250
	Iteration 33Q: 3 clusters Score -7832506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32594 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -7832514.500000 Penalty: 12802.406250
	Iteration 34Q: 3 clusters Score -7832514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32607 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -7832509.000000 Penalty: 12802.406250
	Iteration 35Q: 3 clusters Score -7832509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32617 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -7832511.500000 Penalty: 12802.406250
	Iteration 36Q: 3 clusters Score -7832512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32625 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -7832513.000000 Penalty: 12802.406250
	Iteration 37Q: 3 clusters Score -7832513 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32635 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -7832513.000000 Penalty: 12802.406250
	Iteration 38Q: 3 clusters Score -7832513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32646 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -7832509.500000 Penalty: 12802.406250
	Iteration 39Q: 3 clusters Score -7832510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32653 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -7832506.000000 Penalty: 12802.406250
	Iteration 40F: 3 clusters Score -7832506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32658 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -7832512.000000 Penalty: 12802.406250
	Iteration 41Q: 3 clusters Score -7832512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32662 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -7832515.000000 Penalty: 12802.406250
	Iteration 42Q: 3 clusters Score -7832515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32667 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -7832515.000000 Penalty: 12802.406250
	Iteration 43Q: 3 clusters Score -7832515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32673 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -7832525.000000 Penalty: 12802.406250
	Iteration 44Q: 3 clusters Score -7832525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32674 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -7832521.500000 Penalty: 12802.406250
	Iteration 45Q: 3 clusters Score -7832522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32678 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -7832534.500000 Penalty: 12802.406250
	Iteration 46Q: 3 clusters Score -7832534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32681 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -7832538.000000 Penalty: 12802.406250
	Iteration 47Q: 3 clusters Score -7832538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32683 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -7832542.000000 Penalty: 12802.406250
	Iteration 48Q: 3 clusters Score -7832542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32686 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -7832531.000000 Penalty: 12802.406250
	Iteration 49Q: 3 clusters Score -7832531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32690 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -7832539.000000 Penalty: 12802.406250
	Iteration 50Q: 3 clusters Score -7832539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32692 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -7832537.500000 Penalty: 12802.406250
	Iteration 51Q: 3 clusters Score -7832538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32699 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -7832539.500000 Penalty: 12802.406250
	Iteration 52Q: 3 clusters Score -7832540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32700 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -7832541.500000 Penalty: 12802.406250
	Iteration 53Q: 3 clusters Score -7832542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32701 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -7832539.500000 Penalty: 12802.406250
	Iteration 54Q: 3 clusters Score -7832540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32704 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -7832546.500000 Penalty: 12802.406250
	Iteration 55Q: 3 clusters Score -7832546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32705 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -7832549.000000 Penalty: 12802.406250
	Iteration 56Q: 3 clusters Score -7832549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32705 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -7832549.000000 Penalty: 12802.406250
	Iteration 57F: 3 clusters Score -7832549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (62580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62580 members 
Entering Unmasked Estep 
Score: -14053703.000000 Penalty: 6764.573242
	Iteration 0F: 2 clusters Score -1.40537e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31302 members 
Mstep: Class 2 contains 31278 members 
Entering Unmasked Estep 
Score: -14009929.000000 Penalty: 13529.146484
	Iteration 0F: 3 clusters Score -1.400993e+07 nChanged 28051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31361 members 
Mstep: Class 2 contains 31219 members 
Entering Unmasked Estep 
Score: -14025171.000000 Penalty: 13529.146484
	Iteration 1F: 3 clusters Score -1.402517e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31164 members 
Mstep: Class 2 contains 31416 members 
Entering Unmasked Estep 
Score: -14026093.000000 Penalty: 13529.146484
	Iteration 2Q: 3 clusters Score -1.402609e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Mstep: Class 2 contains 31704 members 
Entering Unmasked Estep 
Score: -14026837.000000 Penalty: 13529.146484
	Iteration 3Q: 3 clusters Score -1.402684e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30416 members 
Mstep: Class 2 contains 32164 members 
Entering Unmasked Estep 
Score: -14027624.000000 Penalty: 13529.146484
	Iteration 4Q: 3 clusters Score -1.402762e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29805 members 
Mstep: Class 2 contains 32775 members 
Entering Unmasked Estep 
Score: -14028301.000000 Penalty: 13529.146484
	Iteration 5Q: 3 clusters Score -1.40283e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29028 members 
Mstep: Class 2 contains 33552 members 
Entering Unmasked Estep 
Score: -14029013.000000 Penalty: 13529.146484
	Iteration 6Q: 3 clusters Score -1.402901e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27965 members 
Mstep: Class 2 contains 34615 members 
Entering Unmasked Estep 
Score: -14029784.000000 Penalty: 13529.146484
	Iteration 7Q: 3 clusters Score -1.402978e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 36018 members 
Entering Unmasked Estep 
Score: -14030953.000000 Penalty: 13529.146484
	Iteration 8Q: 3 clusters Score -1.403095e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 37854 members 
Entering Unmasked Estep 
Score: -14032445.000000 Penalty: 13529.146484
	Iteration 9Q: 3 clusters Score -1.403244e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 40157 members 
Entering Unmasked Estep 
Score: -14034262.000000 Penalty: 13529.146484
	Iteration 10F: 3 clusters Score -1.403426e+07 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 42728 members 
Entering Unmasked Estep 
Score: -14035993.000000 Penalty: 13529.146484
	Iteration 11F: 3 clusters Score -1.403599e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 45358 members 
Entering Unmasked Estep 
Score: -14037855.000000 Penalty: 13529.146484
	Iteration 12Q: 3 clusters Score -1.403786e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 47908 members 
Entering Unmasked Estep 
Score: -14039549.000000 Penalty: 13529.146484
	Iteration 13Q: 3 clusters Score -1.403955e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 50377 members 
Entering Unmasked Estep 
Score: -14041146.000000 Penalty: 13529.146484
	Iteration 14Q: 3 clusters Score -1.404115e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 52554 members 
Entering Unmasked Estep 
Score: -14042546.000000 Penalty: 13529.146484
	Iteration 15Q: 3 clusters Score -1.404255e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 54381 members 
Entering Unmasked Estep 
Score: -14043678.000000 Penalty: 13529.146484
	Iteration 16Q: 3 clusters Score -1.404368e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 55895 members 
Entering Unmasked Estep 
Score: -14044612.000000 Penalty: 13529.146484
	Iteration 17Q: 3 clusters Score -1.404461e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 57134 members 
Entering Unmasked Estep 
Score: -14045463.000000 Penalty: 13529.146484
	Iteration 18Q: 3 clusters Score -1.404546e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 58140 members 
Entering Unmasked Estep 
Score: -14046116.000000 Penalty: 13529.146484
	Iteration 19Q: 3 clusters Score -1.404612e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 58942 members 
Entering Unmasked Estep 
Score: -14046705.000000 Penalty: 13529.146484
	Iteration 20F: 3 clusters Score -1.40467e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 59529 members 
Entering Unmasked Estep 
Score: -14047122.000000 Penalty: 13529.146484
	Iteration 21Q: 3 clusters Score -1.404712e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 59942 members 
Entering Unmasked Estep 
Score: -14047360.000000 Penalty: 13529.146484
	Iteration 22Q: 3 clusters Score -1.404736e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 60220 members 
Entering Unmasked Estep 
Score: -14047556.000000 Penalty: 13529.146484
	Iteration 23Q: 3 clusters Score -1.404756e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 60416 members 
Entering Unmasked Estep 
Score: -14047708.000000 Penalty: 13529.146484
	Iteration 24Q: 3 clusters Score -1.404771e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 60551 members 
Entering Unmasked Estep 
Score: -14047771.000000 Penalty: 13529.146484
	Iteration 25Q: 3 clusters Score -1.404777e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 60659 members 
Entering Unmasked Estep 
Score: -14047864.000000 Penalty: 13529.146484
	Iteration 26Q: 3 clusters Score -1.404786e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 60727 members 
Entering Unmasked Estep 
Score: -14047915.000000 Penalty: 13529.146484
	Iteration 27Q: 3 clusters Score -1.404792e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 60778 members 
Entering Unmasked Estep 
Score: -14047992.000000 Penalty: 13529.146484
	Iteration 28Q: 3 clusters Score -1.404799e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 60826 members 
Entering Unmasked Estep 
Score: -14048037.000000 Penalty: 13529.146484
	Iteration 29Q: 3 clusters Score -1.404804e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 60868 members 
Entering Unmasked Estep 
Score: -14048060.000000 Penalty: 13529.146484
	Iteration 30Q: 3 clusters Score -1.404806e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 60888 members 
Entering Unmasked Estep 
Score: -14048072.000000 Penalty: 13529.146484
	Iteration 31Q: 3 clusters Score -1.404807e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 60912 members 
Entering Unmasked Estep 
Score: -14048073.000000 Penalty: 13529.146484
	Iteration 32Q: 3 clusters Score -1.404807e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 60931 members 
Entering Unmasked Estep 
Score: -14048086.000000 Penalty: 13529.146484
	Iteration 33Q: 3 clusters Score -1.404809e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 60952 members 
Entering Unmasked Estep 
Score: -14048090.000000 Penalty: 13529.146484
	Iteration 34Q: 3 clusters Score -1.404809e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 60967 members 
Entering Unmasked Estep 
Score: -14048089.000000 Penalty: 13529.146484
	Iteration 35Q: 3 clusters Score -1.404809e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 60983 members 
Entering Unmasked Estep 
Score: -14048103.000000 Penalty: 13529.146484
	Iteration 36Q: 3 clusters Score -1.40481e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 60994 members 
Entering Unmasked Estep 
Score: -14048099.000000 Penalty: 13529.146484
	Iteration 37Q: 3 clusters Score -1.40481e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 60996 members 
Entering Unmasked Estep 
Score: -14048117.000000 Penalty: 13529.146484
	Iteration 38Q: 3 clusters Score -1.404812e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 61001 members 
Entering Unmasked Estep 
Score: -14048109.000000 Penalty: 13529.146484
	Iteration 39Q: 3 clusters Score -1.404811e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 61007 members 
Entering Unmasked Estep 
Score: -14048110.000000 Penalty: 13529.146484
	Iteration 40F: 3 clusters Score -1.404811e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 61015 members 
Entering Unmasked Estep 
Score: -14048100.000000 Penalty: 13529.146484
	Iteration 41Q: 3 clusters Score -1.40481e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 61027 members 
Entering Unmasked Estep 
Score: -14048115.000000 Penalty: 13529.146484
	Iteration 42Q: 3 clusters Score -1.404812e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 61041 members 
Entering Unmasked Estep 
Score: -14048129.000000 Penalty: 13529.146484
	Iteration 43Q: 3 clusters Score -1.404813e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 61045 members 
Entering Unmasked Estep 
Score: -14048137.000000 Penalty: 13529.146484
	Iteration 44Q: 3 clusters Score -1.404814e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 61053 members 
Entering Unmasked Estep 
Score: -14048138.000000 Penalty: 13529.146484
	Iteration 45Q: 3 clusters Score -1.404814e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 61056 members 
Entering Unmasked Estep 
Score: -14048136.000000 Penalty: 13529.146484
	Iteration 46Q: 3 clusters Score -1.404814e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 61061 members 
Entering Unmasked Estep 
Score: -14048131.000000 Penalty: 13529.146484
	Iteration 47Q: 3 clusters Score -1.404813e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 61062 members 
Entering Unmasked Estep 
Score: -14048127.000000 Penalty: 13529.146484
	Iteration 48Q: 3 clusters Score -1.404813e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 61064 members 
Entering Unmasked Estep 
Score: -14048142.000000 Penalty: 13529.146484
	Iteration 49Q: 3 clusters Score -1.404814e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 61066 members 
Entering Unmasked Estep 
Score: -14048146.000000 Penalty: 13529.146484
	Iteration 50Q: 3 clusters Score -1.404815e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 61069 members 
Entering Unmasked Estep 
Score: -14048147.000000 Penalty: 13529.146484
	Iteration 51Q: 3 clusters Score -1.404815e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 61075 members 
Entering Unmasked Estep 
Score: -14048131.000000 Penalty: 13529.146484
	Iteration 52Q: 3 clusters Score -1.404813e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 61075 members 
Entering Unmasked Estep 
Score: -14048144.000000 Penalty: 13529.146484
	Iteration 53Q: 3 clusters Score -1.404814e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 61079 members 
Entering Unmasked Estep 
Score: -14048145.000000 Penalty: 13529.146484
	Iteration 54Q: 3 clusters Score -1.404814e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 61082 members 
Entering Unmasked Estep 
Score: -14048148.000000 Penalty: 13529.146484
	Iteration 55Q: 3 clusters Score -1.404815e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 61086 members 
Entering Unmasked Estep 
Score: -14048166.000000 Penalty: 13529.146484
	Iteration 56Q: 3 clusters Score -1.404817e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 61090 members 
Entering Unmasked Estep 
Score: -14048153.000000 Penalty: 13529.146484
	Iteration 57Q: 3 clusters Score -1.404815e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 61092 members 
Entering Unmasked Estep 
Score: -14048162.000000 Penalty: 13529.146484
	Iteration 58Q: 3 clusters Score -1.404816e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 61095 members 
Entering Unmasked Estep 
Score: -14048172.000000 Penalty: 13529.146484
	Iteration 59Q: 3 clusters Score -1.404817e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 61098 members 
Entering Unmasked Estep 
Score: -14048183.000000 Penalty: 13529.146484
	Iteration 60F: 3 clusters Score -1.404818e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 61101 members 
Entering Unmasked Estep 
Score: -14048178.000000 Penalty: 13529.146484
	Iteration 61Q: 3 clusters Score -1.404818e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 61105 members 
Entering Unmasked Estep 
Score: -14048163.000000 Penalty: 13529.146484
	Iteration 62Q: 3 clusters Score -1.404816e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 61110 members 
Entering Unmasked Estep 
Score: -14048168.000000 Penalty: 13529.146484
	Iteration 63Q: 3 clusters Score -1.404817e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 61116 members 
Entering Unmasked Estep 
Score: -14048160.000000 Penalty: 13529.146484
	Iteration 64Q: 3 clusters Score -1.404816e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 61121 members 
Entering Unmasked Estep 
Score: -14048180.000000 Penalty: 13529.146484
	Iteration 65Q: 3 clusters Score -1.404818e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 61122 members 
Entering Unmasked Estep 
Score: -14048191.000000 Penalty: 13529.146484
	Iteration 66Q: 3 clusters Score -1.404819e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 61125 members 
Entering Unmasked Estep 
Score: -14048180.000000 Penalty: 13529.146484
	Iteration 67Q: 3 clusters Score -1.404818e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 61128 members 
Entering Unmasked Estep 
Score: -14048182.000000 Penalty: 13529.146484
	Iteration 68Q: 3 clusters Score -1.404818e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 61128 members 
Entering Unmasked Estep 
Score: -14048169.000000 Penalty: 13529.146484
	Iteration 69Q: 3 clusters Score -1.404817e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 61129 members 
Entering Unmasked Estep 
Score: -14048179.000000 Penalty: 13529.146484
	Iteration 70Q: 3 clusters Score -1.404818e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 61130 members 
Entering Unmasked Estep 
Score: -14048179.000000 Penalty: 13529.146484
	Iteration 71Q: 3 clusters Score -1.404818e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 61130 members 
Entering Unmasked Estep 
Score: -14048179.000000 Penalty: 13529.146484
	Iteration 72F: 3 clusters Score -1.404818e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (69311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69311 members 
Entering Unmasked Estep 
Score: -15489927.000000 Penalty: 6827.144531
	Iteration 0F: 2 clusters Score -1.548993e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 34430 members 
Entering Unmasked Estep 
Score: -15441770.000000 Penalty: 13654.289062
	Iteration 0F: 3 clusters Score -1.544177e+07 nChanged 30963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 33213 members 
Entering Unmasked Estep 
Score: -15458662.000000 Penalty: 13654.289062
	Iteration 1F: 3 clusters Score -1.545866e+07 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36827 members 
Mstep: Class 2 contains 32484 members 
Entering Unmasked Estep 
Score: -15459916.000000 Penalty: 13654.289062
	Iteration 2Q: 3 clusters Score -1.545992e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37681 members 
Mstep: Class 2 contains 31630 members 
Entering Unmasked Estep 
Score: -15461071.000000 Penalty: 13654.289062
	Iteration 3Q: 3 clusters Score -1.546107e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38761 members 
Mstep: Class 2 contains 30550 members 
Entering Unmasked Estep 
Score: -15462474.000000 Penalty: 13654.289062
	Iteration 4Q: 3 clusters Score -1.546247e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39940 members 
Mstep: Class 2 contains 29371 members 
Entering Unmasked Estep 
Score: -15463813.000000 Penalty: 13654.289062
	Iteration 5Q: 3 clusters Score -1.546381e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41331 members 
Mstep: Class 2 contains 27980 members 
Entering Unmasked Estep 
Score: -15465117.000000 Penalty: 13654.289062
	Iteration 6Q: 3 clusters Score -1.546512e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42992 members 
Mstep: Class 2 contains 26319 members 
Entering Unmasked Estep 
Score: -15466260.000000 Penalty: 13654.289062
	Iteration 7Q: 3 clusters Score -1.546626e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44904 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -15467565.000000 Penalty: 13654.289062
	Iteration 8Q: 3 clusters Score -1.546756e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47156 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -15469100.000000 Penalty: 13654.289062
	Iteration 9Q: 3 clusters Score -1.54691e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49792 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -15470820.000000 Penalty: 13654.289062
	Iteration 10Q: 3 clusters Score -1.547082e+07 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52741 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -15472777.000000 Penalty: 13654.289062
	Iteration 11Q: 3 clusters Score -1.547278e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55813 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -15474867.000000 Penalty: 13654.289062
	Iteration 12Q: 3 clusters Score -1.547487e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58769 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -15477038.000000 Penalty: 13654.289062
	Iteration 13Q: 3 clusters Score -1.547704e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61466 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -15478998.000000 Penalty: 13654.289062
	Iteration 14Q: 3 clusters Score -1.5479e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63628 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -15480566.000000 Penalty: 13654.289062
	Iteration 15Q: 3 clusters Score -1.548057e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65147 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -15481633.000000 Penalty: 13654.289062
	Iteration 16Q: 3 clusters Score -1.548163e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66161 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -15482354.000000 Penalty: 13654.289062
	Iteration 17Q: 3 clusters Score -1.548235e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66811 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -15482845.000000 Penalty: 13654.289062
	Iteration 18Q: 3 clusters Score -1.548284e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67252 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -15483224.000000 Penalty: 13654.289062
	Iteration 19Q: 3 clusters Score -1.548322e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67508 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -15483447.000000 Penalty: 13654.289062
	Iteration 20F: 3 clusters Score -1.548345e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67676 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -15483592.000000 Penalty: 13654.289062
	Iteration 21Q: 3 clusters Score -1.548359e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67806 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -15483696.000000 Penalty: 13654.289062
	Iteration 22Q: 3 clusters Score -1.54837e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67907 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -15483777.000000 Penalty: 13654.289062
	Iteration 23Q: 3 clusters Score -1.548378e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67978 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -15483831.000000 Penalty: 13654.289062
	Iteration 24Q: 3 clusters Score -1.548383e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68024 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -15483852.000000 Penalty: 13654.289062
	Iteration 25Q: 3 clusters Score -1.548385e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68060 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -15483905.000000 Penalty: 13654.289062
	Iteration 26Q: 3 clusters Score -1.54839e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68084 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -15483952.000000 Penalty: 13654.289062
	Iteration 27Q: 3 clusters Score -1.548395e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68103 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -15483930.000000 Penalty: 13654.289062
	Iteration 28Q: 3 clusters Score -1.548393e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68111 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -15483963.000000 Penalty: 13654.289062
	Iteration 29Q: 3 clusters Score -1.548396e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68124 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -15483977.000000 Penalty: 13654.289062
	Iteration 30Q: 3 clusters Score -1.548398e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68139 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -15483993.000000 Penalty: 13654.289062
	Iteration 31Q: 3 clusters Score -1.548399e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68151 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -15483995.000000 Penalty: 13654.289062
	Iteration 32Q: 3 clusters Score -1.5484e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68163 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -15484007.000000 Penalty: 13654.289062
	Iteration 33Q: 3 clusters Score -1.548401e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68172 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -15484028.000000 Penalty: 13654.289062
	Iteration 34Q: 3 clusters Score -1.548403e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68174 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -15484025.000000 Penalty: 13654.289062
	Iteration 35Q: 3 clusters Score -1.548402e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68179 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -15484019.000000 Penalty: 13654.289062
	Iteration 36Q: 3 clusters Score -1.548402e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68181 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -15484019.000000 Penalty: 13654.289062
	Iteration 37Q: 3 clusters Score -1.548402e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68185 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -15484030.000000 Penalty: 13654.289062
	Iteration 38Q: 3 clusters Score -1.548403e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68186 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -15484033.000000 Penalty: 13654.289062
	Iteration 39Q: 3 clusters Score -1.548403e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68188 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -15484020.000000 Penalty: 13654.289062
	Iteration 40F: 3 clusters Score -1.548402e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Entering Unmasked Estep 
Score: -3603178.250000 Penalty: 5934.812012
	Iteration 0F: 2 clusters Score -3603178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -3589061.500000 Penalty: 11869.624023
	Iteration 0F: 3 clusters Score -3589062 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -3592760.500000 Penalty: 11869.624023
	Iteration 1F: 3 clusters Score -3592760 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -3593825.500000 Penalty: 11869.624023
	Iteration 2F: 3 clusters Score -3593826 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -3594861.000000 Penalty: 11869.624023
	Iteration 3F: 3 clusters Score -3594861 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -3595820.500000 Penalty: 11869.624023
	Iteration 4F: 3 clusters Score -3595820 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -3596673.750000 Penalty: 11869.624023
	Iteration 5F: 3 clusters Score -3596674 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -3597530.250000 Penalty: 11869.624023
	Iteration 6F: 3 clusters Score -3597530 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -3598404.250000 Penalty: 11869.624023
	Iteration 7F: 3 clusters Score -3598404 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -3599254.000000 Penalty: 11869.624023
	Iteration 8F: 3 clusters Score -3599254 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -3600158.500000 Penalty: 11869.624023
	Iteration 9F: 3 clusters Score -3600158 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -3601191.750000 Penalty: 11869.624023
	Iteration 10F: 3 clusters Score -3601192 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -3602237.500000 Penalty: 11869.624023
	Iteration 11Q: 3 clusters Score -3602238 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -3602886.250000 Penalty: 11869.624023
	Iteration 12Q: 3 clusters Score -3602886 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -3603174.750000 Penalty: 11869.624023
	Iteration 13Q: 3 clusters Score -3603175 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -3603285.000000 Penalty: 11869.624023
	Iteration 14Q: 3 clusters Score -3603285 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -3603344.500000 Penalty: 11869.624023
	Iteration 15Q: 3 clusters Score -3603344 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -3603357.750000 Penalty: 11869.624023
	Iteration 16Q: 3 clusters Score -3603358 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -3603362.000000 Penalty: 11869.624023
	Iteration 17Q: 3 clusters Score -3603362 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -3603375.500000 Penalty: 11869.624023
	Iteration 18Q: 3 clusters Score -3603376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -3603373.500000 Penalty: 11869.624023
	Iteration 19Q: 3 clusters Score -3603374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -3603370.500000 Penalty: 11869.624023
	Iteration 20F: 3 clusters Score -3603370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -3603372.500000 Penalty: 11869.624023
	Iteration 21Q: 3 clusters Score -3603372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -3603372.500000 Penalty: 11869.624023
	Iteration 22F: 3 clusters Score -3603372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 12332 members 
Mstep: Class 3 contains 10230 members 
Mstep: Class 4 contains 27145 members 
Mstep: Class 5 contains 7514 members 
Mstep: Class 6 contains 6018 members 
Mstep: Class 7 contains 34577 members 
Mstep: Class 8 contains 62580 members 
Mstep: Class 9 contains 69311 members 
Mstep: Class 10 contains 6166 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1609 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 70981 members 
Mstep: Class 15 contains 4456 members 
Mstep: Class 16 contains 145313 members 
Mstep: Class 17 contains 34594 members 
Mstep: Class 18 contains 5896 members 
Mstep: Class 19 contains 7672 members 
Mstep: Class 20 contains 1765 members 
Mstep: Class 21 contains 9502 members 
Mstep: Class 22 contains 49447 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2796 members 
Mstep: Class 25 contains 13844 members 
Mstep: Class 26 contains 32063 members 
Mstep: Class 27 contains 11735 members 
Mstep: Class 28 contains 47173 members 
Mstep: Class 29 contains 9981 members 
Entering Unmasked Estep 
Score: -157273456.000000 Penalty: 239503.718750
Splitting cluster 10 changes total score from -157276304.000000 to -157273456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (1299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Entering Unmasked Estep 
Score: -256125.078125 Penalty: 4391.227051
	Iteration 0F: 2 clusters Score -256125.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -252120.671875 Penalty: 8782.454102
	Iteration 0F: 3 clusters Score -252120.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -253116.734375 Penalty: 8782.454102
	Iteration 1F: 3 clusters Score -253116.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -253569.218750 Penalty: 8782.454102
	Iteration 2F: 3 clusters Score -253569.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -254018.578125 Penalty: 8782.454102
	Iteration 3F: 3 clusters Score -254018.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -254259.937500 Penalty: 8782.454102
	Iteration 4Q: 3 clusters Score -254259.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -254401.328125 Penalty: 8782.454102
	Iteration 5Q: 3 clusters Score -254401.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -254586.296875 Penalty: 8782.454102
	Iteration 6Q: 3 clusters Score -254586.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -254688.906250 Penalty: 8782.454102
	Iteration 7Q: 3 clusters Score -254688.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -254763.296875 Penalty: 8782.454102
	Iteration 8Q: 3 clusters Score -254763.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -254803.812500 Penalty: 8782.454102
	Iteration 9Q: 3 clusters Score -254803.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -254824.406250 Penalty: 8782.454102
	Iteration 10Q: 3 clusters Score -254824.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -254831.078125 Penalty: 8782.454102
	Iteration 11Q: 3 clusters Score -254831.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -254841.343750 Penalty: 8782.454102
	Iteration 12Q: 3 clusters Score -254841.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -254841.343750 Penalty: 8782.454102
	Iteration 13F: 3 clusters Score -254841.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Entering Unmasked Estep 
Score: -329435.218750 Penalty: 4522.312988
	Iteration 0F: 2 clusters Score -329435.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -324947.375000 Penalty: 9044.625977
	Iteration 0F: 3 clusters Score -324947.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -325503.500000 Penalty: 9044.625977
	Iteration 1F: 3 clusters Score -325503.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -325706.906250 Penalty: 9044.625977
	Iteration 2F: 3 clusters Score -325706.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -325802.718750 Penalty: 9044.625977
	Iteration 3Q: 3 clusters Score -325802.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -325842.406250 Penalty: 9044.625977
	Iteration 4Q: 3 clusters Score -325842.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -325859.875000 Penalty: 9044.625977
	Iteration 5Q: 3 clusters Score -325859.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -325868.093750 Penalty: 9044.625977
	Iteration 6Q: 3 clusters Score -325868.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -325872.562500 Penalty: 9044.625977
	Iteration 7Q: 3 clusters Score -325872.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -325875.750000 Penalty: 9044.625977
	Iteration 8Q: 3 clusters Score -325875.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -325881.312500 Penalty: 9044.625977
	Iteration 9Q: 3 clusters Score -325881.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -325882.875000 Penalty: 9044.625977
	Iteration 10Q: 3 clusters Score -325882.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -325887.593750 Penalty: 9044.625977
	Iteration 11Q: 3 clusters Score -325887.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -325893.250000 Penalty: 9044.625977
	Iteration 12Q: 3 clusters Score -325893.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -325893.250000 Penalty: 9044.625977
	Iteration 13F: 3 clusters Score -325893.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Entering Unmasked Estep 
Score: -251412.640625 Penalty: 4383.635742
	Iteration 0F: 2 clusters Score -251412.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -247240.187500 Penalty: 8767.271484
	Iteration 0F: 3 clusters Score -247240.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -247958.578125 Penalty: 8767.271484
	Iteration 1F: 3 clusters Score -247958.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -248447.671875 Penalty: 8767.271484
	Iteration 2F: 3 clusters Score -248447.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -249005.734375 Penalty: 8767.271484
	Iteration 3F: 3 clusters Score -249005.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -249735.718750 Penalty: 8767.271484
	Iteration 4F: 3 clusters Score -249735.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -250393.906250 Penalty: 8767.271484
	Iteration 5F: 3 clusters Score -250393.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -250748.515625 Penalty: 8767.271484
	Iteration 6Q: 3 clusters Score -250748.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -250963.281250 Penalty: 8767.271484
	Iteration 7Q: 3 clusters Score -250963.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -251099.359375 Penalty: 8767.271484
	Iteration 8Q: 3 clusters Score -251099.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -251275.375000 Penalty: 8767.271484
	Iteration 9Q: 3 clusters Score -251275.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -251318.781250 Penalty: 8767.271484
	Iteration 10Q: 3 clusters Score -251318.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -251333.437500 Penalty: 8767.271484
	Iteration 11Q: 3 clusters Score -251333.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -251344.312500 Penalty: 8767.271484
	Iteration 12Q: 3 clusters Score -251344.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -251360.156250 Penalty: 8767.271484
	Iteration 13Q: 3 clusters Score -251360.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -251364.828125 Penalty: 8767.271484
	Iteration 14Q: 3 clusters Score -251364.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -251374.687500 Penalty: 8767.271484
	Iteration 15Q: 3 clusters Score -251374.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -251381.406250 Penalty: 8767.271484
	Iteration 16Q: 3 clusters Score -251381.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -251390.203125 Penalty: 8767.271484
	Iteration 17Q: 3 clusters Score -251390.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -251390.734375 Penalty: 8767.271484
	Iteration 18F: 3 clusters Score -251390.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -251397.234375 Penalty: 8767.271484
	Iteration 19Q: 3 clusters Score -251397.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -251401.890625 Penalty: 8767.271484
	Iteration 20F: 3 clusters Score -251401.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (70981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70981 members 
Entering Unmasked Estep 
Score: -15865856.000000 Penalty: 6841.728027
	Iteration 0F: 2 clusters Score -1.586586e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35509 members 
Mstep: Class 2 contains 35472 members 
Entering Unmasked Estep 
Score: -15816602.000000 Penalty: 13683.456055
	Iteration 0F: 3 clusters Score -1.58166e+07 nChanged 31870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35991 members 
Mstep: Class 2 contains 34990 members 
Entering Unmasked Estep 
Score: -15834173.000000 Penalty: 13683.456055
	Iteration 1F: 3 clusters Score -1.583417e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36308 members 
Mstep: Class 2 contains 34673 members 
Entering Unmasked Estep 
Score: -15835193.000000 Penalty: 13683.456055
	Iteration 2Q: 3 clusters Score -1.583519e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36848 members 
Mstep: Class 2 contains 34133 members 
Entering Unmasked Estep 
Score: -15836163.000000 Penalty: 13683.456055
	Iteration 3Q: 3 clusters Score -1.583616e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37631 members 
Mstep: Class 2 contains 33350 members 
Entering Unmasked Estep 
Score: -15837101.000000 Penalty: 13683.456055
	Iteration 4Q: 3 clusters Score -1.58371e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38702 members 
Mstep: Class 2 contains 32279 members 
Entering Unmasked Estep 
Score: -15838029.000000 Penalty: 13683.456055
	Iteration 5Q: 3 clusters Score -1.583803e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40181 members 
Mstep: Class 2 contains 30800 members 
Entering Unmasked Estep 
Score: -15839302.000000 Penalty: 13683.456055
	Iteration 6Q: 3 clusters Score -1.58393e+07 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42107 members 
Mstep: Class 2 contains 28874 members 
Entering Unmasked Estep 
Score: -15840912.000000 Penalty: 13683.456055
	Iteration 7Q: 3 clusters Score -1.584091e+07 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44505 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -15842728.000000 Penalty: 13683.456055
	Iteration 8F: 3 clusters Score -1.584273e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47414 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -15844912.000000 Penalty: 13683.456055
	Iteration 9F: 3 clusters Score -1.584491e+07 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50602 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -15847256.000000 Penalty: 13683.456055
	Iteration 10F: 3 clusters Score -1.584726e+07 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53845 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -15849610.000000 Penalty: 13683.456055
	Iteration 11F: 3 clusters Score -1.584961e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56852 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -15851654.000000 Penalty: 13683.456055
	Iteration 12Q: 3 clusters Score -1.585165e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59590 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -15853530.000000 Penalty: 13683.456055
	Iteration 13Q: 3 clusters Score -1.585353e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61973 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -15855063.000000 Penalty: 13683.456055
	Iteration 14Q: 3 clusters Score -1.585506e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63953 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -15856360.000000 Penalty: 13683.456055
	Iteration 15Q: 3 clusters Score -1.585636e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65454 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -15857379.000000 Penalty: 13683.456055
	Iteration 16Q: 3 clusters Score -1.585738e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66590 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -15858089.000000 Penalty: 13683.456055
	Iteration 17Q: 3 clusters Score -1.585809e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67435 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -15858576.000000 Penalty: 13683.456055
	Iteration 18Q: 3 clusters Score -1.585858e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68055 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -15859008.000000 Penalty: 13683.456055
	Iteration 19Q: 3 clusters Score -1.585901e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68461 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -15859324.000000 Penalty: 13683.456055
	Iteration 20F: 3 clusters Score -1.585932e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68753 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -15859536.000000 Penalty: 13683.456055
	Iteration 21Q: 3 clusters Score -1.585954e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68954 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -15859604.000000 Penalty: 13683.456055
	Iteration 22Q: 3 clusters Score -1.58596e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69091 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -15859729.000000 Penalty: 13683.456055
	Iteration 23Q: 3 clusters Score -1.585973e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69201 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -15859817.000000 Penalty: 13683.456055
	Iteration 24Q: 3 clusters Score -1.585982e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69288 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -15859844.000000 Penalty: 13683.456055
	Iteration 25Q: 3 clusters Score -1.585984e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69350 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -15859887.000000 Penalty: 13683.456055
	Iteration 26Q: 3 clusters Score -1.585989e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69379 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -15859910.000000 Penalty: 13683.456055
	Iteration 27Q: 3 clusters Score -1.585991e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69410 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -15859941.000000 Penalty: 13683.456055
	Iteration 28Q: 3 clusters Score -1.585994e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69440 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -15859943.000000 Penalty: 13683.456055
	Iteration 29Q: 3 clusters Score -1.585994e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69461 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -15859961.000000 Penalty: 13683.456055
	Iteration 30Q: 3 clusters Score -1.585996e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69484 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -15859993.000000 Penalty: 13683.456055
	Iteration 31Q: 3 clusters Score -1.585999e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69498 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -15860026.000000 Penalty: 13683.456055
	Iteration 32Q: 3 clusters Score -1.586003e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69519 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -15860021.000000 Penalty: 13683.456055
	Iteration 33Q: 3 clusters Score -1.586002e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69541 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -15860016.000000 Penalty: 13683.456055
	Iteration 34Q: 3 clusters Score -1.586002e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69553 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -15860026.000000 Penalty: 13683.456055
	Iteration 35Q: 3 clusters Score -1.586003e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69576 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -15860051.000000 Penalty: 13683.456055
	Iteration 36Q: 3 clusters Score -1.586005e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69591 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -15860057.000000 Penalty: 13683.456055
	Iteration 37Q: 3 clusters Score -1.586006e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69603 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -15860065.000000 Penalty: 13683.456055
	Iteration 38Q: 3 clusters Score -1.586006e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69608 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -15860069.000000 Penalty: 13683.456055
	Iteration 39Q: 3 clusters Score -1.586007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69611 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -15860067.000000 Penalty: 13683.456055
	Iteration 40F: 3 clusters Score -1.586007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69613 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -15860068.000000 Penalty: 13683.456055
	Iteration 41Q: 3 clusters Score -1.586007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69612 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -15860069.000000 Penalty: 13683.456055
	Iteration 42Q: 3 clusters Score -1.586007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69615 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -15860060.000000 Penalty: 13683.456055
	Iteration 43Q: 3 clusters Score -1.586006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69617 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -15860059.000000 Penalty: 13683.456055
	Iteration 44Q: 3 clusters Score -1.586006e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69618 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -15860070.000000 Penalty: 13683.456055
	Iteration 45Q: 3 clusters Score -1.586007e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69619 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -15860069.000000 Penalty: 13683.456055
	Iteration 46Q: 3 clusters Score -1.586007e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69619 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -15860069.000000 Penalty: 13683.456055
	Iteration 47F: 3 clusters Score -1.586007e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Entering Unmasked Estep 
Score: -918974.562500 Penalty: 5146.229492
	Iteration 0F: 2 clusters Score -918974.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -913259.000000 Penalty: 10292.458984
	Iteration 0F: 3 clusters Score -913259 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -918381.500000 Penalty: 10292.458984
	Iteration 1F: 3 clusters Score -918381.5 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -921242.812500 Penalty: 10292.458984
	Iteration 2F: 3 clusters Score -921242.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -921844.875000 Penalty: 10292.458984
	Iteration 3F: 3 clusters Score -921844.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -922008.375000 Penalty: 10292.458984
	Iteration 4Q: 3 clusters Score -922008.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -922061.875000 Penalty: 10292.458984
	Iteration 5Q: 3 clusters Score -922061.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -922074.812500 Penalty: 10292.458984
	Iteration 6Q: 3 clusters Score -922074.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -922083.125000 Penalty: 10292.458984
	Iteration 7Q: 3 clusters Score -922083.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -922089.312500 Penalty: 10292.458984
	Iteration 8Q: 3 clusters Score -922089.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -922093.625000 Penalty: 10292.458984
	Iteration 9Q: 3 clusters Score -922093.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -922100.812500 Penalty: 10292.458984
	Iteration 10Q: 3 clusters Score -922100.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -922108.625000 Penalty: 10292.458984
	Iteration 11Q: 3 clusters Score -922108.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -922110.812500 Penalty: 10292.458984
	Iteration 12Q: 3 clusters Score -922110.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -922111.687500 Penalty: 10292.458984
	Iteration 13Q: 3 clusters Score -922111.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -922112.937500 Penalty: 10292.458984
	Iteration 14Q: 3 clusters Score -922112.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -922113.875000 Penalty: 10292.458984
	Iteration 15Q: 3 clusters Score -922113.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -922116.312500 Penalty: 10292.458984
	Iteration 16Q: 3 clusters Score -922116.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -922117.812500 Penalty: 10292.458984
	Iteration 17Q: 3 clusters Score -922117.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -922117.812500 Penalty: 10292.458984
	Iteration 18F: 3 clusters Score -922117.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 12332 members 
Mstep: Class 3 contains 10230 members 
Mstep: Class 4 contains 27145 members 
Mstep: Class 5 contains 7514 members 
Mstep: Class 6 contains 6018 members 
Mstep: Class 7 contains 34577 members 
Mstep: Class 8 contains 62580 members 
Mstep: Class 9 contains 69311 members 
Mstep: Class 10 contains 16147 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1609 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 70981 members 
Mstep: Class 15 contains 3815 members 
Mstep: Class 16 contains 145313 members 
Mstep: Class 17 contains 34594 members 
Mstep: Class 18 contains 5896 members 
Mstep: Class 19 contains 7672 members 
Mstep: Class 20 contains 1765 members 
Mstep: Class 21 contains 9502 members 
Mstep: Class 22 contains 49447 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2796 members 
Mstep: Class 25 contains 13844 members 
Mstep: Class 26 contains 32063 members 
Mstep: Class 27 contains 11735 members 
Mstep: Class 28 contains 47173 members 
Mstep: Class 29 contains 641 members 
Entering Unmasked Estep 
Score: -157276096.000000 Penalty: 239503.718750
Splitting cluster 15 changes total score from -157276304.000000 to -157276096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (145313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145313 members 
Entering Unmasked Estep 
Score: -32221700.000000 Penalty: 7280.570312
	Iteration 0F: 2 clusters Score -3.22217e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72559 members 
Mstep: Class 2 contains 72754 members 
Entering Unmasked Estep 
Score: -32123898.000000 Penalty: 14561.140625
	Iteration 0F: 3 clusters Score -3.21239e+07 nChanged 67616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71723 members 
Mstep: Class 2 contains 73590 members 
Entering Unmasked Estep 
Score: -32161078.000000 Penalty: 14561.140625
	Iteration 1F: 3 clusters Score -3.216108e+07 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71206 members 
Mstep: Class 2 contains 74107 members 
Entering Unmasked Estep 
Score: -32162480.000000 Penalty: 14561.140625
	Iteration 2Q: 3 clusters Score -3.216248e+07 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70452 members 
Mstep: Class 2 contains 74861 members 
Entering Unmasked Estep 
Score: -32163854.000000 Penalty: 14561.140625
	Iteration 3Q: 3 clusters Score -3.216385e+07 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69257 members 
Mstep: Class 2 contains 76056 members 
Entering Unmasked Estep 
Score: -32164978.000000 Penalty: 14561.140625
	Iteration 4Q: 3 clusters Score -3.216498e+07 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67525 members 
Mstep: Class 2 contains 77788 members 
Entering Unmasked Estep 
Score: -32166078.000000 Penalty: 14561.140625
	Iteration 5Q: 3 clusters Score -3.216608e+07 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65051 members 
Mstep: Class 2 contains 80262 members 
Entering Unmasked Estep 
Score: -32167674.000000 Penalty: 14561.140625
	Iteration 6Q: 3 clusters Score -3.216767e+07 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61597 members 
Mstep: Class 2 contains 83716 members 
Entering Unmasked Estep 
Score: -32169330.000000 Penalty: 14561.140625
	Iteration 7Q: 3 clusters Score -3.216933e+07 nChanged 5775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56918 members 
Mstep: Class 2 contains 88395 members 
Entering Unmasked Estep 
Score: -32171422.000000 Penalty: 14561.140625
	Iteration 8Q: 3 clusters Score -3.217142e+07 nChanged 6883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50651 members 
Mstep: Class 2 contains 94662 members 
Entering Unmasked Estep 
Score: -32174932.000000 Penalty: 14561.140625
	Iteration 9Q: 3 clusters Score -3.217493e+07 nChanged 8308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42681 members 
Mstep: Class 2 contains 102632 members 
Entering Unmasked Estep 
Score: -32179830.000000 Penalty: 14561.140625
	Iteration 10F: 3 clusters Score -3.217983e+07 nChanged 9706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33091 members 
Mstep: Class 2 contains 112222 members 
Entering Unmasked Estep 
Score: -32186832.000000 Penalty: 14561.140625
	Iteration 11F: 3 clusters Score -3.218683e+07 nChanged 10199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 122377 members 
Entering Unmasked Estep 
Score: -32195298.000000 Penalty: 14561.140625
	Iteration 12F: 3 clusters Score -3.21953e+07 nChanged 9018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 131391 members 
Entering Unmasked Estep 
Score: -32203276.000000 Penalty: 14561.140625
	Iteration 13F: 3 clusters Score -3.220328e+07 nChanged 6546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 137929 members 
Entering Unmasked Estep 
Score: -32209094.000000 Penalty: 14561.140625
	Iteration 14Q: 3 clusters Score -3.220909e+07 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 141599 members 
Entering Unmasked Estep 
Score: -32212524.000000 Penalty: 14561.140625
	Iteration 15Q: 3 clusters Score -3.221252e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 143273 members 
Entering Unmasked Estep 
Score: -32214038.000000 Penalty: 14561.140625
	Iteration 16Q: 3 clusters Score -3.221404e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 143928 members 
Entering Unmasked Estep 
Score: -32214534.000000 Penalty: 14561.140625
	Iteration 17Q: 3 clusters Score -3.221453e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 144201 members 
Entering Unmasked Estep 
Score: -32214710.000000 Penalty: 14561.140625
	Iteration 18Q: 3 clusters Score -3.221471e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 144358 members 
Entering Unmasked Estep 
Score: -32214900.000000 Penalty: 14561.140625
	Iteration 19Q: 3 clusters Score -3.22149e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 144442 members 
Entering Unmasked Estep 
Score: -32214970.000000 Penalty: 14561.140625
	Iteration 20F: 3 clusters Score -3.221497e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 144493 members 
Entering Unmasked Estep 
Score: -32215084.000000 Penalty: 14561.140625
	Iteration 21Q: 3 clusters Score -3.221508e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 144536 members 
Entering Unmasked Estep 
Score: -32215198.000000 Penalty: 14561.140625
	Iteration 22Q: 3 clusters Score -3.22152e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 144568 members 
Entering Unmasked Estep 
Score: -32215266.000000 Penalty: 14561.140625
	Iteration 23Q: 3 clusters Score -3.221527e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 144583 members 
Entering Unmasked Estep 
Score: -32215326.000000 Penalty: 14561.140625
	Iteration 24Q: 3 clusters Score -3.221533e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 144588 members 
Entering Unmasked Estep 
Score: -32215322.000000 Penalty: 14561.140625
	Iteration 25Q: 3 clusters Score -3.221532e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 144592 members 
Entering Unmasked Estep 
Score: -32215320.000000 Penalty: 14561.140625
	Iteration 26Q: 3 clusters Score -3.221532e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 144597 members 
Entering Unmasked Estep 
Score: -32215346.000000 Penalty: 14561.140625
	Iteration 27Q: 3 clusters Score -3.221535e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 144596 members 
Entering Unmasked Estep 
Score: -32215354.000000 Penalty: 14561.140625
	Iteration 28Q: 3 clusters Score -3.221535e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 144596 members 
Entering Unmasked Estep 
Score: -32215340.000000 Penalty: 14561.140625
	Iteration 29Q: 3 clusters Score -3.221534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 144596 members 
Entering Unmasked Estep 
Score: -32215340.000000 Penalty: 14561.140625
	Iteration 30Q: 3 clusters Score -3.221534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 144597 members 
Entering Unmasked Estep 
Score: -32215346.000000 Penalty: 14561.140625
	Iteration 31Q: 3 clusters Score -3.221535e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 144599 members 
Entering Unmasked Estep 
Score: -32215344.000000 Penalty: 14561.140625
	Iteration 32Q: 3 clusters Score -3.221534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 144601 members 
Entering Unmasked Estep 
Score: -32215356.000000 Penalty: 14561.140625
	Iteration 33Q: 3 clusters Score -3.221536e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 144602 members 
Entering Unmasked Estep 
Score: -32215352.000000 Penalty: 14561.140625
	Iteration 34Q: 3 clusters Score -3.221535e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 144602 members 
Entering Unmasked Estep 
Score: -32215352.000000 Penalty: 14561.140625
	Iteration 35F: 3 clusters Score -3.221535e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (34594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34594 members 
Entering Unmasked Estep 
Score: -7371202.000000 Penalty: 6401.503906
	Iteration 0F: 2 clusters Score -7371202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -7345241.500000 Penalty: 12803.007812
	Iteration 0F: 3 clusters Score -7345242 nChanged 14968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -7353273.000000 Penalty: 12803.007812
	Iteration 1F: 3 clusters Score -7353273 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -7354222.500000 Penalty: 12803.007812
	Iteration 2F: 3 clusters Score -7354222 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -7355160.000000 Penalty: 12803.007812
	Iteration 3F: 3 clusters Score -7355160 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -7356193.500000 Penalty: 12803.007812
	Iteration 4F: 3 clusters Score -7356194 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -7357335.000000 Penalty: 12803.007812
	Iteration 5F: 3 clusters Score -7357335 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -7358568.500000 Penalty: 12803.007812
	Iteration 6F: 3 clusters Score -7358568 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -7359962.000000 Penalty: 12803.007812
	Iteration 7F: 3 clusters Score -7359962 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -7361337.000000 Penalty: 12803.007812
	Iteration 8F: 3 clusters Score -7361337 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -7362774.000000 Penalty: 12803.007812
	Iteration 9F: 3 clusters Score -7362774 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -7363904.000000 Penalty: 12803.007812
	Iteration 10F: 3 clusters Score -7363904 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -7364868.000000 Penalty: 12803.007812
	Iteration 11Q: 3 clusters Score -7364868 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -7365538.000000 Penalty: 12803.007812
	Iteration 12Q: 3 clusters Score -7365538 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -7365957.500000 Penalty: 12803.007812
	Iteration 13Q: 3 clusters Score -7365958 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -7366233.000000 Penalty: 12803.007812
	Iteration 14Q: 3 clusters Score -7366233 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -7366482.500000 Penalty: 12803.007812
	Iteration 15Q: 3 clusters Score -7366482 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -7366673.000000 Penalty: 12803.007812
	Iteration 16Q: 3 clusters Score -7366673 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -7366843.000000 Penalty: 12803.007812
	Iteration 17Q: 3 clusters Score -7366843 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -7366966.000000 Penalty: 12803.007812
	Iteration 18Q: 3 clusters Score -7366966 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -7367141.000000 Penalty: 12803.007812
	Iteration 19Q: 3 clusters Score -7367141 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -7367273.000000 Penalty: 12803.007812
	Iteration 20F: 3 clusters Score -7367273 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -7367502.000000 Penalty: 12803.007812
	Iteration 21Q: 3 clusters Score -7367502 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -7367662.000000 Penalty: 12803.007812
	Iteration 22Q: 3 clusters Score -7367662 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -7367858.000000 Penalty: 12803.007812
	Iteration 23Q: 3 clusters Score -7367858 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -7368009.500000 Penalty: 12803.007812
	Iteration 24Q: 3 clusters Score -7368010 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -7368161.000000 Penalty: 12803.007812
	Iteration 25Q: 3 clusters Score -7368161 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -7368234.000000 Penalty: 12803.007812
	Iteration 26Q: 3 clusters Score -7368234 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -7368321.000000 Penalty: 12803.007812
	Iteration 27Q: 3 clusters Score -7368321 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -7368411.000000 Penalty: 12803.007812
	Iteration 28Q: 3 clusters Score -7368411 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -7368478.500000 Penalty: 12803.007812
	Iteration 29Q: 3 clusters Score -7368478 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -7368501.000000 Penalty: 12803.007812
	Iteration 30Q: 3 clusters Score -7368501 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -7368560.000000 Penalty: 12803.007812
	Iteration 31Q: 3 clusters Score -7368560 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -7368572.000000 Penalty: 12803.007812
	Iteration 32Q: 3 clusters Score -7368572 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -7368589.000000 Penalty: 12803.007812
	Iteration 33Q: 3 clusters Score -7368589 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -7368632.500000 Penalty: 12803.007812
	Iteration 34Q: 3 clusters Score -7368632 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -7368664.000000 Penalty: 12803.007812
	Iteration 35Q: 3 clusters Score -7368664 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -7368675.000000 Penalty: 12803.007812
	Iteration 36Q: 3 clusters Score -7368675 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -7368701.500000 Penalty: 12803.007812
	Iteration 37Q: 3 clusters Score -7368702 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -7368708.000000 Penalty: 12803.007812
	Iteration 38Q: 3 clusters Score -7368708 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -7368707.000000 Penalty: 12803.007812
	Iteration 39Q: 3 clusters Score -7368707 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -7368692.000000 Penalty: 12803.007812
	Iteration 40F: 3 clusters Score -7368692 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -7368714.500000 Penalty: 12803.007812
	Iteration 41Q: 3 clusters Score -7368714 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -7368740.500000 Penalty: 12803.007812
	Iteration 42Q: 3 clusters Score -7368740 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -7368751.500000 Penalty: 12803.007812
	Iteration 43Q: 3 clusters Score -7368752 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -7368760.500000 Penalty: 12803.007812
	Iteration 44Q: 3 clusters Score -7368760 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -7368740.500000 Penalty: 12803.007812
	Iteration 45Q: 3 clusters Score -7368740 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -7368754.500000 Penalty: 12803.007812
	Iteration 46Q: 3 clusters Score -7368754 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -7368747.500000 Penalty: 12803.007812
	Iteration 47Q: 3 clusters Score -7368748 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -7368744.000000 Penalty: 12803.007812
	Iteration 48Q: 3 clusters Score -7368744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -7368748.000000 Penalty: 12803.007812
	Iteration 49Q: 3 clusters Score -7368748 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -7368740.500000 Penalty: 12803.007812
	Iteration 50Q: 3 clusters Score -7368740 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -7368739.500000 Penalty: 12803.007812
	Iteration 51Q: 3 clusters Score -7368740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -7368734.500000 Penalty: 12803.007812
	Iteration 52Q: 3 clusters Score -7368734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -7368753.500000 Penalty: 12803.007812
	Iteration 53Q: 3 clusters Score -7368754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -7368749.000000 Penalty: 12803.007812
	Iteration 54Q: 3 clusters Score -7368749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -7368754.500000 Penalty: 12803.007812
	Iteration 55Q: 3 clusters Score -7368754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -7368744.500000 Penalty: 12803.007812
	Iteration 56Q: 3 clusters Score -7368744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -7368753.000000 Penalty: 12803.007812
	Iteration 57Q: 3 clusters Score -7368753 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -7368764.000000 Penalty: 12803.007812
	Iteration 58Q: 3 clusters Score -7368764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -7368768.500000 Penalty: 12803.007812
	Iteration 59Q: 3 clusters Score -7368768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -7368768.000000 Penalty: 12803.007812
	Iteration 60F: 3 clusters Score -7368768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -7368761.000000 Penalty: 12803.007812
	Iteration 61Q: 3 clusters Score -7368761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -7368758.000000 Penalty: 12803.007812
	Iteration 62Q: 3 clusters Score -7368758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -7368769.000000 Penalty: 12803.007812
	Iteration 63Q: 3 clusters Score -7368769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -7368768.000000 Penalty: 12803.007812
	Iteration 64Q: 3 clusters Score -7368768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -7368774.500000 Penalty: 12803.007812
	Iteration 65Q: 3 clusters Score -7368774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -7368769.500000 Penalty: 12803.007812
	Iteration 66Q: 3 clusters Score -7368770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -7368769.500000 Penalty: 12803.007812
	Iteration 67F: 3 clusters Score -7368770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -1267453.125000 Penalty: 5317.743164
	Iteration 0F: 2 clusters Score -1267453 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 2938 members 
Entering Unmasked Estep 
Score: -1259738.000000 Penalty: 10635.486328
	Iteration 0F: 3 clusters Score -1259738 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1261013.125000 Penalty: 10635.486328
	Iteration 1F: 3 clusters Score -1261013 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1261371.375000 Penalty: 10635.486328
	Iteration 2F: 3 clusters Score -1261371 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1261550.125000 Penalty: 10635.486328
	Iteration 3Q: 3 clusters Score -1261550 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1261706.625000 Penalty: 10635.486328
	Iteration 4Q: 3 clusters Score -1261707 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1261835.875000 Penalty: 10635.486328
	Iteration 5Q: 3 clusters Score -1261836 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1261923.625000 Penalty: 10635.486328
	Iteration 6Q: 3 clusters Score -1261924 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1261980.500000 Penalty: 10635.486328
	Iteration 7Q: 3 clusters Score -1261980 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1262018.500000 Penalty: 10635.486328
	Iteration 8Q: 3 clusters Score -1262018 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1262038.500000 Penalty: 10635.486328
	Iteration 9Q: 3 clusters Score -1262038 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1262060.625000 Penalty: 10635.486328
	Iteration 10Q: 3 clusters Score -1262061 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1262080.125000 Penalty: 10635.486328
	Iteration 11Q: 3 clusters Score -1262080 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1262097.250000 Penalty: 10635.486328
	Iteration 12Q: 3 clusters Score -1262097 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1262106.250000 Penalty: 10635.486328
	Iteration 13Q: 3 clusters Score -1262106 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1262116.000000 Penalty: 10635.486328
	Iteration 14Q: 3 clusters Score -1262116 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1262129.500000 Penalty: 10635.486328
	Iteration 15Q: 3 clusters Score -1262130 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1262144.125000 Penalty: 10635.486328
	Iteration 16Q: 3 clusters Score -1262144 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1262160.875000 Penalty: 10635.486328
	Iteration 17Q: 3 clusters Score -1262161 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1262174.000000 Penalty: 10635.486328
	Iteration 18Q: 3 clusters Score -1262174 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1262191.375000 Penalty: 10635.486328
	Iteration 19Q: 3 clusters Score -1262191 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1262201.625000 Penalty: 10635.486328
	Iteration 20F: 3 clusters Score -1262202 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1262214.750000 Penalty: 10635.486328
	Iteration 21Q: 3 clusters Score -1262215 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1262218.000000 Penalty: 10635.486328
	Iteration 22Q: 3 clusters Score -1262218 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1262230.875000 Penalty: 10635.486328
	Iteration 23Q: 3 clusters Score -1262231 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1262235.250000 Penalty: 10635.486328
	Iteration 24Q: 3 clusters Score -1262235 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1262241.500000 Penalty: 10635.486328
	Iteration 25Q: 3 clusters Score -1262242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1262245.875000 Penalty: 10635.486328
	Iteration 26Q: 3 clusters Score -1262246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1262252.250000 Penalty: 10635.486328
	Iteration 27Q: 3 clusters Score -1262252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1262257.500000 Penalty: 10635.486328
	Iteration 28Q: 3 clusters Score -1262258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1262257.750000 Penalty: 10635.486328
	Iteration 29Q: 3 clusters Score -1262258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1262256.375000 Penalty: 10635.486328
	Iteration 30Q: 3 clusters Score -1262256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1262259.750000 Penalty: 10635.486328
	Iteration 31Q: 3 clusters Score -1262260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1262263.625000 Penalty: 10635.486328
	Iteration 32Q: 3 clusters Score -1262264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1262263.625000 Penalty: 10635.486328
	Iteration 33Q: 3 clusters Score -1262264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1262264.500000 Penalty: 10635.486328
	Iteration 34Q: 3 clusters Score -1262264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1262269.625000 Penalty: 10635.486328
	Iteration 35Q: 3 clusters Score -1262270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1262268.375000 Penalty: 10635.486328
	Iteration 36Q: 3 clusters Score -1262268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1262270.875000 Penalty: 10635.486328
	Iteration 37Q: 3 clusters Score -1262271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1262270.000000 Penalty: 10635.486328
	Iteration 38Q: 3 clusters Score -1262270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1262276.500000 Penalty: 10635.486328
	Iteration 39Q: 3 clusters Score -1262276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1262276.000000 Penalty: 10635.486328
	Iteration 40F: 3 clusters Score -1262276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1262277.250000 Penalty: 10635.486328
	Iteration 41Q: 3 clusters Score -1262277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1262279.250000 Penalty: 10635.486328
	Iteration 42Q: 3 clusters Score -1262279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1262280.750000 Penalty: 10635.486328
	Iteration 43Q: 3 clusters Score -1262281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1262278.125000 Penalty: 10635.486328
	Iteration 44Q: 3 clusters Score -1262278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1262279.625000 Penalty: 10635.486328
	Iteration 45Q: 3 clusters Score -1262280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1262278.375000 Penalty: 10635.486328
	Iteration 46Q: 3 clusters Score -1262278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1262278.875000 Penalty: 10635.486328
	Iteration 47Q: 3 clusters Score -1262279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1262278.875000 Penalty: 10635.486328
	Iteration 48F: 3 clusters Score -1262279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Entering Unmasked Estep 
Score: -1717034.375000 Penalty: 5479.016113
	Iteration 0F: 2 clusters Score -1717034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1708227.125000 Penalty: 10958.032227
	Iteration 0F: 3 clusters Score -1708227 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1709856.000000 Penalty: 10958.032227
	Iteration 1F: 3 clusters Score -1709856 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1710228.375000 Penalty: 10958.032227
	Iteration 2F: 3 clusters Score -1710228 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1710466.000000 Penalty: 10958.032227
	Iteration 3Q: 3 clusters Score -1710466 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1710637.375000 Penalty: 10958.032227
	Iteration 4Q: 3 clusters Score -1710637 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1710762.625000 Penalty: 10958.032227
	Iteration 5Q: 3 clusters Score -1710763 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1710844.750000 Penalty: 10958.032227
	Iteration 6Q: 3 clusters Score -1710845 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1710912.750000 Penalty: 10958.032227
	Iteration 7Q: 3 clusters Score -1710913 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1710952.875000 Penalty: 10958.032227
	Iteration 8Q: 3 clusters Score -1710953 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1710986.000000 Penalty: 10958.032227
	Iteration 9Q: 3 clusters Score -1710986 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1711011.000000 Penalty: 10958.032227
	Iteration 10Q: 3 clusters Score -1711011 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1711032.000000 Penalty: 10958.032227
	Iteration 11Q: 3 clusters Score -1711032 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1711047.375000 Penalty: 10958.032227
	Iteration 12Q: 3 clusters Score -1711047 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1711072.500000 Penalty: 10958.032227
	Iteration 13Q: 3 clusters Score -1711072 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1711079.750000 Penalty: 10958.032227
	Iteration 14Q: 3 clusters Score -1711080 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1711096.625000 Penalty: 10958.032227
	Iteration 15Q: 3 clusters Score -1711097 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1711107.000000 Penalty: 10958.032227
	Iteration 16Q: 3 clusters Score -1711107 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1711113.250000 Penalty: 10958.032227
	Iteration 17Q: 3 clusters Score -1711113 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1711116.500000 Penalty: 10958.032227
	Iteration 18Q: 3 clusters Score -1711116 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1711126.375000 Penalty: 10958.032227
	Iteration 19Q: 3 clusters Score -1711126 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1711133.625000 Penalty: 10958.032227
	Iteration 20F: 3 clusters Score -1711134 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1711143.750000 Penalty: 10958.032227
	Iteration 21Q: 3 clusters Score -1711144 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1711160.625000 Penalty: 10958.032227
	Iteration 22Q: 3 clusters Score -1711161 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1711166.875000 Penalty: 10958.032227
	Iteration 23Q: 3 clusters Score -1711167 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1711169.250000 Penalty: 10958.032227
	Iteration 24Q: 3 clusters Score -1711169 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1711177.500000 Penalty: 10958.032227
	Iteration 25Q: 3 clusters Score -1711178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1711183.375000 Penalty: 10958.032227
	Iteration 26Q: 3 clusters Score -1711183 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1711193.000000 Penalty: 10958.032227
	Iteration 27Q: 3 clusters Score -1711193 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1711199.625000 Penalty: 10958.032227
	Iteration 28Q: 3 clusters Score -1711200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1711203.250000 Penalty: 10958.032227
	Iteration 29Q: 3 clusters Score -1711203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1711205.500000 Penalty: 10958.032227
	Iteration 30Q: 3 clusters Score -1711206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1711213.500000 Penalty: 10958.032227
	Iteration 31Q: 3 clusters Score -1711214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1711216.000000 Penalty: 10958.032227
	Iteration 32Q: 3 clusters Score -1711216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1711214.375000 Penalty: 10958.032227
	Iteration 33Q: 3 clusters Score -1711214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1711218.875000 Penalty: 10958.032227
	Iteration 34Q: 3 clusters Score -1711219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1711219.125000 Penalty: 10958.032227
	Iteration 35Q: 3 clusters Score -1711219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1711222.125000 Penalty: 10958.032227
	Iteration 36Q: 3 clusters Score -1711222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1711218.875000 Penalty: 10958.032227
	Iteration 37Q: 3 clusters Score -1711219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1711219.375000 Penalty: 10958.032227
	Iteration 38Q: 3 clusters Score -1711219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1711220.250000 Penalty: 10958.032227
	Iteration 39Q: 3 clusters Score -1711220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1711217.375000 Penalty: 10958.032227
	Iteration 40F: 3 clusters Score -1711217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1711221.875000 Penalty: 10958.032227
	Iteration 41Q: 3 clusters Score -1711222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1711220.375000 Penalty: 10958.032227
	Iteration 42Q: 3 clusters Score -1711220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1711225.250000 Penalty: 10958.032227
	Iteration 43Q: 3 clusters Score -1711225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1711223.375000 Penalty: 10958.032227
	Iteration 44Q: 3 clusters Score -1711223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1711224.875000 Penalty: 10958.032227
	Iteration 45Q: 3 clusters Score -1711225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1711228.500000 Penalty: 10958.032227
	Iteration 46Q: 3 clusters Score -1711228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1711228.875000 Penalty: 10958.032227
	Iteration 47Q: 3 clusters Score -1711229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1711229.000000 Penalty: 10958.032227
	Iteration 48Q: 3 clusters Score -1711229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1711231.875000 Penalty: 10958.032227
	Iteration 49Q: 3 clusters Score -1711232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1711230.750000 Penalty: 10958.032227
	Iteration 50Q: 3 clusters Score -1711231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1711230.750000 Penalty: 10958.032227
	Iteration 51F: 3 clusters Score -1711231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Entering Unmasked Estep 
Score: -394009.250000 Penalty: 4578.992188
	Iteration 0F: 2 clusters Score -394009.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -389143.000000 Penalty: 9157.984375
	Iteration 0F: 3 clusters Score -389143 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -389658.437500 Penalty: 9157.984375
	Iteration 1F: 3 clusters Score -389658.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -389791.406250 Penalty: 9157.984375
	Iteration 2Q: 3 clusters Score -389791.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -389839.781250 Penalty: 9157.984375
	Iteration 3Q: 3 clusters Score -389839.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -389907.312500 Penalty: 9157.984375
	Iteration 4Q: 3 clusters Score -389907.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -389959.093750 Penalty: 9157.984375
	Iteration 5Q: 3 clusters Score -389959.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -389994.656250 Penalty: 9157.984375
	Iteration 6Q: 3 clusters Score -389994.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -390008.468750 Penalty: 9157.984375
	Iteration 7Q: 3 clusters Score -390008.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -390019.562500 Penalty: 9157.984375
	Iteration 8Q: 3 clusters Score -390019.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -390025.750000 Penalty: 9157.984375
	Iteration 9Q: 3 clusters Score -390025.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -390025.750000 Penalty: 9157.984375
	Iteration 10F: 3 clusters Score -390025.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Entering Unmasked Estep 
Score: -2052929.125000 Penalty: 5610.045410
	Iteration 0F: 2 clusters Score -2052929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -2043022.625000 Penalty: 11220.090820
	Iteration 0F: 3 clusters Score -2043023 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -2045046.000000 Penalty: 11220.090820
	Iteration 1F: 3 clusters Score -2045046 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -2045606.625000 Penalty: 11220.090820
	Iteration 2F: 3 clusters Score -2045607 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -2046097.250000 Penalty: 11220.090820
	Iteration 3F: 3 clusters Score -2046097 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -2046574.875000 Penalty: 11220.090820
	Iteration 4Q: 3 clusters Score -2046575 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -2046978.500000 Penalty: 11220.090820
	Iteration 5Q: 3 clusters Score -2046978 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -2047269.750000 Penalty: 11220.090820
	Iteration 6Q: 3 clusters Score -2047270 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -2047512.375000 Penalty: 11220.090820
	Iteration 7Q: 3 clusters Score -2047512 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -2047689.750000 Penalty: 11220.090820
	Iteration 8Q: 3 clusters Score -2047690 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -2047822.375000 Penalty: 11220.090820
	Iteration 9Q: 3 clusters Score -2047822 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -2047943.375000 Penalty: 11220.090820
	Iteration 10Q: 3 clusters Score -2047943 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -2048059.000000 Penalty: 11220.090820
	Iteration 11Q: 3 clusters Score -2048059 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -2048173.000000 Penalty: 11220.090820
	Iteration 12Q: 3 clusters Score -2048173 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -2048283.125000 Penalty: 11220.090820
	Iteration 13Q: 3 clusters Score -2048283 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -2048389.625000 Penalty: 11220.090820
	Iteration 14Q: 3 clusters Score -2048390 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -2048500.000000 Penalty: 11220.090820
	Iteration 15Q: 3 clusters Score -2048500 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -2048615.375000 Penalty: 11220.090820
	Iteration 16Q: 3 clusters Score -2048615 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -2048721.625000 Penalty: 11220.090820
	Iteration 17Q: 3 clusters Score -2048722 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -2048836.625000 Penalty: 11220.090820
	Iteration 18Q: 3 clusters Score -2048837 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -2048927.250000 Penalty: 11220.090820
	Iteration 19Q: 3 clusters Score -2048927 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -2049029.500000 Penalty: 11220.090820
	Iteration 20F: 3 clusters Score -2049030 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -2049129.500000 Penalty: 11220.090820
	Iteration 21Q: 3 clusters Score -2049130 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -2049212.375000 Penalty: 11220.090820
	Iteration 22Q: 3 clusters Score -2049212 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -2049273.375000 Penalty: 11220.090820
	Iteration 23Q: 3 clusters Score -2049273 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -2049318.125000 Penalty: 11220.090820
	Iteration 24Q: 3 clusters Score -2049318 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -2049360.000000 Penalty: 11220.090820
	Iteration 25Q: 3 clusters Score -2049360 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -2049399.500000 Penalty: 11220.090820
	Iteration 26Q: 3 clusters Score -2049400 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -2049444.625000 Penalty: 11220.090820
	Iteration 27Q: 3 clusters Score -2049445 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -2049478.125000 Penalty: 11220.090820
	Iteration 28Q: 3 clusters Score -2049478 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -2049513.250000 Penalty: 11220.090820
	Iteration 29Q: 3 clusters Score -2049513 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -2049530.750000 Penalty: 11220.090820
	Iteration 30Q: 3 clusters Score -2049531 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -2049551.750000 Penalty: 11220.090820
	Iteration 31Q: 3 clusters Score -2049552 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -2049572.000000 Penalty: 11220.090820
	Iteration 32Q: 3 clusters Score -2049572 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -2049582.750000 Penalty: 11220.090820
	Iteration 33Q: 3 clusters Score -2049583 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -2049596.375000 Penalty: 11220.090820
	Iteration 34Q: 3 clusters Score -2049596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -2049604.500000 Penalty: 11220.090820
	Iteration 35Q: 3 clusters Score -2049604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -2049613.250000 Penalty: 11220.090820
	Iteration 36Q: 3 clusters Score -2049613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -2049615.125000 Penalty: 11220.090820
	Iteration 37Q: 3 clusters Score -2049615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -2049623.125000 Penalty: 11220.090820
	Iteration 38Q: 3 clusters Score -2049623 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -2049621.750000 Penalty: 11220.090820
	Iteration 39Q: 3 clusters Score -2049622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -2049625.625000 Penalty: 11220.090820
	Iteration 40F: 3 clusters Score -2049626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -2049628.875000 Penalty: 11220.090820
	Iteration 41Q: 3 clusters Score -2049629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -2049627.250000 Penalty: 11220.090820
	Iteration 42Q: 3 clusters Score -2049627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -2049630.000000 Penalty: 11220.090820
	Iteration 43Q: 3 clusters Score -2049630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -2049638.625000 Penalty: 11220.090820
	Iteration 44Q: 3 clusters Score -2049639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -2049636.500000 Penalty: 11220.090820
	Iteration 45Q: 3 clusters Score -2049636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -2049637.125000 Penalty: 11220.090820
	Iteration 46Q: 3 clusters Score -2049637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -2049639.375000 Penalty: 11220.090820
	Iteration 47Q: 3 clusters Score -2049639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -2049640.125000 Penalty: 11220.090820
	Iteration 48Q: 3 clusters Score -2049640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -2049645.500000 Penalty: 11220.090820
	Iteration 49Q: 3 clusters Score -2049646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -2049641.375000 Penalty: 11220.090820
	Iteration 50Q: 3 clusters Score -2049641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -2049646.125000 Penalty: 11220.090820
	Iteration 51Q: 3 clusters Score -2049646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -2049644.250000 Penalty: 11220.090820
	Iteration 52Q: 3 clusters Score -2049644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -2049646.750000 Penalty: 11220.090820
	Iteration 53Q: 3 clusters Score -2049647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -2049643.625000 Penalty: 11220.090820
	Iteration 54Q: 3 clusters Score -2049644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -2049645.750000 Penalty: 11220.090820
	Iteration 55Q: 3 clusters Score -2049646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -2049647.375000 Penalty: 11220.090820
	Iteration 56Q: 3 clusters Score -2049647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -2049650.875000 Penalty: 11220.090820
	Iteration 57Q: 3 clusters Score -2049651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -2049650.875000 Penalty: 11220.090820
	Iteration 58F: 3 clusters Score -2049651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (49447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49447 members 
Entering Unmasked Estep 
Score: -11048705.000000 Penalty: 6620.302246
	Iteration 0F: 2 clusters Score -1.10487e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 25058 members 
Entering Unmasked Estep 
Score: -11013293.000000 Penalty: 13240.604492
	Iteration 0F: 3 clusters Score -1.101329e+07 nChanged 21806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 26782 members 
Entering Unmasked Estep 
Score: -11024900.000000 Penalty: 13240.604492
	Iteration 1F: 3 clusters Score -1.10249e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -11025993.000000 Penalty: 13240.604492
	Iteration 2F: 3 clusters Score -1.102599e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 29655 members 
Entering Unmasked Estep 
Score: -11027390.000000 Penalty: 13240.604492
	Iteration 3F: 3 clusters Score -1.102739e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 31722 members 
Entering Unmasked Estep 
Score: -11029163.000000 Penalty: 13240.604492
	Iteration 4F: 3 clusters Score -1.102916e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 34302 members 
Entering Unmasked Estep 
Score: -11031816.000000 Penalty: 13240.604492
	Iteration 5F: 3 clusters Score -1.103182e+07 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 37222 members 
Entering Unmasked Estep 
Score: -11035269.000000 Penalty: 13240.604492
	Iteration 6F: 3 clusters Score -1.103527e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 39922 members 
Entering Unmasked Estep 
Score: -11038657.000000 Penalty: 13240.604492
	Iteration 7F: 3 clusters Score -1.103866e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 41816 members 
Entering Unmasked Estep 
Score: -11041429.000000 Penalty: 13240.604492
	Iteration 8F: 3 clusters Score -1.104143e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 42791 members 
Entering Unmasked Estep 
Score: -11043490.000000 Penalty: 13240.604492
	Iteration 9Q: 3 clusters Score -1.104349e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 43207 members 
Entering Unmasked Estep 
Score: -11045393.000000 Penalty: 13240.604492
	Iteration 10Q: 3 clusters Score -1.104539e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 43166 members 
Entering Unmasked Estep 
Score: -11046861.000000 Penalty: 13240.604492
	Iteration 11Q: 3 clusters Score -1.104686e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 43052 members 
Entering Unmasked Estep 
Score: -11047516.000000 Penalty: 13240.604492
	Iteration 12Q: 3 clusters Score -1.104752e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 42926 members 
Entering Unmasked Estep 
Score: -11047766.000000 Penalty: 13240.604492
	Iteration 13Q: 3 clusters Score -1.104777e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 42824 members 
Entering Unmasked Estep 
Score: -11047916.000000 Penalty: 13240.604492
	Iteration 14Q: 3 clusters Score -1.104792e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 42742 members 
Entering Unmasked Estep 
Score: -11048016.000000 Penalty: 13240.604492
	Iteration 15Q: 3 clusters Score -1.104802e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 42682 members 
Entering Unmasked Estep 
Score: -11048077.000000 Penalty: 13240.604492
	Iteration 16Q: 3 clusters Score -1.104808e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 42657 members 
Entering Unmasked Estep 
Score: -11048090.000000 Penalty: 13240.604492
	Iteration 17Q: 3 clusters Score -1.104809e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 42642 members 
Entering Unmasked Estep 
Score: -11048104.000000 Penalty: 13240.604492
	Iteration 18Q: 3 clusters Score -1.10481e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 42632 members 
Entering Unmasked Estep 
Score: -11048111.000000 Penalty: 13240.604492
	Iteration 19Q: 3 clusters Score -1.104811e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 42606 members 
Entering Unmasked Estep 
Score: -11048119.000000 Penalty: 13240.604492
	Iteration 20F: 3 clusters Score -1.104812e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 42588 members 
Entering Unmasked Estep 
Score: -11048111.000000 Penalty: 13240.604492
	Iteration 21Q: 3 clusters Score -1.104811e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 42568 members 
Entering Unmasked Estep 
Score: -11048117.000000 Penalty: 13240.604492
	Iteration 22Q: 3 clusters Score -1.104812e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 42556 members 
Entering Unmasked Estep 
Score: -11048139.000000 Penalty: 13240.604492
	Iteration 23Q: 3 clusters Score -1.104814e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 42548 members 
Entering Unmasked Estep 
Score: -11048141.000000 Penalty: 13240.604492
	Iteration 24Q: 3 clusters Score -1.104814e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 42545 members 
Entering Unmasked Estep 
Score: -11048128.000000 Penalty: 13240.604492
	Iteration 25Q: 3 clusters Score -1.104813e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 42542 members 
Entering Unmasked Estep 
Score: -11048123.000000 Penalty: 13240.604492
	Iteration 26Q: 3 clusters Score -1.104812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 42543 members 
Entering Unmasked Estep 
Score: -11048119.000000 Penalty: 13240.604492
	Iteration 27Q: 3 clusters Score -1.104812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 42542 members 
Entering Unmasked Estep 
Score: -11048144.000000 Penalty: 13240.604492
	Iteration 28Q: 3 clusters Score -1.104814e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 42541 members 
Entering Unmasked Estep 
Score: -11048143.000000 Penalty: 13240.604492
	Iteration 29Q: 3 clusters Score -1.104814e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 42538 members 
Entering Unmasked Estep 
Score: -11048138.000000 Penalty: 13240.604492
	Iteration 30Q: 3 clusters Score -1.104814e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 42537 members 
Entering Unmasked Estep 
Score: -11048140.000000 Penalty: 13240.604492
	Iteration 31Q: 3 clusters Score -1.104814e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 42534 members 
Entering Unmasked Estep 
Score: -11048135.000000 Penalty: 13240.604492
	Iteration 32Q: 3 clusters Score -1.104814e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 42529 members 
Entering Unmasked Estep 
Score: -11048124.000000 Penalty: 13240.604492
	Iteration 33Q: 3 clusters Score -1.104812e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 42527 members 
Entering Unmasked Estep 
Score: -11048130.000000 Penalty: 13240.604492
	Iteration 34Q: 3 clusters Score -1.104813e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 42526 members 
Entering Unmasked Estep 
Score: -11048129.000000 Penalty: 13240.604492
	Iteration 35Q: 3 clusters Score -1.104813e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 42526 members 
Entering Unmasked Estep 
Score: -11048129.000000 Penalty: 13240.604492
	Iteration 36F: 3 clusters Score -1.104813e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Entering Unmasked Estep 
Score: -287337.500000 Penalty: 4417.078613
	Iteration 0F: 2 clusters Score -287337.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -283097.031250 Penalty: 8834.157227
	Iteration 0F: 3 clusters Score -283097 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -284003.750000 Penalty: 8834.157227
	Iteration 1F: 3 clusters Score -284003.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -284577.562500 Penalty: 8834.157227
	Iteration 2F: 3 clusters Score -284577.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -285105.437500 Penalty: 8834.157227
	Iteration 3F: 3 clusters Score -285105.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -285695.781250 Penalty: 8834.157227
	Iteration 4F: 3 clusters Score -285695.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -286071.875000 Penalty: 8834.157227
	Iteration 5F: 3 clusters Score -286071.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -286382.156250 Penalty: 8834.157227
	Iteration 6Q: 3 clusters Score -286382.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -286875.593750 Penalty: 8834.157227
	Iteration 7Q: 3 clusters Score -286875.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -286986.687500 Penalty: 8834.157227
	Iteration 8Q: 3 clusters Score -286986.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -287002.031250 Penalty: 8834.157227
	Iteration 9Q: 3 clusters Score -287002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -287008.968750 Penalty: 8834.157227
	Iteration 10Q: 3 clusters Score -287009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -287012.218750 Penalty: 8834.157227
	Iteration 11Q: 3 clusters Score -287012.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -287012.218750 Penalty: 8834.157227
	Iteration 12F: 3 clusters Score -287012.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Entering Unmasked Estep 
Score: -605901.937500 Penalty: 4860.766113
	Iteration 0F: 2 clusters Score -605901.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -600357.750000 Penalty: 9721.532227
	Iteration 0F: 3 clusters Score -600357.8 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -601165.250000 Penalty: 9721.532227
	Iteration 1F: 3 clusters Score -601165.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -601486.250000 Penalty: 9721.532227
	Iteration 2F: 3 clusters Score -601486.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -601687.187500 Penalty: 9721.532227
	Iteration 3Q: 3 clusters Score -601687.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -601883.500000 Penalty: 9721.532227
	Iteration 4Q: 3 clusters Score -601883.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -602128.750000 Penalty: 9721.532227
	Iteration 5Q: 3 clusters Score -602128.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -602514.687500 Penalty: 9721.532227
	Iteration 6F: 3 clusters Score -602514.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -603052.000000 Penalty: 9721.532227
	Iteration 7F: 3 clusters Score -603052 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -604228.875000 Penalty: 9721.532227
	Iteration 8F: 3 clusters Score -604228.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -605579.562500 Penalty: 9721.532227
	Iteration 9F: 3 clusters Score -605579.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -606543.937500 Penalty: 9721.532227
	Iteration 10F: 3 clusters Score -606543.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -606834.312500 Penalty: 9721.532227
	Iteration 11Q: 3 clusters Score -606834.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -606886.187500 Penalty: 9721.532227
	Iteration 12Q: 3 clusters Score -606886.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -606892.750000 Penalty: 9721.532227
	Iteration 13Q: 3 clusters Score -606892.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -606892.750000 Penalty: 9721.532227
	Iteration 14F: 3 clusters Score -606892.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 12332 members 
Mstep: Class 3 contains 10230 members 
Mstep: Class 4 contains 27145 members 
Mstep: Class 5 contains 7514 members 
Mstep: Class 6 contains 6018 members 
Mstep: Class 7 contains 34577 members 
Mstep: Class 8 contains 62580 members 
Mstep: Class 9 contains 69311 members 
Mstep: Class 10 contains 16147 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1609 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 70981 members 
Mstep: Class 15 contains 4456 members 
Mstep: Class 16 contains 145313 members 
Mstep: Class 17 contains 34594 members 
Mstep: Class 18 contains 5896 members 
Mstep: Class 19 contains 7672 members 
Mstep: Class 20 contains 1765 members 
Mstep: Class 21 contains 9502 members 
Mstep: Class 22 contains 49447 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 1185 members 
Mstep: Class 25 contains 13844 members 
Mstep: Class 26 contains 32063 members 
Mstep: Class 27 contains 11735 members 
Mstep: Class 28 contains 47173 members 
Mstep: Class 29 contains 1611 members 
Entering Unmasked Estep 
Score: -157274576.000000 Penalty: 239503.718750
Splitting cluster 24 changes total score from -157276304.000000 to -157274576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (13844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Entering Unmasked Estep 
Score: -3058809.250000 Penalty: 5840.559570
	Iteration 0F: 2 clusters Score -3058809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -3046184.250000 Penalty: 11681.119141
	Iteration 0F: 3 clusters Score -3046184 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -3049069.750000 Penalty: 11681.119141
	Iteration 1F: 3 clusters Score -3049070 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -3049550.500000 Penalty: 11681.119141
	Iteration 2F: 3 clusters Score -3049550 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -3049886.000000 Penalty: 11681.119141
	Iteration 3Q: 3 clusters Score -3049886 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -3050144.750000 Penalty: 11681.119141
	Iteration 4Q: 3 clusters Score -3050145 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -3050317.500000 Penalty: 11681.119141
	Iteration 5Q: 3 clusters Score -3050318 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -3050449.750000 Penalty: 11681.119141
	Iteration 6Q: 3 clusters Score -3050450 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -3050570.000000 Penalty: 11681.119141
	Iteration 7Q: 3 clusters Score -3050570 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -3050686.000000 Penalty: 11681.119141
	Iteration 8Q: 3 clusters Score -3050686 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -3050799.250000 Penalty: 11681.119141
	Iteration 9Q: 3 clusters Score -3050799 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -3050938.250000 Penalty: 11681.119141
	Iteration 10Q: 3 clusters Score -3050938 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -3051054.750000 Penalty: 11681.119141
	Iteration 11Q: 3 clusters Score -3051055 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -3051161.250000 Penalty: 11681.119141
	Iteration 12Q: 3 clusters Score -3051161 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -3051265.750000 Penalty: 11681.119141
	Iteration 13Q: 3 clusters Score -3051266 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -3051373.250000 Penalty: 11681.119141
	Iteration 14Q: 3 clusters Score -3051373 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -3051488.500000 Penalty: 11681.119141
	Iteration 15Q: 3 clusters Score -3051488 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -3051594.500000 Penalty: 11681.119141
	Iteration 16Q: 3 clusters Score -3051594 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -3051690.750000 Penalty: 11681.119141
	Iteration 17Q: 3 clusters Score -3051691 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -3051788.250000 Penalty: 11681.119141
	Iteration 18Q: 3 clusters Score -3051788 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -3051895.250000 Penalty: 11681.119141
	Iteration 19Q: 3 clusters Score -3051895 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -3052005.000000 Penalty: 11681.119141
	Iteration 20F: 3 clusters Score -3052005 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -3052108.250000 Penalty: 11681.119141
	Iteration 21Q: 3 clusters Score -3052108 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -3052206.500000 Penalty: 11681.119141
	Iteration 22Q: 3 clusters Score -3052206 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -3052292.000000 Penalty: 11681.119141
	Iteration 23Q: 3 clusters Score -3052292 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -3052406.500000 Penalty: 11681.119141
	Iteration 24Q: 3 clusters Score -3052406 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -3052510.000000 Penalty: 11681.119141
	Iteration 25Q: 3 clusters Score -3052510 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -3052621.250000 Penalty: 11681.119141
	Iteration 26Q: 3 clusters Score -3052621 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -3052721.750000 Penalty: 11681.119141
	Iteration 27Q: 3 clusters Score -3052722 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -3052826.750000 Penalty: 11681.119141
	Iteration 28Q: 3 clusters Score -3052827 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -3052936.000000 Penalty: 11681.119141
	Iteration 29Q: 3 clusters Score -3052936 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -3053034.750000 Penalty: 11681.119141
	Iteration 30Q: 3 clusters Score -3053035 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -3053123.750000 Penalty: 11681.119141
	Iteration 31Q: 3 clusters Score -3053124 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -3053203.500000 Penalty: 11681.119141
	Iteration 32Q: 3 clusters Score -3053204 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -3053277.250000 Penalty: 11681.119141
	Iteration 33Q: 3 clusters Score -3053277 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -3053348.000000 Penalty: 11681.119141
	Iteration 34Q: 3 clusters Score -3053348 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -3053411.500000 Penalty: 11681.119141
	Iteration 35Q: 3 clusters Score -3053412 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -3053464.000000 Penalty: 11681.119141
	Iteration 36Q: 3 clusters Score -3053464 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -3053511.250000 Penalty: 11681.119141
	Iteration 37Q: 3 clusters Score -3053511 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -3053556.250000 Penalty: 11681.119141
	Iteration 38Q: 3 clusters Score -3053556 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -3053594.750000 Penalty: 11681.119141
	Iteration 39Q: 3 clusters Score -3053595 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -3053628.500000 Penalty: 11681.119141
	Iteration 40F: 3 clusters Score -3053628 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -3053654.250000 Penalty: 11681.119141
	Iteration 41Q: 3 clusters Score -3053654 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -3053669.000000 Penalty: 11681.119141
	Iteration 42Q: 3 clusters Score -3053669 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -3053697.000000 Penalty: 11681.119141
	Iteration 43Q: 3 clusters Score -3053697 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -3053722.000000 Penalty: 11681.119141
	Iteration 44Q: 3 clusters Score -3053722 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -3053739.500000 Penalty: 11681.119141
	Iteration 45Q: 3 clusters Score -3053740 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -3053754.000000 Penalty: 11681.119141
	Iteration 46Q: 3 clusters Score -3053754 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -3053762.250000 Penalty: 11681.119141
	Iteration 47Q: 3 clusters Score -3053762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -3053765.250000 Penalty: 11681.119141
	Iteration 48Q: 3 clusters Score -3053765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -3053772.000000 Penalty: 11681.119141
	Iteration 49Q: 3 clusters Score -3053772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -3053775.000000 Penalty: 11681.119141
	Iteration 50Q: 3 clusters Score -3053775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -3053781.500000 Penalty: 11681.119141
	Iteration 51Q: 3 clusters Score -3053782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -3053786.500000 Penalty: 11681.119141
	Iteration 52Q: 3 clusters Score -3053786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -3053787.750000 Penalty: 11681.119141
	Iteration 53Q: 3 clusters Score -3053788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -3053784.750000 Penalty: 11681.119141
	Iteration 54Q: 3 clusters Score -3053785 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -3053795.000000 Penalty: 11681.119141
	Iteration 55Q: 3 clusters Score -3053795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -3053796.250000 Penalty: 11681.119141
	Iteration 56Q: 3 clusters Score -3053796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -3053797.500000 Penalty: 11681.119141
	Iteration 57Q: 3 clusters Score -3053798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -3053804.250000 Penalty: 11681.119141
	Iteration 58Q: 3 clusters Score -3053804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -3053810.750000 Penalty: 11681.119141
	Iteration 59Q: 3 clusters Score -3053811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -3053815.750000 Penalty: 11681.119141
	Iteration 60F: 3 clusters Score -3053816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -3053817.000000 Penalty: 11681.119141
	Iteration 61Q: 3 clusters Score -3053817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -3053818.500000 Penalty: 11681.119141
	Iteration 62Q: 3 clusters Score -3053818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -3053816.500000 Penalty: 11681.119141
	Iteration 63Q: 3 clusters Score -3053816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -3053823.750000 Penalty: 11681.119141
	Iteration 64Q: 3 clusters Score -3053824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -3053820.000000 Penalty: 11681.119141
	Iteration 65Q: 3 clusters Score -3053820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -3053820.000000 Penalty: 11681.119141
	Iteration 66F: 3 clusters Score -3053820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (32063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32063 members 
Entering Unmasked Estep 
Score: -7138675.000000 Penalty: 6354.967773
	Iteration 0F: 2 clusters Score -7138675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -7114442.000000 Penalty: 12709.935547
	Iteration 0F: 3 clusters Score -7114442 nChanged 13759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -7121686.500000 Penalty: 12709.935547
	Iteration 1F: 3 clusters Score -7121686 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -7122444.500000 Penalty: 12709.935547
	Iteration 2F: 3 clusters Score -7122444 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -7123005.500000 Penalty: 12709.935547
	Iteration 3Q: 3 clusters Score -7123006 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -7123395.500000 Penalty: 12709.935547
	Iteration 4Q: 3 clusters Score -7123396 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -7123709.000000 Penalty: 12709.935547
	Iteration 5Q: 3 clusters Score -7123709 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -7123962.500000 Penalty: 12709.935547
	Iteration 6Q: 3 clusters Score -7123962 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -7124196.000000 Penalty: 12709.935547
	Iteration 7Q: 3 clusters Score -7124196 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -7124409.500000 Penalty: 12709.935547
	Iteration 8Q: 3 clusters Score -7124410 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -7124658.500000 Penalty: 12709.935547
	Iteration 9Q: 3 clusters Score -7124658 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -7124879.000000 Penalty: 12709.935547
	Iteration 10Q: 3 clusters Score -7124879 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -7125108.000000 Penalty: 12709.935547
	Iteration 11Q: 3 clusters Score -7125108 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -7125395.000000 Penalty: 12709.935547
	Iteration 12Q: 3 clusters Score -7125395 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -7125745.000000 Penalty: 12709.935547
	Iteration 13Q: 3 clusters Score -7125745 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -7126078.500000 Penalty: 12709.935547
	Iteration 14Q: 3 clusters Score -7126078 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -7126471.500000 Penalty: 12709.935547
	Iteration 15Q: 3 clusters Score -7126472 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -7126870.500000 Penalty: 12709.935547
	Iteration 16Q: 3 clusters Score -7126870 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -7127302.500000 Penalty: 12709.935547
	Iteration 17Q: 3 clusters Score -7127302 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -7127711.000000 Penalty: 12709.935547
	Iteration 18Q: 3 clusters Score -7127711 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
Score: -7128086.500000 Penalty: 12709.935547
	Iteration 19Q: 3 clusters Score -7128086 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -7128469.000000 Penalty: 12709.935547
	Iteration 20F: 3 clusters Score -7128469 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -7128853.000000 Penalty: 12709.935547
	Iteration 21Q: 3 clusters Score -7128853 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -7129231.000000 Penalty: 12709.935547
	Iteration 22Q: 3 clusters Score -7129231 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 24828 members 
Entering Unmasked Estep 
Score: -7129616.500000 Penalty: 12709.935547
	Iteration 23Q: 3 clusters Score -7129616 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -7130024.500000 Penalty: 12709.935547
	Iteration 24Q: 3 clusters Score -7130024 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -7130375.500000 Penalty: 12709.935547
	Iteration 25Q: 3 clusters Score -7130376 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 26909 members 
Entering Unmasked Estep 
Score: -7130756.500000 Penalty: 12709.935547
	Iteration 26Q: 3 clusters Score -7130756 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -7131085.000000 Penalty: 12709.935547
	Iteration 27Q: 3 clusters Score -7131085 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 28120 members 
Entering Unmasked Estep 
Score: -7131459.000000 Penalty: 12709.935547
	Iteration 28Q: 3 clusters Score -7131459 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 28617 members 
Entering Unmasked Estep 
Score: -7131747.000000 Penalty: 12709.935547
	Iteration 29Q: 3 clusters Score -7131747 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 29044 members 
Entering Unmasked Estep 
Score: -7132012.500000 Penalty: 12709.935547
	Iteration 30Q: 3 clusters Score -7132012 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 29392 members 
Entering Unmasked Estep 
Score: -7132234.500000 Penalty: 12709.935547
	Iteration 31Q: 3 clusters Score -7132234 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 29698 members 
Entering Unmasked Estep 
Score: -7132436.500000 Penalty: 12709.935547
	Iteration 32Q: 3 clusters Score -7132436 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 29951 members 
Entering Unmasked Estep 
Score: -7132634.500000 Penalty: 12709.935547
	Iteration 33Q: 3 clusters Score -7132634 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 30154 members 
Entering Unmasked Estep 
Score: -7132766.500000 Penalty: 12709.935547
	Iteration 34Q: 3 clusters Score -7132766 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 30304 members 
Entering Unmasked Estep 
Score: -7132856.500000 Penalty: 12709.935547
	Iteration 35Q: 3 clusters Score -7132856 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 30411 members 
Entering Unmasked Estep 
Score: -7132921.000000 Penalty: 12709.935547
	Iteration 36Q: 3 clusters Score -7132921 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 30504 members 
Entering Unmasked Estep 
Score: -7132983.500000 Penalty: 12709.935547
	Iteration 37Q: 3 clusters Score -7132984 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 30579 members 
Entering Unmasked Estep 
Score: -7133035.000000 Penalty: 12709.935547
	Iteration 38Q: 3 clusters Score -7133035 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 30637 members 
Entering Unmasked Estep 
Score: -7133102.000000 Penalty: 12709.935547
	Iteration 39Q: 3 clusters Score -7133102 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 30679 members 
Entering Unmasked Estep 
Score: -7133119.000000 Penalty: 12709.935547
	Iteration 40F: 3 clusters Score -7133119 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
Score: -7133161.000000 Penalty: 12709.935547
	Iteration 41Q: 3 clusters Score -7133161 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 30746 members 
Entering Unmasked Estep 
Score: -7133191.500000 Penalty: 12709.935547
	Iteration 42Q: 3 clusters Score -7133192 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 30771 members 
Entering Unmasked Estep 
Score: -7133226.000000 Penalty: 12709.935547
	Iteration 43Q: 3 clusters Score -7133226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 30787 members 
Entering Unmasked Estep 
Score: -7133241.000000 Penalty: 12709.935547
	Iteration 44Q: 3 clusters Score -7133241 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 30806 members 
Entering Unmasked Estep 
Score: -7133263.000000 Penalty: 12709.935547
	Iteration 45Q: 3 clusters Score -7133263 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 30819 members 
Entering Unmasked Estep 
Score: -7133258.000000 Penalty: 12709.935547
	Iteration 46Q: 3 clusters Score -7133258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 30831 members 
Entering Unmasked Estep 
Score: -7133274.000000 Penalty: 12709.935547
	Iteration 47Q: 3 clusters Score -7133274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 30836 members 
Entering Unmasked Estep 
Score: -7133274.000000 Penalty: 12709.935547
	Iteration 48Q: 3 clusters Score -7133274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 30843 members 
Entering Unmasked Estep 
Score: -7133286.500000 Penalty: 12709.935547
	Iteration 49Q: 3 clusters Score -7133286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 30848 members 
Entering Unmasked Estep 
Score: -7133291.500000 Penalty: 12709.935547
	Iteration 50Q: 3 clusters Score -7133292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 30856 members 
Entering Unmasked Estep 
Score: -7133295.500000 Penalty: 12709.935547
	Iteration 51Q: 3 clusters Score -7133296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 30863 members 
Entering Unmasked Estep 
Score: -7133296.000000 Penalty: 12709.935547
	Iteration 52Q: 3 clusters Score -7133296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 30868 members 
Entering Unmasked Estep 
Score: -7133305.000000 Penalty: 12709.935547
	Iteration 53Q: 3 clusters Score -7133305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 30872 members 
Entering Unmasked Estep 
Score: -7133313.500000 Penalty: 12709.935547
	Iteration 54Q: 3 clusters Score -7133314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 30875 members 
Entering Unmasked Estep 
Score: -7133312.000000 Penalty: 12709.935547
	Iteration 55Q: 3 clusters Score -7133312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 30875 members 
Entering Unmasked Estep 
Score: -7133329.500000 Penalty: 12709.935547
	Iteration 56Q: 3 clusters Score -7133330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 30878 members 
Entering Unmasked Estep 
Score: -7133327.500000 Penalty: 12709.935547
	Iteration 57Q: 3 clusters Score -7133328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 30878 members 
Entering Unmasked Estep 
Score: -7133327.500000 Penalty: 12709.935547
	Iteration 58F: 3 clusters Score -7133328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Entering Unmasked Estep 
Score: -2630078.750000 Penalty: 5739.327637
	Iteration 0F: 2 clusters Score -2630079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -2618686.250000 Penalty: 11478.655273
	Iteration 0F: 3 clusters Score -2618686 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -2621215.250000 Penalty: 11478.655273
	Iteration 1F: 3 clusters Score -2621215 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -2621664.000000 Penalty: 11478.655273
	Iteration 2F: 3 clusters Score -2621664 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -2621936.750000 Penalty: 11478.655273
	Iteration 3Q: 3 clusters Score -2621937 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -2622146.000000 Penalty: 11478.655273
	Iteration 4Q: 3 clusters Score -2622146 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -2622313.250000 Penalty: 11478.655273
	Iteration 5Q: 3 clusters Score -2622313 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -2622466.000000 Penalty: 11478.655273
	Iteration 6Q: 3 clusters Score -2622466 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -2622602.500000 Penalty: 11478.655273
	Iteration 7Q: 3 clusters Score -2622602 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -2622731.000000 Penalty: 11478.655273
	Iteration 8Q: 3 clusters Score -2622731 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -2622871.500000 Penalty: 11478.655273
	Iteration 9Q: 3 clusters Score -2622872 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -2622990.750000 Penalty: 11478.655273
	Iteration 10Q: 3 clusters Score -2622991 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -2623106.000000 Penalty: 11478.655273
	Iteration 11Q: 3 clusters Score -2623106 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -2623246.000000 Penalty: 11478.655273
	Iteration 12Q: 3 clusters Score -2623246 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -2623371.500000 Penalty: 11478.655273
	Iteration 13Q: 3 clusters Score -2623372 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -2623509.750000 Penalty: 11478.655273
	Iteration 14Q: 3 clusters Score -2623510 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -2623645.750000 Penalty: 11478.655273
	Iteration 15Q: 3 clusters Score -2623646 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -2623812.250000 Penalty: 11478.655273
	Iteration 16Q: 3 clusters Score -2623812 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -2623986.250000 Penalty: 11478.655273
	Iteration 17Q: 3 clusters Score -2623986 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -2624159.000000 Penalty: 11478.655273
	Iteration 18Q: 3 clusters Score -2624159 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -2624295.000000 Penalty: 11478.655273
	Iteration 19Q: 3 clusters Score -2624295 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -2624388.500000 Penalty: 11478.655273
	Iteration 20F: 3 clusters Score -2624388 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -2624467.500000 Penalty: 11478.655273
	Iteration 21Q: 3 clusters Score -2624468 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -2624534.250000 Penalty: 11478.655273
	Iteration 22Q: 3 clusters Score -2624534 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -2624595.750000 Penalty: 11478.655273
	Iteration 23Q: 3 clusters Score -2624596 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -2624652.500000 Penalty: 11478.655273
	Iteration 24Q: 3 clusters Score -2624652 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -2624699.000000 Penalty: 11478.655273
	Iteration 25Q: 3 clusters Score -2624699 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -2624740.000000 Penalty: 11478.655273
	Iteration 26Q: 3 clusters Score -2624740 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -2624775.250000 Penalty: 11478.655273
	Iteration 27Q: 3 clusters Score -2624775 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -2624818.000000 Penalty: 11478.655273
	Iteration 28Q: 3 clusters Score -2624818 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -2624864.250000 Penalty: 11478.655273
	Iteration 29Q: 3 clusters Score -2624864 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -2624899.750000 Penalty: 11478.655273
	Iteration 30Q: 3 clusters Score -2624900 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -2624932.250000 Penalty: 11478.655273
	Iteration 31Q: 3 clusters Score -2624932 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -2624949.500000 Penalty: 11478.655273
	Iteration 32Q: 3 clusters Score -2624950 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -2624974.000000 Penalty: 11478.655273
	Iteration 33Q: 3 clusters Score -2624974 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -2624986.500000 Penalty: 11478.655273
	Iteration 34Q: 3 clusters Score -2624986 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -2624996.750000 Penalty: 11478.655273
	Iteration 35Q: 3 clusters Score -2624997 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -2625017.250000 Penalty: 11478.655273
	Iteration 36Q: 3 clusters Score -2625017 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -2625025.750000 Penalty: 11478.655273
	Iteration 37Q: 3 clusters Score -2625026 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -2625028.500000 Penalty: 11478.655273
	Iteration 38Q: 3 clusters Score -2625028 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -2625040.000000 Penalty: 11478.655273
	Iteration 39Q: 3 clusters Score -2625040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -2625055.750000 Penalty: 11478.655273
	Iteration 40F: 3 clusters Score -2625056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -2625066.250000 Penalty: 11478.655273
	Iteration 41Q: 3 clusters Score -2625066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -2625077.250000 Penalty: 11478.655273
	Iteration 42Q: 3 clusters Score -2625077 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -2625087.500000 Penalty: 11478.655273
	Iteration 43Q: 3 clusters Score -2625088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -2625091.750000 Penalty: 11478.655273
	Iteration 44Q: 3 clusters Score -2625092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -2625104.250000 Penalty: 11478.655273
	Iteration 45Q: 3 clusters Score -2625104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -2625109.500000 Penalty: 11478.655273
	Iteration 46Q: 3 clusters Score -2625110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -2625118.000000 Penalty: 11478.655273
	Iteration 47Q: 3 clusters Score -2625118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -2625130.000000 Penalty: 11478.655273
	Iteration 48Q: 3 clusters Score -2625130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -2625140.500000 Penalty: 11478.655273
	Iteration 49Q: 3 clusters Score -2625140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -2625152.500000 Penalty: 11478.655273
	Iteration 50Q: 3 clusters Score -2625152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -2625162.750000 Penalty: 11478.655273
	Iteration 51Q: 3 clusters Score -2625163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -2625164.500000 Penalty: 11478.655273
	Iteration 52Q: 3 clusters Score -2625164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -2625167.250000 Penalty: 11478.655273
	Iteration 53Q: 3 clusters Score -2625167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -2625167.250000 Penalty: 11478.655273
	Iteration 54F: 3 clusters Score -2625167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 12332 members 
Mstep: Class 3 contains 10230 members 
Mstep: Class 4 contains 27145 members 
Mstep: Class 5 contains 7514 members 
Mstep: Class 6 contains 6018 members 
Mstep: Class 7 contains 34577 members 
Mstep: Class 8 contains 62580 members 
Mstep: Class 9 contains 69311 members 
Mstep: Class 10 contains 16147 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1609 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 70981 members 
Mstep: Class 15 contains 4456 members 
Mstep: Class 16 contains 145313 members 
Mstep: Class 17 contains 34594 members 
Mstep: Class 18 contains 5896 members 
Mstep: Class 19 contains 7672 members 
Mstep: Class 20 contains 1765 members 
Mstep: Class 21 contains 9502 members 
Mstep: Class 22 contains 49447 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2796 members 
Mstep: Class 25 contains 13844 members 
Mstep: Class 26 contains 32063 members 
Mstep: Class 27 contains 11735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157277664.000000 Penalty: 231244.984375
Iteration 119Q: 29 clusters Score -1.572777e+08 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 28907 members 
Mstep: Class 2 contains 12407 members 
Mstep: Class 3 contains 10096 members 
Mstep: Class 4 contains 27146 members 
Mstep: Class 5 contains 7516 members 
Mstep: Class 6 contains 6018 members 
Mstep: Class 7 contains 34890 members 
Mstep: Class 8 contains 62604 members 
Mstep: Class 9 contains 69355 members 
Mstep: Class 10 contains 16422 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1609 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71212 members 
Mstep: Class 15 contains 4459 members 
Mstep: Class 16 contains 145834 members 
Mstep: Class 17 contains 34608 members 
Mstep: Class 18 contains 5877 members 
Mstep: Class 19 contains 7709 members 
Mstep: Class 20 contains 1764 members 
Mstep: Class 21 contains 9503 members 
Mstep: Class 22 contains 49479 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2799 members 
Mstep: Class 25 contains 13860 members 
Mstep: Class 26 contains 32140 members 
Mstep: Class 27 contains 11735 members 
Mstep: Class 28 contains 45667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157278848.000000 Penalty: 231244.984375
Iteration 120F: 29 clusters Score -1.572788e+08 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 12399 members 
Mstep: Class 3 contains 10100 members 
Mstep: Class 4 contains 27142 members 
Mstep: Class 5 contains 7514 members 
Mstep: Class 6 contains 6010 members 
Mstep: Class 7 contains 34981 members 
Mstep: Class 8 contains 62539 members 
Mstep: Class 9 contains 69317 members 
Mstep: Class 10 contains 16196 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1609 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71264 members 
Mstep: Class 15 contains 4457 members 
Mstep: Class 16 contains 144511 members 
Mstep: Class 17 contains 34569 members 
Mstep: Class 18 contains 5873 members 
Mstep: Class 19 contains 7697 members 
Mstep: Class 20 contains 1764 members 
Mstep: Class 21 contains 9503 members 
Mstep: Class 22 contains 49351 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2799 members 
Mstep: Class 25 contains 13783 members 
Mstep: Class 26 contains 32102 members 
Mstep: Class 27 contains 11736 members 
Mstep: Class 28 contains 47500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157279616.000000 Penalty: 231244.984375
Iteration 121Q: 29 clusters Score -1.572796e+08 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 12375 members 
Mstep: Class 3 contains 10186 members 
Mstep: Class 4 contains 27140 members 
Mstep: Class 5 contains 7513 members 
Mstep: Class 6 contains 6004 members 
Mstep: Class 7 contains 35086 members 
Mstep: Class 8 contains 62519 members 
Mstep: Class 9 contains 69311 members 
Mstep: Class 10 contains 16040 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1608 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71284 members 
Mstep: Class 15 contains 4455 members 
Mstep: Class 16 contains 143683 members 
Mstep: Class 17 contains 34558 members 
Mstep: Class 18 contains 5867 members 
Mstep: Class 19 contains 7684 members 
Mstep: Class 20 contains 1763 members 
Mstep: Class 21 contains 9501 members 
Mstep: Class 22 contains 49283 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2798 members 
Mstep: Class 25 contains 13736 members 
Mstep: Class 26 contains 32118 members 
Mstep: Class 27 contains 11737 members 
Mstep: Class 28 contains 48516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157279856.000000 Penalty: 231244.984375
Iteration 122Q: 29 clusters Score -1.572799e+08 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 28767 members 
Mstep: Class 2 contains 12364 members 
Mstep: Class 3 contains 10249 members 
Mstep: Class 4 contains 27137 members 
Mstep: Class 5 contains 7514 members 
Mstep: Class 6 contains 6003 members 
Mstep: Class 7 contains 35169 members 
Mstep: Class 8 contains 62505 members 
Mstep: Class 9 contains 69306 members 
Mstep: Class 10 contains 15927 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1608 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71299 members 
Mstep: Class 15 contains 4457 members 
Mstep: Class 16 contains 143133 members 
Mstep: Class 17 contains 34539 members 
Mstep: Class 18 contains 5870 members 
Mstep: Class 19 contains 7680 members 
Mstep: Class 20 contains 1763 members 
Mstep: Class 21 contains 9503 members 
Mstep: Class 22 contains 49240 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2796 members 
Mstep: Class 25 contains 13694 members 
Mstep: Class 26 contains 32118 members 
Mstep: Class 27 contains 11736 members 
Mstep: Class 28 contains 49239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157280528.000000 Penalty: 231244.984375
Iteration 123Q: 29 clusters Score -1.572805e+08 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 12370 members 
Mstep: Class 3 contains 10311 members 
Mstep: Class 4 contains 27138 members 
Mstep: Class 5 contains 7515 members 
Mstep: Class 6 contains 6005 members 
Mstep: Class 7 contains 35227 members 
Mstep: Class 8 contains 62487 members 
Mstep: Class 9 contains 69314 members 
Mstep: Class 10 contains 15813 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1608 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71304 members 
Mstep: Class 15 contains 4452 members 
Mstep: Class 16 contains 142753 members 
Mstep: Class 17 contains 34523 members 
Mstep: Class 18 contains 5867 members 
Mstep: Class 19 contains 7679 members 
Mstep: Class 20 contains 1763 members 
Mstep: Class 21 contains 9500 members 
Mstep: Class 22 contains 49201 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2796 members 
Mstep: Class 25 contains 13669 members 
Mstep: Class 26 contains 32116 members 
Mstep: Class 27 contains 11737 members 
Mstep: Class 28 contains 49801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157280384.000000 Penalty: 231244.984375
Iteration 124Q: 29 clusters Score -1.572804e+08 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 28568 members 
Mstep: Class 2 contains 12371 members 
Mstep: Class 3 contains 10356 members 
Mstep: Class 4 contains 27142 members 
Mstep: Class 5 contains 7524 members 
Mstep: Class 6 contains 6009 members 
Mstep: Class 7 contains 35265 members 
Mstep: Class 8 contains 62478 members 
Mstep: Class 9 contains 69313 members 
Mstep: Class 10 contains 15716 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1607 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71293 members 
Mstep: Class 15 contains 4450 members 
Mstep: Class 16 contains 142484 members 
Mstep: Class 17 contains 34514 members 
Mstep: Class 18 contains 5867 members 
Mstep: Class 19 contains 7686 members 
Mstep: Class 20 contains 1763 members 
Mstep: Class 21 contains 9497 members 
Mstep: Class 22 contains 49183 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2796 members 
Mstep: Class 25 contains 13635 members 
Mstep: Class 26 contains 32132 members 
Mstep: Class 27 contains 11737 members 
Mstep: Class 28 contains 50230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157280624.000000 Penalty: 231244.984375
Iteration 125Q: 29 clusters Score -1.572806e+08 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 28486 members 
Mstep: Class 2 contains 12368 members 
Mstep: Class 3 contains 10391 members 
Mstep: Class 4 contains 27141 members 
Mstep: Class 5 contains 7529 members 
Mstep: Class 6 contains 6010 members 
Mstep: Class 7 contains 35290 members 
Mstep: Class 8 contains 62466 members 
Mstep: Class 9 contains 69312 members 
Mstep: Class 10 contains 15647 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1604 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71284 members 
Mstep: Class 15 contains 4450 members 
Mstep: Class 16 contains 142286 members 
Mstep: Class 17 contains 34510 members 
Mstep: Class 18 contains 5876 members 
Mstep: Class 19 contains 7685 members 
Mstep: Class 20 contains 1763 members 
Mstep: Class 21 contains 9497 members 
Mstep: Class 22 contains 49170 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2796 members 
Mstep: Class 25 contains 13609 members 
Mstep: Class 26 contains 32145 members 
Mstep: Class 27 contains 11736 members 
Mstep: Class 28 contains 50565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157280464.000000 Penalty: 231244.984375
Iteration 126Q: 29 clusters Score -1.572805e+08 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 28414 members 
Mstep: Class 2 contains 12362 members 
Mstep: Class 3 contains 10413 members 
Mstep: Class 4 contains 27146 members 
Mstep: Class 5 contains 7532 members 
Mstep: Class 6 contains 6013 members 
Mstep: Class 7 contains 35309 members 
Mstep: Class 8 contains 62458 members 
Mstep: Class 9 contains 69306 members 
Mstep: Class 10 contains 15591 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71283 members 
Mstep: Class 15 contains 4449 members 
Mstep: Class 16 contains 142167 members 
Mstep: Class 17 contains 34506 members 
Mstep: Class 18 contains 5888 members 
Mstep: Class 19 contains 7687 members 
Mstep: Class 20 contains 1763 members 
Mstep: Class 21 contains 9499 members 
Mstep: Class 22 contains 49161 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2795 members 
Mstep: Class 25 contains 13580 members 
Mstep: Class 26 contains 32158 members 
Mstep: Class 27 contains 11734 members 
Mstep: Class 28 contains 50801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157280544.000000 Penalty: 231244.984375
Iteration 127Q: 29 clusters Score -1.572805e+08 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 28359 members 
Mstep: Class 2 contains 12367 members 
Mstep: Class 3 contains 10427 members 
Mstep: Class 4 contains 27148 members 
Mstep: Class 5 contains 7530 members 
Mstep: Class 6 contains 6014 members 
Mstep: Class 7 contains 35322 members 
Mstep: Class 8 contains 62454 members 
Mstep: Class 9 contains 69307 members 
Mstep: Class 10 contains 15555 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1599 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71290 members 
Mstep: Class 15 contains 4448 members 
Mstep: Class 16 contains 142067 members 
Mstep: Class 17 contains 34500 members 
Mstep: Class 18 contains 5892 members 
Mstep: Class 19 contains 7689 members 
Mstep: Class 20 contains 1763 members 
Mstep: Class 21 contains 9503 members 
Mstep: Class 22 contains 49164 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2795 members 
Mstep: Class 25 contains 13559 members 
Mstep: Class 26 contains 32169 members 
Mstep: Class 27 contains 11731 members 
Mstep: Class 28 contains 50964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157280912.000000 Penalty: 231244.984375
Iteration 128Q: 29 clusters Score -1.572809e+08 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 12376 members 
Mstep: Class 3 contains 10435 members 
Mstep: Class 4 contains 27148 members 
Mstep: Class 5 contains 7534 members 
Mstep: Class 6 contains 6019 members 
Mstep: Class 7 contains 35336 members 
Mstep: Class 8 contains 62454 members 
Mstep: Class 9 contains 69313 members 
Mstep: Class 10 contains 15520 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1596 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71287 members 
Mstep: Class 15 contains 4447 members 
Mstep: Class 16 contains 141985 members 
Mstep: Class 17 contains 34488 members 
Mstep: Class 18 contains 5896 members 
Mstep: Class 19 contains 7688 members 
Mstep: Class 20 contains 1763 members 
Mstep: Class 21 contains 9501 members 
Mstep: Class 22 contains 49164 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2795 members 
Mstep: Class 25 contains 13536 members 
Mstep: Class 26 contains 32178 members 
Mstep: Class 27 contains 11729 members 
Mstep: Class 28 contains 51115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157280624.000000 Penalty: 231244.984375
Iteration 129Q: 29 clusters Score -1.572806e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 28263 members 
Mstep: Class 2 contains 12376 members 
Mstep: Class 3 contains 10441 members 
Mstep: Class 4 contains 27151 members 
Mstep: Class 5 contains 7538 members 
Mstep: Class 6 contains 6019 members 
Mstep: Class 7 contains 35345 members 
Mstep: Class 8 contains 62451 members 
Mstep: Class 9 contains 69314 members 
Mstep: Class 10 contains 15498 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1596 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71278 members 
Mstep: Class 15 contains 4446 members 
Mstep: Class 16 contains 141945 members 
Mstep: Class 17 contains 34482 members 
Mstep: Class 18 contains 5900 members 
Mstep: Class 19 contains 7689 members 
Mstep: Class 20 contains 1763 members 
Mstep: Class 21 contains 9503 members 
Mstep: Class 22 contains 49161 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2794 members 
Mstep: Class 25 contains 13516 members 
Mstep: Class 26 contains 32199 members 
Mstep: Class 27 contains 11728 members 
Mstep: Class 28 contains 51220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157280512.000000 Penalty: 231244.984375
Iteration 130Q: 29 clusters Score -1.572805e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 28212 members 
Mstep: Class 2 contains 12387 members 
Mstep: Class 3 contains 10450 members 
Mstep: Class 4 contains 27154 members 
Mstep: Class 5 contains 7541 members 
Mstep: Class 6 contains 6020 members 
Mstep: Class 7 contains 35355 members 
Mstep: Class 8 contains 62447 members 
Mstep: Class 9 contains 69319 members 
Mstep: Class 10 contains 15467 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1596 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71270 members 
Mstep: Class 15 contains 4446 members 
Mstep: Class 16 contains 141908 members 
Mstep: Class 17 contains 34475 members 
Mstep: Class 18 contains 5903 members 
Mstep: Class 19 contains 7690 members 
Mstep: Class 20 contains 1763 members 
Mstep: Class 21 contains 9501 members 
Mstep: Class 22 contains 49162 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2794 members 
Mstep: Class 25 contains 13499 members 
Mstep: Class 26 contains 32208 members 
Mstep: Class 27 contains 11727 members 
Mstep: Class 28 contains 51322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157280592.000000 Penalty: 231244.984375
Iteration 131Q: 29 clusters Score -1.572806e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 28168 members 
Mstep: Class 2 contains 12390 members 
Mstep: Class 3 contains 10454 members 
Mstep: Class 4 contains 27155 members 
Mstep: Class 5 contains 7544 members 
Mstep: Class 6 contains 6020 members 
Mstep: Class 7 contains 35361 members 
Mstep: Class 8 contains 62449 members 
Mstep: Class 9 contains 69316 members 
Mstep: Class 10 contains 15443 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1596 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71267 members 
Mstep: Class 15 contains 4446 members 
Mstep: Class 16 contains 141875 members 
Mstep: Class 17 contains 34471 members 
Mstep: Class 18 contains 5904 members 
Mstep: Class 19 contains 7689 members 
Mstep: Class 20 contains 1763 members 
Mstep: Class 21 contains 9503 members 
Mstep: Class 22 contains 49161 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2794 members 
Mstep: Class 25 contains 13477 members 
Mstep: Class 26 contains 32224 members 
Mstep: Class 27 contains 11726 members 
Mstep: Class 28 contains 51420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157280576.000000 Penalty: 231244.984375
Iteration 132Q: 29 clusters Score -1.572806e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 12392 members 
Mstep: Class 3 contains 10461 members 
Mstep: Class 4 contains 27156 members 
Mstep: Class 5 contains 7545 members 
Mstep: Class 6 contains 6019 members 
Mstep: Class 7 contains 35362 members 
Mstep: Class 8 contains 62448 members 
Mstep: Class 9 contains 69316 members 
Mstep: Class 10 contains 15424 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1596 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71265 members 
Mstep: Class 15 contains 4447 members 
Mstep: Class 16 contains 141854 members 
Mstep: Class 17 contains 34475 members 
Mstep: Class 18 contains 5905 members 
Mstep: Class 19 contains 7689 members 
Mstep: Class 20 contains 1763 members 
Mstep: Class 21 contains 9506 members 
Mstep: Class 22 contains 49153 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2794 members 
Mstep: Class 25 contains 13448 members 
Mstep: Class 26 contains 32248 members 
Mstep: Class 27 contains 11726 members 
Mstep: Class 28 contains 51489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157281088.000000 Penalty: 231244.984375
Iteration 133Q: 29 clusters Score -1.572811e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 12394 members 
Mstep: Class 3 contains 10465 members 
Mstep: Class 4 contains 27157 members 
Mstep: Class 5 contains 7545 members 
Mstep: Class 6 contains 6016 members 
Mstep: Class 7 contains 35366 members 
Mstep: Class 8 contains 62447 members 
Mstep: Class 9 contains 69316 members 
Mstep: Class 10 contains 15412 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1596 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71264 members 
Mstep: Class 15 contains 4447 members 
Mstep: Class 16 contains 141845 members 
Mstep: Class 17 contains 34471 members 
Mstep: Class 18 contains 5908 members 
Mstep: Class 19 contains 7689 members 
Mstep: Class 20 contains 1763 members 
Mstep: Class 21 contains 9506 members 
Mstep: Class 22 contains 49150 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2795 members 
Mstep: Class 25 contains 13432 members 
Mstep: Class 26 contains 32263 members 
Mstep: Class 27 contains 11726 members 
Mstep: Class 28 contains 51539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157280880.000000 Penalty: 231244.984375
Iteration 134Q: 29 clusters Score -1.572809e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 28073 members 
Mstep: Class 2 contains 12393 members 
Mstep: Class 3 contains 10469 members 
Mstep: Class 4 contains 27157 members 
Mstep: Class 5 contains 7543 members 
Mstep: Class 6 contains 6018 members 
Mstep: Class 7 contains 35366 members 
Mstep: Class 8 contains 62447 members 
Mstep: Class 9 contains 69315 members 
Mstep: Class 10 contains 15404 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1595 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71265 members 
Mstep: Class 15 contains 4447 members 
Mstep: Class 16 contains 141837 members 
Mstep: Class 17 contains 34472 members 
Mstep: Class 18 contains 5912 members 
Mstep: Class 19 contains 7690 members 
Mstep: Class 20 contains 1763 members 
Mstep: Class 21 contains 9506 members 
Mstep: Class 22 contains 49147 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2795 members 
Mstep: Class 25 contains 13411 members 
Mstep: Class 26 contains 32280 members 
Mstep: Class 27 contains 11726 members 
Mstep: Class 28 contains 51585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157280832.000000 Penalty: 231244.984375
Iteration 135Q: 29 clusters Score -1.572808e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 28033 members 
Mstep: Class 2 contains 12389 members 
Mstep: Class 3 contains 10471 members 
Mstep: Class 4 contains 27157 members 
Mstep: Class 5 contains 7543 members 
Mstep: Class 6 contains 6017 members 
Mstep: Class 7 contains 35365 members 
Mstep: Class 8 contains 62445 members 
Mstep: Class 9 contains 69313 members 
Mstep: Class 10 contains 15400 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1593 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71262 members 
Mstep: Class 15 contains 4447 members 
Mstep: Class 16 contains 141840 members 
Mstep: Class 17 contains 34476 members 
Mstep: Class 18 contains 5914 members 
Mstep: Class 19 contains 7693 members 
Mstep: Class 20 contains 1763 members 
Mstep: Class 21 contains 9507 members 
Mstep: Class 22 contains 49146 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2795 members 
Mstep: Class 25 contains 13387 members 
Mstep: Class 26 contains 32307 members 
Mstep: Class 27 contains 11725 members 
Mstep: Class 28 contains 51628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157280624.000000 Penalty: 231244.984375
Iteration 136Q: 29 clusters Score -1.572806e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 12388 members 
Mstep: Class 3 contains 10473 members 
Mstep: Class 4 contains 27157 members 
Mstep: Class 5 contains 7541 members 
Mstep: Class 6 contains 6020 members 
Mstep: Class 7 contains 35366 members 
Mstep: Class 8 contains 62447 members 
Mstep: Class 9 contains 69311 members 
Mstep: Class 10 contains 15397 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1590 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71261 members 
Mstep: Class 15 contains 4448 members 
Mstep: Class 16 contains 141835 members 
Mstep: Class 17 contains 34474 members 
Mstep: Class 18 contains 5915 members 
Mstep: Class 19 contains 7692 members 
Mstep: Class 20 contains 1763 members 
Mstep: Class 21 contains 9509 members 
Mstep: Class 22 contains 49142 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2795 members 
Mstep: Class 25 contains 13376 members 
Mstep: Class 26 contains 32322 members 
Mstep: Class 27 contains 11725 members 
Mstep: Class 28 contains 51669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157280592.000000 Penalty: 231244.984375
Iteration 137Q: 29 clusters Score -1.572806e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 12390 members 
Mstep: Class 3 contains 10475 members 
Mstep: Class 4 contains 27157 members 
Mstep: Class 5 contains 7539 members 
Mstep: Class 6 contains 6026 members 
Mstep: Class 7 contains 35368 members 
Mstep: Class 8 contains 62446 members 
Mstep: Class 9 contains 69309 members 
Mstep: Class 10 contains 15389 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1589 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71258 members 
Mstep: Class 15 contains 4448 members 
Mstep: Class 16 contains 141829 members 
Mstep: Class 17 contains 34476 members 
Mstep: Class 18 contains 5917 members 
Mstep: Class 19 contains 7692 members 
Mstep: Class 20 contains 1763 members 
Mstep: Class 21 contains 9511 members 
Mstep: Class 22 contains 49139 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2795 members 
Mstep: Class 25 contains 13357 members 
Mstep: Class 26 contains 32338 members 
Mstep: Class 27 contains 11724 members 
Mstep: Class 28 contains 51707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157280544.000000 Penalty: 231244.984375
Iteration 138Q: 29 clusters Score -1.572805e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 12388 members 
Mstep: Class 3 contains 10477 members 
Mstep: Class 4 contains 27157 members 
Mstep: Class 5 contains 7538 members 
Mstep: Class 6 contains 6027 members 
Mstep: Class 7 contains 35371 members 
Mstep: Class 8 contains 62445 members 
Mstep: Class 9 contains 69308 members 
Mstep: Class 10 contains 15378 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71255 members 
Mstep: Class 15 contains 4448 members 
Mstep: Class 16 contains 141821 members 
Mstep: Class 17 contains 34475 members 
Mstep: Class 18 contains 5920 members 
Mstep: Class 19 contains 7693 members 
Mstep: Class 20 contains 1763 members 
Mstep: Class 21 contains 9511 members 
Mstep: Class 22 contains 49136 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2795 members 
Mstep: Class 25 contains 13349 members 
Mstep: Class 26 contains 32349 members 
Mstep: Class 27 contains 11721 members 
Mstep: Class 28 contains 51749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157280704.000000 Penalty: 231244.984375
Iteration 139Q: 29 clusters Score -1.572807e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 12387 members 
Mstep: Class 3 contains 10477 members 
Mstep: Class 4 contains 27157 members 
Mstep: Class 5 contains 7543 members 
Mstep: Class 6 contains 6030 members 
Mstep: Class 7 contains 35374 members 
Mstep: Class 8 contains 62444 members 
Mstep: Class 9 contains 69307 members 
Mstep: Class 10 contains 15367 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1585 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71254 members 
Mstep: Class 15 contains 4448 members 
Mstep: Class 16 contains 141814 members 
Mstep: Class 17 contains 34469 members 
Mstep: Class 18 contains 5925 members 
Mstep: Class 19 contains 7694 members 
Mstep: Class 20 contains 1763 members 
Mstep: Class 21 contains 9511 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2795 members 
Mstep: Class 25 contains 13340 members 
Mstep: Class 26 contains 32354 members 
Mstep: Class 27 contains 11718 members 
Mstep: Class 28 contains 51788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157280800.000000 Penalty: 231244.984375
Iteration 140F: 29 clusters Score -1.572808e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 12382 members 
Mstep: Class 3 contains 10478 members 
Mstep: Class 4 contains 27159 members 
Mstep: Class 5 contains 7546 members 
Mstep: Class 6 contains 6033 members 
Mstep: Class 7 contains 35375 members 
Mstep: Class 8 contains 62443 members 
Mstep: Class 9 contains 69307 members 
Mstep: Class 10 contains 15361 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1584 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71257 members 
Mstep: Class 15 contains 4447 members 
Mstep: Class 16 contains 141825 members 
Mstep: Class 17 contains 34465 members 
Mstep: Class 18 contains 5928 members 
Mstep: Class 19 contains 7695 members 
Mstep: Class 20 contains 1763 members 
Mstep: Class 21 contains 9511 members 
Mstep: Class 22 contains 49135 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2795 members 
Mstep: Class 25 contains 13338 members 
Mstep: Class 26 contains 32354 members 
Mstep: Class 27 contains 11718 members 
Mstep: Class 28 contains 51816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157280816.000000 Penalty: 231244.984375
Iteration 141Q: 29 clusters Score -1.572808e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 27862 members 
Mstep: Class 2 contains 12379 members 
Mstep: Class 3 contains 10482 members 
Mstep: Class 4 contains 27159 members 
Mstep: Class 5 contains 7545 members 
Mstep: Class 6 contains 6033 members 
Mstep: Class 7 contains 35376 members 
Mstep: Class 8 contains 62445 members 
Mstep: Class 9 contains 69307 members 
Mstep: Class 10 contains 15353 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1584 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71256 members 
Mstep: Class 15 contains 4447 members 
Mstep: Class 16 contains 141839 members 
Mstep: Class 17 contains 34463 members 
Mstep: Class 18 contains 5934 members 
Mstep: Class 19 contains 7696 members 
Mstep: Class 20 contains 1763 members 
Mstep: Class 21 contains 9511 members 
Mstep: Class 22 contains 49133 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2795 members 
Mstep: Class 25 contains 13335 members 
Mstep: Class 26 contains 32361 members 
Mstep: Class 27 contains 11718 members 
Mstep: Class 28 contains 51840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157280832.000000 Penalty: 231244.984375
Iteration 142Q: 29 clusters Score -1.572808e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 12383 members 
Mstep: Class 3 contains 10484 members 
Mstep: Class 4 contains 27159 members 
Mstep: Class 5 contains 7547 members 
Mstep: Class 6 contains 6037 members 
Mstep: Class 7 contains 35377 members 
Mstep: Class 8 contains 62442 members 
Mstep: Class 9 contains 69307 members 
Mstep: Class 10 contains 15343 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1584 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71252 members 
Mstep: Class 15 contains 4446 members 
Mstep: Class 16 contains 141837 members 
Mstep: Class 17 contains 34460 members 
Mstep: Class 18 contains 5941 members 
Mstep: Class 19 contains 7696 members 
Mstep: Class 20 contains 1763 members 
Mstep: Class 21 contains 9512 members 
Mstep: Class 22 contains 49134 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2795 members 
Mstep: Class 25 contains 13332 members 
Mstep: Class 26 contains 32362 members 
Mstep: Class 27 contains 11718 members 
Mstep: Class 28 contains 51865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157280800.000000 Penalty: 231244.984375
Iteration 143Q: 29 clusters Score -1.572808e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 27823 members 
Mstep: Class 2 contains 12393 members 
Mstep: Class 3 contains 10488 members 
Mstep: Class 4 contains 27159 members 
Mstep: Class 5 contains 7552 members 
Mstep: Class 6 contains 6036 members 
Mstep: Class 7 contains 35375 members 
Mstep: Class 8 contains 62440 members 
Mstep: Class 9 contains 69306 members 
Mstep: Class 10 contains 15336 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1584 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71249 members 
Mstep: Class 15 contains 4446 members 
Mstep: Class 16 contains 141831 members 
Mstep: Class 17 contains 34453 members 
Mstep: Class 18 contains 5947 members 
Mstep: Class 19 contains 7694 members 
Mstep: Class 20 contains 1763 members 
Mstep: Class 21 contains 9514 members 
Mstep: Class 22 contains 49135 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2795 members 
Mstep: Class 25 contains 13334 members 
Mstep: Class 26 contains 32361 members 
Mstep: Class 27 contains 11718 members 
Mstep: Class 28 contains 51884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157280912.000000 Penalty: 231244.984375
Iteration 144Q: 29 clusters Score -1.572809e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 27814 members 
Mstep: Class 2 contains 12396 members 
Mstep: Class 3 contains 10489 members 
Mstep: Class 4 contains 27159 members 
Mstep: Class 5 contains 7549 members 
Mstep: Class 6 contains 6038 members 
Mstep: Class 7 contains 35376 members 
Mstep: Class 8 contains 62442 members 
Mstep: Class 9 contains 69306 members 
Mstep: Class 10 contains 15330 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1584 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71247 members 
Mstep: Class 15 contains 4446 members 
Mstep: Class 16 contains 141823 members 
Mstep: Class 17 contains 34451 members 
Mstep: Class 18 contains 5947 members 
Mstep: Class 19 contains 7694 members 
Mstep: Class 20 contains 1763 members 
Mstep: Class 21 contains 9515 members 
Mstep: Class 22 contains 49138 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2795 members 
Mstep: Class 25 contains 13333 members 
Mstep: Class 26 contains 32360 members 
Mstep: Class 27 contains 11720 members 
Mstep: Class 28 contains 51901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157280864.000000 Penalty: 231244.984375
Iteration 145Q: 29 clusters Score -1.572809e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 27801 members 
Mstep: Class 2 contains 12397 members 
Mstep: Class 3 contains 10492 members 
Mstep: Class 4 contains 27159 members 
Mstep: Class 5 contains 7547 members 
Mstep: Class 6 contains 6044 members 
Mstep: Class 7 contains 35376 members 
Mstep: Class 8 contains 62443 members 
Mstep: Class 9 contains 69306 members 
Mstep: Class 10 contains 15327 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1584 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71246 members 
Mstep: Class 15 contains 4446 members 
Mstep: Class 16 contains 141817 members 
Mstep: Class 17 contains 34452 members 
Mstep: Class 18 contains 5948 members 
Mstep: Class 19 contains 7696 members 
Mstep: Class 20 contains 1763 members 
Mstep: Class 21 contains 9515 members 
Mstep: Class 22 contains 49139 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2795 members 
Mstep: Class 25 contains 13330 members 
Mstep: Class 26 contains 32361 members 
Mstep: Class 27 contains 11720 members 
Mstep: Class 28 contains 51912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157280848.000000 Penalty: 231244.984375
Iteration 146Q: 29 clusters Score -1.572808e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 12399 members 
Mstep: Class 3 contains 10494 members 
Mstep: Class 4 contains 27159 members 
Mstep: Class 5 contains 7549 members 
Mstep: Class 6 contains 6043 members 
Mstep: Class 7 contains 35377 members 
Mstep: Class 8 contains 62442 members 
Mstep: Class 9 contains 69305 members 
Mstep: Class 10 contains 15326 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1584 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71244 members 
Mstep: Class 15 contains 4446 members 
Mstep: Class 16 contains 141815 members 
Mstep: Class 17 contains 34450 members 
Mstep: Class 18 contains 5948 members 
Mstep: Class 19 contains 7697 members 
Mstep: Class 20 contains 1763 members 
Mstep: Class 21 contains 9515 members 
Mstep: Class 22 contains 49139 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2795 members 
Mstep: Class 25 contains 13328 members 
Mstep: Class 26 contains 32363 members 
Mstep: Class 27 contains 11720 members 
Mstep: Class 28 contains 51928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157280800.000000 Penalty: 231244.984375
Iteration 147Q: 29 clusters Score -1.572808e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 12395 members 
Mstep: Class 3 contains 10495 members 
Mstep: Class 4 contains 27159 members 
Mstep: Class 5 contains 7552 members 
Mstep: Class 6 contains 6042 members 
Mstep: Class 7 contains 35378 members 
Mstep: Class 8 contains 62443 members 
Mstep: Class 9 contains 69305 members 
Mstep: Class 10 contains 15323 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1584 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71247 members 
Mstep: Class 15 contains 4446 members 
Mstep: Class 16 contains 141821 members 
Mstep: Class 17 contains 34451 members 
Mstep: Class 18 contains 5948 members 
Mstep: Class 19 contains 7697 members 
Mstep: Class 20 contains 1763 members 
Mstep: Class 21 contains 9515 members 
Mstep: Class 22 contains 49142 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2795 members 
Mstep: Class 25 contains 13324 members 
Mstep: Class 26 contains 32365 members 
Mstep: Class 27 contains 11719 members 
Mstep: Class 28 contains 51937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157280688.000000 Penalty: 231244.984375
Iteration 148Q: 29 clusters Score -1.572807e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 12396 members 
Mstep: Class 3 contains 10494 members 
Mstep: Class 4 contains 27159 members 
Mstep: Class 5 contains 7554 members 
Mstep: Class 6 contains 6044 members 
Mstep: Class 7 contains 35378 members 
Mstep: Class 8 contains 62443 members 
Mstep: Class 9 contains 69306 members 
Mstep: Class 10 contains 15320 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1583 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71245 members 
Mstep: Class 15 contains 4446 members 
Mstep: Class 16 contains 141838 members 
Mstep: Class 17 contains 34450 members 
Mstep: Class 18 contains 5947 members 
Mstep: Class 19 contains 7697 members 
Mstep: Class 20 contains 1763 members 
Mstep: Class 21 contains 9514 members 
Mstep: Class 22 contains 49140 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2795 members 
Mstep: Class 25 contains 13324 members 
Mstep: Class 26 contains 32365 members 
Mstep: Class 27 contains 11719 members 
Mstep: Class 28 contains 51948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157280800.000000 Penalty: 231244.984375
Iteration 149Q: 29 clusters Score -1.572808e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 27729 members 
Mstep: Class 2 contains 12396 members 
Mstep: Class 3 contains 10494 members 
Mstep: Class 4 contains 27159 members 
Mstep: Class 5 contains 7556 members 
Mstep: Class 6 contains 6046 members 
Mstep: Class 7 contains 35378 members 
Mstep: Class 8 contains 62443 members 
Mstep: Class 9 contains 69307 members 
Mstep: Class 10 contains 15317 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1583 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71245 members 
Mstep: Class 15 contains 4446 members 
Mstep: Class 16 contains 141845 members 
Mstep: Class 17 contains 34452 members 
Mstep: Class 18 contains 5948 members 
Mstep: Class 19 contains 7696 members 
Mstep: Class 20 contains 1763 members 
Mstep: Class 21 contains 9514 members 
Mstep: Class 22 contains 49138 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2795 members 
Mstep: Class 25 contains 13320 members 
Mstep: Class 26 contains 32367 members 
Mstep: Class 27 contains 11719 members 
Mstep: Class 28 contains 51960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157280752.000000 Penalty: 231244.984375
Iteration 150Q: 29 clusters Score -1.572808e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 27716 members 
Mstep: Class 2 contains 12396 members 
Mstep: Class 3 contains 10495 members 
Mstep: Class 4 contains 27159 members 
Mstep: Class 5 contains 7557 members 
Mstep: Class 6 contains 6050 members 
Mstep: Class 7 contains 35378 members 
Mstep: Class 8 contains 62443 members 
Mstep: Class 9 contains 69307 members 
Mstep: Class 10 contains 15317 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1583 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71245 members 
Mstep: Class 15 contains 4445 members 
Mstep: Class 16 contains 141831 members 
Mstep: Class 17 contains 34452 members 
Mstep: Class 18 contains 5948 members 
Mstep: Class 19 contains 7696 members 
Mstep: Class 20 contains 1763 members 
Mstep: Class 21 contains 9514 members 
Mstep: Class 22 contains 49139 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2795 members 
Mstep: Class 25 contains 13318 members 
Mstep: Class 26 contains 32367 members 
Mstep: Class 27 contains 11719 members 
Mstep: Class 28 contains 51983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157280864.000000 Penalty: 231244.984375
Iteration 151Q: 29 clusters Score -1.572809e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 27702 members 
Mstep: Class 2 contains 12397 members 
Mstep: Class 3 contains 10494 members 
Mstep: Class 4 contains 27159 members 
Mstep: Class 5 contains 7561 members 
Mstep: Class 6 contains 6050 members 
Mstep: Class 7 contains 35377 members 
Mstep: Class 8 contains 62442 members 
Mstep: Class 9 contains 69306 members 
Mstep: Class 10 contains 15317 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1583 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71245 members 
Mstep: Class 15 contains 4445 members 
Mstep: Class 16 contains 141821 members 
Mstep: Class 17 contains 34453 members 
Mstep: Class 18 contains 5949 members 
Mstep: Class 19 contains 7696 members 
Mstep: Class 20 contains 1763 members 
Mstep: Class 21 contains 9514 members 
Mstep: Class 22 contains 49138 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2795 members 
Mstep: Class 25 contains 13316 members 
Mstep: Class 26 contains 32365 members 
Mstep: Class 27 contains 11719 members 
Mstep: Class 28 contains 52009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157280816.000000 Penalty: 231244.984375
Iteration 152Q: 29 clusters Score -1.572808e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 27692 members 
Mstep: Class 2 contains 12397 members 
Mstep: Class 3 contains 10496 members 
Mstep: Class 4 contains 27159 members 
Mstep: Class 5 contains 7564 members 
Mstep: Class 6 contains 6050 members 
Mstep: Class 7 contains 35377 members 
Mstep: Class 8 contains 62441 members 
Mstep: Class 9 contains 69305 members 
Mstep: Class 10 contains 15313 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1583 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71244 members 
Mstep: Class 15 contains 4445 members 
Mstep: Class 16 contains 141819 members 
Mstep: Class 17 contains 34454 members 
Mstep: Class 18 contains 5950 members 
Mstep: Class 19 contains 7696 members 
Mstep: Class 20 contains 1763 members 
Mstep: Class 21 contains 9514 members 
Mstep: Class 22 contains 49138 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2795 members 
Mstep: Class 25 contains 13313 members 
Mstep: Class 26 contains 32365 members 
Mstep: Class 27 contains 11719 members 
Mstep: Class 28 contains 52024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157280928.000000 Penalty: 231244.984375
Iteration 153Q: 29 clusters Score -1.572809e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 12398 members 
Mstep: Class 3 contains 10496 members 
Mstep: Class 4 contains 27159 members 
Mstep: Class 5 contains 7565 members 
Mstep: Class 6 contains 6050 members 
Mstep: Class 7 contains 35377 members 
Mstep: Class 8 contains 62441 members 
Mstep: Class 9 contains 69305 members 
Mstep: Class 10 contains 15310 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1583 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71243 members 
Mstep: Class 15 contains 4445 members 
Mstep: Class 16 contains 141811 members 
Mstep: Class 17 contains 34452 members 
Mstep: Class 18 contains 5951 members 
Mstep: Class 19 contains 7696 members 
Mstep: Class 20 contains 1763 members 
Mstep: Class 21 contains 9514 members 
Mstep: Class 22 contains 49136 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2795 members 
Mstep: Class 25 contains 13311 members 
Mstep: Class 26 contains 32365 members 
Mstep: Class 27 contains 11719 members 
Mstep: Class 28 contains 52049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157280880.000000 Penalty: 231244.984375
Iteration 154Q: 29 clusters Score -1.572809e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 27673 members 
Mstep: Class 2 contains 12398 members 
Mstep: Class 3 contains 10496 members 
Mstep: Class 4 contains 27159 members 
Mstep: Class 5 contains 7564 members 
Mstep: Class 6 contains 6050 members 
Mstep: Class 7 contains 35377 members 
Mstep: Class 8 contains 62441 members 
Mstep: Class 9 contains 69305 members 
Mstep: Class 10 contains 15307 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1583 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71242 members 
Mstep: Class 15 contains 4445 members 
Mstep: Class 16 contains 141808 members 
Mstep: Class 17 contains 34450 members 
Mstep: Class 18 contains 5954 members 
Mstep: Class 19 contains 7696 members 
Mstep: Class 20 contains 1763 members 
Mstep: Class 21 contains 9514 members 
Mstep: Class 22 contains 49136 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2795 members 
Mstep: Class 25 contains 13307 members 
Mstep: Class 26 contains 32368 members 
Mstep: Class 27 contains 11718 members 
Mstep: Class 28 contains 52067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157280816.000000 Penalty: 231244.984375
Iteration 155Q: 29 clusters Score -1.572808e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 27659 members 
Mstep: Class 2 contains 12398 members 
Mstep: Class 3 contains 10496 members 
Mstep: Class 4 contains 27159 members 
Mstep: Class 5 contains 7563 members 
Mstep: Class 6 contains 6050 members 
Mstep: Class 7 contains 35376 members 
Mstep: Class 8 contains 62441 members 
Mstep: Class 9 contains 69305 members 
Mstep: Class 10 contains 15305 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1583 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71242 members 
Mstep: Class 15 contains 4445 members 
Mstep: Class 16 contains 141815 members 
Mstep: Class 17 contains 34450 members 
Mstep: Class 18 contains 5953 members 
Mstep: Class 19 contains 7696 members 
Mstep: Class 20 contains 1763 members 
Mstep: Class 21 contains 9514 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2795 members 
Mstep: Class 25 contains 13302 members 
Mstep: Class 26 contains 32369 members 
Mstep: Class 27 contains 11718 members 
Mstep: Class 28 contains 52082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157280832.000000 Penalty: 231244.984375
Iteration 156Q: 29 clusters Score -1.572808e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 27652 members 
Mstep: Class 2 contains 12398 members 
Mstep: Class 3 contains 10496 members 
Mstep: Class 4 contains 27159 members 
Mstep: Class 5 contains 7562 members 
Mstep: Class 6 contains 6050 members 
Mstep: Class 7 contains 35376 members 
Mstep: Class 8 contains 62441 members 
Mstep: Class 9 contains 69305 members 
Mstep: Class 10 contains 15302 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1583 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71242 members 
Mstep: Class 15 contains 4445 members 
Mstep: Class 16 contains 141805 members 
Mstep: Class 17 contains 34449 members 
Mstep: Class 18 contains 5957 members 
Mstep: Class 19 contains 7696 members 
Mstep: Class 20 contains 1763 members 
Mstep: Class 21 contains 9514 members 
Mstep: Class 22 contains 49138 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2795 members 
Mstep: Class 25 contains 13302 members 
Mstep: Class 26 contains 32370 members 
Mstep: Class 27 contains 11718 members 
Mstep: Class 28 contains 52098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157280720.000000 Penalty: 231244.984375
Iteration 157Q: 29 clusters Score -1.572807e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 27650 members 
Mstep: Class 2 contains 12399 members 
Mstep: Class 3 contains 10496 members 
Mstep: Class 4 contains 27159 members 
Mstep: Class 5 contains 7562 members 
Mstep: Class 6 contains 6050 members 
Mstep: Class 7 contains 35376 members 
Mstep: Class 8 contains 62441 members 
Mstep: Class 9 contains 69305 members 
Mstep: Class 10 contains 15297 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1583 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71242 members 
Mstep: Class 15 contains 4445 members 
Mstep: Class 16 contains 141801 members 
Mstep: Class 17 contains 34448 members 
Mstep: Class 18 contains 5957 members 
Mstep: Class 19 contains 7697 members 
Mstep: Class 20 contains 1763 members 
Mstep: Class 21 contains 9514 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2795 members 
Mstep: Class 25 contains 13300 members 
Mstep: Class 26 contains 32371 members 
Mstep: Class 27 contains 11719 members 
Mstep: Class 28 contains 52109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157280816.000000 Penalty: 231244.984375
Iteration 158Q: 29 clusters Score -1.572808e+08 nChanged 25
Entering ConstructFrom: 
Score: -157280816.000000 Penalty: 231244.984375
Entering ConstructFrom: 
Trying to split cluster 1 (27648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Entering Unmasked Estep 
Score: -6063846.000000 Penalty: 6264.226074
	Iteration 0F: 2 clusters Score -6063846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -6042550.500000 Penalty: 12528.452148
	Iteration 0F: 3 clusters Score -6042550 nChanged 11572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -6048440.000000 Penalty: 12528.452148
	Iteration 1F: 3 clusters Score -6048440 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -6049067.000000 Penalty: 12528.452148
	Iteration 2F: 3 clusters Score -6049067 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -6049441.000000 Penalty: 12528.452148
	Iteration 3Q: 3 clusters Score -6049441 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -6049793.500000 Penalty: 12528.452148
	Iteration 4Q: 3 clusters Score -6049794 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -6050054.500000 Penalty: 12528.452148
	Iteration 5Q: 3 clusters Score -6050054 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -6050334.000000 Penalty: 12528.452148
	Iteration 6Q: 3 clusters Score -6050334 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -6050574.500000 Penalty: 12528.452148
	Iteration 7Q: 3 clusters Score -6050574 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -6050804.000000 Penalty: 12528.452148
	Iteration 8Q: 3 clusters Score -6050804 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -6051077.500000 Penalty: 12528.452148
	Iteration 9Q: 3 clusters Score -6051078 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -6051337.500000 Penalty: 12528.452148
	Iteration 10Q: 3 clusters Score -6051338 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -6051678.500000 Penalty: 12528.452148
	Iteration 11Q: 3 clusters Score -6051678 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -6051973.000000 Penalty: 12528.452148
	Iteration 12Q: 3 clusters Score -6051973 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -6052342.500000 Penalty: 12528.452148
	Iteration 13Q: 3 clusters Score -6052342 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -6052715.000000 Penalty: 12528.452148
	Iteration 14Q: 3 clusters Score -6052715 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -6053145.000000 Penalty: 12528.452148
	Iteration 15Q: 3 clusters Score -6053145 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -6053547.500000 Penalty: 12528.452148
	Iteration 16Q: 3 clusters Score -6053548 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -6053998.500000 Penalty: 12528.452148
	Iteration 17Q: 3 clusters Score -6053998 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -6054439.000000 Penalty: 12528.452148
	Iteration 18Q: 3 clusters Score -6054439 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -6054882.000000 Penalty: 12528.452148
	Iteration 19Q: 3 clusters Score -6054882 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -6055287.500000 Penalty: 12528.452148
	Iteration 20F: 3 clusters Score -6055288 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -6055580.500000 Penalty: 12528.452148
	Iteration 21Q: 3 clusters Score -6055580 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -6055819.500000 Penalty: 12528.452148
	Iteration 22Q: 3 clusters Score -6055820 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -6056039.500000 Penalty: 12528.452148
	Iteration 23Q: 3 clusters Score -6056040 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -6056257.000000 Penalty: 12528.452148
	Iteration 24Q: 3 clusters Score -6056257 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -6056428.500000 Penalty: 12528.452148
	Iteration 25Q: 3 clusters Score -6056428 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -6056554.000000 Penalty: 12528.452148
	Iteration 26Q: 3 clusters Score -6056554 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -6056713.500000 Penalty: 12528.452148
	Iteration 27Q: 3 clusters Score -6056714 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -6056847.000000 Penalty: 12528.452148
	Iteration 28Q: 3 clusters Score -6056847 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -6056982.000000 Penalty: 12528.452148
	Iteration 29Q: 3 clusters Score -6056982 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -6057168.500000 Penalty: 12528.452148
	Iteration 30Q: 3 clusters Score -6057168 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 22660 members 
Entering Unmasked Estep 
Score: -6057305.500000 Penalty: 12528.452148
	Iteration 31Q: 3 clusters Score -6057306 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -6057418.000000 Penalty: 12528.452148
	Iteration 32Q: 3 clusters Score -6057418 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -6057543.500000 Penalty: 12528.452148
	Iteration 33Q: 3 clusters Score -6057544 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -6057695.500000 Penalty: 12528.452148
	Iteration 34Q: 3 clusters Score -6057696 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -6057913.000000 Penalty: 12528.452148
	Iteration 35Q: 3 clusters Score -6057913 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -6058075.000000 Penalty: 12528.452148
	Iteration 36Q: 3 clusters Score -6058075 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -6058374.500000 Penalty: 12528.452148
	Iteration 37Q: 3 clusters Score -6058374 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 24404 members 
Entering Unmasked Estep 
Score: -6058717.000000 Penalty: 12528.452148
	Iteration 38Q: 3 clusters Score -6058717 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 24571 members 
Entering Unmasked Estep 
Score: -6058962.500000 Penalty: 12528.452148
	Iteration 39Q: 3 clusters Score -6058962 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
Score: -6059071.500000 Penalty: 12528.452148
	Iteration 40F: 3 clusters Score -6059072 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -6059135.500000 Penalty: 12528.452148
	Iteration 41Q: 3 clusters Score -6059136 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -6059185.000000 Penalty: 12528.452148
	Iteration 42Q: 3 clusters Score -6059185 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -6059215.500000 Penalty: 12528.452148
	Iteration 43Q: 3 clusters Score -6059216 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 24982 members 
Entering Unmasked Estep 
Score: -6059229.500000 Penalty: 12528.452148
	Iteration 44Q: 3 clusters Score -6059230 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -6059236.000000 Penalty: 12528.452148
	Iteration 45Q: 3 clusters Score -6059236 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -6059240.000000 Penalty: 12528.452148
	Iteration 46Q: 3 clusters Score -6059240 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -6059251.500000 Penalty: 12528.452148
	Iteration 47Q: 3 clusters Score -6059252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -6059262.000000 Penalty: 12528.452148
	Iteration 48Q: 3 clusters Score -6059262 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -6059259.500000 Penalty: 12528.452148
	Iteration 49Q: 3 clusters Score -6059260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 25104 members 
Entering Unmasked Estep 
Score: -6059258.500000 Penalty: 12528.452148
	Iteration 50Q: 3 clusters Score -6059258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 25117 members 
Entering Unmasked Estep 
Score: -6059274.500000 Penalty: 12528.452148
	Iteration 51Q: 3 clusters Score -6059274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -6059280.500000 Penalty: 12528.452148
	Iteration 52Q: 3 clusters Score -6059280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 25130 members 
Entering Unmasked Estep 
Score: -6059279.500000 Penalty: 12528.452148
	Iteration 53Q: 3 clusters Score -6059280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -6059281.000000 Penalty: 12528.452148
	Iteration 54Q: 3 clusters Score -6059281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -6059275.000000 Penalty: 12528.452148
	Iteration 55Q: 3 clusters Score -6059275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -6059282.500000 Penalty: 12528.452148
	Iteration 56Q: 3 clusters Score -6059282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -6059285.500000 Penalty: 12528.452148
	Iteration 57Q: 3 clusters Score -6059286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -6059281.500000 Penalty: 12528.452148
	Iteration 58Q: 3 clusters Score -6059282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -6059281.500000 Penalty: 12528.452148
	Iteration 59F: 3 clusters Score -6059282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Entering Unmasked Estep 
Score: -2669783.750000 Penalty: 5773.088867
	Iteration 0F: 2 clusters Score -2669784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -2658091.000000 Penalty: 11546.177734
	Iteration 0F: 3 clusters Score -2658091 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -2660640.750000 Penalty: 11546.177734
	Iteration 1F: 3 clusters Score -2660641 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -2661141.250000 Penalty: 11546.177734
	Iteration 2F: 3 clusters Score -2661141 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -2661477.250000 Penalty: 11546.177734
	Iteration 3Q: 3 clusters Score -2661477 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -2661720.750000 Penalty: 11546.177734
	Iteration 4Q: 3 clusters Score -2661721 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -2661902.000000 Penalty: 11546.177734
	Iteration 5Q: 3 clusters Score -2661902 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -2662042.500000 Penalty: 11546.177734
	Iteration 6Q: 3 clusters Score -2662042 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -2662139.000000 Penalty: 11546.177734
	Iteration 7Q: 3 clusters Score -2662139 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -2662220.000000 Penalty: 11546.177734
	Iteration 8Q: 3 clusters Score -2662220 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -2662297.000000 Penalty: 11546.177734
	Iteration 9Q: 3 clusters Score -2662297 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -2662373.250000 Penalty: 11546.177734
	Iteration 10Q: 3 clusters Score -2662373 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -2662449.500000 Penalty: 11546.177734
	Iteration 11Q: 3 clusters Score -2662450 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -2662512.500000 Penalty: 11546.177734
	Iteration 12Q: 3 clusters Score -2662512 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -2662563.250000 Penalty: 11546.177734
	Iteration 13Q: 3 clusters Score -2662563 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -2662651.000000 Penalty: 11546.177734
	Iteration 14Q: 3 clusters Score -2662651 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -2662750.000000 Penalty: 11546.177734
	Iteration 15Q: 3 clusters Score -2662750 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -2662826.000000 Penalty: 11546.177734
	Iteration 16Q: 3 clusters Score -2662826 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -2662929.250000 Penalty: 11546.177734
	Iteration 17Q: 3 clusters Score -2662929 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -2663038.000000 Penalty: 11546.177734
	Iteration 18Q: 3 clusters Score -2663038 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -2663147.250000 Penalty: 11546.177734
	Iteration 19Q: 3 clusters Score -2663147 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -2663284.250000 Penalty: 11546.177734
	Iteration 20F: 3 clusters Score -2663284 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -2663410.500000 Penalty: 11546.177734
	Iteration 21Q: 3 clusters Score -2663410 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -2663519.000000 Penalty: 11546.177734
	Iteration 22Q: 3 clusters Score -2663519 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -2663628.500000 Penalty: 11546.177734
	Iteration 23Q: 3 clusters Score -2663628 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -2663727.500000 Penalty: 11546.177734
	Iteration 24Q: 3 clusters Score -2663728 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -2663817.500000 Penalty: 11546.177734
	Iteration 25Q: 3 clusters Score -2663818 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -2663904.250000 Penalty: 11546.177734
	Iteration 26Q: 3 clusters Score -2663904 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -2663978.500000 Penalty: 11546.177734
	Iteration 27Q: 3 clusters Score -2663978 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -2664045.000000 Penalty: 11546.177734
	Iteration 28Q: 3 clusters Score -2664045 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -2664096.500000 Penalty: 11546.177734
	Iteration 29Q: 3 clusters Score -2664096 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -2664156.250000 Penalty: 11546.177734
	Iteration 30Q: 3 clusters Score -2664156 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -2664207.750000 Penalty: 11546.177734
	Iteration 31Q: 3 clusters Score -2664208 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -2664252.250000 Penalty: 11546.177734
	Iteration 32Q: 3 clusters Score -2664252 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -2664296.500000 Penalty: 11546.177734
	Iteration 33Q: 3 clusters Score -2664296 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -2664318.000000 Penalty: 11546.177734
	Iteration 34Q: 3 clusters Score -2664318 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -2664356.000000 Penalty: 11546.177734
	Iteration 35Q: 3 clusters Score -2664356 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -2664373.750000 Penalty: 11546.177734
	Iteration 36Q: 3 clusters Score -2664374 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -2664404.250000 Penalty: 11546.177734
	Iteration 37Q: 3 clusters Score -2664404 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -2664437.750000 Penalty: 11546.177734
	Iteration 38Q: 3 clusters Score -2664438 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -2664459.750000 Penalty: 11546.177734
	Iteration 39Q: 3 clusters Score -2664460 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -2664482.250000 Penalty: 11546.177734
	Iteration 40F: 3 clusters Score -2664482 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -2664501.250000 Penalty: 11546.177734
	Iteration 41Q: 3 clusters Score -2664501 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -2664521.500000 Penalty: 11546.177734
	Iteration 42Q: 3 clusters Score -2664522 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -2664534.500000 Penalty: 11546.177734
	Iteration 43Q: 3 clusters Score -2664534 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -2664559.250000 Penalty: 11546.177734
	Iteration 44Q: 3 clusters Score -2664559 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -2664574.000000 Penalty: 11546.177734
	Iteration 45Q: 3 clusters Score -2664574 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -2664588.250000 Penalty: 11546.177734
	Iteration 46Q: 3 clusters Score -2664588 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -2664608.750000 Penalty: 11546.177734
	Iteration 47Q: 3 clusters Score -2664609 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -2664615.250000 Penalty: 11546.177734
	Iteration 48Q: 3 clusters Score -2664615 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -2664635.000000 Penalty: 11546.177734
	Iteration 49Q: 3 clusters Score -2664635 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -2664649.000000 Penalty: 11546.177734
	Iteration 50Q: 3 clusters Score -2664649 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -2664653.250000 Penalty: 11546.177734
	Iteration 51Q: 3 clusters Score -2664653 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -2664661.500000 Penalty: 11546.177734
	Iteration 52Q: 3 clusters Score -2664662 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -2664665.000000 Penalty: 11546.177734
	Iteration 53Q: 3 clusters Score -2664665 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -2664669.500000 Penalty: 11546.177734
	Iteration 54Q: 3 clusters Score -2664670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -2664677.250000 Penalty: 11546.177734
	Iteration 55Q: 3 clusters Score -2664677 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -2664690.500000 Penalty: 11546.177734
	Iteration 56Q: 3 clusters Score -2664690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -2664699.000000 Penalty: 11546.177734
	Iteration 57Q: 3 clusters Score -2664699 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -2664709.000000 Penalty: 11546.177734
	Iteration 58Q: 3 clusters Score -2664709 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -2664724.250000 Penalty: 11546.177734
	Iteration 59Q: 3 clusters Score -2664724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -2664728.000000 Penalty: 11546.177734
	Iteration 60F: 3 clusters Score -2664728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -2664730.000000 Penalty: 11546.177734
	Iteration 61Q: 3 clusters Score -2664730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -2664728.000000 Penalty: 11546.177734
	Iteration 62Q: 3 clusters Score -2664728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -2664726.500000 Penalty: 11546.177734
	Iteration 63Q: 3 clusters Score -2664726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -2664730.000000 Penalty: 11546.177734
	Iteration 64Q: 3 clusters Score -2664730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -2664734.750000 Penalty: 11546.177734
	Iteration 65Q: 3 clusters Score -2664735 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -2664740.250000 Penalty: 11546.177734
	Iteration 66Q: 3 clusters Score -2664740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -2664742.000000 Penalty: 11546.177734
	Iteration 67Q: 3 clusters Score -2664742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -2664744.500000 Penalty: 11546.177734
	Iteration 68Q: 3 clusters Score -2664744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -2664743.750000 Penalty: 11546.177734
	Iteration 69Q: 3 clusters Score -2664744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -2664752.750000 Penalty: 11546.177734
	Iteration 70Q: 3 clusters Score -2664753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -2664755.250000 Penalty: 11546.177734
	Iteration 71Q: 3 clusters Score -2664755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -2664753.250000 Penalty: 11546.177734
	Iteration 72Q: 3 clusters Score -2664753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -2664754.250000 Penalty: 11546.177734
	Iteration 73Q: 3 clusters Score -2664754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -2664762.250000 Penalty: 11546.177734
	Iteration 74Q: 3 clusters Score -2664762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -2664763.750000 Penalty: 11546.177734
	Iteration 75Q: 3 clusters Score -2664764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -2664767.250000 Penalty: 11546.177734
	Iteration 76Q: 3 clusters Score -2664767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -2664771.500000 Penalty: 11546.177734
	Iteration 77Q: 3 clusters Score -2664772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -2664771.750000 Penalty: 11546.177734
	Iteration 78Q: 3 clusters Score -2664772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -2664771.000000 Penalty: 11546.177734
	Iteration 79Q: 3 clusters Score -2664771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -2664772.250000 Penalty: 11546.177734
	Iteration 80F: 3 clusters Score -2664772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -2664776.250000 Penalty: 11546.177734
	Iteration 81Q: 3 clusters Score -2664776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -2664777.750000 Penalty: 11546.177734
	Iteration 82Q: 3 clusters Score -2664778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -2664782.000000 Penalty: 11546.177734
	Iteration 83Q: 3 clusters Score -2664782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -2664779.250000 Penalty: 11546.177734
	Iteration 84Q: 3 clusters Score -2664779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -2664785.500000 Penalty: 11546.177734
	Iteration 85Q: 3 clusters Score -2664786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -2664787.750000 Penalty: 11546.177734
	Iteration 86Q: 3 clusters Score -2664788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -2664784.250000 Penalty: 11546.177734
	Iteration 87Q: 3 clusters Score -2664784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -2664780.000000 Penalty: 11546.177734
	Iteration 88Q: 3 clusters Score -2664780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -2664788.000000 Penalty: 11546.177734
	Iteration 89Q: 3 clusters Score -2664788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -2664791.750000 Penalty: 11546.177734
	Iteration 90Q: 3 clusters Score -2664792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -2664787.000000 Penalty: 11546.177734
	Iteration 91Q: 3 clusters Score -2664787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -2664790.750000 Penalty: 11546.177734
	Iteration 92Q: 3 clusters Score -2664791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -2664790.750000 Penalty: 11546.177734
	Iteration 93Q: 3 clusters Score -2664791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -2664793.000000 Penalty: 11546.177734
	Iteration 94Q: 3 clusters Score -2664793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2664793.250000 Penalty: 11546.177734
	Iteration 95Q: 3 clusters Score -2664793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -2664793.250000 Penalty: 11546.177734
	Iteration 96Q: 3 clusters Score -2664793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -2664795.000000 Penalty: 11546.177734
	Iteration 97Q: 3 clusters Score -2664795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -2664797.500000 Penalty: 11546.177734
	Iteration 98Q: 3 clusters Score -2664798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -2664798.750000 Penalty: 11546.177734
	Iteration 99Q: 3 clusters Score -2664799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -2664798.750000 Penalty: 11546.177734
	Iteration 100F: 3 clusters Score -2664799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Entering Unmasked Estep 
Score: -2352136.250000 Penalty: 5670.984375
	Iteration 0F: 2 clusters Score -2352136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -2341716.250000 Penalty: 11341.968750
	Iteration 0F: 3 clusters Score -2341716 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -2343764.500000 Penalty: 11341.968750
	Iteration 1F: 3 clusters Score -2343764 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -2344216.000000 Penalty: 11341.968750
	Iteration 2F: 3 clusters Score -2344216 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -2344472.250000 Penalty: 11341.968750
	Iteration 3Q: 3 clusters Score -2344472 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -2344652.500000 Penalty: 11341.968750
	Iteration 4Q: 3 clusters Score -2344652 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -2344796.000000 Penalty: 11341.968750
	Iteration 5Q: 3 clusters Score -2344796 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -2344886.750000 Penalty: 11341.968750
	Iteration 6Q: 3 clusters Score -2344887 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -2344953.750000 Penalty: 11341.968750
	Iteration 7Q: 3 clusters Score -2344954 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -2345004.000000 Penalty: 11341.968750
	Iteration 8Q: 3 clusters Score -2345004 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -2345053.500000 Penalty: 11341.968750
	Iteration 9Q: 3 clusters Score -2345054 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -2345092.250000 Penalty: 11341.968750
	Iteration 10Q: 3 clusters Score -2345092 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -2345138.250000 Penalty: 11341.968750
	Iteration 11Q: 3 clusters Score -2345138 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -2345171.750000 Penalty: 11341.968750
	Iteration 12Q: 3 clusters Score -2345172 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -2345220.250000 Penalty: 11341.968750
	Iteration 13Q: 3 clusters Score -2345220 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -2345257.000000 Penalty: 11341.968750
	Iteration 14Q: 3 clusters Score -2345257 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -2345290.500000 Penalty: 11341.968750
	Iteration 15Q: 3 clusters Score -2345290 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -2345338.000000 Penalty: 11341.968750
	Iteration 16Q: 3 clusters Score -2345338 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -2345382.000000 Penalty: 11341.968750
	Iteration 17Q: 3 clusters Score -2345382 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -2345428.000000 Penalty: 11341.968750
	Iteration 18Q: 3 clusters Score -2345428 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -2345467.250000 Penalty: 11341.968750
	Iteration 19Q: 3 clusters Score -2345467 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -2345515.500000 Penalty: 11341.968750
	Iteration 20F: 3 clusters Score -2345516 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -2345550.250000 Penalty: 11341.968750
	Iteration 21Q: 3 clusters Score -2345550 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -2345603.000000 Penalty: 11341.968750
	Iteration 22Q: 3 clusters Score -2345603 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -2345653.500000 Penalty: 11341.968750
	Iteration 23Q: 3 clusters Score -2345654 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -2345687.500000 Penalty: 11341.968750
	Iteration 24Q: 3 clusters Score -2345688 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -2345733.000000 Penalty: 11341.968750
	Iteration 25Q: 3 clusters Score -2345733 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -2345787.000000 Penalty: 11341.968750
	Iteration 26Q: 3 clusters Score -2345787 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -2345847.000000 Penalty: 11341.968750
	Iteration 27Q: 3 clusters Score -2345847 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -2345902.750000 Penalty: 11341.968750
	Iteration 28Q: 3 clusters Score -2345903 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -2345970.250000 Penalty: 11341.968750
	Iteration 29Q: 3 clusters Score -2345970 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -2346063.500000 Penalty: 11341.968750
	Iteration 30Q: 3 clusters Score -2346064 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -2346142.750000 Penalty: 11341.968750
	Iteration 31Q: 3 clusters Score -2346143 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -2346243.250000 Penalty: 11341.968750
	Iteration 32Q: 3 clusters Score -2346243 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -2346346.750000 Penalty: 11341.968750
	Iteration 33Q: 3 clusters Score -2346347 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -2346459.250000 Penalty: 11341.968750
	Iteration 34Q: 3 clusters Score -2346459 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -2346605.250000 Penalty: 11341.968750
	Iteration 35Q: 3 clusters Score -2346605 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -2346787.500000 Penalty: 11341.968750
	Iteration 36Q: 3 clusters Score -2346788 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -2346993.000000 Penalty: 11341.968750
	Iteration 37Q: 3 clusters Score -2346993 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -2347303.500000 Penalty: 11341.968750
	Iteration 38Q: 3 clusters Score -2347304 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -2347817.250000 Penalty: 11341.968750
	Iteration 39Q: 3 clusters Score -2347817 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -2348541.750000 Penalty: 11341.968750
	Iteration 40F: 3 clusters Score -2348542 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -2349245.000000 Penalty: 11341.968750
	Iteration 41Q: 3 clusters Score -2349245 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -2349645.000000 Penalty: 11341.968750
	Iteration 42Q: 3 clusters Score -2349645 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -2349810.000000 Penalty: 11341.968750
	Iteration 43Q: 3 clusters Score -2349810 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -2349850.250000 Penalty: 11341.968750
	Iteration 44Q: 3 clusters Score -2349850 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -2349875.750000 Penalty: 11341.968750
	Iteration 45Q: 3 clusters Score -2349876 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -2349886.750000 Penalty: 11341.968750
	Iteration 46Q: 3 clusters Score -2349887 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -2349890.500000 Penalty: 11341.968750
	Iteration 47Q: 3 clusters Score -2349890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -2349887.500000 Penalty: 11341.968750
	Iteration 48Q: 3 clusters Score -2349888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -2349895.000000 Penalty: 11341.968750
	Iteration 49Q: 3 clusters Score -2349895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -2349894.750000 Penalty: 11341.968750
	Iteration 50Q: 3 clusters Score -2349895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -2349893.750000 Penalty: 11341.968750
	Iteration 51Q: 3 clusters Score -2349894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -2349896.250000 Penalty: 11341.968750
	Iteration 52Q: 3 clusters Score -2349896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -2349896.250000 Penalty: 11341.968750
	Iteration 53F: 3 clusters Score -2349896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (27159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27159 members 
Entering Unmasked Estep 
Score: -6068858.000000 Penalty: 6253.296875
	Iteration 0F: 2 clusters Score -6068858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -6047732.500000 Penalty: 12506.593750
	Iteration 0F: 3 clusters Score -6047732 nChanged 11429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -6053958.500000 Penalty: 12506.593750
	Iteration 1F: 3 clusters Score -6053958 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -6054671.000000 Penalty: 12506.593750
	Iteration 2F: 3 clusters Score -6054671 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -6055165.500000 Penalty: 12506.593750
	Iteration 3Q: 3 clusters Score -6055166 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -6055588.500000 Penalty: 12506.593750
	Iteration 4Q: 3 clusters Score -6055588 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -6055974.000000 Penalty: 12506.593750
	Iteration 5Q: 3 clusters Score -6055974 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -6056238.000000 Penalty: 12506.593750
	Iteration 6Q: 3 clusters Score -6056238 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -6056573.500000 Penalty: 12506.593750
	Iteration 7Q: 3 clusters Score -6056574 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -6056906.500000 Penalty: 12506.593750
	Iteration 8Q: 3 clusters Score -6056906 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -6057220.000000 Penalty: 12506.593750
	Iteration 9Q: 3 clusters Score -6057220 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -6057556.000000 Penalty: 12506.593750
	Iteration 10Q: 3 clusters Score -6057556 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -6058009.000000 Penalty: 12506.593750
	Iteration 11Q: 3 clusters Score -6058009 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -6058462.500000 Penalty: 12506.593750
	Iteration 12Q: 3 clusters Score -6058462 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -6058972.500000 Penalty: 12506.593750
	Iteration 13Q: 3 clusters Score -6058972 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -6059587.500000 Penalty: 12506.593750
	Iteration 14Q: 3 clusters Score -6059588 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -6060337.500000 Penalty: 12506.593750
	Iteration 15Q: 3 clusters Score -6060338 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -6061108.000000 Penalty: 12506.593750
	Iteration 16Q: 3 clusters Score -6061108 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -6061874.500000 Penalty: 12506.593750
	Iteration 17Q: 3 clusters Score -6061874 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -6062611.500000 Penalty: 12506.593750
	Iteration 18Q: 3 clusters Score -6062612 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -6063156.500000 Penalty: 12506.593750
	Iteration 19Q: 3 clusters Score -6063156 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -6063530.500000 Penalty: 12506.593750
	Iteration 20F: 3 clusters Score -6063530 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -6063774.500000 Penalty: 12506.593750
	Iteration 21Q: 3 clusters Score -6063774 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -6063920.000000 Penalty: 12506.593750
	Iteration 22Q: 3 clusters Score -6063920 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -6064008.000000 Penalty: 12506.593750
	Iteration 23Q: 3 clusters Score -6064008 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -6064027.000000 Penalty: 12506.593750
	Iteration 24Q: 3 clusters Score -6064027 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -6064034.000000 Penalty: 12506.593750
	Iteration 25Q: 3 clusters Score -6064034 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -6064051.500000 Penalty: 12506.593750
	Iteration 26Q: 3 clusters Score -6064052 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -6064074.500000 Penalty: 12506.593750
	Iteration 27Q: 3 clusters Score -6064074 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -6064086.500000 Penalty: 12506.593750
	Iteration 28Q: 3 clusters Score -6064086 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -6064097.000000 Penalty: 12506.593750
	Iteration 29Q: 3 clusters Score -6064097 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -6064112.000000 Penalty: 12506.593750
	Iteration 30Q: 3 clusters Score -6064112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -6064124.000000 Penalty: 12506.593750
	Iteration 31Q: 3 clusters Score -6064124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24068 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -6064127.000000 Penalty: 12506.593750
	Iteration 32Q: 3 clusters Score -6064127 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -6064133.500000 Penalty: 12506.593750
	Iteration 33Q: 3 clusters Score -6064134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -6064132.000000 Penalty: 12506.593750
	Iteration 34Q: 3 clusters Score -6064132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -6064141.000000 Penalty: 12506.593750
	Iteration 35Q: 3 clusters Score -6064141 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -6064147.500000 Penalty: 12506.593750
	Iteration 36Q: 3 clusters Score -6064148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -6064148.000000 Penalty: 12506.593750
	Iteration 37Q: 3 clusters Score -6064148 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -6064165.500000 Penalty: 12506.593750
	Iteration 38Q: 3 clusters Score -6064166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -6064162.500000 Penalty: 12506.593750
	Iteration 39Q: 3 clusters Score -6064162 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -6064169.000000 Penalty: 12506.593750
	Iteration 40F: 3 clusters Score -6064169 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -6064165.000000 Penalty: 12506.593750
	Iteration 41Q: 3 clusters Score -6064165 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -6064171.000000 Penalty: 12506.593750
	Iteration 42Q: 3 clusters Score -6064171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -6064180.000000 Penalty: 12506.593750
	Iteration 43Q: 3 clusters Score -6064180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -6064180.500000 Penalty: 12506.593750
	Iteration 44Q: 3 clusters Score -6064180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -6064182.000000 Penalty: 12506.593750
	Iteration 45Q: 3 clusters Score -6064182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -6064186.500000 Penalty: 12506.593750
	Iteration 46Q: 3 clusters Score -6064186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -6064190.500000 Penalty: 12506.593750
	Iteration 47Q: 3 clusters Score -6064190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -6064194.000000 Penalty: 12506.593750
	Iteration 48Q: 3 clusters Score -6064194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -6064194.000000 Penalty: 12506.593750
	Iteration 49F: 3 clusters Score -6064194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Entering Unmasked Estep 
Score: -1625870.250000 Penalty: 5470.251953
	Iteration 0F: 2 clusters Score -1625870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1617201.750000 Penalty: 10940.503906
	Iteration 0F: 3 clusters Score -1617202 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1618870.625000 Penalty: 10940.503906
	Iteration 1F: 3 clusters Score -1618871 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1619212.625000 Penalty: 10940.503906
	Iteration 2F: 3 clusters Score -1619213 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1619453.875000 Penalty: 10940.503906
	Iteration 3Q: 3 clusters Score -1619454 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1619637.750000 Penalty: 10940.503906
	Iteration 4Q: 3 clusters Score -1619638 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1619793.000000 Penalty: 10940.503906
	Iteration 5Q: 3 clusters Score -1619793 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1619957.250000 Penalty: 10940.503906
	Iteration 6Q: 3 clusters Score -1619957 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1620110.250000 Penalty: 10940.503906
	Iteration 7Q: 3 clusters Score -1620110 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1620266.750000 Penalty: 10940.503906
	Iteration 8Q: 3 clusters Score -1620267 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1620392.000000 Penalty: 10940.503906
	Iteration 9Q: 3 clusters Score -1620392 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1620475.750000 Penalty: 10940.503906
	Iteration 10Q: 3 clusters Score -1620476 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1620570.750000 Penalty: 10940.503906
	Iteration 11Q: 3 clusters Score -1620571 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1620660.375000 Penalty: 10940.503906
	Iteration 12Q: 3 clusters Score -1620660 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1620748.250000 Penalty: 10940.503906
	Iteration 13Q: 3 clusters Score -1620748 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1620819.000000 Penalty: 10940.503906
	Iteration 14Q: 3 clusters Score -1620819 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1620875.250000 Penalty: 10940.503906
	Iteration 15Q: 3 clusters Score -1620875 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1620933.375000 Penalty: 10940.503906
	Iteration 16Q: 3 clusters Score -1620933 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1621005.750000 Penalty: 10940.503906
	Iteration 17Q: 3 clusters Score -1621006 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1621061.625000 Penalty: 10940.503906
	Iteration 18Q: 3 clusters Score -1621062 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1621110.000000 Penalty: 10940.503906
	Iteration 19Q: 3 clusters Score -1621110 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1621162.125000 Penalty: 10940.503906
	Iteration 20F: 3 clusters Score -1621162 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1621205.000000 Penalty: 10940.503906
	Iteration 21Q: 3 clusters Score -1621205 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1621236.375000 Penalty: 10940.503906
	Iteration 22Q: 3 clusters Score -1621236 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1621281.750000 Penalty: 10940.503906
	Iteration 23Q: 3 clusters Score -1621282 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1621324.750000 Penalty: 10940.503906
	Iteration 24Q: 3 clusters Score -1621325 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1621359.000000 Penalty: 10940.503906
	Iteration 25Q: 3 clusters Score -1621359 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1621397.250000 Penalty: 10940.503906
	Iteration 26Q: 3 clusters Score -1621397 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1621437.250000 Penalty: 10940.503906
	Iteration 27Q: 3 clusters Score -1621437 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1621478.625000 Penalty: 10940.503906
	Iteration 28Q: 3 clusters Score -1621479 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1621523.500000 Penalty: 10940.503906
	Iteration 29Q: 3 clusters Score -1621524 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1621557.500000 Penalty: 10940.503906
	Iteration 30Q: 3 clusters Score -1621558 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1621593.250000 Penalty: 10940.503906
	Iteration 31Q: 3 clusters Score -1621593 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1621628.500000 Penalty: 10940.503906
	Iteration 32Q: 3 clusters Score -1621628 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1621656.875000 Penalty: 10940.503906
	Iteration 33Q: 3 clusters Score -1621657 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1621705.250000 Penalty: 10940.503906
	Iteration 34Q: 3 clusters Score -1621705 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1621790.125000 Penalty: 10940.503906
	Iteration 35Q: 3 clusters Score -1621790 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1621863.875000 Penalty: 10940.503906
	Iteration 36Q: 3 clusters Score -1621864 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1621938.125000 Penalty: 10940.503906
	Iteration 37Q: 3 clusters Score -1621938 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1621978.875000 Penalty: 10940.503906
	Iteration 38Q: 3 clusters Score -1621979 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1622007.625000 Penalty: 10940.503906
	Iteration 39Q: 3 clusters Score -1622008 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1622033.500000 Penalty: 10940.503906
	Iteration 40F: 3 clusters Score -1622034 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1622049.125000 Penalty: 10940.503906
	Iteration 41Q: 3 clusters Score -1622049 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1622067.125000 Penalty: 10940.503906
	Iteration 42Q: 3 clusters Score -1622067 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1622079.250000 Penalty: 10940.503906
	Iteration 43Q: 3 clusters Score -1622079 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1622083.250000 Penalty: 10940.503906
	Iteration 44Q: 3 clusters Score -1622083 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1622097.000000 Penalty: 10940.503906
	Iteration 45Q: 3 clusters Score -1622097 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1622099.625000 Penalty: 10940.503906
	Iteration 46Q: 3 clusters Score -1622100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1622109.500000 Penalty: 10940.503906
	Iteration 47Q: 3 clusters Score -1622110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1622116.125000 Penalty: 10940.503906
	Iteration 48Q: 3 clusters Score -1622116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1622120.250000 Penalty: 10940.503906
	Iteration 49Q: 3 clusters Score -1622120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1622121.625000 Penalty: 10940.503906
	Iteration 50Q: 3 clusters Score -1622122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1622122.375000 Penalty: 10940.503906
	Iteration 51Q: 3 clusters Score -1622122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1622126.625000 Penalty: 10940.503906
	Iteration 52Q: 3 clusters Score -1622127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1622124.750000 Penalty: 10940.503906
	Iteration 53Q: 3 clusters Score -1622125 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1622130.625000 Penalty: 10940.503906
	Iteration 54Q: 3 clusters Score -1622131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1622133.000000 Penalty: 10940.503906
	Iteration 55Q: 3 clusters Score -1622133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1622136.875000 Penalty: 10940.503906
	Iteration 56Q: 3 clusters Score -1622137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1622139.625000 Penalty: 10940.503906
	Iteration 57Q: 3 clusters Score -1622140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1622141.500000 Penalty: 10940.503906
	Iteration 58Q: 3 clusters Score -1622142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1622141.250000 Penalty: 10940.503906
	Iteration 59Q: 3 clusters Score -1622141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1622143.125000 Penalty: 10940.503906
	Iteration 60F: 3 clusters Score -1622143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1622143.500000 Penalty: 10940.503906
	Iteration 61Q: 3 clusters Score -1622144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1622144.875000 Penalty: 10940.503906
	Iteration 62Q: 3 clusters Score -1622145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1622147.500000 Penalty: 10940.503906
	Iteration 63Q: 3 clusters Score -1622148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1622146.875000 Penalty: 10940.503906
	Iteration 64Q: 3 clusters Score -1622147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1622149.500000 Penalty: 10940.503906
	Iteration 65Q: 3 clusters Score -1622150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1622150.000000 Penalty: 10940.503906
	Iteration 66Q: 3 clusters Score -1622150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1622149.000000 Penalty: 10940.503906
	Iteration 67Q: 3 clusters Score -1622149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1622153.000000 Penalty: 10940.503906
	Iteration 68Q: 3 clusters Score -1622153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1622153.000000 Penalty: 10940.503906
	Iteration 69F: 3 clusters Score -1622153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Entering Unmasked Estep 
Score: -1309946.375000 Penalty: 5333.535645
	Iteration 0F: 2 clusters Score -1309946 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 3037 members 
Entering Unmasked Estep 
Score: -1302162.750000 Penalty: 10667.071289
	Iteration 0F: 3 clusters Score -1302163 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1303531.250000 Penalty: 10667.071289
	Iteration 1F: 3 clusters Score -1303531 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1303846.750000 Penalty: 10667.071289
	Iteration 2F: 3 clusters Score -1303847 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1304028.500000 Penalty: 10667.071289
	Iteration 3Q: 3 clusters Score -1304028 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1304135.125000 Penalty: 10667.071289
	Iteration 4Q: 3 clusters Score -1304135 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1304206.625000 Penalty: 10667.071289
	Iteration 5Q: 3 clusters Score -1304207 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1304255.250000 Penalty: 10667.071289
	Iteration 6Q: 3 clusters Score -1304255 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1304281.750000 Penalty: 10667.071289
	Iteration 7Q: 3 clusters Score -1304282 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1304303.250000 Penalty: 10667.071289
	Iteration 8Q: 3 clusters Score -1304303 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1304321.250000 Penalty: 10667.071289
	Iteration 9Q: 3 clusters Score -1304321 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1304336.250000 Penalty: 10667.071289
	Iteration 10Q: 3 clusters Score -1304336 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1304348.375000 Penalty: 10667.071289
	Iteration 11Q: 3 clusters Score -1304348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1304356.125000 Penalty: 10667.071289
	Iteration 12Q: 3 clusters Score -1304356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1304361.500000 Penalty: 10667.071289
	Iteration 13Q: 3 clusters Score -1304362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1304366.000000 Penalty: 10667.071289
	Iteration 14Q: 3 clusters Score -1304366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1304372.500000 Penalty: 10667.071289
	Iteration 15Q: 3 clusters Score -1304372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1304376.875000 Penalty: 10667.071289
	Iteration 16Q: 3 clusters Score -1304377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1304381.875000 Penalty: 10667.071289
	Iteration 17Q: 3 clusters Score -1304382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1304393.125000 Penalty: 10667.071289
	Iteration 18Q: 3 clusters Score -1304393 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1304399.625000 Penalty: 10667.071289
	Iteration 19Q: 3 clusters Score -1304400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1304405.250000 Penalty: 10667.071289
	Iteration 20F: 3 clusters Score -1304405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1304412.375000 Penalty: 10667.071289
	Iteration 21Q: 3 clusters Score -1304412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1304420.625000 Penalty: 10667.071289
	Iteration 22Q: 3 clusters Score -1304421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1304424.250000 Penalty: 10667.071289
	Iteration 23Q: 3 clusters Score -1304424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1304431.000000 Penalty: 10667.071289
	Iteration 24Q: 3 clusters Score -1304431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1304434.125000 Penalty: 10667.071289
	Iteration 25Q: 3 clusters Score -1304434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1304440.000000 Penalty: 10667.071289
	Iteration 26Q: 3 clusters Score -1304440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1304449.250000 Penalty: 10667.071289
	Iteration 27Q: 3 clusters Score -1304449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1304451.125000 Penalty: 10667.071289
	Iteration 28Q: 3 clusters Score -1304451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1304450.375000 Penalty: 10667.071289
	Iteration 29Q: 3 clusters Score -1304450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1304450.375000 Penalty: 10667.071289
	Iteration 30F: 3 clusters Score -1304450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (35376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35376 members 
Entering Unmasked Estep 
Score: -8016325.500000 Penalty: 6415.195801
	Iteration 0F: 2 clusters Score -8016326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -7990206.000000 Penalty: 12830.391602
	Iteration 0F: 3 clusters Score -7990206 nChanged 15008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -7998192.500000 Penalty: 12830.391602
	Iteration 1F: 3 clusters Score -7998192 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -7999066.500000 Penalty: 12830.391602
	Iteration 2F: 3 clusters Score -7999066 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -7999861.000000 Penalty: 12830.391602
	Iteration 3Q: 3 clusters Score -7999861 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -8000586.500000 Penalty: 12830.391602
	Iteration 4Q: 3 clusters Score -8000586 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -8001383.500000 Penalty: 12830.391602
	Iteration 5Q: 3 clusters Score -8001384 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -8002065.000000 Penalty: 12830.391602
	Iteration 6Q: 3 clusters Score -8002065 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -8002677.000000 Penalty: 12830.391602
	Iteration 7Q: 3 clusters Score -8002677 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -8003320.500000 Penalty: 12830.391602
	Iteration 8Q: 3 clusters Score -8003320 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -8003931.000000 Penalty: 12830.391602
	Iteration 9Q: 3 clusters Score -8003931 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -8004498.000000 Penalty: 12830.391602
	Iteration 10Q: 3 clusters Score -8004498 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -8005090.000000 Penalty: 12830.391602
	Iteration 11Q: 3 clusters Score -8005090 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -8005741.000000 Penalty: 12830.391602
	Iteration 12Q: 3 clusters Score -8005741 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -8006431.500000 Penalty: 12830.391602
	Iteration 13Q: 3 clusters Score -8006432 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 25763 members 
Entering Unmasked Estep 
Score: -8007138.500000 Penalty: 12830.391602
	Iteration 14Q: 3 clusters Score -8007138 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -8007749.000000 Penalty: 12830.391602
	Iteration 15Q: 3 clusters Score -8007749 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 28038 members 
Entering Unmasked Estep 
Score: -8008378.500000 Penalty: 12830.391602
	Iteration 16Q: 3 clusters Score -8008378 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 29038 members 
Entering Unmasked Estep 
Score: -8008959.000000 Penalty: 12830.391602
	Iteration 17Q: 3 clusters Score -8008959 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 29902 members 
Entering Unmasked Estep 
Score: -8009381.000000 Penalty: 12830.391602
	Iteration 18Q: 3 clusters Score -8009381 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 30617 members 
Entering Unmasked Estep 
Score: -8009759.000000 Penalty: 12830.391602
	Iteration 19Q: 3 clusters Score -8009759 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 31242 members 
Entering Unmasked Estep 
Score: -8010084.000000 Penalty: 12830.391602
	Iteration 20F: 3 clusters Score -8010084 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 31688 members 
Entering Unmasked Estep 
Score: -8010326.000000 Penalty: 12830.391602
	Iteration 21Q: 3 clusters Score -8010326 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 32046 members 
Entering Unmasked Estep 
Score: -8010521.500000 Penalty: 12830.391602
	Iteration 22Q: 3 clusters Score -8010522 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 32340 members 
Entering Unmasked Estep 
Score: -8010660.500000 Penalty: 12830.391602
	Iteration 23Q: 3 clusters Score -8010660 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 32566 members 
Entering Unmasked Estep 
Score: -8010739.000000 Penalty: 12830.391602
	Iteration 24Q: 3 clusters Score -8010739 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 32746 members 
Entering Unmasked Estep 
Score: -8010834.500000 Penalty: 12830.391602
	Iteration 25Q: 3 clusters Score -8010834 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 32875 members 
Entering Unmasked Estep 
Score: -8010900.000000 Penalty: 12830.391602
	Iteration 26Q: 3 clusters Score -8010900 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 32984 members 
Entering Unmasked Estep 
Score: -8010926.000000 Penalty: 12830.391602
	Iteration 27Q: 3 clusters Score -8010926 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 33072 members 
Entering Unmasked Estep 
Score: -8010978.000000 Penalty: 12830.391602
	Iteration 28Q: 3 clusters Score -8010978 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 33143 members 
Entering Unmasked Estep 
Score: -8010987.500000 Penalty: 12830.391602
	Iteration 29Q: 3 clusters Score -8010988 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 33201 members 
Entering Unmasked Estep 
Score: -8011012.000000 Penalty: 12830.391602
	Iteration 30Q: 3 clusters Score -8011012 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 33246 members 
Entering Unmasked Estep 
Score: -8011032.500000 Penalty: 12830.391602
	Iteration 31Q: 3 clusters Score -8011032 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 33294 members 
Entering Unmasked Estep 
Score: -8011051.000000 Penalty: 12830.391602
	Iteration 32Q: 3 clusters Score -8011051 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 33328 members 
Entering Unmasked Estep 
Score: -8011090.000000 Penalty: 12830.391602
	Iteration 33Q: 3 clusters Score -8011090 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -8011097.500000 Penalty: 12830.391602
	Iteration 34Q: 3 clusters Score -8011098 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 33391 members 
Entering Unmasked Estep 
Score: -8011113.000000 Penalty: 12830.391602
	Iteration 35Q: 3 clusters Score -8011113 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 33413 members 
Entering Unmasked Estep 
Score: -8011104.500000 Penalty: 12830.391602
	Iteration 36Q: 3 clusters Score -8011104 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 33433 members 
Entering Unmasked Estep 
Score: -8011119.000000 Penalty: 12830.391602
	Iteration 37Q: 3 clusters Score -8011119 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 33447 members 
Entering Unmasked Estep 
Score: -8011128.000000 Penalty: 12830.391602
	Iteration 38Q: 3 clusters Score -8011128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 33461 members 
Entering Unmasked Estep 
Score: -8011120.500000 Penalty: 12830.391602
	Iteration 39Q: 3 clusters Score -8011120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 33474 members 
Entering Unmasked Estep 
Score: -8011128.500000 Penalty: 12830.391602
	Iteration 40F: 3 clusters Score -8011128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 33482 members 
Entering Unmasked Estep 
Score: -8011126.500000 Penalty: 12830.391602
	Iteration 41Q: 3 clusters Score -8011126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 33487 members 
Entering Unmasked Estep 
Score: -8011130.500000 Penalty: 12830.391602
	Iteration 42Q: 3 clusters Score -8011130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 33493 members 
Entering Unmasked Estep 
Score: -8011134.000000 Penalty: 12830.391602
	Iteration 43Q: 3 clusters Score -8011134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 33499 members 
Entering Unmasked Estep 
Score: -8011129.000000 Penalty: 12830.391602
	Iteration 44Q: 3 clusters Score -8011129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 33504 members 
Entering Unmasked Estep 
Score: -8011127.500000 Penalty: 12830.391602
	Iteration 45Q: 3 clusters Score -8011128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 33510 members 
Entering Unmasked Estep 
Score: -8011132.000000 Penalty: 12830.391602
	Iteration 46Q: 3 clusters Score -8011132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 33512 members 
Entering Unmasked Estep 
Score: -8011136.000000 Penalty: 12830.391602
	Iteration 47Q: 3 clusters Score -8011136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 33515 members 
Entering Unmasked Estep 
Score: -8011139.500000 Penalty: 12830.391602
	Iteration 48Q: 3 clusters Score -8011140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 33519 members 
Entering Unmasked Estep 
Score: -8011136.500000 Penalty: 12830.391602
	Iteration 49Q: 3 clusters Score -8011136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 33522 members 
Entering Unmasked Estep 
Score: -8011136.000000 Penalty: 12830.391602
	Iteration 50Q: 3 clusters Score -8011136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 33524 members 
Entering Unmasked Estep 
Score: -8011144.000000 Penalty: 12830.391602
	Iteration 51Q: 3 clusters Score -8011144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 33525 members 
Entering Unmasked Estep 
Score: -8011150.000000 Penalty: 12830.391602
	Iteration 52Q: 3 clusters Score -8011150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 33526 members 
Entering Unmasked Estep 
Score: -8011147.500000 Penalty: 12830.391602
	Iteration 53Q: 3 clusters Score -8011148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 33527 members 
Entering Unmasked Estep 
Score: -8011150.500000 Penalty: 12830.391602
	Iteration 54Q: 3 clusters Score -8011150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 33529 members 
Entering Unmasked Estep 
Score: -8011147.500000 Penalty: 12830.391602
	Iteration 55Q: 3 clusters Score -8011148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 33531 members 
Entering Unmasked Estep 
Score: -8011153.000000 Penalty: 12830.391602
	Iteration 56Q: 3 clusters Score -8011153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 33534 members 
Entering Unmasked Estep 
Score: -8011147.000000 Penalty: 12830.391602
	Iteration 57Q: 3 clusters Score -8011147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 33537 members 
Entering Unmasked Estep 
Score: -8011149.000000 Penalty: 12830.391602
	Iteration 58Q: 3 clusters Score -8011149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 33539 members 
Entering Unmasked Estep 
Score: -8011150.000000 Penalty: 12830.391602
	Iteration 59Q: 3 clusters Score -8011150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 33541 members 
Entering Unmasked Estep 
Score: -8011150.000000 Penalty: 12830.391602
	Iteration 60F: 3 clusters Score -8011150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 33547 members 
Entering Unmasked Estep 
Score: -8011151.500000 Penalty: 12830.391602
	Iteration 61Q: 3 clusters Score -8011152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 33554 members 
Entering Unmasked Estep 
Score: -8011162.500000 Penalty: 12830.391602
	Iteration 62Q: 3 clusters Score -8011162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 33559 members 
Entering Unmasked Estep 
Score: -8011161.500000 Penalty: 12830.391602
	Iteration 63Q: 3 clusters Score -8011162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 33564 members 
Entering Unmasked Estep 
Score: -8011165.000000 Penalty: 12830.391602
	Iteration 64Q: 3 clusters Score -8011165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 33567 members 
Entering Unmasked Estep 
Score: -8011166.500000 Penalty: 12830.391602
	Iteration 65Q: 3 clusters Score -8011166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 33572 members 
Entering Unmasked Estep 
Score: -8011160.000000 Penalty: 12830.391602
	Iteration 66Q: 3 clusters Score -8011160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 33574 members 
Entering Unmasked Estep 
Score: -8011163.500000 Penalty: 12830.391602
	Iteration 67Q: 3 clusters Score -8011164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 33574 members 
Entering Unmasked Estep 
Score: -8011163.500000 Penalty: 12830.391602
	Iteration 68F: 3 clusters Score -8011164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (62441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62441 members 
Entering Unmasked Estep 
Score: -14022879.000000 Penalty: 6763.210938
	Iteration 0F: 2 clusters Score -1.402288e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 31185 members 
Entering Unmasked Estep 
Score: -13979325.000000 Penalty: 13526.421875
	Iteration 0F: 3 clusters Score -1.397932e+07 nChanged 27759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31439 members 
Mstep: Class 2 contains 31002 members 
Entering Unmasked Estep 
Score: -13994045.000000 Penalty: 13526.421875
	Iteration 1F: 3 clusters Score -1.399404e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31645 members 
Mstep: Class 2 contains 30796 members 
Entering Unmasked Estep 
Score: -13995034.000000 Penalty: 13526.421875
	Iteration 2Q: 3 clusters Score -1.399503e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31912 members 
Mstep: Class 2 contains 30529 members 
Entering Unmasked Estep 
Score: -13996028.000000 Penalty: 13526.421875
	Iteration 3Q: 3 clusters Score -1.399603e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32441 members 
Mstep: Class 2 contains 30000 members 
Entering Unmasked Estep 
Score: -13996890.000000 Penalty: 13526.421875
	Iteration 4Q: 3 clusters Score -1.399689e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33177 members 
Mstep: Class 2 contains 29264 members 
Entering Unmasked Estep 
Score: -13997768.000000 Penalty: 13526.421875
	Iteration 5Q: 3 clusters Score -1.399777e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34240 members 
Mstep: Class 2 contains 28201 members 
Entering Unmasked Estep 
Score: -13998876.000000 Penalty: 13526.421875
	Iteration 6Q: 3 clusters Score -1.399888e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35653 members 
Mstep: Class 2 contains 26788 members 
Entering Unmasked Estep 
Score: -14000128.000000 Penalty: 13526.421875
	Iteration 7Q: 3 clusters Score -1.400013e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37552 members 
Mstep: Class 2 contains 24889 members 
Entering Unmasked Estep 
Score: -14001497.000000 Penalty: 13526.421875
	Iteration 8Q: 3 clusters Score -1.40015e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40017 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -14003384.000000 Penalty: 13526.421875
	Iteration 9F: 3 clusters Score -1.400338e+07 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42830 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -14005458.000000 Penalty: 13526.421875
	Iteration 10F: 3 clusters Score -1.400546e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45910 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -14007731.000000 Penalty: 13526.421875
	Iteration 11F: 3 clusters Score -1.400773e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48820 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -14009690.000000 Penalty: 13526.421875
	Iteration 12F: 3 clusters Score -1.400969e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51322 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -14011223.000000 Penalty: 13526.421875
	Iteration 13Q: 3 clusters Score -1.401122e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53448 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -14012492.000000 Penalty: 13526.421875
	Iteration 14Q: 3 clusters Score -1.401249e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55159 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -14013533.000000 Penalty: 13526.421875
	Iteration 15Q: 3 clusters Score -1.401353e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56472 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -14014345.000000 Penalty: 13526.421875
	Iteration 16Q: 3 clusters Score -1.401434e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57545 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -14015056.000000 Penalty: 13526.421875
	Iteration 17Q: 3 clusters Score -1.401506e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58382 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -14015577.000000 Penalty: 13526.421875
	Iteration 18Q: 3 clusters Score -1.401558e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59021 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -14015994.000000 Penalty: 13526.421875
	Iteration 19Q: 3 clusters Score -1.401599e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59495 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -14016328.000000 Penalty: 13526.421875
	Iteration 20F: 3 clusters Score -1.401633e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59845 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -14016576.000000 Penalty: 13526.421875
	Iteration 21Q: 3 clusters Score -1.401658e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60111 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -14016750.000000 Penalty: 13526.421875
	Iteration 22Q: 3 clusters Score -1.401675e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60294 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -14016885.000000 Penalty: 13526.421875
	Iteration 23Q: 3 clusters Score -1.401688e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60423 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -14016996.000000 Penalty: 13526.421875
	Iteration 24Q: 3 clusters Score -1.4017e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60537 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -14017102.000000 Penalty: 13526.421875
	Iteration 25Q: 3 clusters Score -1.40171e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60614 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -14017134.000000 Penalty: 13526.421875
	Iteration 26Q: 3 clusters Score -1.401713e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60676 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -14017213.000000 Penalty: 13526.421875
	Iteration 27Q: 3 clusters Score -1.401721e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60728 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -14017239.000000 Penalty: 13526.421875
	Iteration 28Q: 3 clusters Score -1.401724e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60752 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -14017264.000000 Penalty: 13526.421875
	Iteration 29Q: 3 clusters Score -1.401726e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60786 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -14017303.000000 Penalty: 13526.421875
	Iteration 30Q: 3 clusters Score -1.40173e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60811 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -14017306.000000 Penalty: 13526.421875
	Iteration 31Q: 3 clusters Score -1.401731e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60835 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -14017349.000000 Penalty: 13526.421875
	Iteration 32Q: 3 clusters Score -1.401735e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60849 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -14017345.000000 Penalty: 13526.421875
	Iteration 33Q: 3 clusters Score -1.401734e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60862 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -14017376.000000 Penalty: 13526.421875
	Iteration 34Q: 3 clusters Score -1.401738e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60875 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -14017402.000000 Penalty: 13526.421875
	Iteration 35Q: 3 clusters Score -1.40174e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60890 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -14017395.000000 Penalty: 13526.421875
	Iteration 36Q: 3 clusters Score -1.40174e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60899 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -14017394.000000 Penalty: 13526.421875
	Iteration 37Q: 3 clusters Score -1.401739e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60905 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -14017393.000000 Penalty: 13526.421875
	Iteration 38Q: 3 clusters Score -1.401739e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60909 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -14017403.000000 Penalty: 13526.421875
	Iteration 39Q: 3 clusters Score -1.40174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60912 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -14017414.000000 Penalty: 13526.421875
	Iteration 40F: 3 clusters Score -1.401741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60912 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -14017404.000000 Penalty: 13526.421875
	Iteration 41Q: 3 clusters Score -1.40174e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60913 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -14017407.000000 Penalty: 13526.421875
	Iteration 42Q: 3 clusters Score -1.401741e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60913 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -14017407.000000 Penalty: 13526.421875
	Iteration 43F: 3 clusters Score -1.401741e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (69306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69306 members 
Entering Unmasked Estep 
Score: -15488745.000000 Penalty: 6827.100586
	Iteration 0F: 2 clusters Score -1.548874e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34516 members 
Mstep: Class 2 contains 34790 members 
Entering Unmasked Estep 
Score: -15440778.000000 Penalty: 13654.201172
	Iteration 0F: 3 clusters Score -1.544078e+07 nChanged 31018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33788 members 
Mstep: Class 2 contains 35518 members 
Entering Unmasked Estep 
Score: -15457274.000000 Penalty: 13654.201172
	Iteration 1F: 3 clusters Score -1.545727e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33383 members 
Mstep: Class 2 contains 35923 members 
Entering Unmasked Estep 
Score: -15458130.000000 Penalty: 13654.201172
	Iteration 2Q: 3 clusters Score -1.545813e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32782 members 
Mstep: Class 2 contains 36524 members 
Entering Unmasked Estep 
Score: -15458923.000000 Penalty: 13654.201172
	Iteration 3Q: 3 clusters Score -1.545892e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31996 members 
Mstep: Class 2 contains 37310 members 
Entering Unmasked Estep 
Score: -15459608.000000 Penalty: 13654.201172
	Iteration 4Q: 3 clusters Score -1.545961e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30897 members 
Mstep: Class 2 contains 38409 members 
Entering Unmasked Estep 
Score: -15460217.000000 Penalty: 13654.201172
	Iteration 5Q: 3 clusters Score -1.546022e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29473 members 
Mstep: Class 2 contains 39833 members 
Entering Unmasked Estep 
Score: -15461157.000000 Penalty: 13654.201172
	Iteration 6Q: 3 clusters Score -1.546116e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 41751 members 
Entering Unmasked Estep 
Score: -15462253.000000 Penalty: 13654.201172
	Iteration 7Q: 3 clusters Score -1.546225e+07 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 44331 members 
Entering Unmasked Estep 
Score: -15464246.000000 Penalty: 13654.201172
	Iteration 8Q: 3 clusters Score -1.546425e+07 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 47687 members 
Entering Unmasked Estep 
Score: -15467026.000000 Penalty: 13654.201172
	Iteration 9F: 3 clusters Score -1.546703e+07 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 51721 members 
Entering Unmasked Estep 
Score: -15470795.000000 Penalty: 13654.201172
	Iteration 10F: 3 clusters Score -1.54708e+07 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 55959 members 
Entering Unmasked Estep 
Score: -15474689.000000 Penalty: 13654.201172
	Iteration 11F: 3 clusters Score -1.547469e+07 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 59601 members 
Entering Unmasked Estep 
Score: -15477999.000000 Penalty: 13654.201172
	Iteration 12F: 3 clusters Score -1.5478e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 62179 members 
Entering Unmasked Estep 
Score: -15480219.000000 Penalty: 13654.201172
	Iteration 13Q: 3 clusters Score -1.548022e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 63830 members 
Entering Unmasked Estep 
Score: -15481704.000000 Penalty: 13654.201172
	Iteration 14Q: 3 clusters Score -1.54817e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 64870 members 
Entering Unmasked Estep 
Score: -15482737.000000 Penalty: 13654.201172
	Iteration 15Q: 3 clusters Score -1.548274e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 65472 members 
Entering Unmasked Estep 
Score: -15483588.000000 Penalty: 13654.201172
	Iteration 16Q: 3 clusters Score -1.548359e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 65839 members 
Entering Unmasked Estep 
Score: -15484242.000000 Penalty: 13654.201172
	Iteration 17Q: 3 clusters Score -1.548424e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 66102 members 
Entering Unmasked Estep 
Score: -15484980.000000 Penalty: 13654.201172
	Iteration 18Q: 3 clusters Score -1.548498e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 66268 members 
Entering Unmasked Estep 
Score: -15485659.000000 Penalty: 13654.201172
	Iteration 19Q: 3 clusters Score -1.548566e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 66370 members 
Entering Unmasked Estep 
Score: -15486005.000000 Penalty: 13654.201172
	Iteration 20F: 3 clusters Score -1.5486e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 66429 members 
Entering Unmasked Estep 
Score: -15486195.000000 Penalty: 13654.201172
	Iteration 21Q: 3 clusters Score -1.54862e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 66469 members 
Entering Unmasked Estep 
Score: -15486213.000000 Penalty: 13654.201172
	Iteration 22Q: 3 clusters Score -1.548621e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 66501 members 
Entering Unmasked Estep 
Score: -15486246.000000 Penalty: 13654.201172
	Iteration 23Q: 3 clusters Score -1.548625e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 66514 members 
Entering Unmasked Estep 
Score: -15486248.000000 Penalty: 13654.201172
	Iteration 24Q: 3 clusters Score -1.548625e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 66518 members 
Entering Unmasked Estep 
Score: -15486263.000000 Penalty: 13654.201172
	Iteration 25Q: 3 clusters Score -1.548626e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 66522 members 
Entering Unmasked Estep 
Score: -15486273.000000 Penalty: 13654.201172
	Iteration 26Q: 3 clusters Score -1.548627e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 66523 members 
Entering Unmasked Estep 
Score: -15486274.000000 Penalty: 13654.201172
	Iteration 27Q: 3 clusters Score -1.548627e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 66523 members 
Entering Unmasked Estep 
Score: -15486272.000000 Penalty: 13654.201172
	Iteration 28Q: 3 clusters Score -1.548627e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 66524 members 
Entering Unmasked Estep 
Score: -15486267.000000 Penalty: 13654.201172
	Iteration 29Q: 3 clusters Score -1.548627e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 66526 members 
Entering Unmasked Estep 
Score: -15486261.000000 Penalty: 13654.201172
	Iteration 30Q: 3 clusters Score -1.548626e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 66527 members 
Entering Unmasked Estep 
Score: -15486268.000000 Penalty: 13654.201172
	Iteration 31Q: 3 clusters Score -1.548627e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 66528 members 
Entering Unmasked Estep 
Score: -15486267.000000 Penalty: 13654.201172
	Iteration 32Q: 3 clusters Score -1.548627e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 66528 members 
Entering Unmasked Estep 
Score: -15486267.000000 Penalty: 13654.201172
	Iteration 33F: 3 clusters Score -1.548627e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Entering Unmasked Estep 
Score: -3412762.500000 Penalty: 5901.689941
	Iteration 0F: 2 clusters Score -3412762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -3399122.750000 Penalty: 11803.379883
	Iteration 0F: 3 clusters Score -3399123 nChanged 6028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -3402406.000000 Penalty: 11803.379883
	Iteration 1F: 3 clusters Score -3402406 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -3403073.250000 Penalty: 11803.379883
	Iteration 2F: 3 clusters Score -3403073 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -3403602.000000 Penalty: 11803.379883
	Iteration 3F: 3 clusters Score -3403602 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -3404124.500000 Penalty: 11803.379883
	Iteration 4Q: 3 clusters Score -3404124 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -3404720.500000 Penalty: 11803.379883
	Iteration 5Q: 3 clusters Score -3404720 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -3405564.750000 Penalty: 11803.379883
	Iteration 6F: 3 clusters Score -3405565 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -3406870.750000 Penalty: 11803.379883
	Iteration 7F: 3 clusters Score -3406871 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -3408665.000000 Penalty: 11803.379883
	Iteration 8F: 3 clusters Score -3408665 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -3410818.500000 Penalty: 11803.379883
	Iteration 9F: 3 clusters Score -3410818 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -3412577.500000 Penalty: 11803.379883
	Iteration 10F: 3 clusters Score -3412578 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -3413633.500000 Penalty: 11803.379883
	Iteration 11F: 3 clusters Score -3413634 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -3414131.500000 Penalty: 11803.379883
	Iteration 12Q: 3 clusters Score -3414132 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -3414289.750000 Penalty: 11803.379883
	Iteration 13Q: 3 clusters Score -3414290 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -3414327.250000 Penalty: 11803.379883
	Iteration 14Q: 3 clusters Score -3414327 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -3414345.000000 Penalty: 11803.379883
	Iteration 15Q: 3 clusters Score -3414345 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -3414353.750000 Penalty: 11803.379883
	Iteration 16Q: 3 clusters Score -3414354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -3414356.250000 Penalty: 11803.379883
	Iteration 17Q: 3 clusters Score -3414356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -3414352.750000 Penalty: 11803.379883
	Iteration 18Q: 3 clusters Score -3414353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -3414354.500000 Penalty: 11803.379883
	Iteration 19Q: 3 clusters Score -3414354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -3414355.500000 Penalty: 11803.379883
	Iteration 20F: 3 clusters Score -3414356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 12400 members 
Mstep: Class 3 contains 10496 members 
Mstep: Class 4 contains 27159 members 
Mstep: Class 5 contains 7563 members 
Mstep: Class 6 contains 6050 members 
Mstep: Class 7 contains 35376 members 
Mstep: Class 8 contains 62441 members 
Mstep: Class 9 contains 69306 members 
Mstep: Class 10 contains 4501 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1583 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71242 members 
Mstep: Class 15 contains 4445 members 
Mstep: Class 16 contains 141786 members 
Mstep: Class 17 contains 34447 members 
Mstep: Class 18 contains 5958 members 
Mstep: Class 19 contains 7696 members 
Mstep: Class 20 contains 1763 members 
Mstep: Class 21 contains 9514 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2795 members 
Mstep: Class 25 contains 13299 members 
Mstep: Class 26 contains 32371 members 
Mstep: Class 27 contains 11719 members 
Mstep: Class 28 contains 52125 members 
Mstep: Class 29 contains 10796 members 
Entering Unmasked Estep 
Score: -157279360.000000 Penalty: 239503.718750
Splitting cluster 10 changes total score from -157280816.000000 to -157279360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (1299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Entering Unmasked Estep 
Score: -256125.078125 Penalty: 4391.227051
	Iteration 0F: 2 clusters Score -256125.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -251851.796875 Penalty: 8782.454102
	Iteration 0F: 3 clusters Score -251851.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -252719.359375 Penalty: 8782.454102
	Iteration 1F: 3 clusters Score -252719.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -253175.750000 Penalty: 8782.454102
	Iteration 2F: 3 clusters Score -253175.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -253561.750000 Penalty: 8782.454102
	Iteration 3F: 3 clusters Score -253561.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -253775.578125 Penalty: 8782.454102
	Iteration 4Q: 3 clusters Score -253775.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -253932.343750 Penalty: 8782.454102
	Iteration 5Q: 3 clusters Score -253932.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -254208.484375 Penalty: 8782.454102
	Iteration 6Q: 3 clusters Score -254208.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -254485.406250 Penalty: 8782.454102
	Iteration 7Q: 3 clusters Score -254485.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -254722.500000 Penalty: 8782.454102
	Iteration 8Q: 3 clusters Score -254722.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -254847.453125 Penalty: 8782.454102
	Iteration 9Q: 3 clusters Score -254847.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -254920.359375 Penalty: 8782.454102
	Iteration 10Q: 3 clusters Score -254920.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -254977.765625 Penalty: 8782.454102
	Iteration 11Q: 3 clusters Score -254977.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -255046.218750 Penalty: 8782.454102
	Iteration 12Q: 3 clusters Score -255046.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -255097.671875 Penalty: 8782.454102
	Iteration 13Q: 3 clusters Score -255097.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -255141.515625 Penalty: 8782.454102
	Iteration 14Q: 3 clusters Score -255141.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -255178.984375 Penalty: 8782.454102
	Iteration 15Q: 3 clusters Score -255179 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -255215.734375 Penalty: 8782.454102
	Iteration 16Q: 3 clusters Score -255215.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -255236.734375 Penalty: 8782.454102
	Iteration 17Q: 3 clusters Score -255236.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -255256.390625 Penalty: 8782.454102
	Iteration 18Q: 3 clusters Score -255256.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -255268.859375 Penalty: 8782.454102
	Iteration 19Q: 3 clusters Score -255268.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -255277.500000 Penalty: 8782.454102
	Iteration 20F: 3 clusters Score -255277.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -255315.703125 Penalty: 8782.454102
	Iteration 21Q: 3 clusters Score -255315.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -255448.453125 Penalty: 8782.454102
	Iteration 22Q: 3 clusters Score -255448.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -255491.828125 Penalty: 8782.454102
	Iteration 23Q: 3 clusters Score -255491.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -255523.015625 Penalty: 8782.454102
	Iteration 24Q: 3 clusters Score -255523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -255610.250000 Penalty: 8782.454102
	Iteration 25Q: 3 clusters Score -255610.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -255709.734375 Penalty: 8782.454102
	Iteration 26Q: 3 clusters Score -255709.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -256009.765625 Penalty: 8782.454102
	Iteration 27Q: 3 clusters Score -256009.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -256244.281250 Penalty: 8782.454102
	Iteration 28Q: 3 clusters Score -256244.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -256254.031250 Penalty: 8782.454102
	Iteration 29Q: 3 clusters Score -256254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -256254.031250 Penalty: 8782.454102
	Iteration 30F: 3 clusters Score -256254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 12400 members 
Mstep: Class 3 contains 10496 members 
Mstep: Class 4 contains 27159 members 
Mstep: Class 5 contains 7563 members 
Mstep: Class 6 contains 6050 members 
Mstep: Class 7 contains 35376 members 
Mstep: Class 8 contains 62441 members 
Mstep: Class 9 contains 69306 members 
Mstep: Class 10 contains 15297 members 
Mstep: Class 11 contains 756 members 
Mstep: Class 12 contains 1583 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71242 members 
Mstep: Class 15 contains 4445 members 
Mstep: Class 16 contains 141786 members 
Mstep: Class 17 contains 34447 members 
Mstep: Class 18 contains 5958 members 
Mstep: Class 19 contains 7696 members 
Mstep: Class 20 contains 1763 members 
Mstep: Class 21 contains 9514 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2795 members 
Mstep: Class 25 contains 13299 members 
Mstep: Class 26 contains 32371 members 
Mstep: Class 27 contains 11719 members 
Mstep: Class 28 contains 52125 members 
Mstep: Class 29 contains 543 members 
Entering Unmasked Estep 
Score: -157277264.000000 Penalty: 239503.718750
Splitting cluster 11 changes total score from -157280816.000000 to -157277264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (1583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Entering Unmasked Estep 
Score: -323877.843750 Penalty: 4512.334473
	Iteration 0F: 2 clusters Score -323877.8 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 762 members 
Entering Unmasked Estep 
Score: -319452.312500 Penalty: 9024.668945
	Iteration 0F: 3 clusters Score -319452.3 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -320017.500000 Penalty: 9024.668945
	Iteration 1F: 3 clusters Score -320017.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -320221.906250 Penalty: 9024.668945
	Iteration 2F: 3 clusters Score -320221.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -320382.218750 Penalty: 9024.668945
	Iteration 3Q: 3 clusters Score -320382.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -320475.531250 Penalty: 9024.668945
	Iteration 4Q: 3 clusters Score -320475.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -320556.625000 Penalty: 9024.668945
	Iteration 5Q: 3 clusters Score -320556.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -320623.250000 Penalty: 9024.668945
	Iteration 6Q: 3 clusters Score -320623.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -320708.625000 Penalty: 9024.668945
	Iteration 7Q: 3 clusters Score -320708.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -320769.781250 Penalty: 9024.668945
	Iteration 8Q: 3 clusters Score -320769.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -320859.687500 Penalty: 9024.668945
	Iteration 9Q: 3 clusters Score -320859.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -320930.812500 Penalty: 9024.668945
	Iteration 10Q: 3 clusters Score -320930.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -321021.406250 Penalty: 9024.668945
	Iteration 11Q: 3 clusters Score -321021.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -321093.687500 Penalty: 9024.668945
	Iteration 12Q: 3 clusters Score -321093.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -321154.531250 Penalty: 9024.668945
	Iteration 13Q: 3 clusters Score -321154.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -321192.843750 Penalty: 9024.668945
	Iteration 14Q: 3 clusters Score -321192.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -321217.531250 Penalty: 9024.668945
	Iteration 15Q: 3 clusters Score -321217.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -321244.906250 Penalty: 9024.668945
	Iteration 16Q: 3 clusters Score -321244.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -321264.531250 Penalty: 9024.668945
	Iteration 17Q: 3 clusters Score -321264.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -321281.125000 Penalty: 9024.668945
	Iteration 18Q: 3 clusters Score -321281.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -321294.500000 Penalty: 9024.668945
	Iteration 19Q: 3 clusters Score -321294.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -321361.937500 Penalty: 9024.668945
	Iteration 20F: 3 clusters Score -321361.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -321478.531250 Penalty: 9024.668945
	Iteration 21Q: 3 clusters Score -321478.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -321503.812500 Penalty: 9024.668945
	Iteration 22Q: 3 clusters Score -321503.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -321530.843750 Penalty: 9024.668945
	Iteration 23Q: 3 clusters Score -321530.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -321534.968750 Penalty: 9024.668945
	Iteration 24Q: 3 clusters Score -321535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -321534.968750 Penalty: 9024.668945
	Iteration 25F: 3 clusters Score -321535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Entering Unmasked Estep 
Score: -251412.640625 Penalty: 4383.635742
	Iteration 0F: 2 clusters Score -251412.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -247252.765625 Penalty: 8767.271484
	Iteration 0F: 3 clusters Score -247252.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -248109.609375 Penalty: 8767.271484
	Iteration 1F: 3 clusters Score -248109.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -248717.484375 Penalty: 8767.271484
	Iteration 2F: 3 clusters Score -248717.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -249407.656250 Penalty: 8767.271484
	Iteration 3F: 3 clusters Score -249407.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -250278.578125 Penalty: 8767.271484
	Iteration 4F: 3 clusters Score -250278.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -251527.031250 Penalty: 8767.271484
	Iteration 5F: 3 clusters Score -251527 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -251982.671875 Penalty: 8767.271484
	Iteration 6F: 3 clusters Score -251982.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -252145.781250 Penalty: 8767.271484
	Iteration 7Q: 3 clusters Score -252145.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -252220.578125 Penalty: 8767.271484
	Iteration 8Q: 3 clusters Score -252220.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -252248.546875 Penalty: 8767.271484
	Iteration 9Q: 3 clusters Score -252248.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -252252.312500 Penalty: 8767.271484
	Iteration 10Q: 3 clusters Score -252252.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -252255.781250 Penalty: 8767.271484
	Iteration 11Q: 3 clusters Score -252255.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -252255.781250 Penalty: 8767.271484
	Iteration 12F: 3 clusters Score -252255.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 12400 members 
Mstep: Class 3 contains 10496 members 
Mstep: Class 4 contains 27159 members 
Mstep: Class 5 contains 7563 members 
Mstep: Class 6 contains 6050 members 
Mstep: Class 7 contains 35376 members 
Mstep: Class 8 contains 62441 members 
Mstep: Class 9 contains 69306 members 
Mstep: Class 10 contains 15297 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1583 members 
Mstep: Class 13 contains 300 members 
Mstep: Class 14 contains 71242 members 
Mstep: Class 15 contains 4445 members 
Mstep: Class 16 contains 141786 members 
Mstep: Class 17 contains 34447 members 
Mstep: Class 18 contains 5958 members 
Mstep: Class 19 contains 7696 members 
Mstep: Class 20 contains 1763 members 
Mstep: Class 21 contains 9514 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2795 members 
Mstep: Class 25 contains 13299 members 
Mstep: Class 26 contains 32371 members 
Mstep: Class 27 contains 11719 members 
Mstep: Class 28 contains 52125 members 
Mstep: Class 29 contains 983 members 
Entering Unmasked Estep 
Score: -157277728.000000 Penalty: 239503.718750
Splitting cluster 13 changes total score from -157280816.000000 to -157277728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (71242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71242 members 
Entering Unmasked Estep 
Score: -15924331.000000 Penalty: 6843.975586
	Iteration 0F: 2 clusters Score -1.592433e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35510 members 
Mstep: Class 2 contains 35732 members 
Entering Unmasked Estep 
Score: -15874698.000000 Penalty: 13687.951172
	Iteration 0F: 3 clusters Score -1.58747e+07 nChanged 32046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34796 members 
Mstep: Class 2 contains 36446 members 
Entering Unmasked Estep 
Score: -15891882.000000 Penalty: 13687.951172
	Iteration 1F: 3 clusters Score -1.589188e+07 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34219 members 
Mstep: Class 2 contains 37023 members 
Entering Unmasked Estep 
Score: -15893099.000000 Penalty: 13687.951172
	Iteration 2Q: 3 clusters Score -1.58931e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33429 members 
Mstep: Class 2 contains 37813 members 
Entering Unmasked Estep 
Score: -15894204.000000 Penalty: 13687.951172
	Iteration 3Q: 3 clusters Score -1.58942e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32318 members 
Mstep: Class 2 contains 38924 members 
Entering Unmasked Estep 
Score: -15895500.000000 Penalty: 13687.951172
	Iteration 4Q: 3 clusters Score -1.58955e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 40441 members 
Entering Unmasked Estep 
Score: -15896733.000000 Penalty: 13687.951172
	Iteration 5Q: 3 clusters Score -1.589673e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28700 members 
Mstep: Class 2 contains 42542 members 
Entering Unmasked Estep 
Score: -15898248.000000 Penalty: 13687.951172
	Iteration 6Q: 3 clusters Score -1.589825e+07 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 45283 members 
Entering Unmasked Estep 
Score: -15900124.000000 Penalty: 13687.951172
	Iteration 7F: 3 clusters Score -1.590012e+07 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 48711 members 
Entering Unmasked Estep 
Score: -15902432.000000 Penalty: 13687.951172
	Iteration 8F: 3 clusters Score -1.590243e+07 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 52643 members 
Entering Unmasked Estep 
Score: -15905453.000000 Penalty: 13687.951172
	Iteration 9F: 3 clusters Score -1.590545e+07 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 56751 members 
Entering Unmasked Estep 
Score: -15908611.000000 Penalty: 13687.951172
	Iteration 10F: 3 clusters Score -1.590861e+07 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 60450 members 
Entering Unmasked Estep 
Score: -15911435.000000 Penalty: 13687.951172
	Iteration 11F: 3 clusters Score -1.591144e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 63428 members 
Entering Unmasked Estep 
Score: -15913630.000000 Penalty: 13687.951172
	Iteration 12Q: 3 clusters Score -1.591363e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 65632 members 
Entering Unmasked Estep 
Score: -15915250.000000 Penalty: 13687.951172
	Iteration 13Q: 3 clusters Score -1.591525e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 67147 members 
Entering Unmasked Estep 
Score: -15916359.000000 Penalty: 13687.951172
	Iteration 14Q: 3 clusters Score -1.591636e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 68162 members 
Entering Unmasked Estep 
Score: -15917080.000000 Penalty: 13687.951172
	Iteration 15Q: 3 clusters Score -1.591708e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 68849 members 
Entering Unmasked Estep 
Score: -15917548.000000 Penalty: 13687.951172
	Iteration 16Q: 3 clusters Score -1.591755e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 69263 members 
Entering Unmasked Estep 
Score: -15917893.000000 Penalty: 13687.951172
	Iteration 17Q: 3 clusters Score -1.591789e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 69515 members 
Entering Unmasked Estep 
Score: -15918116.000000 Penalty: 13687.951172
	Iteration 18Q: 3 clusters Score -1.591812e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 69681 members 
Entering Unmasked Estep 
Score: -15918233.000000 Penalty: 13687.951172
	Iteration 19Q: 3 clusters Score -1.591823e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 69782 members 
Entering Unmasked Estep 
Score: -15918287.000000 Penalty: 13687.951172
	Iteration 20F: 3 clusters Score -1.591829e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 69846 members 
Entering Unmasked Estep 
Score: -15918340.000000 Penalty: 13687.951172
	Iteration 21Q: 3 clusters Score -1.591834e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 69890 members 
Entering Unmasked Estep 
Score: -15918389.000000 Penalty: 13687.951172
	Iteration 22Q: 3 clusters Score -1.591839e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 69920 members 
Entering Unmasked Estep 
Score: -15918415.000000 Penalty: 13687.951172
	Iteration 23Q: 3 clusters Score -1.591842e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 69948 members 
Entering Unmasked Estep 
Score: -15918431.000000 Penalty: 13687.951172
	Iteration 24Q: 3 clusters Score -1.591843e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 69972 members 
Entering Unmasked Estep 
Score: -15918468.000000 Penalty: 13687.951172
	Iteration 25Q: 3 clusters Score -1.591847e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 69990 members 
Entering Unmasked Estep 
Score: -15918482.000000 Penalty: 13687.951172
	Iteration 26Q: 3 clusters Score -1.591848e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 70001 members 
Entering Unmasked Estep 
Score: -15918495.000000 Penalty: 13687.951172
	Iteration 27Q: 3 clusters Score -1.59185e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 70004 members 
Entering Unmasked Estep 
Score: -15918504.000000 Penalty: 13687.951172
	Iteration 28Q: 3 clusters Score -1.59185e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 70010 members 
Entering Unmasked Estep 
Score: -15918501.000000 Penalty: 13687.951172
	Iteration 29Q: 3 clusters Score -1.59185e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 70014 members 
Entering Unmasked Estep 
Score: -15918515.000000 Penalty: 13687.951172
	Iteration 30Q: 3 clusters Score -1.591852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 70017 members 
Entering Unmasked Estep 
Score: -15918531.000000 Penalty: 13687.951172
	Iteration 31Q: 3 clusters Score -1.591853e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 70017 members 
Entering Unmasked Estep 
Score: -15918530.000000 Penalty: 13687.951172
	Iteration 32Q: 3 clusters Score -1.591853e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 70021 members 
Entering Unmasked Estep 
Score: -15918526.000000 Penalty: 13687.951172
	Iteration 33Q: 3 clusters Score -1.591853e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 70029 members 
Entering Unmasked Estep 
Score: -15918523.000000 Penalty: 13687.951172
	Iteration 34Q: 3 clusters Score -1.591852e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 70035 members 
Entering Unmasked Estep 
Score: -15918536.000000 Penalty: 13687.951172
	Iteration 35Q: 3 clusters Score -1.591854e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 70038 members 
Entering Unmasked Estep 
Score: -15918543.000000 Penalty: 13687.951172
	Iteration 36Q: 3 clusters Score -1.591854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 70038 members 
Entering Unmasked Estep 
Score: -15918539.000000 Penalty: 13687.951172
	Iteration 37Q: 3 clusters Score -1.591854e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 70042 members 
Entering Unmasked Estep 
Score: -15918541.000000 Penalty: 13687.951172
	Iteration 38Q: 3 clusters Score -1.591854e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 70044 members 
Entering Unmasked Estep 
Score: -15918557.000000 Penalty: 13687.951172
	Iteration 39Q: 3 clusters Score -1.591856e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 70047 members 
Entering Unmasked Estep 
Score: -15918555.000000 Penalty: 13687.951172
	Iteration 40F: 3 clusters Score -1.591856e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 70048 members 
Entering Unmasked Estep 
Score: -15918546.000000 Penalty: 13687.951172
	Iteration 41Q: 3 clusters Score -1.591855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 70051 members 
Entering Unmasked Estep 
Score: -15918555.000000 Penalty: 13687.951172
	Iteration 42Q: 3 clusters Score -1.591856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 70053 members 
Entering Unmasked Estep 
Score: -15918554.000000 Penalty: 13687.951172
	Iteration 43Q: 3 clusters Score -1.591855e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 70055 members 
Entering Unmasked Estep 
Score: -15918556.000000 Penalty: 13687.951172
	Iteration 44Q: 3 clusters Score -1.591856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 70055 members 
Entering Unmasked Estep 
Score: -15918550.000000 Penalty: 13687.951172
	Iteration 45Q: 3 clusters Score -1.591855e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 70055 members 
Entering Unmasked Estep 
Score: -15918562.000000 Penalty: 13687.951172
	Iteration 46Q: 3 clusters Score -1.591856e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 70055 members 
Entering Unmasked Estep 
Score: -15918562.000000 Penalty: 13687.951172
	Iteration 47F: 3 clusters Score -1.591856e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Entering Unmasked Estep 
Score: -916635.875000 Penalty: 5144.715332
	Iteration 0F: 2 clusters Score -916635.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -910319.250000 Penalty: 10289.430664
	Iteration 0F: 3 clusters Score -910319.2 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -912802.812500 Penalty: 10289.430664
	Iteration 1F: 3 clusters Score -912802.8 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -916600.062500 Penalty: 10289.430664
	Iteration 2F: 3 clusters Score -916600.1 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -919121.562500 Penalty: 10289.430664
	Iteration 3F: 3 clusters Score -919121.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -919620.187500 Penalty: 10289.430664
	Iteration 4F: 3 clusters Score -919620.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -919734.062500 Penalty: 10289.430664
	Iteration 5Q: 3 clusters Score -919734.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -919783.812500 Penalty: 10289.430664
	Iteration 6Q: 3 clusters Score -919783.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -919803.687500 Penalty: 10289.430664
	Iteration 7Q: 3 clusters Score -919803.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -919810.250000 Penalty: 10289.430664
	Iteration 8Q: 3 clusters Score -919810.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -919817.187500 Penalty: 10289.430664
	Iteration 9Q: 3 clusters Score -919817.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -919819.125000 Penalty: 10289.430664
	Iteration 10Q: 3 clusters Score -919819.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -919819.937500 Penalty: 10289.430664
	Iteration 11Q: 3 clusters Score -919819.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -919821.812500 Penalty: 10289.430664
	Iteration 12Q: 3 clusters Score -919821.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -919821.812500 Penalty: 10289.430664
	Iteration 13F: 3 clusters Score -919821.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 12400 members 
Mstep: Class 3 contains 10496 members 
Mstep: Class 4 contains 27159 members 
Mstep: Class 5 contains 7563 members 
Mstep: Class 6 contains 6050 members 
Mstep: Class 7 contains 35376 members 
Mstep: Class 8 contains 62441 members 
Mstep: Class 9 contains 69306 members 
Mstep: Class 10 contains 15297 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1583 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71242 members 
Mstep: Class 15 contains 3815 members 
Mstep: Class 16 contains 141786 members 
Mstep: Class 17 contains 34447 members 
Mstep: Class 18 contains 5958 members 
Mstep: Class 19 contains 7696 members 
Mstep: Class 20 contains 1763 members 
Mstep: Class 21 contains 9514 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2795 members 
Mstep: Class 25 contains 13299 members 
Mstep: Class 26 contains 32371 members 
Mstep: Class 27 contains 11719 members 
Mstep: Class 28 contains 52125 members 
Mstep: Class 29 contains 630 members 
Entering Unmasked Estep 
Score: -157280624.000000 Penalty: 239503.718750
Splitting cluster 15 changes total score from -157280816.000000 to -157280624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (141786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141786 members 
Entering Unmasked Estep 
Score: -31434910.000000 Penalty: 7265.520020
	Iteration 0F: 2 clusters Score -3.143491e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71045 members 
Mstep: Class 2 contains 70741 members 
Entering Unmasked Estep 
Score: -31339466.000000 Penalty: 14531.040039
	Iteration 0F: 3 clusters Score -3.133947e+07 nChanged 65660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72535 members 
Mstep: Class 2 contains 69251 members 
Entering Unmasked Estep 
Score: -31375644.000000 Penalty: 14531.040039
	Iteration 1F: 3 clusters Score -3.137564e+07 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73633 members 
Mstep: Class 2 contains 68153 members 
Entering Unmasked Estep 
Score: -31376870.000000 Penalty: 14531.040039
	Iteration 2Q: 3 clusters Score -3.137687e+07 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75256 members 
Mstep: Class 2 contains 66530 members 
Entering Unmasked Estep 
Score: -31377996.000000 Penalty: 14531.040039
	Iteration 3Q: 3 clusters Score -3.1378e+07 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77503 members 
Mstep: Class 2 contains 64283 members 
Entering Unmasked Estep 
Score: -31379094.000000 Penalty: 14531.040039
	Iteration 4Q: 3 clusters Score -3.137909e+07 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80806 members 
Mstep: Class 2 contains 60980 members 
Entering Unmasked Estep 
Score: -31380994.000000 Penalty: 14531.040039
	Iteration 5Q: 3 clusters Score -3.138099e+07 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85500 members 
Mstep: Class 2 contains 56286 members 
Entering Unmasked Estep 
Score: -31383660.000000 Penalty: 14531.040039
	Iteration 6Q: 3 clusters Score -3.138366e+07 nChanged 7037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91791 members 
Mstep: Class 2 contains 49995 members 
Entering Unmasked Estep 
Score: -31387184.000000 Penalty: 14531.040039
	Iteration 7Q: 3 clusters Score -3.138718e+07 nChanged 8862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100275 members 
Mstep: Class 2 contains 41511 members 
Entering Unmasked Estep 
Score: -31393124.000000 Penalty: 14531.040039
	Iteration 8F: 3 clusters Score -3.139312e+07 nChanged 10385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110480 members 
Mstep: Class 2 contains 31306 members 
Entering Unmasked Estep 
Score: -31401526.000000 Penalty: 14531.040039
	Iteration 9F: 3 clusters Score -3.140153e+07 nChanged 10413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120787 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -31411004.000000 Penalty: 14531.040039
	Iteration 10F: 3 clusters Score -3.1411e+07 nChanged 8362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129077 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -31418620.000000 Penalty: 14531.040039
	Iteration 11F: 3 clusters Score -3.141862e+07 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134412 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -31423110.000000 Penalty: 14531.040039
	Iteration 12Q: 3 clusters Score -3.142311e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137337 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -31425670.000000 Penalty: 14531.040039
	Iteration 13Q: 3 clusters Score -3.142567e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138853 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -31426934.000000 Penalty: 14531.040039
	Iteration 14Q: 3 clusters Score -3.142693e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139636 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -31427558.000000 Penalty: 14531.040039
	Iteration 15Q: 3 clusters Score -3.142756e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140041 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -31427990.000000 Penalty: 14531.040039
	Iteration 16Q: 3 clusters Score -3.142799e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140277 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -31428204.000000 Penalty: 14531.040039
	Iteration 17Q: 3 clusters Score -3.14282e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140417 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -31428336.000000 Penalty: 14531.040039
	Iteration 18Q: 3 clusters Score -3.142834e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140506 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -31428440.000000 Penalty: 14531.040039
	Iteration 19Q: 3 clusters Score -3.142844e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140559 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -31428492.000000 Penalty: 14531.040039
	Iteration 20F: 3 clusters Score -3.142849e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140613 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -31428558.000000 Penalty: 14531.040039
	Iteration 21Q: 3 clusters Score -3.142856e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140653 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -31428648.000000 Penalty: 14531.040039
	Iteration 22Q: 3 clusters Score -3.142865e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140682 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -31428702.000000 Penalty: 14531.040039
	Iteration 23Q: 3 clusters Score -3.14287e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140700 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -31428676.000000 Penalty: 14531.040039
	Iteration 24Q: 3 clusters Score -3.142868e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140712 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -31428732.000000 Penalty: 14531.040039
	Iteration 25Q: 3 clusters Score -3.142873e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140730 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -31428738.000000 Penalty: 14531.040039
	Iteration 26Q: 3 clusters Score -3.142874e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140737 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -31428766.000000 Penalty: 14531.040039
	Iteration 27Q: 3 clusters Score -3.142877e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140742 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -31428740.000000 Penalty: 14531.040039
	Iteration 28Q: 3 clusters Score -3.142874e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140750 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -31428738.000000 Penalty: 14531.040039
	Iteration 29Q: 3 clusters Score -3.142874e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140759 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -31428754.000000 Penalty: 14531.040039
	Iteration 30Q: 3 clusters Score -3.142875e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140762 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -31428758.000000 Penalty: 14531.040039
	Iteration 31Q: 3 clusters Score -3.142876e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140766 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -31428764.000000 Penalty: 14531.040039
	Iteration 32Q: 3 clusters Score -3.142876e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140771 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -31428746.000000 Penalty: 14531.040039
	Iteration 33Q: 3 clusters Score -3.142875e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140771 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -31428760.000000 Penalty: 14531.040039
	Iteration 34Q: 3 clusters Score -3.142876e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140772 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -31428746.000000 Penalty: 14531.040039
	Iteration 35Q: 3 clusters Score -3.142875e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140772 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -31428746.000000 Penalty: 14531.040039
	Iteration 36F: 3 clusters Score -3.142875e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (34447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34447 members 
Entering Unmasked Estep 
Score: -7339691.000000 Penalty: 6398.895996
	Iteration 0F: 2 clusters Score -7339691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -7314102.500000 Penalty: 12797.791992
	Iteration 0F: 3 clusters Score -7314102 nChanged 14648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -7322281.500000 Penalty: 12797.791992
	Iteration 1F: 3 clusters Score -7322282 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -7323588.500000 Penalty: 12797.791992
	Iteration 2F: 3 clusters Score -7323588 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -7325017.500000 Penalty: 12797.791992
	Iteration 3F: 3 clusters Score -7325018 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -7326668.500000 Penalty: 12797.791992
	Iteration 4F: 3 clusters Score -7326668 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -7328381.500000 Penalty: 12797.791992
	Iteration 5F: 3 clusters Score -7328382 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -7329935.500000 Penalty: 12797.791992
	Iteration 6F: 3 clusters Score -7329936 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -7331320.500000 Penalty: 12797.791992
	Iteration 7F: 3 clusters Score -7331320 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -7332507.000000 Penalty: 12797.791992
	Iteration 8F: 3 clusters Score -7332507 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -7333328.500000 Penalty: 12797.791992
	Iteration 9Q: 3 clusters Score -7333328 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -7333933.500000 Penalty: 12797.791992
	Iteration 10Q: 3 clusters Score -7333934 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -7334323.500000 Penalty: 12797.791992
	Iteration 11Q: 3 clusters Score -7334324 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -7334571.000000 Penalty: 12797.791992
	Iteration 12Q: 3 clusters Score -7334571 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -7334814.000000 Penalty: 12797.791992
	Iteration 13Q: 3 clusters Score -7334814 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -7335017.500000 Penalty: 12797.791992
	Iteration 14Q: 3 clusters Score -7335018 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -7335168.000000 Penalty: 12797.791992
	Iteration 15Q: 3 clusters Score -7335168 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -7335313.500000 Penalty: 12797.791992
	Iteration 16Q: 3 clusters Score -7335314 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -7335372.000000 Penalty: 12797.791992
	Iteration 17Q: 3 clusters Score -7335372 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -7335456.500000 Penalty: 12797.791992
	Iteration 18Q: 3 clusters Score -7335456 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -7335548.500000 Penalty: 12797.791992
	Iteration 19Q: 3 clusters Score -7335548 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -7335622.000000 Penalty: 12797.791992
	Iteration 20F: 3 clusters Score -7335622 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -7335717.000000 Penalty: 12797.791992
	Iteration 21Q: 3 clusters Score -7335717 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -7335761.000000 Penalty: 12797.791992
	Iteration 22Q: 3 clusters Score -7335761 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -7335826.500000 Penalty: 12797.791992
	Iteration 23Q: 3 clusters Score -7335826 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -7335843.000000 Penalty: 12797.791992
	Iteration 24Q: 3 clusters Score -7335843 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -7335861.000000 Penalty: 12797.791992
	Iteration 25Q: 3 clusters Score -7335861 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -7335872.000000 Penalty: 12797.791992
	Iteration 26Q: 3 clusters Score -7335872 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -7335908.000000 Penalty: 12797.791992
	Iteration 27Q: 3 clusters Score -7335908 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -7335948.000000 Penalty: 12797.791992
	Iteration 28Q: 3 clusters Score -7335948 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -7335978.500000 Penalty: 12797.791992
	Iteration 29Q: 3 clusters Score -7335978 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24320 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -7336008.500000 Penalty: 12797.791992
	Iteration 30Q: 3 clusters Score -7336008 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -7336065.000000 Penalty: 12797.791992
	Iteration 31Q: 3 clusters Score -7336065 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -7336087.000000 Penalty: 12797.791992
	Iteration 32Q: 3 clusters Score -7336087 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -7336111.500000 Penalty: 12797.791992
	Iteration 33Q: 3 clusters Score -7336112 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -7336113.000000 Penalty: 12797.791992
	Iteration 34Q: 3 clusters Score -7336113 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -7336141.500000 Penalty: 12797.791992
	Iteration 35Q: 3 clusters Score -7336142 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -7336161.500000 Penalty: 12797.791992
	Iteration 36Q: 3 clusters Score -7336162 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -7336192.000000 Penalty: 12797.791992
	Iteration 37Q: 3 clusters Score -7336192 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -7336198.500000 Penalty: 12797.791992
	Iteration 38Q: 3 clusters Score -7336198 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25143 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -7336216.000000 Penalty: 12797.791992
	Iteration 39Q: 3 clusters Score -7336216 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25230 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -7336218.500000 Penalty: 12797.791992
	Iteration 40F: 3 clusters Score -7336218 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25313 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -7336246.500000 Penalty: 12797.791992
	Iteration 41Q: 3 clusters Score -7336246 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -7336306.500000 Penalty: 12797.791992
	Iteration 42Q: 3 clusters Score -7336306 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -7336314.000000 Penalty: 12797.791992
	Iteration 43Q: 3 clusters Score -7336314 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -7336364.500000 Penalty: 12797.791992
	Iteration 44Q: 3 clusters Score -7336364 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -7336422.500000 Penalty: 12797.791992
	Iteration 45Q: 3 clusters Score -7336422 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -7336463.500000 Penalty: 12797.791992
	Iteration 46Q: 3 clusters Score -7336464 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -7336562.000000 Penalty: 12797.791992
	Iteration 47Q: 3 clusters Score -7336562 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -7336617.000000 Penalty: 12797.791992
	Iteration 48Q: 3 clusters Score -7336617 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26154 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -7336669.000000 Penalty: 12797.791992
	Iteration 49Q: 3 clusters Score -7336669 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -7336706.500000 Penalty: 12797.791992
	Iteration 50Q: 3 clusters Score -7336706 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -7336730.000000 Penalty: 12797.791992
	Iteration 51Q: 3 clusters Score -7336730 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26429 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -7336766.000000 Penalty: 12797.791992
	Iteration 52Q: 3 clusters Score -7336766 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26503 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -7336768.500000 Penalty: 12797.791992
	Iteration 53Q: 3 clusters Score -7336768 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26568 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -7336778.500000 Penalty: 12797.791992
	Iteration 54Q: 3 clusters Score -7336778 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26641 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -7336831.500000 Penalty: 12797.791992
	Iteration 55Q: 3 clusters Score -7336832 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -7336836.500000 Penalty: 12797.791992
	Iteration 56Q: 3 clusters Score -7336836 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26738 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -7336855.500000 Penalty: 12797.791992
	Iteration 57Q: 3 clusters Score -7336856 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -7336862.000000 Penalty: 12797.791992
	Iteration 58Q: 3 clusters Score -7336862 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26797 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -7336885.500000 Penalty: 12797.791992
	Iteration 59Q: 3 clusters Score -7336886 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26821 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -7336872.500000 Penalty: 12797.791992
	Iteration 60F: 3 clusters Score -7336872 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -7336869.000000 Penalty: 12797.791992
	Iteration 61Q: 3 clusters Score -7336869 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26871 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -7336871.500000 Penalty: 12797.791992
	Iteration 62Q: 3 clusters Score -7336872 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26883 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -7336878.000000 Penalty: 12797.791992
	Iteration 63Q: 3 clusters Score -7336878 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -7336885.500000 Penalty: 12797.791992
	Iteration 64Q: 3 clusters Score -7336886 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26908 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -7336896.000000 Penalty: 12797.791992
	Iteration 65Q: 3 clusters Score -7336896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26915 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -7336909.000000 Penalty: 12797.791992
	Iteration 66Q: 3 clusters Score -7336909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -7336912.000000 Penalty: 12797.791992
	Iteration 67Q: 3 clusters Score -7336912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -7336898.500000 Penalty: 12797.791992
	Iteration 68Q: 3 clusters Score -7336898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -7336910.000000 Penalty: 12797.791992
	Iteration 69Q: 3 clusters Score -7336910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26929 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -7336904.500000 Penalty: 12797.791992
	Iteration 70Q: 3 clusters Score -7336904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26933 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -7336898.000000 Penalty: 12797.791992
	Iteration 71Q: 3 clusters Score -7336898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26940 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -7336896.000000 Penalty: 12797.791992
	Iteration 72Q: 3 clusters Score -7336896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -7336900.000000 Penalty: 12797.791992
	Iteration 73Q: 3 clusters Score -7336900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -7336901.000000 Penalty: 12797.791992
	Iteration 74Q: 3 clusters Score -7336901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -7336901.000000 Penalty: 12797.791992
	Iteration 75F: 3 clusters Score -7336901 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Entering Unmasked Estep 
Score: -1281033.625000 Penalty: 5324.150391
	Iteration 0F: 2 clusters Score -1281034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1273307.500000 Penalty: 10648.300781
	Iteration 0F: 3 clusters Score -1273308 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1274684.625000 Penalty: 10648.300781
	Iteration 1F: 3 clusters Score -1274685 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1275074.125000 Penalty: 10648.300781
	Iteration 2F: 3 clusters Score -1275074 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1275301.000000 Penalty: 10648.300781
	Iteration 3Q: 3 clusters Score -1275301 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1275438.250000 Penalty: 10648.300781
	Iteration 4Q: 3 clusters Score -1275438 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1275556.625000 Penalty: 10648.300781
	Iteration 5Q: 3 clusters Score -1275557 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1275639.625000 Penalty: 10648.300781
	Iteration 6Q: 3 clusters Score -1275640 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1275701.625000 Penalty: 10648.300781
	Iteration 7Q: 3 clusters Score -1275702 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1275761.625000 Penalty: 10648.300781
	Iteration 8Q: 3 clusters Score -1275762 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1275813.500000 Penalty: 10648.300781
	Iteration 9Q: 3 clusters Score -1275814 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1275860.750000 Penalty: 10648.300781
	Iteration 10Q: 3 clusters Score -1275861 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1275907.500000 Penalty: 10648.300781
	Iteration 11Q: 3 clusters Score -1275908 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1275944.375000 Penalty: 10648.300781
	Iteration 12Q: 3 clusters Score -1275944 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1275981.375000 Penalty: 10648.300781
	Iteration 13Q: 3 clusters Score -1275981 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1276032.375000 Penalty: 10648.300781
	Iteration 14Q: 3 clusters Score -1276032 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1276069.750000 Penalty: 10648.300781
	Iteration 15Q: 3 clusters Score -1276070 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1276112.500000 Penalty: 10648.300781
	Iteration 16Q: 3 clusters Score -1276112 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1276154.125000 Penalty: 10648.300781
	Iteration 17Q: 3 clusters Score -1276154 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1276193.500000 Penalty: 10648.300781
	Iteration 18Q: 3 clusters Score -1276194 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1276230.875000 Penalty: 10648.300781
	Iteration 19Q: 3 clusters Score -1276231 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1276260.625000 Penalty: 10648.300781
	Iteration 20F: 3 clusters Score -1276261 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1276291.125000 Penalty: 10648.300781
	Iteration 21Q: 3 clusters Score -1276291 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1276340.750000 Penalty: 10648.300781
	Iteration 22Q: 3 clusters Score -1276341 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1276388.500000 Penalty: 10648.300781
	Iteration 23Q: 3 clusters Score -1276388 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1276447.750000 Penalty: 10648.300781
	Iteration 24Q: 3 clusters Score -1276448 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1276506.625000 Penalty: 10648.300781
	Iteration 25Q: 3 clusters Score -1276507 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1276553.375000 Penalty: 10648.300781
	Iteration 26Q: 3 clusters Score -1276553 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1276609.625000 Penalty: 10648.300781
	Iteration 27Q: 3 clusters Score -1276610 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1276658.750000 Penalty: 10648.300781
	Iteration 28Q: 3 clusters Score -1276659 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1276709.750000 Penalty: 10648.300781
	Iteration 29Q: 3 clusters Score -1276710 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1276755.375000 Penalty: 10648.300781
	Iteration 30Q: 3 clusters Score -1276755 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1276820.375000 Penalty: 10648.300781
	Iteration 31Q: 3 clusters Score -1276820 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1276882.125000 Penalty: 10648.300781
	Iteration 32Q: 3 clusters Score -1276882 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1276924.625000 Penalty: 10648.300781
	Iteration 33Q: 3 clusters Score -1276925 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1276962.500000 Penalty: 10648.300781
	Iteration 34Q: 3 clusters Score -1276962 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1276987.500000 Penalty: 10648.300781
	Iteration 35Q: 3 clusters Score -1276988 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1277004.500000 Penalty: 10648.300781
	Iteration 36Q: 3 clusters Score -1277004 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1277023.750000 Penalty: 10648.300781
	Iteration 37Q: 3 clusters Score -1277024 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1277047.000000 Penalty: 10648.300781
	Iteration 38Q: 3 clusters Score -1277047 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1277065.875000 Penalty: 10648.300781
	Iteration 39Q: 3 clusters Score -1277066 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1277078.875000 Penalty: 10648.300781
	Iteration 40F: 3 clusters Score -1277079 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1277089.375000 Penalty: 10648.300781
	Iteration 41Q: 3 clusters Score -1277089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1277096.125000 Penalty: 10648.300781
	Iteration 42Q: 3 clusters Score -1277096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1277100.000000 Penalty: 10648.300781
	Iteration 43Q: 3 clusters Score -1277100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1277108.750000 Penalty: 10648.300781
	Iteration 44Q: 3 clusters Score -1277109 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1277113.875000 Penalty: 10648.300781
	Iteration 45Q: 3 clusters Score -1277114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1277115.750000 Penalty: 10648.300781
	Iteration 46Q: 3 clusters Score -1277116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1277119.500000 Penalty: 10648.300781
	Iteration 47Q: 3 clusters Score -1277120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1277124.750000 Penalty: 10648.300781
	Iteration 48Q: 3 clusters Score -1277125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1277125.500000 Penalty: 10648.300781
	Iteration 49Q: 3 clusters Score -1277126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1277124.500000 Penalty: 10648.300781
	Iteration 50Q: 3 clusters Score -1277124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1277128.375000 Penalty: 10648.300781
	Iteration 51Q: 3 clusters Score -1277128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1277127.125000 Penalty: 10648.300781
	Iteration 52Q: 3 clusters Score -1277127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1277126.625000 Penalty: 10648.300781
	Iteration 53Q: 3 clusters Score -1277127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1277127.625000 Penalty: 10648.300781
	Iteration 54Q: 3 clusters Score -1277128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1277130.125000 Penalty: 10648.300781
	Iteration 55Q: 3 clusters Score -1277130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1277130.000000 Penalty: 10648.300781
	Iteration 56Q: 3 clusters Score -1277130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1277130.000000 Penalty: 10648.300781
	Iteration 57F: 3 clusters Score -1277130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Entering Unmasked Estep 
Score: -1722216.750000 Penalty: 5480.929199
	Iteration 0F: 2 clusters Score -1722217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1713343.500000 Penalty: 10961.858398
	Iteration 0F: 3 clusters Score -1713344 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1715012.875000 Penalty: 10961.858398
	Iteration 1F: 3 clusters Score -1715013 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1715421.750000 Penalty: 10961.858398
	Iteration 2F: 3 clusters Score -1715422 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1715640.875000 Penalty: 10961.858398
	Iteration 3Q: 3 clusters Score -1715641 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1715769.250000 Penalty: 10961.858398
	Iteration 4Q: 3 clusters Score -1715769 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1715849.750000 Penalty: 10961.858398
	Iteration 5Q: 3 clusters Score -1715850 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1715900.125000 Penalty: 10961.858398
	Iteration 6Q: 3 clusters Score -1715900 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1715950.375000 Penalty: 10961.858398
	Iteration 7Q: 3 clusters Score -1715950 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1715999.000000 Penalty: 10961.858398
	Iteration 8Q: 3 clusters Score -1715999 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1716030.000000 Penalty: 10961.858398
	Iteration 9Q: 3 clusters Score -1716030 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1716065.375000 Penalty: 10961.858398
	Iteration 10Q: 3 clusters Score -1716065 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1716079.625000 Penalty: 10961.858398
	Iteration 11Q: 3 clusters Score -1716080 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1716101.875000 Penalty: 10961.858398
	Iteration 12Q: 3 clusters Score -1716102 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1716115.875000 Penalty: 10961.858398
	Iteration 13Q: 3 clusters Score -1716116 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1716145.125000 Penalty: 10961.858398
	Iteration 14Q: 3 clusters Score -1716145 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1716165.125000 Penalty: 10961.858398
	Iteration 15Q: 3 clusters Score -1716165 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1716175.375000 Penalty: 10961.858398
	Iteration 16Q: 3 clusters Score -1716175 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1716197.125000 Penalty: 10961.858398
	Iteration 17Q: 3 clusters Score -1716197 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1716207.250000 Penalty: 10961.858398
	Iteration 18Q: 3 clusters Score -1716207 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1716213.125000 Penalty: 10961.858398
	Iteration 19Q: 3 clusters Score -1716213 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1716223.875000 Penalty: 10961.858398
	Iteration 20F: 3 clusters Score -1716224 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1716235.500000 Penalty: 10961.858398
	Iteration 21Q: 3 clusters Score -1716236 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1716243.375000 Penalty: 10961.858398
	Iteration 22Q: 3 clusters Score -1716243 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1716255.000000 Penalty: 10961.858398
	Iteration 23Q: 3 clusters Score -1716255 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1716264.750000 Penalty: 10961.858398
	Iteration 24Q: 3 clusters Score -1716265 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1716273.625000 Penalty: 10961.858398
	Iteration 25Q: 3 clusters Score -1716274 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1716285.625000 Penalty: 10961.858398
	Iteration 26Q: 3 clusters Score -1716286 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1716296.250000 Penalty: 10961.858398
	Iteration 27Q: 3 clusters Score -1716296 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1716302.500000 Penalty: 10961.858398
	Iteration 28Q: 3 clusters Score -1716302 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1716317.125000 Penalty: 10961.858398
	Iteration 29Q: 3 clusters Score -1716317 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1716328.000000 Penalty: 10961.858398
	Iteration 30Q: 3 clusters Score -1716328 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1716346.000000 Penalty: 10961.858398
	Iteration 31Q: 3 clusters Score -1716346 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1716362.375000 Penalty: 10961.858398
	Iteration 32Q: 3 clusters Score -1716362 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1716372.875000 Penalty: 10961.858398
	Iteration 33Q: 3 clusters Score -1716373 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1716383.125000 Penalty: 10961.858398
	Iteration 34Q: 3 clusters Score -1716383 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1716386.750000 Penalty: 10961.858398
	Iteration 35Q: 3 clusters Score -1716387 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1716392.375000 Penalty: 10961.858398
	Iteration 36Q: 3 clusters Score -1716392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1716396.250000 Penalty: 10961.858398
	Iteration 37Q: 3 clusters Score -1716396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1716398.125000 Penalty: 10961.858398
	Iteration 38Q: 3 clusters Score -1716398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1716404.000000 Penalty: 10961.858398
	Iteration 39Q: 3 clusters Score -1716404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1716405.250000 Penalty: 10961.858398
	Iteration 40F: 3 clusters Score -1716405 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1716412.625000 Penalty: 10961.858398
	Iteration 41Q: 3 clusters Score -1716413 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1716419.125000 Penalty: 10961.858398
	Iteration 42Q: 3 clusters Score -1716419 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1716424.500000 Penalty: 10961.858398
	Iteration 43Q: 3 clusters Score -1716424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1716429.625000 Penalty: 10961.858398
	Iteration 44Q: 3 clusters Score -1716430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1716432.250000 Penalty: 10961.858398
	Iteration 45Q: 3 clusters Score -1716432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1716434.000000 Penalty: 10961.858398
	Iteration 46Q: 3 clusters Score -1716434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1716434.000000 Penalty: 10961.858398
	Iteration 47F: 3 clusters Score -1716434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -393568.531250 Penalty: 4578.297852
	Iteration 0F: 2 clusters Score -393568.5 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 879 members 
Entering Unmasked Estep 
Score: -388762.625000 Penalty: 9156.595703
	Iteration 0F: 3 clusters Score -388762.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -389223.343750 Penalty: 9156.595703
	Iteration 1F: 3 clusters Score -389223.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -389366.875000 Penalty: 9156.595703
	Iteration 2Q: 3 clusters Score -389366.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -389438.343750 Penalty: 9156.595703
	Iteration 3Q: 3 clusters Score -389438.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -389472.312500 Penalty: 9156.595703
	Iteration 4Q: 3 clusters Score -389472.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -389495.000000 Penalty: 9156.595703
	Iteration 5Q: 3 clusters Score -389495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -389505.062500 Penalty: 9156.595703
	Iteration 6Q: 3 clusters Score -389505.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -389508.437500 Penalty: 9156.595703
	Iteration 7Q: 3 clusters Score -389508.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -389510.750000 Penalty: 9156.595703
	Iteration 8Q: 3 clusters Score -389510.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -389512.125000 Penalty: 9156.595703
	Iteration 9Q: 3 clusters Score -389512.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -389515.312500 Penalty: 9156.595703
	Iteration 10Q: 3 clusters Score -389515.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -389515.312500 Penalty: 9156.595703
	Iteration 11F: 3 clusters Score -389515.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Entering Unmasked Estep 
Score: -2055668.250000 Penalty: 5610.818359
	Iteration 0F: 2 clusters Score -2055668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -2045787.125000 Penalty: 11221.636719
	Iteration 0F: 3 clusters Score -2045787 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -2047804.625000 Penalty: 11221.636719
	Iteration 1F: 3 clusters Score -2047805 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -2048230.625000 Penalty: 11221.636719
	Iteration 2F: 3 clusters Score -2048231 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -2048484.000000 Penalty: 11221.636719
	Iteration 3Q: 3 clusters Score -2048484 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -2048678.500000 Penalty: 11221.636719
	Iteration 4Q: 3 clusters Score -2048678 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -2048839.000000 Penalty: 11221.636719
	Iteration 5Q: 3 clusters Score -2048839 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -2048973.625000 Penalty: 11221.636719
	Iteration 6Q: 3 clusters Score -2048974 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -2049117.500000 Penalty: 11221.636719
	Iteration 7Q: 3 clusters Score -2049118 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -2049275.500000 Penalty: 11221.636719
	Iteration 8Q: 3 clusters Score -2049276 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -2049467.125000 Penalty: 11221.636719
	Iteration 9Q: 3 clusters Score -2049467 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -2049679.250000 Penalty: 11221.636719
	Iteration 10Q: 3 clusters Score -2049679 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -2049953.125000 Penalty: 11221.636719
	Iteration 11Q: 3 clusters Score -2049953 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -2050145.250000 Penalty: 11221.636719
	Iteration 12Q: 3 clusters Score -2050145 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -2050272.750000 Penalty: 11221.636719
	Iteration 13Q: 3 clusters Score -2050273 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -2050371.125000 Penalty: 11221.636719
	Iteration 14Q: 3 clusters Score -2050371 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -2050464.875000 Penalty: 11221.636719
	Iteration 15Q: 3 clusters Score -2050465 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -2050554.750000 Penalty: 11221.636719
	Iteration 16Q: 3 clusters Score -2050555 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -2050642.125000 Penalty: 11221.636719
	Iteration 17Q: 3 clusters Score -2050642 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -2050728.125000 Penalty: 11221.636719
	Iteration 18Q: 3 clusters Score -2050728 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -2050802.500000 Penalty: 11221.636719
	Iteration 19Q: 3 clusters Score -2050802 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -2050889.250000 Penalty: 11221.636719
	Iteration 20F: 3 clusters Score -2050889 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -2050967.000000 Penalty: 11221.636719
	Iteration 21Q: 3 clusters Score -2050967 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -2051026.125000 Penalty: 11221.636719
	Iteration 22Q: 3 clusters Score -2051026 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -2051072.375000 Penalty: 11221.636719
	Iteration 23Q: 3 clusters Score -2051072 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -2051126.250000 Penalty: 11221.636719
	Iteration 24Q: 3 clusters Score -2051126 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -2051182.250000 Penalty: 11221.636719
	Iteration 25Q: 3 clusters Score -2051182 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -2051242.125000 Penalty: 11221.636719
	Iteration 26Q: 3 clusters Score -2051242 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -2051320.500000 Penalty: 11221.636719
	Iteration 27Q: 3 clusters Score -2051320 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -2051390.500000 Penalty: 11221.636719
	Iteration 28Q: 3 clusters Score -2051390 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -2051465.000000 Penalty: 11221.636719
	Iteration 29Q: 3 clusters Score -2051465 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -2051546.750000 Penalty: 11221.636719
	Iteration 30Q: 3 clusters Score -2051547 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -2051657.250000 Penalty: 11221.636719
	Iteration 31Q: 3 clusters Score -2051657 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -2051765.500000 Penalty: 11221.636719
	Iteration 32Q: 3 clusters Score -2051766 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -2051888.625000 Penalty: 11221.636719
	Iteration 33Q: 3 clusters Score -2051889 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -2052002.750000 Penalty: 11221.636719
	Iteration 34Q: 3 clusters Score -2052003 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -2052099.250000 Penalty: 11221.636719
	Iteration 35Q: 3 clusters Score -2052099 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -2052185.375000 Penalty: 11221.636719
	Iteration 36Q: 3 clusters Score -2052185 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -2052261.375000 Penalty: 11221.636719
	Iteration 37Q: 3 clusters Score -2052261 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -2052333.000000 Penalty: 11221.636719
	Iteration 38Q: 3 clusters Score -2052333 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -2052384.250000 Penalty: 11221.636719
	Iteration 39Q: 3 clusters Score -2052384 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -2052424.125000 Penalty: 11221.636719
	Iteration 40F: 3 clusters Score -2052424 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -2052459.625000 Penalty: 11221.636719
	Iteration 41Q: 3 clusters Score -2052460 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -2052485.125000 Penalty: 11221.636719
	Iteration 42Q: 3 clusters Score -2052485 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -2052499.625000 Penalty: 11221.636719
	Iteration 43Q: 3 clusters Score -2052500 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -2052527.000000 Penalty: 11221.636719
	Iteration 44Q: 3 clusters Score -2052527 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -2052542.750000 Penalty: 11221.636719
	Iteration 45Q: 3 clusters Score -2052543 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -2052572.000000 Penalty: 11221.636719
	Iteration 46Q: 3 clusters Score -2052572 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -2052592.500000 Penalty: 11221.636719
	Iteration 47Q: 3 clusters Score -2052592 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -2052613.875000 Penalty: 11221.636719
	Iteration 48Q: 3 clusters Score -2052614 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -2052631.500000 Penalty: 11221.636719
	Iteration 49Q: 3 clusters Score -2052632 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -2052648.500000 Penalty: 11221.636719
	Iteration 50Q: 3 clusters Score -2052648 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -2052666.125000 Penalty: 11221.636719
	Iteration 51Q: 3 clusters Score -2052666 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -2052677.250000 Penalty: 11221.636719
	Iteration 52Q: 3 clusters Score -2052677 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -2052689.375000 Penalty: 11221.636719
	Iteration 53Q: 3 clusters Score -2052689 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -2052700.125000 Penalty: 11221.636719
	Iteration 54Q: 3 clusters Score -2052700 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -2052711.000000 Penalty: 11221.636719
	Iteration 55Q: 3 clusters Score -2052711 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -2052722.250000 Penalty: 11221.636719
	Iteration 56Q: 3 clusters Score -2052722 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -2052736.000000 Penalty: 11221.636719
	Iteration 57Q: 3 clusters Score -2052736 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -2052746.000000 Penalty: 11221.636719
	Iteration 58Q: 3 clusters Score -2052746 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -2052755.625000 Penalty: 11221.636719
	Iteration 59Q: 3 clusters Score -2052756 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -2052769.375000 Penalty: 11221.636719
	Iteration 60F: 3 clusters Score -2052769 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -2052781.000000 Penalty: 11221.636719
	Iteration 61Q: 3 clusters Score -2052781 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -2052799.000000 Penalty: 11221.636719
	Iteration 62Q: 3 clusters Score -2052799 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -2052819.375000 Penalty: 11221.636719
	Iteration 63Q: 3 clusters Score -2052819 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -2052836.125000 Penalty: 11221.636719
	Iteration 64Q: 3 clusters Score -2052836 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -2052846.500000 Penalty: 11221.636719
	Iteration 65Q: 3 clusters Score -2052846 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -2052868.500000 Penalty: 11221.636719
	Iteration 66Q: 3 clusters Score -2052868 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -2052881.375000 Penalty: 11221.636719
	Iteration 67Q: 3 clusters Score -2052881 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -2052903.875000 Penalty: 11221.636719
	Iteration 68Q: 3 clusters Score -2052904 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -2052929.000000 Penalty: 11221.636719
	Iteration 69Q: 3 clusters Score -2052929 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -2052955.875000 Penalty: 11221.636719
	Iteration 70Q: 3 clusters Score -2052956 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -2052992.750000 Penalty: 11221.636719
	Iteration 71Q: 3 clusters Score -2052993 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -2053027.750000 Penalty: 11221.636719
	Iteration 72Q: 3 clusters Score -2053028 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -2053061.625000 Penalty: 11221.636719
	Iteration 73Q: 3 clusters Score -2053062 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -2053102.625000 Penalty: 11221.636719
	Iteration 74Q: 3 clusters Score -2053103 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -2053147.875000 Penalty: 11221.636719
	Iteration 75Q: 3 clusters Score -2053148 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -2053190.375000 Penalty: 11221.636719
	Iteration 76Q: 3 clusters Score -2053190 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -2053224.500000 Penalty: 11221.636719
	Iteration 77Q: 3 clusters Score -2053224 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -2053250.375000 Penalty: 11221.636719
	Iteration 78Q: 3 clusters Score -2053250 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -2053277.625000 Penalty: 11221.636719
	Iteration 79Q: 3 clusters Score -2053278 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -2053308.125000 Penalty: 11221.636719
	Iteration 80F: 3 clusters Score -2053308 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -2053333.625000 Penalty: 11221.636719
	Iteration 81Q: 3 clusters Score -2053334 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -2053345.750000 Penalty: 11221.636719
	Iteration 82Q: 3 clusters Score -2053346 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -2053344.000000 Penalty: 11221.636719
	Iteration 83Q: 3 clusters Score -2053344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -2053357.000000 Penalty: 11221.636719
	Iteration 84Q: 3 clusters Score -2053357 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -2053365.125000 Penalty: 11221.636719
	Iteration 85Q: 3 clusters Score -2053365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -2053365.875000 Penalty: 11221.636719
	Iteration 86Q: 3 clusters Score -2053366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -2053367.500000 Penalty: 11221.636719
	Iteration 87Q: 3 clusters Score -2053368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -2053365.375000 Penalty: 11221.636719
	Iteration 88Q: 3 clusters Score -2053365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -2053365.375000 Penalty: 11221.636719
	Iteration 89F: 3 clusters Score -2053365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (49137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49137 members 
Entering Unmasked Estep 
Score: -10980322.000000 Penalty: 6616.449707
	Iteration 0F: 2 clusters Score -1.098032e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 24562 members 
Entering Unmasked Estep 
Score: -10945076.000000 Penalty: 13232.899414
	Iteration 0F: 3 clusters Score -1.094508e+07 nChanged 21582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 24588 members 
Entering Unmasked Estep 
Score: -10956816.000000 Penalty: 13232.899414
	Iteration 1F: 3 clusters Score -1.095682e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
Score: -10957729.000000 Penalty: 13232.899414
	Iteration 2F: 3 clusters Score -1.095773e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -10958524.000000 Penalty: 13232.899414
	Iteration 3Q: 3 clusters Score -1.095852e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 24752 members 
Entering Unmasked Estep 
Score: -10959460.000000 Penalty: 13232.899414
	Iteration 4Q: 3 clusters Score -1.095946e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -10960774.000000 Penalty: 13232.899414
	Iteration 5Q: 3 clusters Score -1.096077e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -10962587.000000 Penalty: 13232.899414
	Iteration 6Q: 3 clusters Score -1.096259e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
Score: -10965010.000000 Penalty: 13232.899414
	Iteration 7F: 3 clusters Score -1.096501e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25479 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -10967700.000000 Penalty: 13232.899414
	Iteration 8F: 3 clusters Score -1.09677e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -10970446.000000 Penalty: 13232.899414
	Iteration 9F: 3 clusters Score -1.097045e+07 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27634 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -10972956.000000 Penalty: 13232.899414
	Iteration 10F: 3 clusters Score -1.097296e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28432 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -10974709.000000 Penalty: 13232.899414
	Iteration 11F: 3 clusters Score -1.097471e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28999 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -10975699.000000 Penalty: 13232.899414
	Iteration 12Q: 3 clusters Score -1.09757e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29421 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -10976275.000000 Penalty: 13232.899414
	Iteration 13Q: 3 clusters Score -1.097628e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29697 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -10976483.000000 Penalty: 13232.899414
	Iteration 14Q: 3 clusters Score -1.097648e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29930 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -10976637.000000 Penalty: 13232.899414
	Iteration 15Q: 3 clusters Score -1.097664e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30141 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -10976722.000000 Penalty: 13232.899414
	Iteration 16Q: 3 clusters Score -1.097672e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30305 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -10976759.000000 Penalty: 13232.899414
	Iteration 17Q: 3 clusters Score -1.097676e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30474 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -10976798.000000 Penalty: 13232.899414
	Iteration 18Q: 3 clusters Score -1.09768e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30656 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -10976856.000000 Penalty: 13232.899414
	Iteration 19Q: 3 clusters Score -1.097686e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30834 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -10976898.000000 Penalty: 13232.899414
	Iteration 20F: 3 clusters Score -1.09769e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31030 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -10976959.000000 Penalty: 13232.899414
	Iteration 21Q: 3 clusters Score -1.097696e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31210 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -10976998.000000 Penalty: 13232.899414
	Iteration 22Q: 3 clusters Score -1.0977e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31393 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -10977023.000000 Penalty: 13232.899414
	Iteration 23Q: 3 clusters Score -1.097702e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -10977068.000000 Penalty: 13232.899414
	Iteration 24Q: 3 clusters Score -1.097707e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31762 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -10977102.000000 Penalty: 13232.899414
	Iteration 25Q: 3 clusters Score -1.09771e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31972 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -10977181.000000 Penalty: 13232.899414
	Iteration 26Q: 3 clusters Score -1.097718e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32196 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -10977215.000000 Penalty: 13232.899414
	Iteration 27Q: 3 clusters Score -1.097722e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32442 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -10977272.000000 Penalty: 13232.899414
	Iteration 28Q: 3 clusters Score -1.097727e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32722 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -10977361.000000 Penalty: 13232.899414
	Iteration 29Q: 3 clusters Score -1.097736e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -10977454.000000 Penalty: 13232.899414
	Iteration 30Q: 3 clusters Score -1.097745e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33368 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -10977578.000000 Penalty: 13232.899414
	Iteration 31Q: 3 clusters Score -1.097758e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33741 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -10977730.000000 Penalty: 13232.899414
	Iteration 32Q: 3 clusters Score -1.097773e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34172 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -10977920.000000 Penalty: 13232.899414
	Iteration 33Q: 3 clusters Score -1.097792e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34571 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -10978084.000000 Penalty: 13232.899414
	Iteration 34Q: 3 clusters Score -1.097808e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34996 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -10978311.000000 Penalty: 13232.899414
	Iteration 35Q: 3 clusters Score -1.097831e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35385 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -10978419.000000 Penalty: 13232.899414
	Iteration 36Q: 3 clusters Score -1.097842e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35787 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -10978621.000000 Penalty: 13232.899414
	Iteration 37Q: 3 clusters Score -1.097862e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36165 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -10978755.000000 Penalty: 13232.899414
	Iteration 38Q: 3 clusters Score -1.097876e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36516 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -10978896.000000 Penalty: 13232.899414
	Iteration 39Q: 3 clusters Score -1.09789e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36822 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -10979024.000000 Penalty: 13232.899414
	Iteration 40F: 3 clusters Score -1.097902e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -10979072.000000 Penalty: 13232.899414
	Iteration 41Q: 3 clusters Score -1.097907e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37340 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -10979138.000000 Penalty: 13232.899414
	Iteration 42Q: 3 clusters Score -1.097914e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37548 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -10979201.000000 Penalty: 13232.899414
	Iteration 43Q: 3 clusters Score -1.09792e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37721 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -10979237.000000 Penalty: 13232.899414
	Iteration 44Q: 3 clusters Score -1.097924e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37864 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -10979276.000000 Penalty: 13232.899414
	Iteration 45Q: 3 clusters Score -1.097928e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37967 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -10979272.000000 Penalty: 13232.899414
	Iteration 46Q: 3 clusters Score -1.097927e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38043 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -10979285.000000 Penalty: 13232.899414
	Iteration 47Q: 3 clusters Score -1.097928e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38111 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -10979288.000000 Penalty: 13232.899414
	Iteration 48Q: 3 clusters Score -1.097929e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38176 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -10979290.000000 Penalty: 13232.899414
	Iteration 49Q: 3 clusters Score -1.097929e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38222 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -10979298.000000 Penalty: 13232.899414
	Iteration 50Q: 3 clusters Score -1.09793e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38266 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -10979317.000000 Penalty: 13232.899414
	Iteration 51Q: 3 clusters Score -1.097932e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38312 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -10979308.000000 Penalty: 13232.899414
	Iteration 52Q: 3 clusters Score -1.097931e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38352 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -10979319.000000 Penalty: 13232.899414
	Iteration 53Q: 3 clusters Score -1.097932e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38400 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -10979321.000000 Penalty: 13232.899414
	Iteration 54Q: 3 clusters Score -1.097932e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38461 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -10979339.000000 Penalty: 13232.899414
	Iteration 55Q: 3 clusters Score -1.097934e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38513 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -10979345.000000 Penalty: 13232.899414
	Iteration 56Q: 3 clusters Score -1.097934e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38563 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -10979348.000000 Penalty: 13232.899414
	Iteration 57Q: 3 clusters Score -1.097935e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38609 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -10979366.000000 Penalty: 13232.899414
	Iteration 58Q: 3 clusters Score -1.097937e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38659 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -10979363.000000 Penalty: 13232.899414
	Iteration 59Q: 3 clusters Score -1.097936e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38697 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -10979372.000000 Penalty: 13232.899414
	Iteration 60F: 3 clusters Score -1.097937e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38731 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -10979375.000000 Penalty: 13232.899414
	Iteration 61Q: 3 clusters Score -1.097938e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38769 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -10979358.000000 Penalty: 13232.899414
	Iteration 62Q: 3 clusters Score -1.097936e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38810 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -10979355.000000 Penalty: 13232.899414
	Iteration 63Q: 3 clusters Score -1.097936e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38850 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -10979380.000000 Penalty: 13232.899414
	Iteration 64Q: 3 clusters Score -1.097938e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38888 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -10979413.000000 Penalty: 13232.899414
	Iteration 65Q: 3 clusters Score -1.097941e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38926 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -10979425.000000 Penalty: 13232.899414
	Iteration 66Q: 3 clusters Score -1.097942e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38963 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -10979444.000000 Penalty: 13232.899414
	Iteration 67Q: 3 clusters Score -1.097944e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39004 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -10979428.000000 Penalty: 13232.899414
	Iteration 68Q: 3 clusters Score -1.097943e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39053 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -10979444.000000 Penalty: 13232.899414
	Iteration 69Q: 3 clusters Score -1.097944e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39097 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -10979456.000000 Penalty: 13232.899414
	Iteration 70Q: 3 clusters Score -1.097946e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39139 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -10979431.000000 Penalty: 13232.899414
	Iteration 71Q: 3 clusters Score -1.097943e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39180 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -10979461.000000 Penalty: 13232.899414
	Iteration 72Q: 3 clusters Score -1.097946e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39195 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -10979463.000000 Penalty: 13232.899414
	Iteration 73Q: 3 clusters Score -1.097946e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39213 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -10979475.000000 Penalty: 13232.899414
	Iteration 74Q: 3 clusters Score -1.097948e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39229 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -10979469.000000 Penalty: 13232.899414
	Iteration 75Q: 3 clusters Score -1.097947e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39238 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -10979472.000000 Penalty: 13232.899414
	Iteration 76Q: 3 clusters Score -1.097947e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39247 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -10979476.000000 Penalty: 13232.899414
	Iteration 77Q: 3 clusters Score -1.097948e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39252 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -10979488.000000 Penalty: 13232.899414
	Iteration 78Q: 3 clusters Score -1.097949e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39257 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -10979479.000000 Penalty: 13232.899414
	Iteration 79Q: 3 clusters Score -1.097948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39261 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -10979471.000000 Penalty: 13232.899414
	Iteration 80F: 3 clusters Score -1.097947e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39270 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -10979478.000000 Penalty: 13232.899414
	Iteration 81Q: 3 clusters Score -1.097948e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39281 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -10979467.000000 Penalty: 13232.899414
	Iteration 82Q: 3 clusters Score -1.097947e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39291 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -10979474.000000 Penalty: 13232.899414
	Iteration 83Q: 3 clusters Score -1.097947e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39301 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -10979464.000000 Penalty: 13232.899414
	Iteration 84Q: 3 clusters Score -1.097946e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39306 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -10979476.000000 Penalty: 13232.899414
	Iteration 85Q: 3 clusters Score -1.097948e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39315 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -10979492.000000 Penalty: 13232.899414
	Iteration 86Q: 3 clusters Score -1.097949e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39325 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -10979482.000000 Penalty: 13232.899414
	Iteration 87Q: 3 clusters Score -1.097948e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39336 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -10979483.000000 Penalty: 13232.899414
	Iteration 88Q: 3 clusters Score -1.097948e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39349 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -10979495.000000 Penalty: 13232.899414
	Iteration 89Q: 3 clusters Score -1.09795e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39357 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -10979499.000000 Penalty: 13232.899414
	Iteration 90Q: 3 clusters Score -1.09795e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39360 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -10979488.000000 Penalty: 13232.899414
	Iteration 91Q: 3 clusters Score -1.097949e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39364 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -10979489.000000 Penalty: 13232.899414
	Iteration 92Q: 3 clusters Score -1.097949e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39369 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -10979485.000000 Penalty: 13232.899414
	Iteration 93Q: 3 clusters Score -1.097948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39373 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -10979493.000000 Penalty: 13232.899414
	Iteration 94Q: 3 clusters Score -1.097949e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39377 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -10979496.000000 Penalty: 13232.899414
	Iteration 95Q: 3 clusters Score -1.09795e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39382 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -10979497.000000 Penalty: 13232.899414
	Iteration 96Q: 3 clusters Score -1.09795e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39387 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -10979499.000000 Penalty: 13232.899414
	Iteration 97Q: 3 clusters Score -1.09795e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39389 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -10979501.000000 Penalty: 13232.899414
	Iteration 98Q: 3 clusters Score -1.09795e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39389 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -10979501.000000 Penalty: 13232.899414
	Iteration 99F: 3 clusters Score -1.09795e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Entering Unmasked Estep 
Score: -287337.500000 Penalty: 4417.078613
	Iteration 0F: 2 clusters Score -287337.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -282893.468750 Penalty: 8834.157227
	Iteration 0F: 3 clusters Score -282893.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -283515.156250 Penalty: 8834.157227
	Iteration 1F: 3 clusters Score -283515.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -284005.531250 Penalty: 8834.157227
	Iteration 2F: 3 clusters Score -284005.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -284637.156250 Penalty: 8834.157227
	Iteration 3F: 3 clusters Score -284637.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -285180.750000 Penalty: 8834.157227
	Iteration 4F: 3 clusters Score -285180.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -285463.843750 Penalty: 8834.157227
	Iteration 5F: 3 clusters Score -285463.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -285681.656250 Penalty: 8834.157227
	Iteration 6Q: 3 clusters Score -285681.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -285832.062500 Penalty: 8834.157227
	Iteration 7Q: 3 clusters Score -285832.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -285924.812500 Penalty: 8834.157227
	Iteration 8Q: 3 clusters Score -285924.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -286009.656250 Penalty: 8834.157227
	Iteration 9Q: 3 clusters Score -286009.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -286042.625000 Penalty: 8834.157227
	Iteration 10Q: 3 clusters Score -286042.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -286074.781250 Penalty: 8834.157227
	Iteration 11Q: 3 clusters Score -286074.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -286100.062500 Penalty: 8834.157227
	Iteration 12Q: 3 clusters Score -286100.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -286104.906250 Penalty: 8834.157227
	Iteration 13Q: 3 clusters Score -286104.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -286109.812500 Penalty: 8834.157227
	Iteration 14Q: 3 clusters Score -286109.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -286109.812500 Penalty: 8834.157227
	Iteration 15F: 3 clusters Score -286109.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Entering Unmasked Estep 
Score: -605681.375000 Penalty: 4860.547363
	Iteration 0F: 2 clusters Score -605681.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -600108.062500 Penalty: 9721.094727
	Iteration 0F: 3 clusters Score -600108.1 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -600927.375000 Penalty: 9721.094727
	Iteration 1F: 3 clusters Score -600927.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -601220.437500 Penalty: 9721.094727
	Iteration 2F: 3 clusters Score -601220.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -601435.375000 Penalty: 9721.094727
	Iteration 3Q: 3 clusters Score -601435.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -601600.375000 Penalty: 9721.094727
	Iteration 4Q: 3 clusters Score -601600.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -601787.062500 Penalty: 9721.094727
	Iteration 5Q: 3 clusters Score -601787.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -602000.125000 Penalty: 9721.094727
	Iteration 6Q: 3 clusters Score -602000.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -602346.750000 Penalty: 9721.094727
	Iteration 7Q: 3 clusters Score -602346.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -602794.687500 Penalty: 9721.094727
	Iteration 8F: 3 clusters Score -602794.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -603403.750000 Penalty: 9721.094727
	Iteration 9F: 3 clusters Score -603403.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -604271.375000 Penalty: 9721.094727
	Iteration 10F: 3 clusters Score -604271.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -605018.562500 Penalty: 9721.094727
	Iteration 11F: 3 clusters Score -605018.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -605749.375000 Penalty: 9721.094727
	Iteration 12Q: 3 clusters Score -605749.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -606483.562500 Penalty: 9721.094727
	Iteration 13Q: 3 clusters Score -606483.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -606665.250000 Penalty: 9721.094727
	Iteration 14Q: 3 clusters Score -606665.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -606665.250000 Penalty: 9721.094727
	Iteration 15F: 3 clusters Score -606665.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 12400 members 
Mstep: Class 3 contains 10496 members 
Mstep: Class 4 contains 27159 members 
Mstep: Class 5 contains 7563 members 
Mstep: Class 6 contains 6050 members 
Mstep: Class 7 contains 35376 members 
Mstep: Class 8 contains 62441 members 
Mstep: Class 9 contains 69306 members 
Mstep: Class 10 contains 15297 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1583 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71242 members 
Mstep: Class 15 contains 4445 members 
Mstep: Class 16 contains 141786 members 
Mstep: Class 17 contains 34447 members 
Mstep: Class 18 contains 5958 members 
Mstep: Class 19 contains 7696 members 
Mstep: Class 20 contains 1763 members 
Mstep: Class 21 contains 9514 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 1611 members 
Mstep: Class 25 contains 13299 members 
Mstep: Class 26 contains 32371 members 
Mstep: Class 27 contains 11719 members 
Mstep: Class 28 contains 52125 members 
Mstep: Class 29 contains 1184 members 
Entering Unmasked Estep 
Score: -157278896.000000 Penalty: 239503.718750
Splitting cluster 24 changes total score from -157280816.000000 to -157278896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (13299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Entering Unmasked Estep 
Score: -2938663.000000 Penalty: 5815.959473
	Iteration 0F: 2 clusters Score -2938663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -2926381.750000 Penalty: 11631.918945
	Iteration 0F: 3 clusters Score -2926382 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -2929320.750000 Penalty: 11631.918945
	Iteration 1F: 3 clusters Score -2929321 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -2929944.000000 Penalty: 11631.918945
	Iteration 2F: 3 clusters Score -2929944 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -2930385.500000 Penalty: 11631.918945
	Iteration 3F: 3 clusters Score -2930386 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -2930784.250000 Penalty: 11631.918945
	Iteration 4Q: 3 clusters Score -2930784 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -2931100.500000 Penalty: 11631.918945
	Iteration 5Q: 3 clusters Score -2931100 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -2931368.250000 Penalty: 11631.918945
	Iteration 6Q: 3 clusters Score -2931368 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -2931593.000000 Penalty: 11631.918945
	Iteration 7Q: 3 clusters Score -2931593 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -2931786.500000 Penalty: 11631.918945
	Iteration 8Q: 3 clusters Score -2931786 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -2931970.000000 Penalty: 11631.918945
	Iteration 9Q: 3 clusters Score -2931970 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -2932126.250000 Penalty: 11631.918945
	Iteration 10Q: 3 clusters Score -2932126 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -2932289.500000 Penalty: 11631.918945
	Iteration 11Q: 3 clusters Score -2932290 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -2932410.000000 Penalty: 11631.918945
	Iteration 12Q: 3 clusters Score -2932410 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -2932535.250000 Penalty: 11631.918945
	Iteration 13Q: 3 clusters Score -2932535 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -2932666.250000 Penalty: 11631.918945
	Iteration 14Q: 3 clusters Score -2932666 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -2932762.500000 Penalty: 11631.918945
	Iteration 15Q: 3 clusters Score -2932762 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -2932856.250000 Penalty: 11631.918945
	Iteration 16Q: 3 clusters Score -2932856 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -2932952.500000 Penalty: 11631.918945
	Iteration 17Q: 3 clusters Score -2932952 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -2933029.250000 Penalty: 11631.918945
	Iteration 18Q: 3 clusters Score -2933029 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -2933103.250000 Penalty: 11631.918945
	Iteration 19Q: 3 clusters Score -2933103 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -2933173.750000 Penalty: 11631.918945
	Iteration 20F: 3 clusters Score -2933174 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -2933233.750000 Penalty: 11631.918945
	Iteration 21Q: 3 clusters Score -2933234 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -2933290.750000 Penalty: 11631.918945
	Iteration 22Q: 3 clusters Score -2933291 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -2933346.000000 Penalty: 11631.918945
	Iteration 23Q: 3 clusters Score -2933346 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -2933391.500000 Penalty: 11631.918945
	Iteration 24Q: 3 clusters Score -2933392 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -2933433.750000 Penalty: 11631.918945
	Iteration 25Q: 3 clusters Score -2933434 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -2933474.500000 Penalty: 11631.918945
	Iteration 26Q: 3 clusters Score -2933474 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -2933503.000000 Penalty: 11631.918945
	Iteration 27Q: 3 clusters Score -2933503 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -2933525.250000 Penalty: 11631.918945
	Iteration 28Q: 3 clusters Score -2933525 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -2933544.500000 Penalty: 11631.918945
	Iteration 29Q: 3 clusters Score -2933544 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -2933580.750000 Penalty: 11631.918945
	Iteration 30Q: 3 clusters Score -2933581 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -2933605.500000 Penalty: 11631.918945
	Iteration 31Q: 3 clusters Score -2933606 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -2933625.000000 Penalty: 11631.918945
	Iteration 32Q: 3 clusters Score -2933625 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -2933629.000000 Penalty: 11631.918945
	Iteration 33Q: 3 clusters Score -2933629 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -2933663.750000 Penalty: 11631.918945
	Iteration 34Q: 3 clusters Score -2933664 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -2933693.750000 Penalty: 11631.918945
	Iteration 35Q: 3 clusters Score -2933694 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -2933732.000000 Penalty: 11631.918945
	Iteration 36Q: 3 clusters Score -2933732 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -2933746.250000 Penalty: 11631.918945
	Iteration 37Q: 3 clusters Score -2933746 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -2933770.250000 Penalty: 11631.918945
	Iteration 38Q: 3 clusters Score -2933770 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -2933784.750000 Penalty: 11631.918945
	Iteration 39Q: 3 clusters Score -2933785 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -2933796.750000 Penalty: 11631.918945
	Iteration 40F: 3 clusters Score -2933797 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -2933804.500000 Penalty: 11631.918945
	Iteration 41Q: 3 clusters Score -2933804 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -2933822.000000 Penalty: 11631.918945
	Iteration 42Q: 3 clusters Score -2933822 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -2933836.000000 Penalty: 11631.918945
	Iteration 43Q: 3 clusters Score -2933836 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -2933853.500000 Penalty: 11631.918945
	Iteration 44Q: 3 clusters Score -2933854 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -2933866.000000 Penalty: 11631.918945
	Iteration 45Q: 3 clusters Score -2933866 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -2933881.500000 Penalty: 11631.918945
	Iteration 46Q: 3 clusters Score -2933882 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -2933893.750000 Penalty: 11631.918945
	Iteration 47Q: 3 clusters Score -2933894 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -2933899.750000 Penalty: 11631.918945
	Iteration 48Q: 3 clusters Score -2933900 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -2933903.000000 Penalty: 11631.918945
	Iteration 49Q: 3 clusters Score -2933903 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -2933921.250000 Penalty: 11631.918945
	Iteration 50Q: 3 clusters Score -2933921 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -2933930.500000 Penalty: 11631.918945
	Iteration 51Q: 3 clusters Score -2933930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -2933937.000000 Penalty: 11631.918945
	Iteration 52Q: 3 clusters Score -2933937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -2933938.750000 Penalty: 11631.918945
	Iteration 53Q: 3 clusters Score -2933939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -2933944.000000 Penalty: 11631.918945
	Iteration 54Q: 3 clusters Score -2933944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -2933942.750000 Penalty: 11631.918945
	Iteration 55Q: 3 clusters Score -2933943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -2933958.000000 Penalty: 11631.918945
	Iteration 56Q: 3 clusters Score -2933958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -2933962.000000 Penalty: 11631.918945
	Iteration 57Q: 3 clusters Score -2933962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -2933958.250000 Penalty: 11631.918945
	Iteration 58Q: 3 clusters Score -2933958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -2933962.000000 Penalty: 11631.918945
	Iteration 59Q: 3 clusters Score -2933962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -2933961.250000 Penalty: 11631.918945
	Iteration 60F: 3 clusters Score -2933961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -2933959.750000 Penalty: 11631.918945
	Iteration 61Q: 3 clusters Score -2933960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -2933960.750000 Penalty: 11631.918945
	Iteration 62Q: 3 clusters Score -2933961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -2933964.000000 Penalty: 11631.918945
	Iteration 63Q: 3 clusters Score -2933964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -2933958.750000 Penalty: 11631.918945
	Iteration 64Q: 3 clusters Score -2933959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -2933957.500000 Penalty: 11631.918945
	Iteration 65Q: 3 clusters Score -2933958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -2933962.750000 Penalty: 11631.918945
	Iteration 66Q: 3 clusters Score -2933963 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -2933962.750000 Penalty: 11631.918945
	Iteration 67Q: 3 clusters Score -2933963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -2933960.500000 Penalty: 11631.918945
	Iteration 68Q: 3 clusters Score -2933960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -2933971.000000 Penalty: 11631.918945
	Iteration 69Q: 3 clusters Score -2933971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -2933971.750000 Penalty: 11631.918945
	Iteration 70Q: 3 clusters Score -2933972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -2933973.750000 Penalty: 11631.918945
	Iteration 71Q: 3 clusters Score -2933974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -2933978.750000 Penalty: 11631.918945
	Iteration 72Q: 3 clusters Score -2933979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -2933980.000000 Penalty: 11631.918945
	Iteration 73Q: 3 clusters Score -2933980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -2933978.500000 Penalty: 11631.918945
	Iteration 74Q: 3 clusters Score -2933978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -2933979.500000 Penalty: 11631.918945
	Iteration 75Q: 3 clusters Score -2933980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -2933975.500000 Penalty: 11631.918945
	Iteration 76Q: 3 clusters Score -2933976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -2933976.000000 Penalty: 11631.918945
	Iteration 77Q: 3 clusters Score -2933976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -2933984.750000 Penalty: 11631.918945
	Iteration 78Q: 3 clusters Score -2933985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -2933983.500000 Penalty: 11631.918945
	Iteration 79Q: 3 clusters Score -2933984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -2933983.500000 Penalty: 11631.918945
	Iteration 80F: 3 clusters Score -2933984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (32371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32371 members 
Entering Unmasked Estep 
Score: -7205950.000000 Penalty: 6360.823730
	Iteration 0F: 2 clusters Score -7205950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -7181603.500000 Penalty: 12721.647461
	Iteration 0F: 3 clusters Score -7181604 nChanged 13725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -7188839.500000 Penalty: 12721.647461
	Iteration 1F: 3 clusters Score -7188840 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -7189657.000000 Penalty: 12721.647461
	Iteration 2F: 3 clusters Score -7189657 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -7190274.000000 Penalty: 12721.647461
	Iteration 3Q: 3 clusters Score -7190274 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -7190762.000000 Penalty: 12721.647461
	Iteration 4Q: 3 clusters Score -7190762 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -7191125.000000 Penalty: 12721.647461
	Iteration 5Q: 3 clusters Score -7191125 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -7191489.000000 Penalty: 12721.647461
	Iteration 6Q: 3 clusters Score -7191489 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -7191801.500000 Penalty: 12721.647461
	Iteration 7Q: 3 clusters Score -7191802 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -7192062.500000 Penalty: 12721.647461
	Iteration 8Q: 3 clusters Score -7192062 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -7192298.500000 Penalty: 12721.647461
	Iteration 9Q: 3 clusters Score -7192298 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -7192547.000000 Penalty: 12721.647461
	Iteration 10Q: 3 clusters Score -7192547 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -7192773.500000 Penalty: 12721.647461
	Iteration 11Q: 3 clusters Score -7192774 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -7193129.000000 Penalty: 12721.647461
	Iteration 12Q: 3 clusters Score -7193129 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -7193484.500000 Penalty: 12721.647461
	Iteration 13Q: 3 clusters Score -7193484 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -7193843.000000 Penalty: 12721.647461
	Iteration 14Q: 3 clusters Score -7193843 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -7194310.500000 Penalty: 12721.647461
	Iteration 15Q: 3 clusters Score -7194310 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -7194934.500000 Penalty: 12721.647461
	Iteration 16Q: 3 clusters Score -7194934 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -7195577.500000 Penalty: 12721.647461
	Iteration 17Q: 3 clusters Score -7195578 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 25117 members 
Entering Unmasked Estep 
Score: -7196281.500000 Penalty: 12721.647461
	Iteration 18Q: 3 clusters Score -7196282 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -7197139.500000 Penalty: 12721.647461
	Iteration 19Q: 3 clusters Score -7197140 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 27236 members 
Entering Unmasked Estep 
Score: -7197805.500000 Penalty: 12721.647461
	Iteration 20F: 3 clusters Score -7197806 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 28087 members 
Entering Unmasked Estep 
Score: -7198369.000000 Penalty: 12721.647461
	Iteration 21Q: 3 clusters Score -7198369 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 28790 members 
Entering Unmasked Estep 
Score: -7198832.500000 Penalty: 12721.647461
	Iteration 22Q: 3 clusters Score -7198832 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 29383 members 
Entering Unmasked Estep 
Score: -7199224.000000 Penalty: 12721.647461
	Iteration 23Q: 3 clusters Score -7199224 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 29832 members 
Entering Unmasked Estep 
Score: -7199579.500000 Penalty: 12721.647461
	Iteration 24Q: 3 clusters Score -7199580 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 30192 members 
Entering Unmasked Estep 
Score: -7199893.000000 Penalty: 12721.647461
	Iteration 25Q: 3 clusters Score -7199893 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 30441 members 
Entering Unmasked Estep 
Score: -7200071.000000 Penalty: 12721.647461
	Iteration 26Q: 3 clusters Score -7200071 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 30649 members 
Entering Unmasked Estep 
Score: -7200243.000000 Penalty: 12721.647461
	Iteration 27Q: 3 clusters Score -7200243 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 30766 members 
Entering Unmasked Estep 
Score: -7200346.000000 Penalty: 12721.647461
	Iteration 28Q: 3 clusters Score -7200346 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 30859 members 
Entering Unmasked Estep 
Score: -7200403.500000 Penalty: 12721.647461
	Iteration 29Q: 3 clusters Score -7200404 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 30929 members 
Entering Unmasked Estep 
Score: -7200441.500000 Penalty: 12721.647461
	Iteration 30Q: 3 clusters Score -7200442 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 30970 members 
Entering Unmasked Estep 
Score: -7200472.000000 Penalty: 12721.647461
	Iteration 31Q: 3 clusters Score -7200472 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 31009 members 
Entering Unmasked Estep 
Score: -7200491.000000 Penalty: 12721.647461
	Iteration 32Q: 3 clusters Score -7200491 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 31046 members 
Entering Unmasked Estep 
Score: -7200527.500000 Penalty: 12721.647461
	Iteration 33Q: 3 clusters Score -7200528 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 31069 members 
Entering Unmasked Estep 
Score: -7200541.000000 Penalty: 12721.647461
	Iteration 34Q: 3 clusters Score -7200541 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 31089 members 
Entering Unmasked Estep 
Score: -7200545.000000 Penalty: 12721.647461
	Iteration 35Q: 3 clusters Score -7200545 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 31101 members 
Entering Unmasked Estep 
Score: -7200567.000000 Penalty: 12721.647461
	Iteration 36Q: 3 clusters Score -7200567 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 31118 members 
Entering Unmasked Estep 
Score: -7200588.500000 Penalty: 12721.647461
	Iteration 37Q: 3 clusters Score -7200588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 31129 members 
Entering Unmasked Estep 
Score: -7200583.500000 Penalty: 12721.647461
	Iteration 38Q: 3 clusters Score -7200584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 31142 members 
Entering Unmasked Estep 
Score: -7200597.000000 Penalty: 12721.647461
	Iteration 39Q: 3 clusters Score -7200597 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 31152 members 
Entering Unmasked Estep 
Score: -7200619.000000 Penalty: 12721.647461
	Iteration 40F: 3 clusters Score -7200619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 31162 members 
Entering Unmasked Estep 
Score: -7200638.000000 Penalty: 12721.647461
	Iteration 41Q: 3 clusters Score -7200638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 31170 members 
Entering Unmasked Estep 
Score: -7200649.500000 Penalty: 12721.647461
	Iteration 42Q: 3 clusters Score -7200650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 31179 members 
Entering Unmasked Estep 
Score: -7200656.500000 Penalty: 12721.647461
	Iteration 43Q: 3 clusters Score -7200656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 31189 members 
Entering Unmasked Estep 
Score: -7200664.500000 Penalty: 12721.647461
	Iteration 44Q: 3 clusters Score -7200664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 31193 members 
Entering Unmasked Estep 
Score: -7200664.500000 Penalty: 12721.647461
	Iteration 45Q: 3 clusters Score -7200664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 31199 members 
Entering Unmasked Estep 
Score: -7200666.500000 Penalty: 12721.647461
	Iteration 46Q: 3 clusters Score -7200666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 31204 members 
Entering Unmasked Estep 
Score: -7200680.500000 Penalty: 12721.647461
	Iteration 47Q: 3 clusters Score -7200680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 31205 members 
Entering Unmasked Estep 
Score: -7200683.500000 Penalty: 12721.647461
	Iteration 48Q: 3 clusters Score -7200684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 31206 members 
Entering Unmasked Estep 
Score: -7200680.000000 Penalty: 12721.647461
	Iteration 49Q: 3 clusters Score -7200680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 31206 members 
Entering Unmasked Estep 
Score: -7200680.000000 Penalty: 12721.647461
	Iteration 50F: 3 clusters Score -7200680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Entering Unmasked Estep 
Score: -2626378.250000 Penalty: 5738.492188
	Iteration 0F: 2 clusters Score -2626378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -2615080.750000 Penalty: 11476.984375
	Iteration 0F: 3 clusters Score -2615081 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -2617655.750000 Penalty: 11476.984375
	Iteration 1F: 3 clusters Score -2617656 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -2618084.000000 Penalty: 11476.984375
	Iteration 2F: 3 clusters Score -2618084 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -2618305.250000 Penalty: 11476.984375
	Iteration 3Q: 3 clusters Score -2618305 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -2618469.500000 Penalty: 11476.984375
	Iteration 4Q: 3 clusters Score -2618470 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -2618576.250000 Penalty: 11476.984375
	Iteration 5Q: 3 clusters Score -2618576 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -2618661.750000 Penalty: 11476.984375
	Iteration 6Q: 3 clusters Score -2618662 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -2618717.500000 Penalty: 11476.984375
	Iteration 7Q: 3 clusters Score -2618718 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -2618762.500000 Penalty: 11476.984375
	Iteration 8Q: 3 clusters Score -2618762 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -2618820.000000 Penalty: 11476.984375
	Iteration 9Q: 3 clusters Score -2618820 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -2618856.250000 Penalty: 11476.984375
	Iteration 10Q: 3 clusters Score -2618856 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -2618875.750000 Penalty: 11476.984375
	Iteration 11Q: 3 clusters Score -2618876 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -2618899.000000 Penalty: 11476.984375
	Iteration 12Q: 3 clusters Score -2618899 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -2618927.250000 Penalty: 11476.984375
	Iteration 13Q: 3 clusters Score -2618927 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -2618944.500000 Penalty: 11476.984375
	Iteration 14Q: 3 clusters Score -2618944 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -2618956.500000 Penalty: 11476.984375
	Iteration 15Q: 3 clusters Score -2618956 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -2618967.750000 Penalty: 11476.984375
	Iteration 16Q: 3 clusters Score -2618968 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -2618974.750000 Penalty: 11476.984375
	Iteration 17Q: 3 clusters Score -2618975 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -2618978.750000 Penalty: 11476.984375
	Iteration 18Q: 3 clusters Score -2618979 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -2618993.250000 Penalty: 11476.984375
	Iteration 19Q: 3 clusters Score -2618993 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -2619001.500000 Penalty: 11476.984375
	Iteration 20F: 3 clusters Score -2619002 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -2619015.750000 Penalty: 11476.984375
	Iteration 21Q: 3 clusters Score -2619016 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -2619029.000000 Penalty: 11476.984375
	Iteration 22Q: 3 clusters Score -2619029 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -2619034.750000 Penalty: 11476.984375
	Iteration 23Q: 3 clusters Score -2619035 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -2619050.000000 Penalty: 11476.984375
	Iteration 24Q: 3 clusters Score -2619050 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -2619060.750000 Penalty: 11476.984375
	Iteration 25Q: 3 clusters Score -2619061 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -2619064.500000 Penalty: 11476.984375
	Iteration 26Q: 3 clusters Score -2619064 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -2619073.500000 Penalty: 11476.984375
	Iteration 27Q: 3 clusters Score -2619074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -2619079.500000 Penalty: 11476.984375
	Iteration 28Q: 3 clusters Score -2619080 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -2619082.250000 Penalty: 11476.984375
	Iteration 29Q: 3 clusters Score -2619082 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -2619086.250000 Penalty: 11476.984375
	Iteration 30Q: 3 clusters Score -2619086 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -2619094.750000 Penalty: 11476.984375
	Iteration 31Q: 3 clusters Score -2619095 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -2619103.000000 Penalty: 11476.984375
	Iteration 32Q: 3 clusters Score -2619103 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -2619099.000000 Penalty: 11476.984375
	Iteration 33Q: 3 clusters Score -2619099 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -2619110.500000 Penalty: 11476.984375
	Iteration 34Q: 3 clusters Score -2619110 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -2619120.250000 Penalty: 11476.984375
	Iteration 35Q: 3 clusters Score -2619120 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -2619125.500000 Penalty: 11476.984375
	Iteration 36Q: 3 clusters Score -2619126 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -2619136.500000 Penalty: 11476.984375
	Iteration 37Q: 3 clusters Score -2619136 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -2619150.000000 Penalty: 11476.984375
	Iteration 38Q: 3 clusters Score -2619150 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -2619161.500000 Penalty: 11476.984375
	Iteration 39Q: 3 clusters Score -2619162 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -2619177.750000 Penalty: 11476.984375
	Iteration 40F: 3 clusters Score -2619178 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -2619172.250000 Penalty: 11476.984375
	Iteration 41Q: 3 clusters Score -2619172 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -2619184.500000 Penalty: 11476.984375
	Iteration 42Q: 3 clusters Score -2619184 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -2619193.500000 Penalty: 11476.984375
	Iteration 43Q: 3 clusters Score -2619194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -2619192.250000 Penalty: 11476.984375
	Iteration 44Q: 3 clusters Score -2619192 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -2619203.750000 Penalty: 11476.984375
	Iteration 45Q: 3 clusters Score -2619204 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -2619207.500000 Penalty: 11476.984375
	Iteration 46Q: 3 clusters Score -2619208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -2619212.250000 Penalty: 11476.984375
	Iteration 47Q: 3 clusters Score -2619212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -2619228.750000 Penalty: 11476.984375
	Iteration 48Q: 3 clusters Score -2619229 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -2619225.000000 Penalty: 11476.984375
	Iteration 49Q: 3 clusters Score -2619225 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -2619232.000000 Penalty: 11476.984375
	Iteration 50Q: 3 clusters Score -2619232 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -2619229.500000 Penalty: 11476.984375
	Iteration 51Q: 3 clusters Score -2619230 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -2619237.000000 Penalty: 11476.984375
	Iteration 52Q: 3 clusters Score -2619237 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -2619243.750000 Penalty: 11476.984375
	Iteration 53Q: 3 clusters Score -2619244 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -2619253.750000 Penalty: 11476.984375
	Iteration 54Q: 3 clusters Score -2619254 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -2619255.750000 Penalty: 11476.984375
	Iteration 55Q: 3 clusters Score -2619256 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -2619261.250000 Penalty: 11476.984375
	Iteration 56Q: 3 clusters Score -2619261 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -2619266.500000 Penalty: 11476.984375
	Iteration 57Q: 3 clusters Score -2619266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -2619274.750000 Penalty: 11476.984375
	Iteration 58Q: 3 clusters Score -2619275 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -2619277.750000 Penalty: 11476.984375
	Iteration 59Q: 3 clusters Score -2619278 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -2619291.500000 Penalty: 11476.984375
	Iteration 60F: 3 clusters Score -2619292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -2619284.250000 Penalty: 11476.984375
	Iteration 61Q: 3 clusters Score -2619284 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -2619294.250000 Penalty: 11476.984375
	Iteration 62Q: 3 clusters Score -2619294 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -2619301.750000 Penalty: 11476.984375
	Iteration 63Q: 3 clusters Score -2619302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -2619307.750000 Penalty: 11476.984375
	Iteration 64Q: 3 clusters Score -2619308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -2619307.750000 Penalty: 11476.984375
	Iteration 65Q: 3 clusters Score -2619308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -2619310.750000 Penalty: 11476.984375
	Iteration 66Q: 3 clusters Score -2619311 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -2619313.250000 Penalty: 11476.984375
	Iteration 67Q: 3 clusters Score -2619313 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -2619320.500000 Penalty: 11476.984375
	Iteration 68Q: 3 clusters Score -2619320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -2619319.250000 Penalty: 11476.984375
	Iteration 69Q: 3 clusters Score -2619319 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -2619325.000000 Penalty: 11476.984375
	Iteration 70Q: 3 clusters Score -2619325 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -2619329.250000 Penalty: 11476.984375
	Iteration 71Q: 3 clusters Score -2619329 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -2619333.500000 Penalty: 11476.984375
	Iteration 72Q: 3 clusters Score -2619334 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -2619330.000000 Penalty: 11476.984375
	Iteration 73Q: 3 clusters Score -2619330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -2619334.250000 Penalty: 11476.984375
	Iteration 74Q: 3 clusters Score -2619334 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -2619343.000000 Penalty: 11476.984375
	Iteration 75Q: 3 clusters Score -2619343 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -2619350.250000 Penalty: 11476.984375
	Iteration 76Q: 3 clusters Score -2619350 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -2619356.500000 Penalty: 11476.984375
	Iteration 77Q: 3 clusters Score -2619356 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -2619364.250000 Penalty: 11476.984375
	Iteration 78Q: 3 clusters Score -2619364 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -2619376.500000 Penalty: 11476.984375
	Iteration 79Q: 3 clusters Score -2619376 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -2619387.250000 Penalty: 11476.984375
	Iteration 80F: 3 clusters Score -2619387 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -2619397.250000 Penalty: 11476.984375
	Iteration 81Q: 3 clusters Score -2619397 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -2619404.500000 Penalty: 11476.984375
	Iteration 82Q: 3 clusters Score -2619404 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -2619400.500000 Penalty: 11476.984375
	Iteration 83Q: 3 clusters Score -2619400 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -2619404.500000 Penalty: 11476.984375
	Iteration 84Q: 3 clusters Score -2619404 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -2619413.250000 Penalty: 11476.984375
	Iteration 85Q: 3 clusters Score -2619413 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -2619413.000000 Penalty: 11476.984375
	Iteration 86Q: 3 clusters Score -2619413 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -2619428.250000 Penalty: 11476.984375
	Iteration 87Q: 3 clusters Score -2619428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -2619431.000000 Penalty: 11476.984375
	Iteration 88Q: 3 clusters Score -2619431 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -2619432.500000 Penalty: 11476.984375
	Iteration 89Q: 3 clusters Score -2619432 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -2619432.500000 Penalty: 11476.984375
	Iteration 90Q: 3 clusters Score -2619432 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -2619437.500000 Penalty: 11476.984375
	Iteration 91Q: 3 clusters Score -2619438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -2619444.250000 Penalty: 11476.984375
	Iteration 92Q: 3 clusters Score -2619444 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -2619452.500000 Penalty: 11476.984375
	Iteration 93Q: 3 clusters Score -2619452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -2619459.250000 Penalty: 11476.984375
	Iteration 94Q: 3 clusters Score -2619459 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -2619465.000000 Penalty: 11476.984375
	Iteration 95Q: 3 clusters Score -2619465 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -2619474.000000 Penalty: 11476.984375
	Iteration 96Q: 3 clusters Score -2619474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -2619480.750000 Penalty: 11476.984375
	Iteration 97Q: 3 clusters Score -2619481 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -2619482.000000 Penalty: 11476.984375
	Iteration 98Q: 3 clusters Score -2619482 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -2619492.250000 Penalty: 11476.984375
	Iteration 99Q: 3 clusters Score -2619492 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -2619500.500000 Penalty: 11476.984375
	Iteration 100F: 3 clusters Score -2619500 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -2619505.750000 Penalty: 11476.984375
	Iteration 101Q: 3 clusters Score -2619506 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -2619511.250000 Penalty: 11476.984375
	Iteration 102Q: 3 clusters Score -2619511 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -2619528.500000 Penalty: 11476.984375
	Iteration 103Q: 3 clusters Score -2619528 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -2619532.500000 Penalty: 11476.984375
	Iteration 104Q: 3 clusters Score -2619532 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -2619532.500000 Penalty: 11476.984375
	Iteration 105Q: 3 clusters Score -2619532 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -2619543.250000 Penalty: 11476.984375
	Iteration 106Q: 3 clusters Score -2619543 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -2619565.250000 Penalty: 11476.984375
	Iteration 107Q: 3 clusters Score -2619565 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -2619576.750000 Penalty: 11476.984375
	Iteration 108Q: 3 clusters Score -2619577 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -2619602.000000 Penalty: 11476.984375
	Iteration 109Q: 3 clusters Score -2619602 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -2619623.500000 Penalty: 11476.984375
	Iteration 110Q: 3 clusters Score -2619624 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -2619642.750000 Penalty: 11476.984375
	Iteration 111Q: 3 clusters Score -2619643 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -2619674.750000 Penalty: 11476.984375
	Iteration 112Q: 3 clusters Score -2619675 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -2619701.750000 Penalty: 11476.984375
	Iteration 113Q: 3 clusters Score -2619702 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -2619745.250000 Penalty: 11476.984375
	Iteration 114Q: 3 clusters Score -2619745 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -2619769.500000 Penalty: 11476.984375
	Iteration 115Q: 3 clusters Score -2619770 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -2619800.750000 Penalty: 11476.984375
	Iteration 116Q: 3 clusters Score -2619801 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -2619837.000000 Penalty: 11476.984375
	Iteration 117Q: 3 clusters Score -2619837 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -2619867.250000 Penalty: 11476.984375
	Iteration 118Q: 3 clusters Score -2619867 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -2619917.750000 Penalty: 11476.984375
	Iteration 119Q: 3 clusters Score -2619918 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -2619969.750000 Penalty: 11476.984375
	Iteration 120F: 3 clusters Score -2619970 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -2620044.750000 Penalty: 11476.984375
	Iteration 121Q: 3 clusters Score -2620045 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -2620131.250000 Penalty: 11476.984375
	Iteration 122Q: 3 clusters Score -2620131 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -2620220.250000 Penalty: 11476.984375
	Iteration 123Q: 3 clusters Score -2620220 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -2620322.750000 Penalty: 11476.984375
	Iteration 124Q: 3 clusters Score -2620323 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -2620431.000000 Penalty: 11476.984375
	Iteration 125Q: 3 clusters Score -2620431 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -2620530.750000 Penalty: 11476.984375
	Iteration 126Q: 3 clusters Score -2620531 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -2620641.500000 Penalty: 11476.984375
	Iteration 127Q: 3 clusters Score -2620642 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -2620745.250000 Penalty: 11476.984375
	Iteration 128Q: 3 clusters Score -2620745 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -2620847.500000 Penalty: 11476.984375
	Iteration 129Q: 3 clusters Score -2620848 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -2620926.750000 Penalty: 11476.984375
	Iteration 130Q: 3 clusters Score -2620927 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -2621002.750000 Penalty: 11476.984375
	Iteration 131Q: 3 clusters Score -2621003 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -2621070.250000 Penalty: 11476.984375
	Iteration 132Q: 3 clusters Score -2621070 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -2621118.250000 Penalty: 11476.984375
	Iteration 133Q: 3 clusters Score -2621118 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -2621160.750000 Penalty: 11476.984375
	Iteration 134Q: 3 clusters Score -2621161 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -2621194.750000 Penalty: 11476.984375
	Iteration 135Q: 3 clusters Score -2621195 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -2621238.500000 Penalty: 11476.984375
	Iteration 136Q: 3 clusters Score -2621238 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -2621277.500000 Penalty: 11476.984375
	Iteration 137Q: 3 clusters Score -2621278 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -2621303.750000 Penalty: 11476.984375
	Iteration 138Q: 3 clusters Score -2621304 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -2621324.250000 Penalty: 11476.984375
	Iteration 139Q: 3 clusters Score -2621324 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -2621361.000000 Penalty: 11476.984375
	Iteration 140F: 3 clusters Score -2621361 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -2621388.000000 Penalty: 11476.984375
	Iteration 141Q: 3 clusters Score -2621388 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -2621401.750000 Penalty: 11476.984375
	Iteration 142Q: 3 clusters Score -2621402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -2621413.500000 Penalty: 11476.984375
	Iteration 143Q: 3 clusters Score -2621414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -2621421.000000 Penalty: 11476.984375
	Iteration 144Q: 3 clusters Score -2621421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -2621423.000000 Penalty: 11476.984375
	Iteration 145Q: 3 clusters Score -2621423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -2621428.250000 Penalty: 11476.984375
	Iteration 146Q: 3 clusters Score -2621428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -2621433.000000 Penalty: 11476.984375
	Iteration 147Q: 3 clusters Score -2621433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -2621437.750000 Penalty: 11476.984375
	Iteration 148Q: 3 clusters Score -2621438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -2621438.750000 Penalty: 11476.984375
	Iteration 149Q: 3 clusters Score -2621439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -2621436.250000 Penalty: 11476.984375
	Iteration 150Q: 3 clusters Score -2621436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -2621437.250000 Penalty: 11476.984375
	Iteration 151Q: 3 clusters Score -2621437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -2621442.000000 Penalty: 11476.984375
	Iteration 152Q: 3 clusters Score -2621442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -2621443.250000 Penalty: 11476.984375
	Iteration 153Q: 3 clusters Score -2621443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -2621445.500000 Penalty: 11476.984375
	Iteration 154Q: 3 clusters Score -2621446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -2621447.500000 Penalty: 11476.984375
	Iteration 155Q: 3 clusters Score -2621448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -2621447.500000 Penalty: 11476.984375
	Iteration 156F: 3 clusters Score -2621448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (52125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52125 members 
Entering Unmasked Estep 
Score: -11723732.000000 Penalty: 6652.607422
	Iteration 0F: 2 clusters Score -1.172373e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -11686710.000000 Penalty: 13305.214844
	Iteration 0F: 3 clusters Score -1.168671e+07 nChanged 22990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27212 members 
Mstep: Class 2 contains 24913 members 
Entering Unmasked Estep 
Score: -11699493.000000 Penalty: 13305.214844
	Iteration 1F: 3 clusters Score -1.169949e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -11700911.000000 Penalty: 13305.214844
	Iteration 2F: 3 clusters Score -1.170091e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -11702364.000000 Penalty: 13305.214844
	Iteration 3F: 3 clusters Score -1.170236e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29525 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -11703913.000000 Penalty: 13305.214844
	Iteration 4F: 3 clusters Score -1.170391e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30430 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -11705309.000000 Penalty: 13305.214844
	Iteration 5Q: 3 clusters Score -1.170531e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31414 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -11706429.000000 Penalty: 13305.214844
	Iteration 6Q: 3 clusters Score -1.170643e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32494 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -11707301.000000 Penalty: 13305.214844
	Iteration 7Q: 3 clusters Score -1.17073e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33684 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -11708033.000000 Penalty: 13305.214844
	Iteration 8Q: 3 clusters Score -1.170803e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35017 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -11708790.000000 Penalty: 13305.214844
	Iteration 9Q: 3 clusters Score -1.170879e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36560 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -11709649.000000 Penalty: 13305.214844
	Iteration 10Q: 3 clusters Score -1.170965e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38268 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -11710567.000000 Penalty: 13305.214844
	Iteration 11Q: 3 clusters Score -1.171057e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40204 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -11711738.000000 Penalty: 13305.214844
	Iteration 12Q: 3 clusters Score -1.171174e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42235 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -11713028.000000 Penalty: 13305.214844
	Iteration 13Q: 3 clusters Score -1.171303e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44161 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -11714440.000000 Penalty: 13305.214844
	Iteration 14Q: 3 clusters Score -1.171444e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45835 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -11715759.000000 Penalty: 13305.214844
	Iteration 15Q: 3 clusters Score -1.171576e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47113 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -11716683.000000 Penalty: 13305.214844
	Iteration 16Q: 3 clusters Score -1.171668e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48029 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -11717366.000000 Penalty: 13305.214844
	Iteration 17Q: 3 clusters Score -1.171737e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48656 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -11717755.000000 Penalty: 13305.214844
	Iteration 18Q: 3 clusters Score -1.171776e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49124 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -11718057.000000 Penalty: 13305.214844
	Iteration 19Q: 3 clusters Score -1.171806e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49456 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -11718291.000000 Penalty: 13305.214844
	Iteration 20F: 3 clusters Score -1.171829e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49713 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -11718443.000000 Penalty: 13305.214844
	Iteration 21Q: 3 clusters Score -1.171844e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49892 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -11718534.000000 Penalty: 13305.214844
	Iteration 22Q: 3 clusters Score -1.171853e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50006 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -11718634.000000 Penalty: 13305.214844
	Iteration 23Q: 3 clusters Score -1.171863e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50102 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -11718674.000000 Penalty: 13305.214844
	Iteration 24Q: 3 clusters Score -1.171867e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50165 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -11718733.000000 Penalty: 13305.214844
	Iteration 25Q: 3 clusters Score -1.171873e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50212 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -11718741.000000 Penalty: 13305.214844
	Iteration 26Q: 3 clusters Score -1.171874e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50242 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -11718753.000000 Penalty: 13305.214844
	Iteration 27Q: 3 clusters Score -1.171875e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50269 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -11718791.000000 Penalty: 13305.214844
	Iteration 28Q: 3 clusters Score -1.171879e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50291 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -11718800.000000 Penalty: 13305.214844
	Iteration 29Q: 3 clusters Score -1.17188e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50306 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -11718809.000000 Penalty: 13305.214844
	Iteration 30Q: 3 clusters Score -1.171881e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50321 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -11718808.000000 Penalty: 13305.214844
	Iteration 31Q: 3 clusters Score -1.171881e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50326 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -11718807.000000 Penalty: 13305.214844
	Iteration 32Q: 3 clusters Score -1.171881e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50333 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -11718808.000000 Penalty: 13305.214844
	Iteration 33Q: 3 clusters Score -1.171881e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50338 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -11718821.000000 Penalty: 13305.214844
	Iteration 34Q: 3 clusters Score -1.171882e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50346 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -11718821.000000 Penalty: 13305.214844
	Iteration 35Q: 3 clusters Score -1.171882e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50350 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -11718824.000000 Penalty: 13305.214844
	Iteration 36Q: 3 clusters Score -1.171882e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50359 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -11718831.000000 Penalty: 13305.214844
	Iteration 37Q: 3 clusters Score -1.171883e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50368 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -11718828.000000 Penalty: 13305.214844
	Iteration 38Q: 3 clusters Score -1.171883e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50378 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -11718828.000000 Penalty: 13305.214844
	Iteration 39Q: 3 clusters Score -1.171883e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50394 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -11718838.000000 Penalty: 13305.214844
	Iteration 40F: 3 clusters Score -1.171884e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50404 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -11718835.000000 Penalty: 13305.214844
	Iteration 41Q: 3 clusters Score -1.171884e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50410 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -11718835.000000 Penalty: 13305.214844
	Iteration 42Q: 3 clusters Score -1.171884e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50417 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -11718839.000000 Penalty: 13305.214844
	Iteration 43Q: 3 clusters Score -1.171884e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50421 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -11718845.000000 Penalty: 13305.214844
	Iteration 44Q: 3 clusters Score -1.171884e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50425 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -11718835.000000 Penalty: 13305.214844
	Iteration 45Q: 3 clusters Score -1.171884e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50427 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -11718849.000000 Penalty: 13305.214844
	Iteration 46Q: 3 clusters Score -1.171885e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50429 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -11718840.000000 Penalty: 13305.214844
	Iteration 47Q: 3 clusters Score -1.171884e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50429 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -11718840.000000 Penalty: 13305.214844
	Iteration 48F: 3 clusters Score -1.171884e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 12400 members 
Mstep: Class 3 contains 10496 members 
Mstep: Class 4 contains 27159 members 
Mstep: Class 5 contains 7563 members 
Mstep: Class 6 contains 6050 members 
Mstep: Class 7 contains 35376 members 
Mstep: Class 8 contains 62441 members 
Mstep: Class 9 contains 69306 members 
Mstep: Class 10 contains 15297 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1583 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71242 members 
Mstep: Class 15 contains 4445 members 
Mstep: Class 16 contains 141786 members 
Mstep: Class 17 contains 34447 members 
Mstep: Class 18 contains 5958 members 
Mstep: Class 19 contains 7696 members 
Mstep: Class 20 contains 1763 members 
Mstep: Class 21 contains 9514 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2795 members 
Mstep: Class 25 contains 13299 members 
Mstep: Class 26 contains 32371 members 
Mstep: Class 27 contains 11719 members 
Mstep: Class 28 contains 52125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157280816.000000 Penalty: 231244.984375
Iteration 159Q: 29 clusters Score -1.572808e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 27646 members 
Mstep: Class 2 contains 12400 members 
Mstep: Class 3 contains 10497 members 
Mstep: Class 4 contains 27159 members 
Mstep: Class 5 contains 7563 members 
Mstep: Class 6 contains 6050 members 
Mstep: Class 7 contains 35376 members 
Mstep: Class 8 contains 62441 members 
Mstep: Class 9 contains 69306 members 
Mstep: Class 10 contains 15296 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1583 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71242 members 
Mstep: Class 15 contains 4445 members 
Mstep: Class 16 contains 141777 members 
Mstep: Class 17 contains 34447 members 
Mstep: Class 18 contains 5958 members 
Mstep: Class 19 contains 7697 members 
Mstep: Class 20 contains 1763 members 
Mstep: Class 21 contains 9514 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2795 members 
Mstep: Class 25 contains 13299 members 
Mstep: Class 26 contains 32370 members 
Mstep: Class 27 contains 11719 members 
Mstep: Class 28 contains 52136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157280816.000000 Penalty: 231244.984375
Iteration 160F: 29 clusters Score -1.572808e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 27643 members 
Mstep: Class 2 contains 12400 members 
Mstep: Class 3 contains 10497 members 
Mstep: Class 4 contains 27159 members 
Mstep: Class 5 contains 7563 members 
Mstep: Class 6 contains 6050 members 
Mstep: Class 7 contains 35376 members 
Mstep: Class 8 contains 62441 members 
Mstep: Class 9 contains 69306 members 
Mstep: Class 10 contains 15296 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1583 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71242 members 
Mstep: Class 15 contains 4445 members 
Mstep: Class 16 contains 141773 members 
Mstep: Class 17 contains 34447 members 
Mstep: Class 18 contains 5958 members 
Mstep: Class 19 contains 7697 members 
Mstep: Class 20 contains 1763 members 
Mstep: Class 21 contains 9514 members 
Mstep: Class 22 contains 49136 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2795 members 
Mstep: Class 25 contains 13299 members 
Mstep: Class 26 contains 32371 members 
Mstep: Class 27 contains 11719 members 
Mstep: Class 28 contains 52143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157280832.000000 Penalty: 231244.984375
Iteration 161Q: 29 clusters Score -1.572808e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 12400 members 
Mstep: Class 3 contains 10498 members 
Mstep: Class 4 contains 27159 members 
Mstep: Class 5 contains 7563 members 
Mstep: Class 6 contains 6050 members 
Mstep: Class 7 contains 35376 members 
Mstep: Class 8 contains 62441 members 
Mstep: Class 9 contains 69306 members 
Mstep: Class 10 contains 15295 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1583 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71242 members 
Mstep: Class 15 contains 4445 members 
Mstep: Class 16 contains 141768 members 
Mstep: Class 17 contains 34447 members 
Mstep: Class 18 contains 5957 members 
Mstep: Class 19 contains 7696 members 
Mstep: Class 20 contains 1763 members 
Mstep: Class 21 contains 9514 members 
Mstep: Class 22 contains 49135 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2795 members 
Mstep: Class 25 contains 13299 members 
Mstep: Class 26 contains 32371 members 
Mstep: Class 27 contains 11719 members 
Mstep: Class 28 contains 52153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157280736.000000 Penalty: 231244.984375
Iteration 162Q: 29 clusters Score -1.572807e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 12399 members 
Mstep: Class 3 contains 10498 members 
Mstep: Class 4 contains 27159 members 
Mstep: Class 5 contains 7563 members 
Mstep: Class 6 contains 6050 members 
Mstep: Class 7 contains 35376 members 
Mstep: Class 8 contains 62441 members 
Mstep: Class 9 contains 69306 members 
Mstep: Class 10 contains 15291 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1583 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71241 members 
Mstep: Class 15 contains 4445 members 
Mstep: Class 16 contains 141760 members 
Mstep: Class 17 contains 34447 members 
Mstep: Class 18 contains 5959 members 
Mstep: Class 19 contains 7697 members 
Mstep: Class 20 contains 1763 members 
Mstep: Class 21 contains 9514 members 
Mstep: Class 22 contains 49135 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2795 members 
Mstep: Class 25 contains 13299 members 
Mstep: Class 26 contains 32371 members 
Mstep: Class 27 contains 11719 members 
Mstep: Class 28 contains 52164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157280736.000000 Penalty: 231244.984375
Iteration 163Q: 29 clusters Score -1.572807e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 12399 members 
Mstep: Class 3 contains 10498 members 
Mstep: Class 4 contains 27159 members 
Mstep: Class 5 contains 7563 members 
Mstep: Class 6 contains 6050 members 
Mstep: Class 7 contains 35376 members 
Mstep: Class 8 contains 62441 members 
Mstep: Class 9 contains 69305 members 
Mstep: Class 10 contains 15290 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1583 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71241 members 
Mstep: Class 15 contains 4445 members 
Mstep: Class 16 contains 141751 members 
Mstep: Class 17 contains 34446 members 
Mstep: Class 18 contains 5959 members 
Mstep: Class 19 contains 7698 members 
Mstep: Class 20 contains 1763 members 
Mstep: Class 21 contains 9514 members 
Mstep: Class 22 contains 49135 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2795 members 
Mstep: Class 25 contains 13297 members 
Mstep: Class 26 contains 32371 members 
Mstep: Class 27 contains 11719 members 
Mstep: Class 28 contains 52177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157280720.000000 Penalty: 231244.984375
Iteration 164Q: 29 clusters Score -1.572807e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 27640 members 
Mstep: Class 2 contains 12399 members 
Mstep: Class 3 contains 10498 members 
Mstep: Class 4 contains 27159 members 
Mstep: Class 5 contains 7563 members 
Mstep: Class 6 contains 6050 members 
Mstep: Class 7 contains 35376 members 
Mstep: Class 8 contains 62442 members 
Mstep: Class 9 contains 69305 members 
Mstep: Class 10 contains 15288 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1583 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71240 members 
Mstep: Class 15 contains 4445 members 
Mstep: Class 16 contains 141742 members 
Mstep: Class 17 contains 34444 members 
Mstep: Class 18 contains 5959 members 
Mstep: Class 19 contains 7700 members 
Mstep: Class 20 contains 1763 members 
Mstep: Class 21 contains 9514 members 
Mstep: Class 22 contains 49135 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2795 members 
Mstep: Class 25 contains 13296 members 
Mstep: Class 26 contains 32371 members 
Mstep: Class 27 contains 11719 members 
Mstep: Class 28 contains 52190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157280704.000000 Penalty: 231244.984375
Iteration 165Q: 29 clusters Score -1.572807e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 27638 members 
Mstep: Class 2 contains 12399 members 
Mstep: Class 3 contains 10498 members 
Mstep: Class 4 contains 27160 members 
Mstep: Class 5 contains 7563 members 
Mstep: Class 6 contains 6050 members 
Mstep: Class 7 contains 35377 members 
Mstep: Class 8 contains 62442 members 
Mstep: Class 9 contains 69304 members 
Mstep: Class 10 contains 15285 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1583 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71241 members 
Mstep: Class 15 contains 4445 members 
Mstep: Class 16 contains 141739 members 
Mstep: Class 17 contains 34443 members 
Mstep: Class 18 contains 5960 members 
Mstep: Class 19 contains 7700 members 
Mstep: Class 20 contains 1763 members 
Mstep: Class 21 contains 9514 members 
Mstep: Class 22 contains 49135 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2795 members 
Mstep: Class 25 contains 13294 members 
Mstep: Class 26 contains 32372 members 
Mstep: Class 27 contains 11719 members 
Mstep: Class 28 contains 52197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157280848.000000 Penalty: 231244.984375
Iteration 166Q: 29 clusters Score -1.572808e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 27637 members 
Mstep: Class 2 contains 12399 members 
Mstep: Class 3 contains 10498 members 
Mstep: Class 4 contains 27161 members 
Mstep: Class 5 contains 7563 members 
Mstep: Class 6 contains 6050 members 
Mstep: Class 7 contains 35378 members 
Mstep: Class 8 contains 62442 members 
Mstep: Class 9 contains 69304 members 
Mstep: Class 10 contains 15282 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1583 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71241 members 
Mstep: Class 15 contains 4445 members 
Mstep: Class 16 contains 141740 members 
Mstep: Class 17 contains 34442 members 
Mstep: Class 18 contains 5961 members 
Mstep: Class 19 contains 7700 members 
Mstep: Class 20 contains 1763 members 
Mstep: Class 21 contains 9514 members 
Mstep: Class 22 contains 49134 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2795 members 
Mstep: Class 25 contains 13294 members 
Mstep: Class 26 contains 32372 members 
Mstep: Class 27 contains 11719 members 
Mstep: Class 28 contains 52199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157280800.000000 Penalty: 231244.984375
Iteration 167Q: 29 clusters Score -1.572808e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 12399 members 
Mstep: Class 3 contains 10498 members 
Mstep: Class 4 contains 27161 members 
Mstep: Class 5 contains 7563 members 
Mstep: Class 6 contains 6050 members 
Mstep: Class 7 contains 35379 members 
Mstep: Class 8 contains 62442 members 
Mstep: Class 9 contains 69304 members 
Mstep: Class 10 contains 15280 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1583 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71240 members 
Mstep: Class 15 contains 4445 members 
Mstep: Class 16 contains 141737 members 
Mstep: Class 17 contains 34442 members 
Mstep: Class 18 contains 5962 members 
Mstep: Class 19 contains 7700 members 
Mstep: Class 20 contains 1763 members 
Mstep: Class 21 contains 9514 members 
Mstep: Class 22 contains 49134 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2795 members 
Mstep: Class 25 contains 13294 members 
Mstep: Class 26 contains 32372 members 
Mstep: Class 27 contains 11719 members 
Mstep: Class 28 contains 52205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157280896.000000 Penalty: 231244.984375
Iteration 168Q: 29 clusters Score -1.572809e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 12399 members 
Mstep: Class 3 contains 10498 members 
Mstep: Class 4 contains 27161 members 
Mstep: Class 5 contains 7563 members 
Mstep: Class 6 contains 6050 members 
Mstep: Class 7 contains 35379 members 
Mstep: Class 8 contains 62442 members 
Mstep: Class 9 contains 69304 members 
Mstep: Class 10 contains 15280 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1583 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71240 members 
Mstep: Class 15 contains 4445 members 
Mstep: Class 16 contains 141732 members 
Mstep: Class 17 contains 34441 members 
Mstep: Class 18 contains 5962 members 
Mstep: Class 19 contains 7700 members 
Mstep: Class 20 contains 1763 members 
Mstep: Class 21 contains 9514 members 
Mstep: Class 22 contains 49134 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2795 members 
Mstep: Class 25 contains 13294 members 
Mstep: Class 26 contains 32372 members 
Mstep: Class 27 contains 11719 members 
Mstep: Class 28 contains 52211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157280864.000000 Penalty: 231244.984375
Iteration 169Q: 29 clusters Score -1.572809e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 12399 members 
Mstep: Class 3 contains 10498 members 
Mstep: Class 4 contains 27161 members 
Mstep: Class 5 contains 7563 members 
Mstep: Class 6 contains 6050 members 
Mstep: Class 7 contains 35379 members 
Mstep: Class 8 contains 62442 members 
Mstep: Class 9 contains 69304 members 
Mstep: Class 10 contains 15280 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1583 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71240 members 
Mstep: Class 15 contains 4445 members 
Mstep: Class 16 contains 141731 members 
Mstep: Class 17 contains 34441 members 
Mstep: Class 18 contains 5962 members 
Mstep: Class 19 contains 7700 members 
Mstep: Class 20 contains 1763 members 
Mstep: Class 21 contains 9514 members 
Mstep: Class 22 contains 49134 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2795 members 
Mstep: Class 25 contains 13294 members 
Mstep: Class 26 contains 32372 members 
Mstep: Class 27 contains 11719 members 
Mstep: Class 28 contains 52212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157280848.000000 Penalty: 231244.984375
Iteration 170Q: 29 clusters Score -1.572808e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 12399 members 
Mstep: Class 3 contains 10498 members 
Mstep: Class 4 contains 27161 members 
Mstep: Class 5 contains 7563 members 
Mstep: Class 6 contains 6050 members 
Mstep: Class 7 contains 35379 members 
Mstep: Class 8 contains 62442 members 
Mstep: Class 9 contains 69304 members 
Mstep: Class 10 contains 15280 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1583 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71240 members 
Mstep: Class 15 contains 4445 members 
Mstep: Class 16 contains 141731 members 
Mstep: Class 17 contains 34441 members 
Mstep: Class 18 contains 5962 members 
Mstep: Class 19 contains 7700 members 
Mstep: Class 20 contains 1763 members 
Mstep: Class 21 contains 9514 members 
Mstep: Class 22 contains 49134 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2795 members 
Mstep: Class 25 contains 13294 members 
Mstep: Class 26 contains 32372 members 
Mstep: Class 27 contains 11719 members 
Mstep: Class 28 contains 52212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157280848.000000 Penalty: 231244.984375
Iteration 171F: 29 clusters Score -1.572808e+08 nChanged 0
Entering ConstructFrom: 
Score: -157280848.000000 Penalty: 231244.984375
Entering ConstructFrom: 
Trying to split cluster 1 (27635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27635 members 
Entering Unmasked Estep 
Score: -6061006.500000 Penalty: 6263.938477
	Iteration 0F: 2 clusters Score -6061006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -6039741.500000 Penalty: 12527.876953
	Iteration 0F: 3 clusters Score -6039742 nChanged 11529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -6045768.500000 Penalty: 12527.876953
	Iteration 1F: 3 clusters Score -6045768 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -6046429.000000 Penalty: 12527.876953
	Iteration 2F: 3 clusters Score -6046429 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -6046891.000000 Penalty: 12527.876953
	Iteration 3Q: 3 clusters Score -6046891 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -6047193.000000 Penalty: 12527.876953
	Iteration 4Q: 3 clusters Score -6047193 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -6047433.000000 Penalty: 12527.876953
	Iteration 5Q: 3 clusters Score -6047433 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -6047571.500000 Penalty: 12527.876953
	Iteration 6Q: 3 clusters Score -6047572 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -6047722.500000 Penalty: 12527.876953
	Iteration 7Q: 3 clusters Score -6047722 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -6047859.500000 Penalty: 12527.876953
	Iteration 8Q: 3 clusters Score -6047860 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -6047965.000000 Penalty: 12527.876953
	Iteration 9Q: 3 clusters Score -6047965 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -6048091.500000 Penalty: 12527.876953
	Iteration 10Q: 3 clusters Score -6048092 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -6048263.500000 Penalty: 12527.876953
	Iteration 11Q: 3 clusters Score -6048264 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -6048442.000000 Penalty: 12527.876953
	Iteration 12Q: 3 clusters Score -6048442 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -6048653.500000 Penalty: 12527.876953
	Iteration 13Q: 3 clusters Score -6048654 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -6048897.000000 Penalty: 12527.876953
	Iteration 14Q: 3 clusters Score -6048897 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -6049270.500000 Penalty: 12527.876953
	Iteration 15Q: 3 clusters Score -6049270 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -6049697.500000 Penalty: 12527.876953
	Iteration 16Q: 3 clusters Score -6049698 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -6050178.000000 Penalty: 12527.876953
	Iteration 17Q: 3 clusters Score -6050178 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -6050717.500000 Penalty: 12527.876953
	Iteration 18Q: 3 clusters Score -6050718 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -6051302.000000 Penalty: 12527.876953
	Iteration 19Q: 3 clusters Score -6051302 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -6051888.000000 Penalty: 12527.876953
	Iteration 20F: 3 clusters Score -6051888 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -6052539.000000 Penalty: 12527.876953
	Iteration 21Q: 3 clusters Score -6052539 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -6053177.000000 Penalty: 12527.876953
	Iteration 22Q: 3 clusters Score -6053177 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -6053788.500000 Penalty: 12527.876953
	Iteration 23Q: 3 clusters Score -6053788 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -6054270.000000 Penalty: 12527.876953
	Iteration 24Q: 3 clusters Score -6054270 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25740 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -6054610.000000 Penalty: 12527.876953
	Iteration 25Q: 3 clusters Score -6054610 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -6054859.500000 Penalty: 12527.876953
	Iteration 26Q: 3 clusters Score -6054860 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -6055030.500000 Penalty: 12527.876953
	Iteration 27Q: 3 clusters Score -6055030 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -6055126.500000 Penalty: 12527.876953
	Iteration 28Q: 3 clusters Score -6055126 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -6055188.000000 Penalty: 12527.876953
	Iteration 29Q: 3 clusters Score -6055188 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -6055248.000000 Penalty: 12527.876953
	Iteration 30Q: 3 clusters Score -6055248 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -6055291.500000 Penalty: 12527.876953
	Iteration 31Q: 3 clusters Score -6055292 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -6055361.500000 Penalty: 12527.876953
	Iteration 32Q: 3 clusters Score -6055362 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -6055385.000000 Penalty: 12527.876953
	Iteration 33Q: 3 clusters Score -6055385 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26624 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -6055402.500000 Penalty: 12527.876953
	Iteration 34Q: 3 clusters Score -6055402 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -6055444.500000 Penalty: 12527.876953
	Iteration 35Q: 3 clusters Score -6055444 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -6055464.000000 Penalty: 12527.876953
	Iteration 36Q: 3 clusters Score -6055464 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -6055477.500000 Penalty: 12527.876953
	Iteration 37Q: 3 clusters Score -6055478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -6055490.500000 Penalty: 12527.876953
	Iteration 38Q: 3 clusters Score -6055490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -6055485.500000 Penalty: 12527.876953
	Iteration 39Q: 3 clusters Score -6055486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26710 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -6055491.000000 Penalty: 12527.876953
	Iteration 40F: 3 clusters Score -6055491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -6055496.000000 Penalty: 12527.876953
	Iteration 41Q: 3 clusters Score -6055496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26720 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -6055510.500000 Penalty: 12527.876953
	Iteration 42Q: 3 clusters Score -6055510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -6055500.500000 Penalty: 12527.876953
	Iteration 43Q: 3 clusters Score -6055500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -6055506.000000 Penalty: 12527.876953
	Iteration 44Q: 3 clusters Score -6055506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26727 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -6055508.000000 Penalty: 12527.876953
	Iteration 45Q: 3 clusters Score -6055508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -6055508.000000 Penalty: 12527.876953
	Iteration 46Q: 3 clusters Score -6055508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -6055508.000000 Penalty: 12527.876953
	Iteration 47F: 3 clusters Score -6055508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Entering Unmasked Estep 
Score: -2669572.000000 Penalty: 5773.040039
	Iteration 0F: 2 clusters Score -2669572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -2657886.250000 Penalty: 11546.080078
	Iteration 0F: 3 clusters Score -2657886 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -2660622.500000 Penalty: 11546.080078
	Iteration 1F: 3 clusters Score -2660622 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -2661127.000000 Penalty: 11546.080078
	Iteration 2F: 3 clusters Score -2661127 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -2661389.750000 Penalty: 11546.080078
	Iteration 3Q: 3 clusters Score -2661390 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -2661567.000000 Penalty: 11546.080078
	Iteration 4Q: 3 clusters Score -2661567 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -2661710.500000 Penalty: 11546.080078
	Iteration 5Q: 3 clusters Score -2661710 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -2661858.000000 Penalty: 11546.080078
	Iteration 6Q: 3 clusters Score -2661858 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -2661965.750000 Penalty: 11546.080078
	Iteration 7Q: 3 clusters Score -2661966 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -2662065.250000 Penalty: 11546.080078
	Iteration 8Q: 3 clusters Score -2662065 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -2662150.500000 Penalty: 11546.080078
	Iteration 9Q: 3 clusters Score -2662150 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -2662230.750000 Penalty: 11546.080078
	Iteration 10Q: 3 clusters Score -2662231 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -2662338.500000 Penalty: 11546.080078
	Iteration 11Q: 3 clusters Score -2662338 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -2662445.250000 Penalty: 11546.080078
	Iteration 12Q: 3 clusters Score -2662445 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -2662588.500000 Penalty: 11546.080078
	Iteration 13Q: 3 clusters Score -2662588 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -2662764.250000 Penalty: 11546.080078
	Iteration 14Q: 3 clusters Score -2662764 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -2662958.000000 Penalty: 11546.080078
	Iteration 15Q: 3 clusters Score -2662958 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -2663151.500000 Penalty: 11546.080078
	Iteration 16Q: 3 clusters Score -2663152 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -2663353.750000 Penalty: 11546.080078
	Iteration 17Q: 3 clusters Score -2663354 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -2663546.250000 Penalty: 11546.080078
	Iteration 18Q: 3 clusters Score -2663546 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -2663763.250000 Penalty: 11546.080078
	Iteration 19Q: 3 clusters Score -2663763 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -2663964.750000 Penalty: 11546.080078
	Iteration 20F: 3 clusters Score -2663965 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -2664156.000000 Penalty: 11546.080078
	Iteration 21Q: 3 clusters Score -2664156 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -2664334.250000 Penalty: 11546.080078
	Iteration 22Q: 3 clusters Score -2664334 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -2664544.000000 Penalty: 11546.080078
	Iteration 23Q: 3 clusters Score -2664544 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -2664752.750000 Penalty: 11546.080078
	Iteration 24Q: 3 clusters Score -2664753 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -2664919.750000 Penalty: 11546.080078
	Iteration 25Q: 3 clusters Score -2664920 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -2665079.500000 Penalty: 11546.080078
	Iteration 26Q: 3 clusters Score -2665080 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -2665199.750000 Penalty: 11546.080078
	Iteration 27Q: 3 clusters Score -2665200 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -2665291.250000 Penalty: 11546.080078
	Iteration 28Q: 3 clusters Score -2665291 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -2665366.750000 Penalty: 11546.080078
	Iteration 29Q: 3 clusters Score -2665367 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -2665429.750000 Penalty: 11546.080078
	Iteration 30Q: 3 clusters Score -2665430 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -2665463.750000 Penalty: 11546.080078
	Iteration 31Q: 3 clusters Score -2665464 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -2665495.500000 Penalty: 11546.080078
	Iteration 32Q: 3 clusters Score -2665496 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -2665510.500000 Penalty: 11546.080078
	Iteration 33Q: 3 clusters Score -2665510 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -2665522.250000 Penalty: 11546.080078
	Iteration 34Q: 3 clusters Score -2665522 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -2665534.750000 Penalty: 11546.080078
	Iteration 35Q: 3 clusters Score -2665535 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -2665543.000000 Penalty: 11546.080078
	Iteration 36Q: 3 clusters Score -2665543 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -2665553.000000 Penalty: 11546.080078
	Iteration 37Q: 3 clusters Score -2665553 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -2665564.250000 Penalty: 11546.080078
	Iteration 38Q: 3 clusters Score -2665564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -2665565.750000 Penalty: 11546.080078
	Iteration 39Q: 3 clusters Score -2665566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -2665568.250000 Penalty: 11546.080078
	Iteration 40F: 3 clusters Score -2665568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -2665572.750000 Penalty: 11546.080078
	Iteration 41Q: 3 clusters Score -2665573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -2665574.500000 Penalty: 11546.080078
	Iteration 42Q: 3 clusters Score -2665574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -2665574.250000 Penalty: 11546.080078
	Iteration 43Q: 3 clusters Score -2665574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -2665572.250000 Penalty: 11546.080078
	Iteration 44Q: 3 clusters Score -2665572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -2665573.000000 Penalty: 11546.080078
	Iteration 45Q: 3 clusters Score -2665573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -2665571.750000 Penalty: 11546.080078
	Iteration 46Q: 3 clusters Score -2665572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -2665573.500000 Penalty: 11546.080078
	Iteration 47Q: 3 clusters Score -2665574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -2665573.500000 Penalty: 11546.080078
	Iteration 48F: 3 clusters Score -2665574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Entering Unmasked Estep 
Score: -2352590.500000 Penalty: 5671.100586
	Iteration 0F: 2 clusters Score -2352590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -2342074.500000 Penalty: 11342.201172
	Iteration 0F: 3 clusters Score -2342074 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -2344241.750000 Penalty: 11342.201172
	Iteration 1F: 3 clusters Score -2344242 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -2344692.250000 Penalty: 11342.201172
	Iteration 2F: 3 clusters Score -2344692 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -2344970.250000 Penalty: 11342.201172
	Iteration 3Q: 3 clusters Score -2344970 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -2345160.000000 Penalty: 11342.201172
	Iteration 4Q: 3 clusters Score -2345160 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -2345318.750000 Penalty: 11342.201172
	Iteration 5Q: 3 clusters Score -2345319 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -2345450.250000 Penalty: 11342.201172
	Iteration 6Q: 3 clusters Score -2345450 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -2345539.750000 Penalty: 11342.201172
	Iteration 7Q: 3 clusters Score -2345540 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -2345649.750000 Penalty: 11342.201172
	Iteration 8Q: 3 clusters Score -2345650 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -2345743.000000 Penalty: 11342.201172
	Iteration 9Q: 3 clusters Score -2345743 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -2345817.500000 Penalty: 11342.201172
	Iteration 10Q: 3 clusters Score -2345818 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -2345899.500000 Penalty: 11342.201172
	Iteration 11Q: 3 clusters Score -2345900 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -2345976.750000 Penalty: 11342.201172
	Iteration 12Q: 3 clusters Score -2345977 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -2346049.250000 Penalty: 11342.201172
	Iteration 13Q: 3 clusters Score -2346049 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -2346146.250000 Penalty: 11342.201172
	Iteration 14Q: 3 clusters Score -2346146 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -2346242.250000 Penalty: 11342.201172
	Iteration 15Q: 3 clusters Score -2346242 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -2346328.500000 Penalty: 11342.201172
	Iteration 16Q: 3 clusters Score -2346328 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -2346421.250000 Penalty: 11342.201172
	Iteration 17Q: 3 clusters Score -2346421 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -2346521.500000 Penalty: 11342.201172
	Iteration 18Q: 3 clusters Score -2346522 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -2346625.000000 Penalty: 11342.201172
	Iteration 19Q: 3 clusters Score -2346625 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -2346728.250000 Penalty: 11342.201172
	Iteration 20F: 3 clusters Score -2346728 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -2346866.000000 Penalty: 11342.201172
	Iteration 21Q: 3 clusters Score -2346866 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -2346999.500000 Penalty: 11342.201172
	Iteration 22Q: 3 clusters Score -2347000 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -2347151.500000 Penalty: 11342.201172
	Iteration 23Q: 3 clusters Score -2347152 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -2347294.750000 Penalty: 11342.201172
	Iteration 24Q: 3 clusters Score -2347295 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -2347459.750000 Penalty: 11342.201172
	Iteration 25Q: 3 clusters Score -2347460 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -2347609.250000 Penalty: 11342.201172
	Iteration 26Q: 3 clusters Score -2347609 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2347791.750000 Penalty: 11342.201172
	Iteration 27Q: 3 clusters Score -2347792 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -2347983.750000 Penalty: 11342.201172
	Iteration 28Q: 3 clusters Score -2347984 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2348271.500000 Penalty: 11342.201172
	Iteration 29Q: 3 clusters Score -2348272 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -2348767.000000 Penalty: 11342.201172
	Iteration 30Q: 3 clusters Score -2348767 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -2349386.500000 Penalty: 11342.201172
	Iteration 31Q: 3 clusters Score -2349386 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -2349844.000000 Penalty: 11342.201172
	Iteration 32Q: 3 clusters Score -2349844 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -2350081.250000 Penalty: 11342.201172
	Iteration 33Q: 3 clusters Score -2350081 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -2350183.250000 Penalty: 11342.201172
	Iteration 34Q: 3 clusters Score -2350183 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -2350229.000000 Penalty: 11342.201172
	Iteration 35Q: 3 clusters Score -2350229 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -2350264.000000 Penalty: 11342.201172
	Iteration 36Q: 3 clusters Score -2350264 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -2350275.500000 Penalty: 11342.201172
	Iteration 37Q: 3 clusters Score -2350276 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -2350285.750000 Penalty: 11342.201172
	Iteration 38Q: 3 clusters Score -2350286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -2350287.250000 Penalty: 11342.201172
	Iteration 39Q: 3 clusters Score -2350287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -2350289.250000 Penalty: 11342.201172
	Iteration 40F: 3 clusters Score -2350289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2350293.000000 Penalty: 11342.201172
	Iteration 41Q: 3 clusters Score -2350293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -2350298.000000 Penalty: 11342.201172
	Iteration 42Q: 3 clusters Score -2350298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -2350296.500000 Penalty: 11342.201172
	Iteration 43Q: 3 clusters Score -2350296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -2350301.500000 Penalty: 11342.201172
	Iteration 44Q: 3 clusters Score -2350302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -2350301.500000 Penalty: 11342.201172
	Iteration 45F: 3 clusters Score -2350302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (27161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27161 members 
Entering Unmasked Estep 
Score: -6069298.000000 Penalty: 6253.341797
	Iteration 0F: 2 clusters Score -6069298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -6048126.000000 Penalty: 12506.683594
	Iteration 0F: 3 clusters Score -6048126 nChanged 11367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -6054284.000000 Penalty: 12506.683594
	Iteration 1F: 3 clusters Score -6054284 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -6054940.000000 Penalty: 12506.683594
	Iteration 2F: 3 clusters Score -6054940 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -6055431.000000 Penalty: 12506.683594
	Iteration 3Q: 3 clusters Score -6055431 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -6055754.000000 Penalty: 12506.683594
	Iteration 4Q: 3 clusters Score -6055754 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -6056051.500000 Penalty: 12506.683594
	Iteration 5Q: 3 clusters Score -6056052 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -6056263.000000 Penalty: 12506.683594
	Iteration 6Q: 3 clusters Score -6056263 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -6056464.500000 Penalty: 12506.683594
	Iteration 7Q: 3 clusters Score -6056464 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -6056610.000000 Penalty: 12506.683594
	Iteration 8Q: 3 clusters Score -6056610 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -6056799.500000 Penalty: 12506.683594
	Iteration 9Q: 3 clusters Score -6056800 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -6057018.000000 Penalty: 12506.683594
	Iteration 10Q: 3 clusters Score -6057018 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -6057227.500000 Penalty: 12506.683594
	Iteration 11Q: 3 clusters Score -6057228 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -6057533.500000 Penalty: 12506.683594
	Iteration 12Q: 3 clusters Score -6057534 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -6057825.500000 Penalty: 12506.683594
	Iteration 13Q: 3 clusters Score -6057826 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -6058118.000000 Penalty: 12506.683594
	Iteration 14Q: 3 clusters Score -6058118 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -6058387.000000 Penalty: 12506.683594
	Iteration 15Q: 3 clusters Score -6058387 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -6058630.000000 Penalty: 12506.683594
	Iteration 16Q: 3 clusters Score -6058630 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -6058859.000000 Penalty: 12506.683594
	Iteration 17Q: 3 clusters Score -6058859 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -6059089.000000 Penalty: 12506.683594
	Iteration 18Q: 3 clusters Score -6059089 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -6059313.000000 Penalty: 12506.683594
	Iteration 19Q: 3 clusters Score -6059313 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -6059521.000000 Penalty: 12506.683594
	Iteration 20F: 3 clusters Score -6059521 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -6059723.000000 Penalty: 12506.683594
	Iteration 21Q: 3 clusters Score -6059723 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -6059872.000000 Penalty: 12506.683594
	Iteration 22Q: 3 clusters Score -6059872 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -6060070.500000 Penalty: 12506.683594
	Iteration 23Q: 3 clusters Score -6060070 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -6060256.000000 Penalty: 12506.683594
	Iteration 24Q: 3 clusters Score -6060256 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -6060459.000000 Penalty: 12506.683594
	Iteration 25Q: 3 clusters Score -6060459 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -6060639.000000 Penalty: 12506.683594
	Iteration 26Q: 3 clusters Score -6060639 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -6060851.500000 Penalty: 12506.683594
	Iteration 27Q: 3 clusters Score -6060852 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -6060993.000000 Penalty: 12506.683594
	Iteration 28Q: 3 clusters Score -6060993 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -6061224.000000 Penalty: 12506.683594
	Iteration 29Q: 3 clusters Score -6061224 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -6061415.000000 Penalty: 12506.683594
	Iteration 30Q: 3 clusters Score -6061415 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -6061585.500000 Penalty: 12506.683594
	Iteration 31Q: 3 clusters Score -6061586 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -6061739.000000 Penalty: 12506.683594
	Iteration 32Q: 3 clusters Score -6061739 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -6061875.500000 Penalty: 12506.683594
	Iteration 33Q: 3 clusters Score -6061876 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -6061975.500000 Penalty: 12506.683594
	Iteration 34Q: 3 clusters Score -6061976 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -6062091.500000 Penalty: 12506.683594
	Iteration 35Q: 3 clusters Score -6062092 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -6062164.500000 Penalty: 12506.683594
	Iteration 36Q: 3 clusters Score -6062164 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -6062217.500000 Penalty: 12506.683594
	Iteration 37Q: 3 clusters Score -6062218 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -6062270.500000 Penalty: 12506.683594
	Iteration 38Q: 3 clusters Score -6062270 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -6062280.000000 Penalty: 12506.683594
	Iteration 39Q: 3 clusters Score -6062280 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -6062313.000000 Penalty: 12506.683594
	Iteration 40F: 3 clusters Score -6062313 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -6062332.500000 Penalty: 12506.683594
	Iteration 41Q: 3 clusters Score -6062332 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -6062352.000000 Penalty: 12506.683594
	Iteration 42Q: 3 clusters Score -6062352 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -6062379.500000 Penalty: 12506.683594
	Iteration 43Q: 3 clusters Score -6062380 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -6062384.500000 Penalty: 12506.683594
	Iteration 44Q: 3 clusters Score -6062384 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -6062417.000000 Penalty: 12506.683594
	Iteration 45Q: 3 clusters Score -6062417 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -6062431.500000 Penalty: 12506.683594
	Iteration 46Q: 3 clusters Score -6062432 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -6062440.500000 Penalty: 12506.683594
	Iteration 47Q: 3 clusters Score -6062440 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -6062462.000000 Penalty: 12506.683594
	Iteration 48Q: 3 clusters Score -6062462 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -6062500.000000 Penalty: 12506.683594
	Iteration 49Q: 3 clusters Score -6062500 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -6062505.500000 Penalty: 12506.683594
	Iteration 50Q: 3 clusters Score -6062506 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -6062524.000000 Penalty: 12506.683594
	Iteration 51Q: 3 clusters Score -6062524 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -6062551.000000 Penalty: 12506.683594
	Iteration 52Q: 3 clusters Score -6062551 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -6062561.500000 Penalty: 12506.683594
	Iteration 53Q: 3 clusters Score -6062562 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -6062579.000000 Penalty: 12506.683594
	Iteration 54Q: 3 clusters Score -6062579 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -6062603.500000 Penalty: 12506.683594
	Iteration 55Q: 3 clusters Score -6062604 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -6062597.500000 Penalty: 12506.683594
	Iteration 56Q: 3 clusters Score -6062598 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -6062602.000000 Penalty: 12506.683594
	Iteration 57Q: 3 clusters Score -6062602 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -6062608.000000 Penalty: 12506.683594
	Iteration 58Q: 3 clusters Score -6062608 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -6062607.500000 Penalty: 12506.683594
	Iteration 59Q: 3 clusters Score -6062608 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -6062624.000000 Penalty: 12506.683594
	Iteration 60F: 3 clusters Score -6062624 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -6062608.500000 Penalty: 12506.683594
	Iteration 61Q: 3 clusters Score -6062608 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -6062627.000000 Penalty: 12506.683594
	Iteration 62Q: 3 clusters Score -6062627 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6062640 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6062660 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6062660 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6062668 nChanged 38
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Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6062685 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6062684 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6062702 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6062712 nChanged 37
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Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6062720 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6062716 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6062717 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6062724 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6062746 nChanged 38
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Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6062745 nChanged 34
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Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6062738 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6062748 nChanged 42
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Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6062749 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6062782 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6062790 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6062786 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6062804 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6062818 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6062814 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6062808 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6062824 nChanged 30
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Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6062838 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6062834 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18101 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6062824 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6062834 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6062845 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6062854 nChanged 25
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Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6062859 nChanged 28
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Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6062858 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 8900 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6062852 nChanged 27
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6062861 nChanged 27
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Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6062868 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6062874 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6062898 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6062894 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6062914 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6062910 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18510 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6062921 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18548 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6062924 nChanged 37
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Mstep: Class 1 contains 18585 members 
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	Iteration 108Q: 3 clusters Score -6062924 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
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	Iteration 109Q: 3 clusters Score -6062924 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18647 members 
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	Iteration 110Q: 3 clusters Score -6062934 nChanged 36
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Mstep: Class 1 contains 18683 members 
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	Iteration 111Q: 3 clusters Score -6062938 nChanged 47
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Mstep: Class 1 contains 18730 members 
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	Iteration 112Q: 3 clusters Score -6062938 nChanged 52
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Mstep: Class 1 contains 18782 members 
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	Iteration 113Q: 3 clusters Score -6062955 nChanged 50
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	Iteration 114Q: 3 clusters Score -6062962 nChanged 47
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	Iteration 115Q: 3 clusters Score -6062972 nChanged 55
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	Iteration 116Q: 3 clusters Score -6062986 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18993 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -6063004 nChanged 59
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Mstep: Class 1 contains 19048 members 
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	Iteration 118Q: 3 clusters Score -6063004 nChanged 62
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Mstep: Class 1 contains 19110 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6063022 nChanged 48
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Mstep: Class 1 contains 19158 members 
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	Iteration 120F: 3 clusters Score -6063034 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19219 members 
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	Iteration 121Q: 3 clusters Score -6063025 nChanged 69
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Mstep: Class 1 contains 19288 members 
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	Iteration 122Q: 3 clusters Score -6063044 nChanged 75
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	Iteration 123Q: 3 clusters Score -6063068 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19438 members 
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	Iteration 124Q: 3 clusters Score -6063083 nChanged 67
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Mstep: Class 1 contains 19505 members 
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	Iteration 125Q: 3 clusters Score -6063081 nChanged 61
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Mstep: Class 1 contains 19566 members 
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -6063082 nChanged 63
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Mstep: Class 1 contains 19629 members 
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	Iteration 127Q: 3 clusters Score -6063094 nChanged 65
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Mstep: Class 1 contains 19694 members 
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	Iteration 128Q: 3 clusters Score -6063108 nChanged 70
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Mstep: Class 1 contains 19764 members 
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	Iteration 129Q: 3 clusters Score -6063125 nChanged 97
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Mstep: Class 1 contains 19859 members 
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	Iteration 130Q: 3 clusters Score -6063146 nChanged 99
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -6063188 nChanged 98
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	Iteration 132Q: 3 clusters Score -6063210 nChanged 103
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	Iteration 133Q: 3 clusters Score -6063255 nChanged 88
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	Iteration 134Q: 3 clusters Score -6063269 nChanged 101
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Mstep: Class 1 contains 20342 members 
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	Iteration 135Q: 3 clusters Score -6063284 nChanged 107
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	Iteration 136Q: 3 clusters Score -6063318 nChanged 95
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	Iteration 137Q: 3 clusters Score -6063324 nChanged 88
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	Iteration 138Q: 3 clusters Score -6063366 nChanged 71
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	Iteration 139Q: 3 clusters Score -6063366 nChanged 64
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Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -6063406 nChanged 78
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Mstep: Class 1 contains 20837 members 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -6063412 nChanged 78
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Mstep: Class 1 contains 20913 members 
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -6063430 nChanged 70
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Mstep: Class 1 contains 20981 members 
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	Iteration 143Q: 3 clusters Score -6063450 nChanged 69
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Mstep: Class 1 contains 21050 members 
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -6063464 nChanged 69
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Mstep: Class 1 contains 21119 members 
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -6063488 nChanged 67
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Mstep: Class 1 contains 21186 members 
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -6063494 nChanged 54
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	Iteration 147Q: 3 clusters Score -6063506 nChanged 48
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Mstep: Class 1 contains 21284 members 
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -6063524 nChanged 58
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -6063541 nChanged 48
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -6063544 nChanged 51
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	Iteration 151Q: 3 clusters Score -6063565 nChanged 49
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Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -6063570 nChanged 50
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Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -6063590 nChanged 57
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Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -6063597 nChanged 71
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Mstep: Class 1 contains 21660 members 
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Score: -6063598.000000 Penalty: 12506.683594
	Iteration 155Q: 3 clusters Score -6063598 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -6063622.500000 Penalty: 12506.683594
	Iteration 156Q: 3 clusters Score -6063622 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -6063647.000000 Penalty: 12506.683594
	Iteration 157Q: 3 clusters Score -6063647 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -6063656.000000 Penalty: 12506.683594
	Iteration 158Q: 3 clusters Score -6063656 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -6063677.500000 Penalty: 12506.683594
	Iteration 159Q: 3 clusters Score -6063678 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -6063716.500000 Penalty: 12506.683594
	Iteration 160F: 3 clusters Score -6063716 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -6063748.500000 Penalty: 12506.683594
	Iteration 161Q: 3 clusters Score -6063748 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -6063764.500000 Penalty: 12506.683594
	Iteration 162Q: 3 clusters Score -6063764 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -6063803.500000 Penalty: 12506.683594
	Iteration 163Q: 3 clusters Score -6063804 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -6063841.500000 Penalty: 12506.683594
	Iteration 164Q: 3 clusters Score -6063842 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -6063892.500000 Penalty: 12506.683594
	Iteration 165Q: 3 clusters Score -6063892 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -6063937.000000 Penalty: 12506.683594
	Iteration 166Q: 3 clusters Score -6063937 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -6064007.500000 Penalty: 12506.683594
	Iteration 167Q: 3 clusters Score -6064008 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -6064102.500000 Penalty: 12506.683594
	Iteration 168Q: 3 clusters Score -6064102 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -6064182.500000 Penalty: 12506.683594
	Iteration 169Q: 3 clusters Score -6064182 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -6064275.500000 Penalty: 12506.683594
	Iteration 170Q: 3 clusters Score -6064276 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -6064357.500000 Penalty: 12506.683594
	Iteration 171Q: 3 clusters Score -6064358 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -6064430.500000 Penalty: 12506.683594
	Iteration 172Q: 3 clusters Score -6064430 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -6064458.500000 Penalty: 12506.683594
	Iteration 173Q: 3 clusters Score -6064458 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23382 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -6064492.000000 Penalty: 12506.683594
	Iteration 174Q: 3 clusters Score -6064492 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -6064513.000000 Penalty: 12506.683594
	Iteration 175Q: 3 clusters Score -6064513 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -6064521.000000 Penalty: 12506.683594
	Iteration 176Q: 3 clusters Score -6064521 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -6064567.500000 Penalty: 12506.683594
	Iteration 177Q: 3 clusters Score -6064568 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -6064602.500000 Penalty: 12506.683594
	Iteration 178Q: 3 clusters Score -6064602 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -6064619.000000 Penalty: 12506.683594
	Iteration 179Q: 3 clusters Score -6064619 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -6064651.500000 Penalty: 12506.683594
	Iteration 180F: 3 clusters Score -6064652 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -6064676.000000 Penalty: 12506.683594
	Iteration 181Q: 3 clusters Score -6064676 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -6064691.000000 Penalty: 12506.683594
	Iteration 182Q: 3 clusters Score -6064691 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -6064685.500000 Penalty: 12506.683594
	Iteration 183Q: 3 clusters Score -6064686 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -6064701.000000 Penalty: 12506.683594
	Iteration 184Q: 3 clusters Score -6064701 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -6064706.500000 Penalty: 12506.683594
	Iteration 185Q: 3 clusters Score -6064706 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -6064717.500000 Penalty: 12506.683594
	Iteration 186Q: 3 clusters Score -6064718 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -6064725.500000 Penalty: 12506.683594
	Iteration 187Q: 3 clusters Score -6064726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -6064731.500000 Penalty: 12506.683594
	Iteration 188Q: 3 clusters Score -6064732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -6064731.000000 Penalty: 12506.683594
	Iteration 189Q: 3 clusters Score -6064731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -6064728.500000 Penalty: 12506.683594
	Iteration 190Q: 3 clusters Score -6064728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -6064739.000000 Penalty: 12506.683594
	Iteration 191Q: 3 clusters Score -6064739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -6064731.500000 Penalty: 12506.683594
	Iteration 192Q: 3 clusters Score -6064732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -6064731.500000 Penalty: 12506.683594
	Iteration 193F: 3 clusters Score -6064732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Entering Unmasked Estep 
Score: -1625870.250000 Penalty: 5470.251953
	Iteration 0F: 2 clusters Score -1625870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1617166.125000 Penalty: 10940.503906
	Iteration 0F: 3 clusters Score -1617166 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1618787.875000 Penalty: 10940.503906
	Iteration 1F: 3 clusters Score -1618788 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1619237.375000 Penalty: 10940.503906
	Iteration 2F: 3 clusters Score -1619237 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1619498.750000 Penalty: 10940.503906
	Iteration 3Q: 3 clusters Score -1619499 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1619713.125000 Penalty: 10940.503906
	Iteration 4Q: 3 clusters Score -1619713 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1619914.500000 Penalty: 10940.503906
	Iteration 5Q: 3 clusters Score -1619914 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1620130.000000 Penalty: 10940.503906
	Iteration 6Q: 3 clusters Score -1620130 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1620319.500000 Penalty: 10940.503906
	Iteration 7Q: 3 clusters Score -1620320 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1620493.875000 Penalty: 10940.503906
	Iteration 8Q: 3 clusters Score -1620494 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1620632.500000 Penalty: 10940.503906
	Iteration 9Q: 3 clusters Score -1620632 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1620762.375000 Penalty: 10940.503906
	Iteration 10Q: 3 clusters Score -1620762 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1620881.375000 Penalty: 10940.503906
	Iteration 11Q: 3 clusters Score -1620881 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1620996.875000 Penalty: 10940.503906
	Iteration 12Q: 3 clusters Score -1620997 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1621117.250000 Penalty: 10940.503906
	Iteration 13Q: 3 clusters Score -1621117 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1621208.500000 Penalty: 10940.503906
	Iteration 14Q: 3 clusters Score -1621208 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1621282.000000 Penalty: 10940.503906
	Iteration 15Q: 3 clusters Score -1621282 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1621345.750000 Penalty: 10940.503906
	Iteration 16Q: 3 clusters Score -1621346 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1621403.750000 Penalty: 10940.503906
	Iteration 17Q: 3 clusters Score -1621404 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1621450.375000 Penalty: 10940.503906
	Iteration 18Q: 3 clusters Score -1621450 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1621499.250000 Penalty: 10940.503906
	Iteration 19Q: 3 clusters Score -1621499 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1621538.750000 Penalty: 10940.503906
	Iteration 20F: 3 clusters Score -1621539 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1621562.500000 Penalty: 10940.503906
	Iteration 21Q: 3 clusters Score -1621562 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1621588.000000 Penalty: 10940.503906
	Iteration 22Q: 3 clusters Score -1621588 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1621616.875000 Penalty: 10940.503906
	Iteration 23Q: 3 clusters Score -1621617 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1621637.875000 Penalty: 10940.503906
	Iteration 24Q: 3 clusters Score -1621638 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1621652.500000 Penalty: 10940.503906
	Iteration 25Q: 3 clusters Score -1621652 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1621665.625000 Penalty: 10940.503906
	Iteration 26Q: 3 clusters Score -1621666 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1621675.250000 Penalty: 10940.503906
	Iteration 27Q: 3 clusters Score -1621675 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1621689.625000 Penalty: 10940.503906
	Iteration 28Q: 3 clusters Score -1621690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1621693.000000 Penalty: 10940.503906
	Iteration 29Q: 3 clusters Score -1621693 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1621698.500000 Penalty: 10940.503906
	Iteration 30Q: 3 clusters Score -1621698 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1621718.875000 Penalty: 10940.503906
	Iteration 31Q: 3 clusters Score -1621719 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1621733.875000 Penalty: 10940.503906
	Iteration 32Q: 3 clusters Score -1621734 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1621743.000000 Penalty: 10940.503906
	Iteration 33Q: 3 clusters Score -1621743 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1621754.375000 Penalty: 10940.503906
	Iteration 34Q: 3 clusters Score -1621754 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1621761.125000 Penalty: 10940.503906
	Iteration 35Q: 3 clusters Score -1621761 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1621768.000000 Penalty: 10940.503906
	Iteration 36Q: 3 clusters Score -1621768 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1621773.625000 Penalty: 10940.503906
	Iteration 37Q: 3 clusters Score -1621774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1621780.500000 Penalty: 10940.503906
	Iteration 38Q: 3 clusters Score -1621780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1621782.875000 Penalty: 10940.503906
	Iteration 39Q: 3 clusters Score -1621783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1621788.750000 Penalty: 10940.503906
	Iteration 40F: 3 clusters Score -1621789 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1621794.125000 Penalty: 10940.503906
	Iteration 41Q: 3 clusters Score -1621794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1621799.250000 Penalty: 10940.503906
	Iteration 42Q: 3 clusters Score -1621799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1621801.500000 Penalty: 10940.503906
	Iteration 43Q: 3 clusters Score -1621802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1621804.375000 Penalty: 10940.503906
	Iteration 44Q: 3 clusters Score -1621804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1621809.000000 Penalty: 10940.503906
	Iteration 45Q: 3 clusters Score -1621809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1621819.750000 Penalty: 10940.503906
	Iteration 46Q: 3 clusters Score -1621820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1621818.500000 Penalty: 10940.503906
	Iteration 47Q: 3 clusters Score -1621818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1621827.000000 Penalty: 10940.503906
	Iteration 48Q: 3 clusters Score -1621827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1621830.625000 Penalty: 10940.503906
	Iteration 49Q: 3 clusters Score -1621831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1621827.875000 Penalty: 10940.503906
	Iteration 50Q: 3 clusters Score -1621828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1621830.750000 Penalty: 10940.503906
	Iteration 51Q: 3 clusters Score -1621831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1621835.875000 Penalty: 10940.503906
	Iteration 52Q: 3 clusters Score -1621836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1621839.375000 Penalty: 10940.503906
	Iteration 53Q: 3 clusters Score -1621839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1621842.250000 Penalty: 10940.503906
	Iteration 54Q: 3 clusters Score -1621842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1621841.250000 Penalty: 10940.503906
	Iteration 55Q: 3 clusters Score -1621841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1621848.500000 Penalty: 10940.503906
	Iteration 56Q: 3 clusters Score -1621848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1621854.125000 Penalty: 10940.503906
	Iteration 57Q: 3 clusters Score -1621854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1621854.125000 Penalty: 10940.503906
	Iteration 58Q: 3 clusters Score -1621854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1621858.125000 Penalty: 10940.503906
	Iteration 59Q: 3 clusters Score -1621858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1621857.625000 Penalty: 10940.503906
	Iteration 60F: 3 clusters Score -1621858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1621857.750000 Penalty: 10940.503906
	Iteration 61Q: 3 clusters Score -1621858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1621857.750000 Penalty: 10940.503906
	Iteration 62F: 3 clusters Score -1621858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Entering Unmasked Estep 
Score: -1309946.375000 Penalty: 5333.535645
	Iteration 0F: 2 clusters Score -1309946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1302229.250000 Penalty: 10667.071289
	Iteration 0F: 3 clusters Score -1302229 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1303593.125000 Penalty: 10667.071289
	Iteration 1F: 3 clusters Score -1303593 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1303954.375000 Penalty: 10667.071289
	Iteration 2F: 3 clusters Score -1303954 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1304146.875000 Penalty: 10667.071289
	Iteration 3Q: 3 clusters Score -1304147 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1304256.375000 Penalty: 10667.071289
	Iteration 4Q: 3 clusters Score -1304256 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1304320.875000 Penalty: 10667.071289
	Iteration 5Q: 3 clusters Score -1304321 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1304376.875000 Penalty: 10667.071289
	Iteration 6Q: 3 clusters Score -1304377 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1304416.000000 Penalty: 10667.071289
	Iteration 7Q: 3 clusters Score -1304416 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1304454.250000 Penalty: 10667.071289
	Iteration 8Q: 3 clusters Score -1304454 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1304476.125000 Penalty: 10667.071289
	Iteration 9Q: 3 clusters Score -1304476 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1304496.250000 Penalty: 10667.071289
	Iteration 10Q: 3 clusters Score -1304496 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1304516.000000 Penalty: 10667.071289
	Iteration 11Q: 3 clusters Score -1304516 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1304528.250000 Penalty: 10667.071289
	Iteration 12Q: 3 clusters Score -1304528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1304536.750000 Penalty: 10667.071289
	Iteration 13Q: 3 clusters Score -1304537 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1304544.625000 Penalty: 10667.071289
	Iteration 14Q: 3 clusters Score -1304545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1304549.875000 Penalty: 10667.071289
	Iteration 15Q: 3 clusters Score -1304550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1304556.125000 Penalty: 10667.071289
	Iteration 16Q: 3 clusters Score -1304556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1304556.875000 Penalty: 10667.071289
	Iteration 17Q: 3 clusters Score -1304557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1304556.625000 Penalty: 10667.071289
	Iteration 18Q: 3 clusters Score -1304557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1304559.375000 Penalty: 10667.071289
	Iteration 19Q: 3 clusters Score -1304559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1304564.625000 Penalty: 10667.071289
	Iteration 20F: 3 clusters Score -1304565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1304564.750000 Penalty: 10667.071289
	Iteration 21Q: 3 clusters Score -1304565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1304568.750000 Penalty: 10667.071289
	Iteration 22Q: 3 clusters Score -1304569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1304571.750000 Penalty: 10667.071289
	Iteration 23Q: 3 clusters Score -1304572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1304574.750000 Penalty: 10667.071289
	Iteration 24Q: 3 clusters Score -1304575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1304584.375000 Penalty: 10667.071289
	Iteration 25Q: 3 clusters Score -1304584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1304585.125000 Penalty: 10667.071289
	Iteration 26Q: 3 clusters Score -1304585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1304593.500000 Penalty: 10667.071289
	Iteration 27Q: 3 clusters Score -1304594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1304596.750000 Penalty: 10667.071289
	Iteration 28Q: 3 clusters Score -1304597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1304597.500000 Penalty: 10667.071289
	Iteration 29Q: 3 clusters Score -1304598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1304597.500000 Penalty: 10667.071289
	Iteration 30Q: 3 clusters Score -1304598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1304599.750000 Penalty: 10667.071289
	Iteration 31Q: 3 clusters Score -1304600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1304605.500000 Penalty: 10667.071289
	Iteration 32Q: 3 clusters Score -1304606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1304607.500000 Penalty: 10667.071289
	Iteration 33Q: 3 clusters Score -1304608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1304609.750000 Penalty: 10667.071289
	Iteration 34Q: 3 clusters Score -1304610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1304613.750000 Penalty: 10667.071289
	Iteration 35Q: 3 clusters Score -1304614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1304610.750000 Penalty: 10667.071289
	Iteration 36Q: 3 clusters Score -1304611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1304610.750000 Penalty: 10667.071289
	Iteration 37F: 3 clusters Score -1304611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (35379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35379 members 
Entering Unmasked Estep 
Score: -8017007.500000 Penalty: 6415.248047
	Iteration 0F: 2 clusters Score -8017008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -7990745.000000 Penalty: 12830.496094
	Iteration 0F: 3 clusters Score -7990745 nChanged 15046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -7998819.500000 Penalty: 12830.496094
	Iteration 1F: 3 clusters Score -7998820 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -7999586.500000 Penalty: 12830.496094
	Iteration 2F: 3 clusters Score -7999586 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -8000129.000000 Penalty: 12830.496094
	Iteration 3Q: 3 clusters Score -8000129 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -8000652.500000 Penalty: 12830.496094
	Iteration 4Q: 3 clusters Score -8000652 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -8001095.500000 Penalty: 12830.496094
	Iteration 5Q: 3 clusters Score -8001096 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -8001570.000000 Penalty: 12830.496094
	Iteration 6Q: 3 clusters Score -8001570 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -8002007.500000 Penalty: 12830.496094
	Iteration 7Q: 3 clusters Score -8002008 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -8002458.000000 Penalty: 12830.496094
	Iteration 8Q: 3 clusters Score -8002458 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -8003019.500000 Penalty: 12830.496094
	Iteration 9Q: 3 clusters Score -8003020 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -8003597.000000 Penalty: 12830.496094
	Iteration 10Q: 3 clusters Score -8003597 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -8004199.500000 Penalty: 12830.496094
	Iteration 11Q: 3 clusters Score -8004200 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -8004983.000000 Penalty: 12830.496094
	Iteration 12Q: 3 clusters Score -8004983 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -8005809.500000 Penalty: 12830.496094
	Iteration 13Q: 3 clusters Score -8005810 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -8006680.500000 Penalty: 12830.496094
	Iteration 14Q: 3 clusters Score -8006680 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -8007586.000000 Penalty: 12830.496094
	Iteration 15Q: 3 clusters Score -8007586 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -8008355.000000 Penalty: 12830.496094
	Iteration 16Q: 3 clusters Score -8008355 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28193 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -8008989.000000 Penalty: 12830.496094
	Iteration 17Q: 3 clusters Score -8008989 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29073 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -8009493.000000 Penalty: 12830.496094
	Iteration 18Q: 3 clusters Score -8009493 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29843 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -8009946.500000 Penalty: 12830.496094
	Iteration 19Q: 3 clusters Score -8009946 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30504 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -8010281.000000 Penalty: 12830.496094
	Iteration 20F: 3 clusters Score -8010281 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31053 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -8010586.000000 Penalty: 12830.496094
	Iteration 21Q: 3 clusters Score -8010586 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31503 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -8010770.500000 Penalty: 12830.496094
	Iteration 22Q: 3 clusters Score -8010770 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31880 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -8010989.500000 Penalty: 12830.496094
	Iteration 23Q: 3 clusters Score -8010990 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32214 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -8011172.000000 Penalty: 12830.496094
	Iteration 24Q: 3 clusters Score -8011172 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32486 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -8011297.000000 Penalty: 12830.496094
	Iteration 25Q: 3 clusters Score -8011297 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32685 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -8011392.000000 Penalty: 12830.496094
	Iteration 26Q: 3 clusters Score -8011392 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -8011472.500000 Penalty: 12830.496094
	Iteration 27Q: 3 clusters Score -8011472 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32977 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -8011531.500000 Penalty: 12830.496094
	Iteration 28Q: 3 clusters Score -8011532 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33071 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -8011583.500000 Penalty: 12830.496094
	Iteration 29Q: 3 clusters Score -8011584 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33149 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -8011616.500000 Penalty: 12830.496094
	Iteration 30Q: 3 clusters Score -8011616 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33209 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -8011631.500000 Penalty: 12830.496094
	Iteration 31Q: 3 clusters Score -8011632 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33269 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -8011663.000000 Penalty: 12830.496094
	Iteration 32Q: 3 clusters Score -8011663 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33318 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -8011690.000000 Penalty: 12830.496094
	Iteration 33Q: 3 clusters Score -8011690 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33363 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -8011713.000000 Penalty: 12830.496094
	Iteration 34Q: 3 clusters Score -8011713 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33406 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -8011736.000000 Penalty: 12830.496094
	Iteration 35Q: 3 clusters Score -8011736 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33454 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -8011749.000000 Penalty: 12830.496094
	Iteration 36Q: 3 clusters Score -8011749 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33490 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -8011764.000000 Penalty: 12830.496094
	Iteration 37Q: 3 clusters Score -8011764 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33514 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -8011796.000000 Penalty: 12830.496094
	Iteration 38Q: 3 clusters Score -8011796 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33535 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -8011805.000000 Penalty: 12830.496094
	Iteration 39Q: 3 clusters Score -8011805 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33555 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -8011815.500000 Penalty: 12830.496094
	Iteration 40F: 3 clusters Score -8011816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -8011822.500000 Penalty: 12830.496094
	Iteration 41Q: 3 clusters Score -8011822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33573 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -8011833.000000 Penalty: 12830.496094
	Iteration 42Q: 3 clusters Score -8011833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -8011835.500000 Penalty: 12830.496094
	Iteration 43Q: 3 clusters Score -8011836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -8011834.000000 Penalty: 12830.496094
	Iteration 44Q: 3 clusters Score -8011834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33602 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -8011834.000000 Penalty: 12830.496094
	Iteration 45Q: 3 clusters Score -8011834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33610 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -8011842.500000 Penalty: 12830.496094
	Iteration 46Q: 3 clusters Score -8011842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33614 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -8011850.500000 Penalty: 12830.496094
	Iteration 47Q: 3 clusters Score -8011850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33617 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -8011863.500000 Penalty: 12830.496094
	Iteration 48Q: 3 clusters Score -8011864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33622 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -8011860.000000 Penalty: 12830.496094
	Iteration 49Q: 3 clusters Score -8011860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33629 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -8011857.000000 Penalty: 12830.496094
	Iteration 50Q: 3 clusters Score -8011857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -8011856.000000 Penalty: 12830.496094
	Iteration 51Q: 3 clusters Score -8011856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33641 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -8011864.000000 Penalty: 12830.496094
	Iteration 52Q: 3 clusters Score -8011864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -8011866.500000 Penalty: 12830.496094
	Iteration 53Q: 3 clusters Score -8011866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33656 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -8011866.000000 Penalty: 12830.496094
	Iteration 54Q: 3 clusters Score -8011866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33665 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -8011861.500000 Penalty: 12830.496094
	Iteration 55Q: 3 clusters Score -8011862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33670 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -8011861.000000 Penalty: 12830.496094
	Iteration 56Q: 3 clusters Score -8011861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33674 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -8011868.000000 Penalty: 12830.496094
	Iteration 57Q: 3 clusters Score -8011868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33679 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -8011870.500000 Penalty: 12830.496094
	Iteration 58Q: 3 clusters Score -8011870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33683 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -8011869.500000 Penalty: 12830.496094
	Iteration 59Q: 3 clusters Score -8011870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33689 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -8011882.500000 Penalty: 12830.496094
	Iteration 60F: 3 clusters Score -8011882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33694 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -8011879.000000 Penalty: 12830.496094
	Iteration 61Q: 3 clusters Score -8011879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33697 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -8011882.500000 Penalty: 12830.496094
	Iteration 62Q: 3 clusters Score -8011882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33699 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -8011879.500000 Penalty: 12830.496094
	Iteration 63Q: 3 clusters Score -8011880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -8011890.500000 Penalty: 12830.496094
	Iteration 64Q: 3 clusters Score -8011890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33707 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -8011881.000000 Penalty: 12830.496094
	Iteration 65Q: 3 clusters Score -8011881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33711 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -8011877.000000 Penalty: 12830.496094
	Iteration 66Q: 3 clusters Score -8011877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33715 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -8011892.000000 Penalty: 12830.496094
	Iteration 67Q: 3 clusters Score -8011892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33719 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -8011887.000000 Penalty: 12830.496094
	Iteration 68Q: 3 clusters Score -8011887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33730 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -8011901.000000 Penalty: 12830.496094
	Iteration 69Q: 3 clusters Score -8011901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33738 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -8011890.000000 Penalty: 12830.496094
	Iteration 70Q: 3 clusters Score -8011890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33744 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -8011898.500000 Penalty: 12830.496094
	Iteration 71Q: 3 clusters Score -8011898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33749 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -8011906.000000 Penalty: 12830.496094
	Iteration 72Q: 3 clusters Score -8011906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -8011894.500000 Penalty: 12830.496094
	Iteration 73Q: 3 clusters Score -8011894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33758 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -8011891.500000 Penalty: 12830.496094
	Iteration 74Q: 3 clusters Score -8011892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33764 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -8011898.500000 Penalty: 12830.496094
	Iteration 75Q: 3 clusters Score -8011898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33766 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -8011904.500000 Penalty: 12830.496094
	Iteration 76Q: 3 clusters Score -8011904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33770 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -8011906.000000 Penalty: 12830.496094
	Iteration 77Q: 3 clusters Score -8011906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33774 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -8011909.000000 Penalty: 12830.496094
	Iteration 78Q: 3 clusters Score -8011909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33776 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -8011923.500000 Penalty: 12830.496094
	Iteration 79Q: 3 clusters Score -8011924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33776 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -8011923.500000 Penalty: 12830.496094
	Iteration 80F: 3 clusters Score -8011924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (62442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62442 members 
Entering Unmasked Estep 
Score: -14023088.000000 Penalty: 6763.220703
	Iteration 0F: 2 clusters Score -1.402309e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31213 members 
Mstep: Class 2 contains 31229 members 
Entering Unmasked Estep 
Score: -13979502.000000 Penalty: 13526.441406
	Iteration 0F: 3 clusters Score -1.39795e+07 nChanged 27755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30688 members 
Mstep: Class 2 contains 31754 members 
Entering Unmasked Estep 
Score: -13994541.000000 Penalty: 13526.441406
	Iteration 1F: 3 clusters Score -1.399454e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 32078 members 
Entering Unmasked Estep 
Score: -13995689.000000 Penalty: 13526.441406
	Iteration 2Q: 3 clusters Score -1.399569e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29783 members 
Mstep: Class 2 contains 32659 members 
Entering Unmasked Estep 
Score: -13996822.000000 Penalty: 13526.441406
	Iteration 3Q: 3 clusters Score -1.399682e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28929 members 
Mstep: Class 2 contains 33513 members 
Entering Unmasked Estep 
Score: -13997979.000000 Penalty: 13526.441406
	Iteration 4Q: 3 clusters Score -1.399798e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 34762 members 
Entering Unmasked Estep 
Score: -13999441.000000 Penalty: 13526.441406
	Iteration 5Q: 3 clusters Score -1.399944e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 36360 members 
Entering Unmasked Estep 
Score: -14001011.000000 Penalty: 13526.441406
	Iteration 6F: 3 clusters Score -1.400101e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24006 members 
Mstep: Class 2 contains 38436 members 
Entering Unmasked Estep 
Score: -14002886.000000 Penalty: 13526.441406
	Iteration 7F: 3 clusters Score -1.400289e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 40812 members 
Entering Unmasked Estep 
Score: -14004803.000000 Penalty: 13526.441406
	Iteration 8F: 3 clusters Score -1.40048e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 43247 members 
Entering Unmasked Estep 
Score: -14006560.000000 Penalty: 13526.441406
	Iteration 9F: 3 clusters Score -1.400656e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 45555 members 
Entering Unmasked Estep 
Score: -14008173.000000 Penalty: 13526.441406
	Iteration 10Q: 3 clusters Score -1.400817e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 47680 members 
Entering Unmasked Estep 
Score: -14009512.000000 Penalty: 13526.441406
	Iteration 11Q: 3 clusters Score -1.400951e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 49645 members 
Entering Unmasked Estep 
Score: -14010680.000000 Penalty: 13526.441406
	Iteration 12Q: 3 clusters Score -1.401068e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 51493 members 
Entering Unmasked Estep 
Score: -14011691.000000 Penalty: 13526.441406
	Iteration 13Q: 3 clusters Score -1.401169e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 53109 members 
Entering Unmasked Estep 
Score: -14012692.000000 Penalty: 13526.441406
	Iteration 14Q: 3 clusters Score -1.401269e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 54585 members 
Entering Unmasked Estep 
Score: -14013511.000000 Penalty: 13526.441406
	Iteration 15Q: 3 clusters Score -1.401351e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 55890 members 
Entering Unmasked Estep 
Score: -14014266.000000 Penalty: 13526.441406
	Iteration 16Q: 3 clusters Score -1.401427e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 56977 members 
Entering Unmasked Estep 
Score: -14014925.000000 Penalty: 13526.441406
	Iteration 17Q: 3 clusters Score -1.401492e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 57854 members 
Entering Unmasked Estep 
Score: -14015479.000000 Penalty: 13526.441406
	Iteration 18Q: 3 clusters Score -1.401548e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 58550 members 
Entering Unmasked Estep 
Score: -14015881.000000 Penalty: 13526.441406
	Iteration 19Q: 3 clusters Score -1.401588e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 59110 members 
Entering Unmasked Estep 
Score: -14016207.000000 Penalty: 13526.441406
	Iteration 20F: 3 clusters Score -1.401621e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 59512 members 
Entering Unmasked Estep 
Score: -14016462.000000 Penalty: 13526.441406
	Iteration 21Q: 3 clusters Score -1.401646e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 59852 members 
Entering Unmasked Estep 
Score: -14016639.000000 Penalty: 13526.441406
	Iteration 22Q: 3 clusters Score -1.401664e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 60114 members 
Entering Unmasked Estep 
Score: -14016751.000000 Penalty: 13526.441406
	Iteration 23Q: 3 clusters Score -1.401675e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 60308 members 
Entering Unmasked Estep 
Score: -14016919.000000 Penalty: 13526.441406
	Iteration 24Q: 3 clusters Score -1.401692e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 60446 members 
Entering Unmasked Estep 
Score: -14017012.000000 Penalty: 13526.441406
	Iteration 25Q: 3 clusters Score -1.401701e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 60549 members 
Entering Unmasked Estep 
Score: -14017070.000000 Penalty: 13526.441406
	Iteration 26Q: 3 clusters Score -1.401707e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 60625 members 
Entering Unmasked Estep 
Score: -14017100.000000 Penalty: 13526.441406
	Iteration 27Q: 3 clusters Score -1.40171e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 60675 members 
Entering Unmasked Estep 
Score: -14017129.000000 Penalty: 13526.441406
	Iteration 28Q: 3 clusters Score -1.401713e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 60720 members 
Entering Unmasked Estep 
Score: -14017205.000000 Penalty: 13526.441406
	Iteration 29Q: 3 clusters Score -1.40172e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 60764 members 
Entering Unmasked Estep 
Score: -14017238.000000 Penalty: 13526.441406
	Iteration 30Q: 3 clusters Score -1.401724e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 60813 members 
Entering Unmasked Estep 
Score: -14017245.000000 Penalty: 13526.441406
	Iteration 31Q: 3 clusters Score -1.401724e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 60845 members 
Entering Unmasked Estep 
Score: -14017259.000000 Penalty: 13526.441406
	Iteration 32Q: 3 clusters Score -1.401726e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 60868 members 
Entering Unmasked Estep 
Score: -14017286.000000 Penalty: 13526.441406
	Iteration 33Q: 3 clusters Score -1.401729e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 60894 members 
Entering Unmasked Estep 
Score: -14017276.000000 Penalty: 13526.441406
	Iteration 34Q: 3 clusters Score -1.401728e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 60914 members 
Entering Unmasked Estep 
Score: -14017290.000000 Penalty: 13526.441406
	Iteration 35Q: 3 clusters Score -1.401729e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 60927 members 
Entering Unmasked Estep 
Score: -14017322.000000 Penalty: 13526.441406
	Iteration 36Q: 3 clusters Score -1.401732e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 60941 members 
Entering Unmasked Estep 
Score: -14017355.000000 Penalty: 13526.441406
	Iteration 37Q: 3 clusters Score -1.401736e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 60948 members 
Entering Unmasked Estep 
Score: -14017366.000000 Penalty: 13526.441406
	Iteration 38Q: 3 clusters Score -1.401737e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 60957 members 
Entering Unmasked Estep 
Score: -14017355.000000 Penalty: 13526.441406
	Iteration 39Q: 3 clusters Score -1.401736e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 60964 members 
Entering Unmasked Estep 
Score: -14017390.000000 Penalty: 13526.441406
	Iteration 40F: 3 clusters Score -1.401739e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 60971 members 
Entering Unmasked Estep 
Score: -14017387.000000 Penalty: 13526.441406
	Iteration 41Q: 3 clusters Score -1.401739e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 60976 members 
Entering Unmasked Estep 
Score: -14017382.000000 Penalty: 13526.441406
	Iteration 42Q: 3 clusters Score -1.401738e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 60976 members 
Entering Unmasked Estep 
Score: -14017381.000000 Penalty: 13526.441406
	Iteration 43Q: 3 clusters Score -1.401738e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 60983 members 
Entering Unmasked Estep 
Score: -14017393.000000 Penalty: 13526.441406
	Iteration 44Q: 3 clusters Score -1.401739e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 60988 members 
Entering Unmasked Estep 
Score: -14017387.000000 Penalty: 13526.441406
	Iteration 45Q: 3 clusters Score -1.401739e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 60988 members 
Entering Unmasked Estep 
Score: -14017389.000000 Penalty: 13526.441406
	Iteration 46Q: 3 clusters Score -1.401739e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 60990 members 
Entering Unmasked Estep 
Score: -14017410.000000 Penalty: 13526.441406
	Iteration 47Q: 3 clusters Score -1.401741e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 60995 members 
Entering Unmasked Estep 
Score: -14017416.000000 Penalty: 13526.441406
	Iteration 48Q: 3 clusters Score -1.401742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 60998 members 
Entering Unmasked Estep 
Score: -14017418.000000 Penalty: 13526.441406
	Iteration 49Q: 3 clusters Score -1.401742e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 61003 members 
Entering Unmasked Estep 
Score: -14017424.000000 Penalty: 13526.441406
	Iteration 50Q: 3 clusters Score -1.401742e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 61010 members 
Entering Unmasked Estep 
Score: -14017430.000000 Penalty: 13526.441406
	Iteration 51Q: 3 clusters Score -1.401743e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 61015 members 
Entering Unmasked Estep 
Score: -14017426.000000 Penalty: 13526.441406
	Iteration 52Q: 3 clusters Score -1.401743e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 61017 members 
Entering Unmasked Estep 
Score: -14017431.000000 Penalty: 13526.441406
	Iteration 53Q: 3 clusters Score -1.401743e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 61020 members 
Entering Unmasked Estep 
Score: -14017434.000000 Penalty: 13526.441406
	Iteration 54Q: 3 clusters Score -1.401743e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 61020 members 
Entering Unmasked Estep 
Score: -14017440.000000 Penalty: 13526.441406
	Iteration 55Q: 3 clusters Score -1.401744e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 61022 members 
Entering Unmasked Estep 
Score: -14017437.000000 Penalty: 13526.441406
	Iteration 56Q: 3 clusters Score -1.401744e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 61025 members 
Entering Unmasked Estep 
Score: -14017456.000000 Penalty: 13526.441406
	Iteration 57Q: 3 clusters Score -1.401746e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 61027 members 
Entering Unmasked Estep 
Score: -14017450.000000 Penalty: 13526.441406
	Iteration 58Q: 3 clusters Score -1.401745e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 61029 members 
Entering Unmasked Estep 
Score: -14017443.000000 Penalty: 13526.441406
	Iteration 59Q: 3 clusters Score -1.401744e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 61029 members 
Entering Unmasked Estep 
Score: -14017448.000000 Penalty: 13526.441406
	Iteration 60F: 3 clusters Score -1.401745e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (69304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69304 members 
Entering Unmasked Estep 
Score: -15488294.000000 Penalty: 6827.083008
	Iteration 0F: 2 clusters Score -1.548829e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34583 members 
Mstep: Class 2 contains 34721 members 
Entering Unmasked Estep 
Score: -15440274.000000 Penalty: 13654.166016
	Iteration 0F: 3 clusters Score -1.544027e+07 nChanged 30971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34332 members 
Mstep: Class 2 contains 34972 members 
Entering Unmasked Estep 
Score: -15456947.000000 Penalty: 13654.166016
	Iteration 1F: 3 clusters Score -1.545695e+07 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34083 members 
Mstep: Class 2 contains 35221 members 
Entering Unmasked Estep 
Score: -15458083.000000 Penalty: 13654.166016
	Iteration 2Q: 3 clusters Score -1.545808e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33764 members 
Mstep: Class 2 contains 35540 members 
Entering Unmasked Estep 
Score: -15459055.000000 Penalty: 13654.166016
	Iteration 3Q: 3 clusters Score -1.545906e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33405 members 
Mstep: Class 2 contains 35899 members 
Entering Unmasked Estep 
Score: -15460356.000000 Penalty: 13654.166016
	Iteration 4Q: 3 clusters Score -1.546036e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33034 members 
Mstep: Class 2 contains 36270 members 
Entering Unmasked Estep 
Score: -15461778.000000 Penalty: 13654.166016
	Iteration 5Q: 3 clusters Score -1.546178e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32739 members 
Mstep: Class 2 contains 36565 members 
Entering Unmasked Estep 
Score: -15463081.000000 Penalty: 13654.166016
	Iteration 6Q: 3 clusters Score -1.546308e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32527 members 
Mstep: Class 2 contains 36777 members 
Entering Unmasked Estep 
Score: -15464139.000000 Penalty: 13654.166016
	Iteration 7Q: 3 clusters Score -1.546414e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32469 members 
Mstep: Class 2 contains 36835 members 
Entering Unmasked Estep 
Score: -15465273.000000 Penalty: 13654.166016
	Iteration 8Q: 3 clusters Score -1.546527e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32513 members 
Mstep: Class 2 contains 36791 members 
Entering Unmasked Estep 
Score: -15466250.000000 Penalty: 13654.166016
	Iteration 9Q: 3 clusters Score -1.546625e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32663 members 
Mstep: Class 2 contains 36641 members 
Entering Unmasked Estep 
Score: -15467121.000000 Penalty: 13654.166016
	Iteration 10Q: 3 clusters Score -1.546712e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32960 members 
Mstep: Class 2 contains 36344 members 
Entering Unmasked Estep 
Score: -15468066.000000 Penalty: 13654.166016
	Iteration 11Q: 3 clusters Score -1.546807e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33515 members 
Mstep: Class 2 contains 35789 members 
Entering Unmasked Estep 
Score: -15469083.000000 Penalty: 13654.166016
	Iteration 12Q: 3 clusters Score -1.546908e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34344 members 
Mstep: Class 2 contains 34960 members 
Entering Unmasked Estep 
Score: -15470348.000000 Penalty: 13654.166016
	Iteration 13Q: 3 clusters Score -1.547035e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35430 members 
Mstep: Class 2 contains 33874 members 
Entering Unmasked Estep 
Score: -15471663.000000 Penalty: 13654.166016
	Iteration 14Q: 3 clusters Score -1.547166e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36697 members 
Mstep: Class 2 contains 32607 members 
Entering Unmasked Estep 
Score: -15473127.000000 Penalty: 13654.166016
	Iteration 15Q: 3 clusters Score -1.547313e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37953 members 
Mstep: Class 2 contains 31351 members 
Entering Unmasked Estep 
Score: -15474240.000000 Penalty: 13654.166016
	Iteration 16Q: 3 clusters Score -1.547424e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39117 members 
Mstep: Class 2 contains 30187 members 
Entering Unmasked Estep 
Score: -15475009.000000 Penalty: 13654.166016
	Iteration 17Q: 3 clusters Score -1.547501e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40266 members 
Mstep: Class 2 contains 29038 members 
Entering Unmasked Estep 
Score: -15475608.000000 Penalty: 13654.166016
	Iteration 18Q: 3 clusters Score -1.547561e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41378 members 
Mstep: Class 2 contains 27926 members 
Entering Unmasked Estep 
Score: -15476012.000000 Penalty: 13654.166016
	Iteration 19Q: 3 clusters Score -1.547601e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42441 members 
Mstep: Class 2 contains 26863 members 
Entering Unmasked Estep 
Score: -15476429.000000 Penalty: 13654.166016
	Iteration 20F: 3 clusters Score -1.547643e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43468 members 
Mstep: Class 2 contains 25836 members 
Entering Unmasked Estep 
Score: -15476691.000000 Penalty: 13654.166016
	Iteration 21Q: 3 clusters Score -1.547669e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44455 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -15476863.000000 Penalty: 13654.166016
	Iteration 22Q: 3 clusters Score -1.547686e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45430 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -15477142.000000 Penalty: 13654.166016
	Iteration 23Q: 3 clusters Score -1.547714e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46420 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -15477491.000000 Penalty: 13654.166016
	Iteration 24Q: 3 clusters Score -1.547749e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47408 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -15477835.000000 Penalty: 13654.166016
	Iteration 25Q: 3 clusters Score -1.547784e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48415 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -15478151.000000 Penalty: 13654.166016
	Iteration 26Q: 3 clusters Score -1.547815e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49415 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -15478542.000000 Penalty: 13654.166016
	Iteration 27Q: 3 clusters Score -1.547854e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50451 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -15478864.000000 Penalty: 13654.166016
	Iteration 28Q: 3 clusters Score -1.547886e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51501 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -15479200.000000 Penalty: 13654.166016
	Iteration 29Q: 3 clusters Score -1.54792e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52578 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -15479696.000000 Penalty: 13654.166016
	Iteration 30Q: 3 clusters Score -1.54797e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53674 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -15480160.000000 Penalty: 13654.166016
	Iteration 31Q: 3 clusters Score -1.548016e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54797 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -15480733.000000 Penalty: 13654.166016
	Iteration 32Q: 3 clusters Score -1.548073e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55893 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -15481253.000000 Penalty: 13654.166016
	Iteration 33Q: 3 clusters Score -1.548125e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56889 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -15481769.000000 Penalty: 13654.166016
	Iteration 34Q: 3 clusters Score -1.548177e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57834 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -15482205.000000 Penalty: 13654.166016
	Iteration 35Q: 3 clusters Score -1.54822e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58697 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -15482606.000000 Penalty: 13654.166016
	Iteration 36Q: 3 clusters Score -1.548261e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59539 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -15482912.000000 Penalty: 13654.166016
	Iteration 37Q: 3 clusters Score -1.548291e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60305 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -15483293.000000 Penalty: 13654.166016
	Iteration 38Q: 3 clusters Score -1.548329e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60982 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -15483610.000000 Penalty: 13654.166016
	Iteration 39Q: 3 clusters Score -1.548361e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61576 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -15483932.000000 Penalty: 13654.166016
	Iteration 40F: 3 clusters Score -1.548393e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62119 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -15484175.000000 Penalty: 13654.166016
	Iteration 41Q: 3 clusters Score -1.548418e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62568 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -15484329.000000 Penalty: 13654.166016
	Iteration 42Q: 3 clusters Score -1.548433e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62960 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -15484472.000000 Penalty: 13654.166016
	Iteration 43Q: 3 clusters Score -1.548447e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63325 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -15484578.000000 Penalty: 13654.166016
	Iteration 44Q: 3 clusters Score -1.548458e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63640 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -15484696.000000 Penalty: 13654.166016
	Iteration 45Q: 3 clusters Score -1.54847e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63898 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -15484839.000000 Penalty: 13654.166016
	Iteration 46Q: 3 clusters Score -1.548484e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64110 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -15484871.000000 Penalty: 13654.166016
	Iteration 47Q: 3 clusters Score -1.548487e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64299 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -15484954.000000 Penalty: 13654.166016
	Iteration 48Q: 3 clusters Score -1.548495e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64451 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -15484947.000000 Penalty: 13654.166016
	Iteration 49Q: 3 clusters Score -1.548495e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64590 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -15484984.000000 Penalty: 13654.166016
	Iteration 50Q: 3 clusters Score -1.548498e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64725 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -15485072.000000 Penalty: 13654.166016
	Iteration 51Q: 3 clusters Score -1.548507e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64869 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -15485104.000000 Penalty: 13654.166016
	Iteration 52Q: 3 clusters Score -1.54851e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64998 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -15485141.000000 Penalty: 13654.166016
	Iteration 53Q: 3 clusters Score -1.548514e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65103 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -15485169.000000 Penalty: 13654.166016
	Iteration 54Q: 3 clusters Score -1.548517e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65200 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -15485215.000000 Penalty: 13654.166016
	Iteration 55Q: 3 clusters Score -1.548522e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65279 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -15485214.000000 Penalty: 13654.166016
	Iteration 56Q: 3 clusters Score -1.548521e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65357 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -15485270.000000 Penalty: 13654.166016
	Iteration 57Q: 3 clusters Score -1.548527e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65451 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -15485288.000000 Penalty: 13654.166016
	Iteration 58Q: 3 clusters Score -1.548529e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65547 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -15485339.000000 Penalty: 13654.166016
	Iteration 59Q: 3 clusters Score -1.548534e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65630 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -15485422.000000 Penalty: 13654.166016
	Iteration 60F: 3 clusters Score -1.548542e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65709 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -15485456.000000 Penalty: 13654.166016
	Iteration 61Q: 3 clusters Score -1.548546e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65789 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -15485518.000000 Penalty: 13654.166016
	Iteration 62Q: 3 clusters Score -1.548552e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65877 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -15485569.000000 Penalty: 13654.166016
	Iteration 63Q: 3 clusters Score -1.548557e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65947 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -15485603.000000 Penalty: 13654.166016
	Iteration 64Q: 3 clusters Score -1.54856e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66036 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -15485650.000000 Penalty: 13654.166016
	Iteration 65Q: 3 clusters Score -1.548565e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66116 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -15485717.000000 Penalty: 13654.166016
	Iteration 66Q: 3 clusters Score -1.548572e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66179 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -15485739.000000 Penalty: 13654.166016
	Iteration 67Q: 3 clusters Score -1.548574e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66230 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -15485774.000000 Penalty: 13654.166016
	Iteration 68Q: 3 clusters Score -1.548577e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66271 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -15485803.000000 Penalty: 13654.166016
	Iteration 69Q: 3 clusters Score -1.54858e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66304 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -15485797.000000 Penalty: 13654.166016
	Iteration 70Q: 3 clusters Score -1.54858e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66328 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -15485836.000000 Penalty: 13654.166016
	Iteration 71Q: 3 clusters Score -1.548584e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66345 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -15485827.000000 Penalty: 13654.166016
	Iteration 72Q: 3 clusters Score -1.548583e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66352 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -15485838.000000 Penalty: 13654.166016
	Iteration 73Q: 3 clusters Score -1.548584e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66358 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -15485844.000000 Penalty: 13654.166016
	Iteration 74Q: 3 clusters Score -1.548584e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66366 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -15485845.000000 Penalty: 13654.166016
	Iteration 75Q: 3 clusters Score -1.548584e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66373 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -15485832.000000 Penalty: 13654.166016
	Iteration 76Q: 3 clusters Score -1.548583e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66380 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -15485841.000000 Penalty: 13654.166016
	Iteration 77Q: 3 clusters Score -1.548584e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66385 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -15485845.000000 Penalty: 13654.166016
	Iteration 78Q: 3 clusters Score -1.548584e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66395 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -15485832.000000 Penalty: 13654.166016
	Iteration 79Q: 3 clusters Score -1.548583e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66399 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -15485827.000000 Penalty: 13654.166016
	Iteration 80F: 3 clusters Score -1.548583e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66400 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -15485835.000000 Penalty: 13654.166016
	Iteration 81Q: 3 clusters Score -1.548584e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66403 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -15485840.000000 Penalty: 13654.166016
	Iteration 82Q: 3 clusters Score -1.548584e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66408 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -15485835.000000 Penalty: 13654.166016
	Iteration 83Q: 3 clusters Score -1.548584e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66409 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -15485833.000000 Penalty: 13654.166016
	Iteration 84Q: 3 clusters Score -1.548583e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66409 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -15485833.000000 Penalty: 13654.166016
	Iteration 85F: 3 clusters Score -1.548583e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Entering Unmasked Estep 
Score: -3408991.500000 Penalty: 5901.008789
	Iteration 0F: 2 clusters Score -3408992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -3395485.000000 Penalty: 11802.017578
	Iteration 0F: 3 clusters Score -3395485 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -3398969.000000 Penalty: 11802.017578
	Iteration 1F: 3 clusters Score -3398969 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -3399968.000000 Penalty: 11802.017578
	Iteration 2F: 3 clusters Score -3399968 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -3401014.000000 Penalty: 11802.017578
	Iteration 3F: 3 clusters Score -3401014 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -3401930.250000 Penalty: 11802.017578
	Iteration 4F: 3 clusters Score -3401930 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -3402786.250000 Penalty: 11802.017578
	Iteration 5F: 3 clusters Score -3402786 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -3403620.000000 Penalty: 11802.017578
	Iteration 6F: 3 clusters Score -3403620 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -3404320.250000 Penalty: 11802.017578
	Iteration 7F: 3 clusters Score -3404320 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -3404810.500000 Penalty: 11802.017578
	Iteration 8Q: 3 clusters Score -3404810 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -3405104.500000 Penalty: 11802.017578
	Iteration 9Q: 3 clusters Score -3405104 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -3405250.000000 Penalty: 11802.017578
	Iteration 10Q: 3 clusters Score -3405250 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -3405340.000000 Penalty: 11802.017578
	Iteration 11Q: 3 clusters Score -3405340 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -3405400.000000 Penalty: 11802.017578
	Iteration 12Q: 3 clusters Score -3405400 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -3405458.250000 Penalty: 11802.017578
	Iteration 13Q: 3 clusters Score -3405458 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -3405518.750000 Penalty: 11802.017578
	Iteration 14Q: 3 clusters Score -3405519 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -3405557.500000 Penalty: 11802.017578
	Iteration 15Q: 3 clusters Score -3405558 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -3405614.750000 Penalty: 11802.017578
	Iteration 16Q: 3 clusters Score -3405615 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -3405656.000000 Penalty: 11802.017578
	Iteration 17Q: 3 clusters Score -3405656 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -3405698.250000 Penalty: 11802.017578
	Iteration 18Q: 3 clusters Score -3405698 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -3405747.500000 Penalty: 11802.017578
	Iteration 19Q: 3 clusters Score -3405748 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -3405782.500000 Penalty: 11802.017578
	Iteration 20F: 3 clusters Score -3405782 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -3405829.750000 Penalty: 11802.017578
	Iteration 21Q: 3 clusters Score -3405830 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -3405871.500000 Penalty: 11802.017578
	Iteration 22Q: 3 clusters Score -3405872 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -3405925.000000 Penalty: 11802.017578
	Iteration 23Q: 3 clusters Score -3405925 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -3405973.000000 Penalty: 11802.017578
	Iteration 24Q: 3 clusters Score -3405973 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -3406029.750000 Penalty: 11802.017578
	Iteration 25Q: 3 clusters Score -3406030 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -3406096.000000 Penalty: 11802.017578
	Iteration 26Q: 3 clusters Score -3406096 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -3406189.750000 Penalty: 11802.017578
	Iteration 27Q: 3 clusters Score -3406190 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -3406304.750000 Penalty: 11802.017578
	Iteration 28Q: 3 clusters Score -3406305 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -3406463.250000 Penalty: 11802.017578
	Iteration 29Q: 3 clusters Score -3406463 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -3406622.500000 Penalty: 11802.017578
	Iteration 30Q: 3 clusters Score -3406622 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -3406821.500000 Penalty: 11802.017578
	Iteration 31Q: 3 clusters Score -3406822 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -3407066.250000 Penalty: 11802.017578
	Iteration 32Q: 3 clusters Score -3407066 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -3407363.500000 Penalty: 11802.017578
	Iteration 33Q: 3 clusters Score -3407364 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -3407663.750000 Penalty: 11802.017578
	Iteration 34Q: 3 clusters Score -3407664 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -3408014.500000 Penalty: 11802.017578
	Iteration 35Q: 3 clusters Score -3408014 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -3408346.500000 Penalty: 11802.017578
	Iteration 36Q: 3 clusters Score -3408346 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -3408532.250000 Penalty: 11802.017578
	Iteration 37Q: 3 clusters Score -3408532 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -3408634.500000 Penalty: 11802.017578
	Iteration 38Q: 3 clusters Score -3408634 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -3408675.750000 Penalty: 11802.017578
	Iteration 39Q: 3 clusters Score -3408676 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -3408716.250000 Penalty: 11802.017578
	Iteration 40F: 3 clusters Score -3408716 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -3408771.750000 Penalty: 11802.017578
	Iteration 41Q: 3 clusters Score -3408772 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -3408960.000000 Penalty: 11802.017578
	Iteration 42Q: 3 clusters Score -3408960 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -3409576.500000 Penalty: 11802.017578
	Iteration 43Q: 3 clusters Score -3409576 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -3410309.250000 Penalty: 11802.017578
	Iteration 44Q: 3 clusters Score -3410309 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -3410515.000000 Penalty: 11802.017578
	Iteration 45Q: 3 clusters Score -3410515 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -3410554.000000 Penalty: 11802.017578
	Iteration 46Q: 3 clusters Score -3410554 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -3410561.750000 Penalty: 11802.017578
	Iteration 47Q: 3 clusters Score -3410562 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -3410566.500000 Penalty: 11802.017578
	Iteration 48Q: 3 clusters Score -3410566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -3410567.250000 Penalty: 11802.017578
	Iteration 49Q: 3 clusters Score -3410567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -3410568.000000 Penalty: 11802.017578
	Iteration 50F: 3 clusters Score -3410568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -3410571.250000 Penalty: 11802.017578
	Iteration 51Q: 3 clusters Score -3410571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -3410568.250000 Penalty: 11802.017578
	Iteration 52Q: 3 clusters Score -3410568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -3410568.250000 Penalty: 11802.017578
	Iteration 53F: 3 clusters Score -3410568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 12399 members 
Mstep: Class 3 contains 10498 members 
Mstep: Class 4 contains 27161 members 
Mstep: Class 5 contains 7563 members 
Mstep: Class 6 contains 6050 members 
Mstep: Class 7 contains 35379 members 
Mstep: Class 8 contains 62442 members 
Mstep: Class 9 contains 69304 members 
Mstep: Class 10 contains 10991 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1583 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71240 members 
Mstep: Class 15 contains 4445 members 
Mstep: Class 16 contains 141731 members 
Mstep: Class 17 contains 34441 members 
Mstep: Class 18 contains 5962 members 
Mstep: Class 19 contains 7700 members 
Mstep: Class 20 contains 1763 members 
Mstep: Class 21 contains 9514 members 
Mstep: Class 22 contains 49134 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2795 members 
Mstep: Class 25 contains 13294 members 
Mstep: Class 26 contains 32372 members 
Mstep: Class 27 contains 11719 members 
Mstep: Class 28 contains 52212 members 
Mstep: Class 29 contains 4289 members 
Entering Unmasked Estep 
Score: -157279440.000000 Penalty: 239503.718750
Splitting cluster 10 changes total score from -157280848.000000 to -157279440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (1299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Entering Unmasked Estep 
Score: -256125.078125 Penalty: 4391.227051
	Iteration 0F: 2 clusters Score -256125.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -251982.359375 Penalty: 8782.454102
	Iteration 0F: 3 clusters Score -251982.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -253020.640625 Penalty: 8782.454102
	Iteration 1F: 3 clusters Score -253020.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -253648.625000 Penalty: 8782.454102
	Iteration 2F: 3 clusters Score -253648.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -254384.765625 Penalty: 8782.454102
	Iteration 3F: 3 clusters Score -254384.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -254991.812500 Penalty: 8782.454102
	Iteration 4F: 3 clusters Score -254991.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -255468.703125 Penalty: 8782.454102
	Iteration 5F: 3 clusters Score -255468.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -255925.828125 Penalty: 8782.454102
	Iteration 6Q: 3 clusters Score -255925.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -256067.156250 Penalty: 8782.454102
	Iteration 7Q: 3 clusters Score -256067.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -256109.984375 Penalty: 8782.454102
	Iteration 8Q: 3 clusters Score -256110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -256132.890625 Penalty: 8782.454102
	Iteration 9Q: 3 clusters Score -256132.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -256152.234375 Penalty: 8782.454102
	Iteration 10Q: 3 clusters Score -256152.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -256156.359375 Penalty: 8782.454102
	Iteration 11Q: 3 clusters Score -256156.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -256162.984375 Penalty: 8782.454102
	Iteration 12Q: 3 clusters Score -256163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -256162.984375 Penalty: 8782.454102
	Iteration 13F: 3 clusters Score -256163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 12399 members 
Mstep: Class 3 contains 10498 members 
Mstep: Class 4 contains 27161 members 
Mstep: Class 5 contains 7563 members 
Mstep: Class 6 contains 6050 members 
Mstep: Class 7 contains 35379 members 
Mstep: Class 8 contains 62442 members 
Mstep: Class 9 contains 69304 members 
Mstep: Class 10 contains 15280 members 
Mstep: Class 11 contains 1048 members 
Mstep: Class 12 contains 1583 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71240 members 
Mstep: Class 15 contains 4445 members 
Mstep: Class 16 contains 141731 members 
Mstep: Class 17 contains 34441 members 
Mstep: Class 18 contains 5962 members 
Mstep: Class 19 contains 7700 members 
Mstep: Class 20 contains 1763 members 
Mstep: Class 21 contains 9514 members 
Mstep: Class 22 contains 49134 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2795 members 
Mstep: Class 25 contains 13294 members 
Mstep: Class 26 contains 32372 members 
Mstep: Class 27 contains 11719 members 
Mstep: Class 28 contains 52212 members 
Mstep: Class 29 contains 251 members 
Entering Unmasked Estep 
Score: -157277104.000000 Penalty: 239503.718750
Splitting cluster 11 changes total score from -157280848.000000 to -157277104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (1583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Entering Unmasked Estep 
Score: -323877.843750 Penalty: 4512.334473
	Iteration 0F: 2 clusters Score -323877.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -319400.593750 Penalty: 9024.668945
	Iteration 0F: 3 clusters Score -319400.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -320013.062500 Penalty: 9024.668945
	Iteration 1F: 3 clusters Score -320013.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -320406.656250 Penalty: 9024.668945
	Iteration 2F: 3 clusters Score -320406.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -320737.093750 Penalty: 9024.668945
	Iteration 3Q: 3 clusters Score -320737.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -320966.875000 Penalty: 9024.668945
	Iteration 4F: 3 clusters Score -320966.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -321105.562500 Penalty: 9024.668945
	Iteration 5Q: 3 clusters Score -321105.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -321207.843750 Penalty: 9024.668945
	Iteration 6Q: 3 clusters Score -321207.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -321279.750000 Penalty: 9024.668945
	Iteration 7Q: 3 clusters Score -321279.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -321335.500000 Penalty: 9024.668945
	Iteration 8Q: 3 clusters Score -321335.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -321376.312500 Penalty: 9024.668945
	Iteration 9Q: 3 clusters Score -321376.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -321407.093750 Penalty: 9024.668945
	Iteration 10Q: 3 clusters Score -321407.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -321430.812500 Penalty: 9024.668945
	Iteration 11Q: 3 clusters Score -321430.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -321458.750000 Penalty: 9024.668945
	Iteration 12Q: 3 clusters Score -321458.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -321488.437500 Penalty: 9024.668945
	Iteration 13Q: 3 clusters Score -321488.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -321540.937500 Penalty: 9024.668945
	Iteration 14Q: 3 clusters Score -321540.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -321591.375000 Penalty: 9024.668945
	Iteration 15Q: 3 clusters Score -321591.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -321609.187500 Penalty: 9024.668945
	Iteration 16Q: 3 clusters Score -321609.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -321623.937500 Penalty: 9024.668945
	Iteration 17Q: 3 clusters Score -321623.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -321634.875000 Penalty: 9024.668945
	Iteration 18Q: 3 clusters Score -321634.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -321643.906250 Penalty: 9024.668945
	Iteration 19Q: 3 clusters Score -321643.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -321649.187500 Penalty: 9024.668945
	Iteration 20F: 3 clusters Score -321649.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -321655.687500 Penalty: 9024.668945
	Iteration 21Q: 3 clusters Score -321655.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -321657.875000 Penalty: 9024.668945
	Iteration 22Q: 3 clusters Score -321657.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -321660.718750 Penalty: 9024.668945
	Iteration 23Q: 3 clusters Score -321660.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -321660.718750 Penalty: 9024.668945
	Iteration 24F: 3 clusters Score -321660.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Entering Unmasked Estep 
Score: -251412.640625 Penalty: 4383.635742
	Iteration 0F: 2 clusters Score -251412.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -247304.687500 Penalty: 8767.271484
	Iteration 0F: 3 clusters Score -247304.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -248348.140625 Penalty: 8767.271484
	Iteration 1F: 3 clusters Score -248348.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -249354.609375 Penalty: 8767.271484
	Iteration 2F: 3 clusters Score -249354.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -250809.093750 Penalty: 8767.271484
	Iteration 3F: 3 clusters Score -250809.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -251559.203125 Penalty: 8767.271484
	Iteration 4F: 3 clusters Score -251559.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -251939.343750 Penalty: 8767.271484
	Iteration 5Q: 3 clusters Score -251939.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -252042.546875 Penalty: 8767.271484
	Iteration 6Q: 3 clusters Score -252042.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -252087.906250 Penalty: 8767.271484
	Iteration 7Q: 3 clusters Score -252087.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -252087.906250 Penalty: 8767.271484
	Iteration 8F: 3 clusters Score -252087.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 12399 members 
Mstep: Class 3 contains 10498 members 
Mstep: Class 4 contains 27161 members 
Mstep: Class 5 contains 7563 members 
Mstep: Class 6 contains 6050 members 
Mstep: Class 7 contains 35379 members 
Mstep: Class 8 contains 62442 members 
Mstep: Class 9 contains 69304 members 
Mstep: Class 10 contains 15280 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1583 members 
Mstep: Class 13 contains 279 members 
Mstep: Class 14 contains 71240 members 
Mstep: Class 15 contains 4445 members 
Mstep: Class 16 contains 141731 members 
Mstep: Class 17 contains 34441 members 
Mstep: Class 18 contains 5962 members 
Mstep: Class 19 contains 7700 members 
Mstep: Class 20 contains 1763 members 
Mstep: Class 21 contains 9514 members 
Mstep: Class 22 contains 49134 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2795 members 
Mstep: Class 25 contains 13294 members 
Mstep: Class 26 contains 32372 members 
Mstep: Class 27 contains 11719 members 
Mstep: Class 28 contains 52212 members 
Mstep: Class 29 contains 1004 members 
Entering Unmasked Estep 
Score: -157277520.000000 Penalty: 239503.718750
Splitting cluster 13 changes total score from -157280848.000000 to -157277520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (71240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71240 members 
Entering Unmasked Estep 
Score: -15923902.000000 Penalty: 6843.958496
	Iteration 0F: 2 clusters Score -1.59239e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35392 members 
Mstep: Class 2 contains 35848 members 
Entering Unmasked Estep 
Score: -15874426.000000 Penalty: 13687.916992
	Iteration 0F: 3 clusters Score -1.587443e+07 nChanged 32086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34020 members 
Mstep: Class 2 contains 37220 members 
Entering Unmasked Estep 
Score: -15891635.000000 Penalty: 13687.916992
	Iteration 1F: 3 clusters Score -1.589164e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33143 members 
Mstep: Class 2 contains 38097 members 
Entering Unmasked Estep 
Score: -15892778.000000 Penalty: 13687.916992
	Iteration 2Q: 3 clusters Score -1.589278e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31873 members 
Mstep: Class 2 contains 39367 members 
Entering Unmasked Estep 
Score: -15893808.000000 Penalty: 13687.916992
	Iteration 3Q: 3 clusters Score -1.589381e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 41171 members 
Entering Unmasked Estep 
Score: -15894832.000000 Penalty: 13687.916992
	Iteration 4Q: 3 clusters Score -1.589483e+07 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27550 members 
Mstep: Class 2 contains 43690 members 
Entering Unmasked Estep 
Score: -15896215.000000 Penalty: 13687.916992
	Iteration 5Q: 3 clusters Score -1.589622e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 47008 members 
Entering Unmasked Estep 
Score: -15898366.000000 Penalty: 13687.916992
	Iteration 6F: 3 clusters Score -1.589837e+07 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 51145 members 
Entering Unmasked Estep 
Score: -15901371.000000 Penalty: 13687.916992
	Iteration 7F: 3 clusters Score -1.590137e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 55774 members 
Entering Unmasked Estep 
Score: -15905141.000000 Penalty: 13687.916992
	Iteration 8F: 3 clusters Score -1.590514e+07 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 60348 members 
Entering Unmasked Estep 
Score: -15909113.000000 Penalty: 13687.916992
	Iteration 9F: 3 clusters Score -1.590911e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 64038 members 
Entering Unmasked Estep 
Score: -15912356.000000 Penalty: 13687.916992
	Iteration 10F: 3 clusters Score -1.591236e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 66708 members 
Entering Unmasked Estep 
Score: -15914592.000000 Penalty: 13687.916992
	Iteration 11Q: 3 clusters Score -1.591459e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 68341 members 
Entering Unmasked Estep 
Score: -15915966.000000 Penalty: 13687.916992
	Iteration 12Q: 3 clusters Score -1.591597e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 69252 members 
Entering Unmasked Estep 
Score: -15916736.000000 Penalty: 13687.916992
	Iteration 13Q: 3 clusters Score -1.591674e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 69709 members 
Entering Unmasked Estep 
Score: -15917197.000000 Penalty: 13687.916992
	Iteration 14Q: 3 clusters Score -1.59172e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 69949 members 
Entering Unmasked Estep 
Score: -15917472.000000 Penalty: 13687.916992
	Iteration 15Q: 3 clusters Score -1.591747e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 70088 members 
Entering Unmasked Estep 
Score: -15917603.000000 Penalty: 13687.916992
	Iteration 16Q: 3 clusters Score -1.59176e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 70167 members 
Entering Unmasked Estep 
Score: -15917671.000000 Penalty: 13687.916992
	Iteration 17Q: 3 clusters Score -1.591767e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 70212 members 
Entering Unmasked Estep 
Score: -15917695.000000 Penalty: 13687.916992
	Iteration 18Q: 3 clusters Score -1.59177e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 70254 members 
Entering Unmasked Estep 
Score: -15917758.000000 Penalty: 13687.916992
	Iteration 19Q: 3 clusters Score -1.591776e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 70275 members 
Entering Unmasked Estep 
Score: -15917801.000000 Penalty: 13687.916992
	Iteration 20F: 3 clusters Score -1.59178e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 70298 members 
Entering Unmasked Estep 
Score: -15917845.000000 Penalty: 13687.916992
	Iteration 21Q: 3 clusters Score -1.591784e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 70316 members 
Entering Unmasked Estep 
Score: -15917863.000000 Penalty: 13687.916992
	Iteration 22Q: 3 clusters Score -1.591786e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 70330 members 
Entering Unmasked Estep 
Score: -15917878.000000 Penalty: 13687.916992
	Iteration 23Q: 3 clusters Score -1.591788e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 70345 members 
Entering Unmasked Estep 
Score: -15917870.000000 Penalty: 13687.916992
	Iteration 24Q: 3 clusters Score -1.591787e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 70352 members 
Entering Unmasked Estep 
Score: -15917881.000000 Penalty: 13687.916992
	Iteration 25Q: 3 clusters Score -1.591788e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 70362 members 
Entering Unmasked Estep 
Score: -15917890.000000 Penalty: 13687.916992
	Iteration 26Q: 3 clusters Score -1.591789e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 70374 members 
Entering Unmasked Estep 
Score: -15917909.000000 Penalty: 13687.916992
	Iteration 27Q: 3 clusters Score -1.591791e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 70383 members 
Entering Unmasked Estep 
Score: -15917905.000000 Penalty: 13687.916992
	Iteration 28Q: 3 clusters Score -1.59179e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 70386 members 
Entering Unmasked Estep 
Score: -15917916.000000 Penalty: 13687.916992
	Iteration 29Q: 3 clusters Score -1.591792e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 70388 members 
Entering Unmasked Estep 
Score: -15917925.000000 Penalty: 13687.916992
	Iteration 30Q: 3 clusters Score -1.591792e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 70394 members 
Entering Unmasked Estep 
Score: -15917919.000000 Penalty: 13687.916992
	Iteration 31Q: 3 clusters Score -1.591792e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 70399 members 
Entering Unmasked Estep 
Score: -15917913.000000 Penalty: 13687.916992
	Iteration 32Q: 3 clusters Score -1.591791e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 70399 members 
Entering Unmasked Estep 
Score: -15917929.000000 Penalty: 13687.916992
	Iteration 33Q: 3 clusters Score -1.591793e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 70401 members 
Entering Unmasked Estep 
Score: -15917933.000000 Penalty: 13687.916992
	Iteration 34Q: 3 clusters Score -1.591793e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 70401 members 
Entering Unmasked Estep 
Score: -15917933.000000 Penalty: 13687.916992
	Iteration 35F: 3 clusters Score -1.591793e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Entering Unmasked Estep 
Score: -916635.875000 Penalty: 5144.715332
	Iteration 0F: 2 clusters Score -916635.9 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 2204 members 
Entering Unmasked Estep 
Score: -910322.562500 Penalty: 10289.430664
	Iteration 0F: 3 clusters Score -910322.6 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -912572.000000 Penalty: 10289.430664
	Iteration 1F: 3 clusters Score -912572 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -914011.250000 Penalty: 10289.430664
	Iteration 2F: 3 clusters Score -914011.2 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -915447.062500 Penalty: 10289.430664
	Iteration 3F: 3 clusters Score -915447.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -916516.812500 Penalty: 10289.430664
	Iteration 4F: 3 clusters Score -916516.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -917209.937500 Penalty: 10289.430664
	Iteration 5F: 3 clusters Score -917209.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -917837.250000 Penalty: 10289.430664
	Iteration 6Q: 3 clusters Score -917837.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -918238.875000 Penalty: 10289.430664
	Iteration 7Q: 3 clusters Score -918238.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -918517.750000 Penalty: 10289.430664
	Iteration 8Q: 3 clusters Score -918517.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -918648.437500 Penalty: 10289.430664
	Iteration 9Q: 3 clusters Score -918648.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -918906.250000 Penalty: 10289.430664
	Iteration 10Q: 3 clusters Score -918906.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -919016.062500 Penalty: 10289.430664
	Iteration 11Q: 3 clusters Score -919016.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -919171.125000 Penalty: 10289.430664
	Iteration 12Q: 3 clusters Score -919171.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -919211.500000 Penalty: 10289.430664
	Iteration 13Q: 3 clusters Score -919211.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -919313.937500 Penalty: 10289.430664
	Iteration 14Q: 3 clusters Score -919313.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -919335.375000 Penalty: 10289.430664
	Iteration 15Q: 3 clusters Score -919335.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -919360.937500 Penalty: 10289.430664
	Iteration 16Q: 3 clusters Score -919360.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -919367.687500 Penalty: 10289.430664
	Iteration 17Q: 3 clusters Score -919367.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -919492.437500 Penalty: 10289.430664
	Iteration 18F: 3 clusters Score -919492.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -919692.562500 Penalty: 10289.430664
	Iteration 19Q: 3 clusters Score -919692.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -919769.500000 Penalty: 10289.430664
	Iteration 20F: 3 clusters Score -919769.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -919797.000000 Penalty: 10289.430664
	Iteration 21Q: 3 clusters Score -919797 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -919813.437500 Penalty: 10289.430664
	Iteration 22Q: 3 clusters Score -919813.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -919815.875000 Penalty: 10289.430664
	Iteration 23Q: 3 clusters Score -919815.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -919819.125000 Penalty: 10289.430664
	Iteration 24Q: 3 clusters Score -919819.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -919820.937500 Penalty: 10289.430664
	Iteration 25Q: 3 clusters Score -919820.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -919823.125000 Penalty: 10289.430664
	Iteration 26Q: 3 clusters Score -919823.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -919827.875000 Penalty: 10289.430664
	Iteration 27Q: 3 clusters Score -919827.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -919829.812500 Penalty: 10289.430664
	Iteration 28Q: 3 clusters Score -919829.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -919829.812500 Penalty: 10289.430664
	Iteration 29F: 3 clusters Score -919829.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 12399 members 
Mstep: Class 3 contains 10498 members 
Mstep: Class 4 contains 27161 members 
Mstep: Class 5 contains 7563 members 
Mstep: Class 6 contains 6050 members 
Mstep: Class 7 contains 35379 members 
Mstep: Class 8 contains 62442 members 
Mstep: Class 9 contains 69304 members 
Mstep: Class 10 contains 15280 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1583 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71240 members 
Mstep: Class 15 contains 619 members 
Mstep: Class 16 contains 141731 members 
Mstep: Class 17 contains 34441 members 
Mstep: Class 18 contains 5962 members 
Mstep: Class 19 contains 7700 members 
Mstep: Class 20 contains 1763 members 
Mstep: Class 21 contains 9514 members 
Mstep: Class 22 contains 49134 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 2795 members 
Mstep: Class 25 contains 13294 members 
Mstep: Class 26 contains 32372 members 
Mstep: Class 27 contains 11719 members 
Mstep: Class 28 contains 52212 members 
Mstep: Class 29 contains 3826 members 
Entering Unmasked Estep 
Score: -157280688.000000 Penalty: 239503.718750
Splitting cluster 15 changes total score from -157280848.000000 to -157280688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (141731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141731 members 
Entering Unmasked Estep 
Score: -31422688.000000 Penalty: 7265.282715
	Iteration 0F: 2 clusters Score -3.142269e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70845 members 
Mstep: Class 2 contains 70886 members 
Entering Unmasked Estep 
Score: -31327276.000000 Penalty: 14530.565430
	Iteration 0F: 3 clusters Score -3.132728e+07 nChanged 65741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71396 members 
Mstep: Class 2 contains 70335 members 
Entering Unmasked Estep 
Score: -31363364.000000 Penalty: 14530.565430
	Iteration 1F: 3 clusters Score -3.136336e+07 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71423 members 
Mstep: Class 2 contains 70308 members 
Entering Unmasked Estep 
Score: -31364672.000000 Penalty: 14530.565430
	Iteration 2Q: 3 clusters Score -3.136467e+07 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71494 members 
Mstep: Class 2 contains 70237 members 
Entering Unmasked Estep 
Score: -31365502.000000 Penalty: 14530.565430
	Iteration 3Q: 3 clusters Score -3.13655e+07 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71690 members 
Mstep: Class 2 contains 70041 members 
Entering Unmasked Estep 
Score: -31366532.000000 Penalty: 14530.565430
	Iteration 4Q: 3 clusters Score -3.136653e+07 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72004 members 
Mstep: Class 2 contains 69727 members 
Entering Unmasked Estep 
Score: -31367406.000000 Penalty: 14530.565430
	Iteration 5Q: 3 clusters Score -3.136741e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72441 members 
Mstep: Class 2 contains 69290 members 
Entering Unmasked Estep 
Score: -31368314.000000 Penalty: 14530.565430
	Iteration 6Q: 3 clusters Score -3.136831e+07 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73086 members 
Mstep: Class 2 contains 68645 members 
Entering Unmasked Estep 
Score: -31369048.000000 Penalty: 14530.565430
	Iteration 7Q: 3 clusters Score -3.136905e+07 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74013 members 
Mstep: Class 2 contains 67718 members 
Entering Unmasked Estep 
Score: -31369866.000000 Penalty: 14530.565430
	Iteration 8Q: 3 clusters Score -3.136987e+07 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75253 members 
Mstep: Class 2 contains 66478 members 
Entering Unmasked Estep 
Score: -31370754.000000 Penalty: 14530.565430
	Iteration 9Q: 3 clusters Score -3.137075e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76941 members 
Mstep: Class 2 contains 64790 members 
Entering Unmasked Estep 
Score: -31371734.000000 Penalty: 14530.565430
	Iteration 10Q: 3 clusters Score -3.137173e+07 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79247 members 
Mstep: Class 2 contains 62484 members 
Entering Unmasked Estep 
Score: -31372748.000000 Penalty: 14530.565430
	Iteration 11Q: 3 clusters Score -3.137275e+07 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82346 members 
Mstep: Class 2 contains 59385 members 
Entering Unmasked Estep 
Score: -31374230.000000 Penalty: 14530.565430
	Iteration 12Q: 3 clusters Score -3.137423e+07 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86594 members 
Mstep: Class 2 contains 55137 members 
Entering Unmasked Estep 
Score: -31376726.000000 Penalty: 14530.565430
	Iteration 13Q: 3 clusters Score -3.137673e+07 nChanged 6440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92108 members 
Mstep: Class 2 contains 49623 members 
Entering Unmasked Estep 
Score: -31380438.000000 Penalty: 14530.565430
	Iteration 14Q: 3 clusters Score -3.138044e+07 nChanged 7377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98705 members 
Mstep: Class 2 contains 43026 members 
Entering Unmasked Estep 
Score: -31385366.000000 Penalty: 14530.565430
	Iteration 15F: 3 clusters Score -3.138537e+07 nChanged 7744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105751 members 
Mstep: Class 2 contains 35980 members 
Entering Unmasked Estep 
Score: -31391164.000000 Penalty: 14530.565430
	Iteration 16F: 3 clusters Score -3.139116e+07 nChanged 7140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112295 members 
Mstep: Class 2 contains 29436 members 
Entering Unmasked Estep 
Score: -31396632.000000 Penalty: 14530.565430
	Iteration 17F: 3 clusters Score -3.139663e+07 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117817 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -31401200.000000 Penalty: 14530.565430
	Iteration 18Q: 3 clusters Score -3.14012e+07 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122249 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -31404496.000000 Penalty: 14530.565430
	Iteration 19Q: 3 clusters Score -3.14045e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125902 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -31406814.000000 Penalty: 14530.565430
	Iteration 20F: 3 clusters Score -3.140681e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128934 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -31408744.000000 Penalty: 14530.565430
	Iteration 21Q: 3 clusters Score -3.140874e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131488 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -31410510.000000 Penalty: 14530.565430
	Iteration 22Q: 3 clusters Score -3.141051e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133589 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -31411914.000000 Penalty: 14530.565430
	Iteration 23Q: 3 clusters Score -3.141191e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135306 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -31412928.000000 Penalty: 14530.565430
	Iteration 24Q: 3 clusters Score -3.141293e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136630 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -31413760.000000 Penalty: 14530.565430
	Iteration 25Q: 3 clusters Score -3.141376e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137651 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -31414428.000000 Penalty: 14530.565430
	Iteration 26Q: 3 clusters Score -3.141443e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138352 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -31414822.000000 Penalty: 14530.565430
	Iteration 27Q: 3 clusters Score -3.141482e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138866 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -31415208.000000 Penalty: 14530.565430
	Iteration 28Q: 3 clusters Score -3.141521e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139236 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -31415432.000000 Penalty: 14530.565430
	Iteration 29Q: 3 clusters Score -3.141543e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139518 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -31415622.000000 Penalty: 14530.565430
	Iteration 30Q: 3 clusters Score -3.141562e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139731 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -31415706.000000 Penalty: 14530.565430
	Iteration 31Q: 3 clusters Score -3.141571e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139904 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -31415772.000000 Penalty: 14530.565430
	Iteration 32Q: 3 clusters Score -3.141577e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140033 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -31415924.000000 Penalty: 14530.565430
	Iteration 33Q: 3 clusters Score -3.141592e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140136 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -31416006.000000 Penalty: 14530.565430
	Iteration 34Q: 3 clusters Score -3.141601e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140210 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -31416060.000000 Penalty: 14530.565430
	Iteration 35Q: 3 clusters Score -3.141606e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140270 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -31416070.000000 Penalty: 14530.565430
	Iteration 36Q: 3 clusters Score -3.141607e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140318 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -31416120.000000 Penalty: 14530.565430
	Iteration 37Q: 3 clusters Score -3.141612e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140352 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -31416170.000000 Penalty: 14530.565430
	Iteration 38Q: 3 clusters Score -3.141617e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140384 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -31416192.000000 Penalty: 14530.565430
	Iteration 39Q: 3 clusters Score -3.141619e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140408 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -31416202.000000 Penalty: 14530.565430
	Iteration 40F: 3 clusters Score -3.14162e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140421 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -31416196.000000 Penalty: 14530.565430
	Iteration 41Q: 3 clusters Score -3.14162e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140435 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -31416190.000000 Penalty: 14530.565430
	Iteration 42Q: 3 clusters Score -3.141619e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140441 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -31416194.000000 Penalty: 14530.565430
	Iteration 43Q: 3 clusters Score -3.141619e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140448 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -31416224.000000 Penalty: 14530.565430
	Iteration 44Q: 3 clusters Score -3.141622e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140455 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -31416228.000000 Penalty: 14530.565430
	Iteration 45Q: 3 clusters Score -3.141623e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140462 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -31416220.000000 Penalty: 14530.565430
	Iteration 46Q: 3 clusters Score -3.141622e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140465 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -31416222.000000 Penalty: 14530.565430
	Iteration 47Q: 3 clusters Score -3.141622e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140467 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -31416240.000000 Penalty: 14530.565430
	Iteration 48Q: 3 clusters Score -3.141624e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140468 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -31416230.000000 Penalty: 14530.565430
	Iteration 49Q: 3 clusters Score -3.141623e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140468 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -31416230.000000 Penalty: 14530.565430
	Iteration 50F: 3 clusters Score -3.141623e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (34441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34441 members 
Entering Unmasked Estep 
Score: -7338404.500000 Penalty: 6398.789551
	Iteration 0F: 2 clusters Score -7338404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -7312841.000000 Penalty: 12797.579102
	Iteration 0F: 3 clusters Score -7312841 nChanged 14722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -7321212.000000 Penalty: 12797.579102
	Iteration 1F: 3 clusters Score -7321212 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -7322967.500000 Penalty: 12797.579102
	Iteration 2F: 3 clusters Score -7322968 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -7324967.500000 Penalty: 12797.579102
	Iteration 3F: 3 clusters Score -7324968 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -7327124.500000 Penalty: 12797.579102
	Iteration 4F: 3 clusters Score -7327124 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -7329055.000000 Penalty: 12797.579102
	Iteration 5F: 3 clusters Score -7329055 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -7330644.000000 Penalty: 12797.579102
	Iteration 6F: 3 clusters Score -7330644 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -7331765.500000 Penalty: 12797.579102
	Iteration 7F: 3 clusters Score -7331766 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -7332548.000000 Penalty: 12797.579102
	Iteration 8Q: 3 clusters Score -7332548 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -7333041.000000 Penalty: 12797.579102
	Iteration 9Q: 3 clusters Score -7333041 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -7333349.000000 Penalty: 12797.579102
	Iteration 10Q: 3 clusters Score -7333349 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -7333600.500000 Penalty: 12797.579102
	Iteration 11Q: 3 clusters Score -7333600 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -7333790.500000 Penalty: 12797.579102
	Iteration 12Q: 3 clusters Score -7333790 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -7333955.500000 Penalty: 12797.579102
	Iteration 13Q: 3 clusters Score -7333956 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -7334046.500000 Penalty: 12797.579102
	Iteration 14Q: 3 clusters Score -7334046 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -7334149.500000 Penalty: 12797.579102
	Iteration 15Q: 3 clusters Score -7334150 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -7334220.000000 Penalty: 12797.579102
	Iteration 16Q: 3 clusters Score -7334220 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -7334333 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -7334399.500000 Penalty: 12797.579102
	Iteration 18Q: 3 clusters Score -7334400 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -7334446.500000 Penalty: 12797.579102
	Iteration 19Q: 3 clusters Score -7334446 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -7334500.500000 Penalty: 12797.579102
	Iteration 20F: 3 clusters Score -7334500 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -7334567 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -7334601.000000 Penalty: 12797.579102
	Iteration 22Q: 3 clusters Score -7334601 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -7334623.000000 Penalty: 12797.579102
	Iteration 23Q: 3 clusters Score -7334623 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -7334670.500000 Penalty: 12797.579102
	Iteration 24Q: 3 clusters Score -7334670 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -7334696.000000 Penalty: 12797.579102
	Iteration 25Q: 3 clusters Score -7334696 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -7334738.500000 Penalty: 12797.579102
	Iteration 26Q: 3 clusters Score -7334738 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -7334772.500000 Penalty: 12797.579102
	Iteration 27Q: 3 clusters Score -7334772 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -7334812.000000 Penalty: 12797.579102
	Iteration 28Q: 3 clusters Score -7334812 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -7334841.000000 Penalty: 12797.579102
	Iteration 29Q: 3 clusters Score -7334841 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -7334889.500000 Penalty: 12797.579102
	Iteration 30Q: 3 clusters Score -7334890 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -7334910.000000 Penalty: 12797.579102
	Iteration 31Q: 3 clusters Score -7334910 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -7334939.500000 Penalty: 12797.579102
	Iteration 32Q: 3 clusters Score -7334940 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -7334950.500000 Penalty: 12797.579102
	Iteration 33Q: 3 clusters Score -7334950 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -7334994.500000 Penalty: 12797.579102
	Iteration 34Q: 3 clusters Score -7334994 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -7335015.500000 Penalty: 12797.579102
	Iteration 35Q: 3 clusters Score -7335016 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -7335059.500000 Penalty: 12797.579102
	Iteration 36Q: 3 clusters Score -7335060 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -7335073.500000 Penalty: 12797.579102
	Iteration 37Q: 3 clusters Score -7335074 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -7335082.500000 Penalty: 12797.579102
	Iteration 38Q: 3 clusters Score -7335082 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -7335097.500000 Penalty: 12797.579102
	Iteration 39Q: 3 clusters Score -7335098 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -7335106.500000 Penalty: 12797.579102
	Iteration 40F: 3 clusters Score -7335106 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -7335130.500000 Penalty: 12797.579102
	Iteration 41Q: 3 clusters Score -7335130 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -7335132.500000 Penalty: 12797.579102
	Iteration 42Q: 3 clusters Score -7335132 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -7335150.000000 Penalty: 12797.579102
	Iteration 43Q: 3 clusters Score -7335150 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -7335143.000000 Penalty: 12797.579102
	Iteration 44Q: 3 clusters Score -7335143 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -7335167.000000 Penalty: 12797.579102
	Iteration 45Q: 3 clusters Score -7335167 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -7335195.000000 Penalty: 12797.579102
	Iteration 46Q: 3 clusters Score -7335195 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -7335178.500000 Penalty: 12797.579102
	Iteration 47Q: 3 clusters Score -7335178 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -7335196.000000 Penalty: 12797.579102
	Iteration 48Q: 3 clusters Score -7335196 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -7335192.000000 Penalty: 12797.579102
	Iteration 49Q: 3 clusters Score -7335192 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -7335210.000000 Penalty: 12797.579102
	Iteration 50Q: 3 clusters Score -7335210 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -7335241.500000 Penalty: 12797.579102
	Iteration 51Q: 3 clusters Score -7335242 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -7335259.500000 Penalty: 12797.579102
	Iteration 52Q: 3 clusters Score -7335260 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -7335247.500000 Penalty: 12797.579102
	Iteration 53Q: 3 clusters Score -7335248 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -7335248.000000 Penalty: 12797.579102
	Iteration 54Q: 3 clusters Score -7335248 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -7335255.500000 Penalty: 12797.579102
	Iteration 55Q: 3 clusters Score -7335256 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -7335262.000000 Penalty: 12797.579102
	Iteration 56Q: 3 clusters Score -7335262 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -7335270.000000 Penalty: 12797.579102
	Iteration 57Q: 3 clusters Score -7335270 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -7335259.000000 Penalty: 12797.579102
	Iteration 58Q: 3 clusters Score -7335259 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -7335278.500000 Penalty: 12797.579102
	Iteration 59Q: 3 clusters Score -7335278 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -7335277.500000 Penalty: 12797.579102
	Iteration 60F: 3 clusters Score -7335278 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -7335270.500000 Penalty: 12797.579102
	Iteration 61Q: 3 clusters Score -7335270 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -7335288.000000 Penalty: 12797.579102
	Iteration 62Q: 3 clusters Score -7335288 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -7335296.000000 Penalty: 12797.579102
	Iteration 63Q: 3 clusters Score -7335296 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -7335304.000000 Penalty: 12797.579102
	Iteration 64Q: 3 clusters Score -7335304 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -7335301.500000 Penalty: 12797.579102
	Iteration 65Q: 3 clusters Score -7335302 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -7335305.500000 Penalty: 12797.579102
	Iteration 66Q: 3 clusters Score -7335306 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -7335305.500000 Penalty: 12797.579102
	Iteration 67Q: 3 clusters Score -7335306 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -7335312.000000 Penalty: 12797.579102
	Iteration 68Q: 3 clusters Score -7335312 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -7335316.000000 Penalty: 12797.579102
	Iteration 69Q: 3 clusters Score -7335316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -7335311.000000 Penalty: 12797.579102
	Iteration 70Q: 3 clusters Score -7335311 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -7335315.500000 Penalty: 12797.579102
	Iteration 71Q: 3 clusters Score -7335316 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -7335331.000000 Penalty: 12797.579102
	Iteration 72Q: 3 clusters Score -7335331 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -7335333.000000 Penalty: 12797.579102
	Iteration 73Q: 3 clusters Score -7335333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -7335325.000000 Penalty: 12797.579102
	Iteration 74Q: 3 clusters Score -7335325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -7335327.000000 Penalty: 12797.579102
	Iteration 75Q: 3 clusters Score -7335327 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -7335327.000000 Penalty: 12797.579102
	Iteration 76Q: 3 clusters Score -7335327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -7335329.500000 Penalty: 12797.579102
	Iteration 77Q: 3 clusters Score -7335330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -7335329.500000 Penalty: 12797.579102
	Iteration 78Q: 3 clusters Score -7335330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -7335324.000000 Penalty: 12797.579102
	Iteration 79Q: 3 clusters Score -7335324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -7335327.500000 Penalty: 12797.579102
	Iteration 80F: 3 clusters Score -7335328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -7335327.000000 Penalty: 12797.579102
	Iteration 81Q: 3 clusters Score -7335327 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -7335322.000000 Penalty: 12797.579102
	Iteration 82Q: 3 clusters Score -7335322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -7335310.000000 Penalty: 12797.579102
	Iteration 83Q: 3 clusters Score -7335310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -7335327.000000 Penalty: 12797.579102
	Iteration 84Q: 3 clusters Score -7335327 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -7335316.500000 Penalty: 12797.579102
	Iteration 85Q: 3 clusters Score -7335316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -7335317.000000 Penalty: 12797.579102
	Iteration 86Q: 3 clusters Score -7335317 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -7335317.000000 Penalty: 12797.579102
	Iteration 87Q: 3 clusters Score -7335317 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -7335317.500000 Penalty: 12797.579102
	Iteration 88Q: 3 clusters Score -7335318 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -7335330.500000 Penalty: 12797.579102
	Iteration 89Q: 3 clusters Score -7335330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -7335325.500000 Penalty: 12797.579102
	Iteration 90Q: 3 clusters Score -7335326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -7335315.000000 Penalty: 12797.579102
	Iteration 91Q: 3 clusters Score -7335315 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7335316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7335316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -7335314.000000 Penalty: 12797.579102
	Iteration 94Q: 3 clusters Score -7335314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7335314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -7335321.500000 Penalty: 12797.579102
	Iteration 96Q: 3 clusters Score -7335322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -7335323.500000 Penalty: 12797.579102
	Iteration 97Q: 3 clusters Score -7335324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -7335323.000000 Penalty: 12797.579102
	Iteration 98Q: 3 clusters Score -7335323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -7335329.000000 Penalty: 12797.579102
	Iteration 99Q: 3 clusters Score -7335329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -7335323.000000 Penalty: 12797.579102
	Iteration 100F: 3 clusters Score -7335323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7335316 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -7335311.500000 Penalty: 12797.579102
	Iteration 102Q: 3 clusters Score -7335312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -7335314.000000 Penalty: 12797.579102
	Iteration 103Q: 3 clusters Score -7335314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -7335319.500000 Penalty: 12797.579102
	Iteration 104Q: 3 clusters Score -7335320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -7335324.500000 Penalty: 12797.579102
	Iteration 105Q: 3 clusters Score -7335324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -7335330.000000 Penalty: 12797.579102
	Iteration 106Q: 3 clusters Score -7335330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -7335333.500000 Penalty: 12797.579102
	Iteration 107Q: 3 clusters Score -7335334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -7335325.000000 Penalty: 12797.579102
	Iteration 108Q: 3 clusters Score -7335325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -7335323.000000 Penalty: 12797.579102
	Iteration 109Q: 3 clusters Score -7335323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -7335319.500000 Penalty: 12797.579102
	Iteration 110Q: 3 clusters Score -7335320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -7335318.500000 Penalty: 12797.579102
	Iteration 111Q: 3 clusters Score -7335318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -7335325.500000 Penalty: 12797.579102
	Iteration 112Q: 3 clusters Score -7335326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -7335325.500000 Penalty: 12797.579102
	Iteration 113F: 3 clusters Score -7335326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Entering Unmasked Estep 
Score: -1281885.375000 Penalty: 5324.561035
	Iteration 0F: 2 clusters Score -1281885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1274150.875000 Penalty: 10649.122070
	Iteration 0F: 3 clusters Score -1274151 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1275514.000000 Penalty: 10649.122070
	Iteration 1F: 3 clusters Score -1275514 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1275878.000000 Penalty: 10649.122070
	Iteration 2F: 3 clusters Score -1275878 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1276080.250000 Penalty: 10649.122070
	Iteration 3Q: 3 clusters Score -1276080 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1276209.500000 Penalty: 10649.122070
	Iteration 4Q: 3 clusters Score -1276210 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1276300.875000 Penalty: 10649.122070
	Iteration 5Q: 3 clusters Score -1276301 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1276392.750000 Penalty: 10649.122070
	Iteration 6Q: 3 clusters Score -1276393 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1276471.375000 Penalty: 10649.122070
	Iteration 7Q: 3 clusters Score -1276471 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1276535.500000 Penalty: 10649.122070
	Iteration 8Q: 3 clusters Score -1276536 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1276587.000000 Penalty: 10649.122070
	Iteration 9Q: 3 clusters Score -1276587 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1276630.125000 Penalty: 10649.122070
	Iteration 10Q: 3 clusters Score -1276630 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1276672.500000 Penalty: 10649.122070
	Iteration 11Q: 3 clusters Score -1276672 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1276705.375000 Penalty: 10649.122070
	Iteration 12Q: 3 clusters Score -1276705 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1276730.000000 Penalty: 10649.122070
	Iteration 13Q: 3 clusters Score -1276730 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1276759.375000 Penalty: 10649.122070
	Iteration 14Q: 3 clusters Score -1276759 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1276788.125000 Penalty: 10649.122070
	Iteration 15Q: 3 clusters Score -1276788 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1276810.000000 Penalty: 10649.122070
	Iteration 16Q: 3 clusters Score -1276810 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1276832.750000 Penalty: 10649.122070
	Iteration 17Q: 3 clusters Score -1276833 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1276847.625000 Penalty: 10649.122070
	Iteration 18Q: 3 clusters Score -1276848 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1276867.500000 Penalty: 10649.122070
	Iteration 19Q: 3 clusters Score -1276868 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1276876.750000 Penalty: 10649.122070
	Iteration 20F: 3 clusters Score -1276877 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1276891.375000 Penalty: 10649.122070
	Iteration 21Q: 3 clusters Score -1276891 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1276905.125000 Penalty: 10649.122070
	Iteration 22Q: 3 clusters Score -1276905 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1276919.000000 Penalty: 10649.122070
	Iteration 23Q: 3 clusters Score -1276919 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1276933.625000 Penalty: 10649.122070
	Iteration 24Q: 3 clusters Score -1276934 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1276941.500000 Penalty: 10649.122070
	Iteration 25Q: 3 clusters Score -1276942 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1276958.625000 Penalty: 10649.122070
	Iteration 26Q: 3 clusters Score -1276959 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1276963.500000 Penalty: 10649.122070
	Iteration 27Q: 3 clusters Score -1276964 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1276972.875000 Penalty: 10649.122070
	Iteration 28Q: 3 clusters Score -1276973 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1276983.000000 Penalty: 10649.122070
	Iteration 29Q: 3 clusters Score -1276983 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1276996.625000 Penalty: 10649.122070
	Iteration 30Q: 3 clusters Score -1276997 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1277009.750000 Penalty: 10649.122070
	Iteration 31Q: 3 clusters Score -1277010 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1277022.625000 Penalty: 10649.122070
	Iteration 32Q: 3 clusters Score -1277023 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1277029.750000 Penalty: 10649.122070
	Iteration 33Q: 3 clusters Score -1277030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1277031.750000 Penalty: 10649.122070
	Iteration 34Q: 3 clusters Score -1277032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1277036.000000 Penalty: 10649.122070
	Iteration 35Q: 3 clusters Score -1277036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1277037.500000 Penalty: 10649.122070
	Iteration 36Q: 3 clusters Score -1277038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1277041.125000 Penalty: 10649.122070
	Iteration 37Q: 3 clusters Score -1277041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1277046.500000 Penalty: 10649.122070
	Iteration 38Q: 3 clusters Score -1277046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1277050.500000 Penalty: 10649.122070
	Iteration 39Q: 3 clusters Score -1277050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1277054.500000 Penalty: 10649.122070
	Iteration 40F: 3 clusters Score -1277054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1277055.250000 Penalty: 10649.122070
	Iteration 41Q: 3 clusters Score -1277055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1277059.125000 Penalty: 10649.122070
	Iteration 42Q: 3 clusters Score -1277059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1277061.250000 Penalty: 10649.122070
	Iteration 43Q: 3 clusters Score -1277061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1277064.625000 Penalty: 10649.122070
	Iteration 44Q: 3 clusters Score -1277065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1277066.000000 Penalty: 10649.122070
	Iteration 45Q: 3 clusters Score -1277066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1277066.000000 Penalty: 10649.122070
	Iteration 46F: 3 clusters Score -1277066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Entering Unmasked Estep 
Score: -1723128.125000 Penalty: 5481.247559
	Iteration 0F: 2 clusters Score -1723128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1714306.875000 Penalty: 10962.495117
	Iteration 0F: 3 clusters Score -1714307 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1715893.875000 Penalty: 10962.495117
	Iteration 1F: 3 clusters Score -1715894 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1716279.000000 Penalty: 10962.495117
	Iteration 2F: 3 clusters Score -1716279 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1716497.125000 Penalty: 10962.495117
	Iteration 3Q: 3 clusters Score -1716497 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1716624.500000 Penalty: 10962.495117
	Iteration 4Q: 3 clusters Score -1716624 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1716723.500000 Penalty: 10962.495117
	Iteration 5Q: 3 clusters Score -1716724 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1716785.500000 Penalty: 10962.495117
	Iteration 6Q: 3 clusters Score -1716786 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1716838.375000 Penalty: 10962.495117
	Iteration 7Q: 3 clusters Score -1716838 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1716877.000000 Penalty: 10962.495117
	Iteration 8Q: 3 clusters Score -1716877 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1716904.875000 Penalty: 10962.495117
	Iteration 9Q: 3 clusters Score -1716905 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1716929.125000 Penalty: 10962.495117
	Iteration 10Q: 3 clusters Score -1716929 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1716955.500000 Penalty: 10962.495117
	Iteration 11Q: 3 clusters Score -1716956 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1716971.625000 Penalty: 10962.495117
	Iteration 12Q: 3 clusters Score -1716972 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1716986.000000 Penalty: 10962.495117
	Iteration 13Q: 3 clusters Score -1716986 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1716999.625000 Penalty: 10962.495117
	Iteration 14Q: 3 clusters Score -1717000 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1717015.125000 Penalty: 10962.495117
	Iteration 15Q: 3 clusters Score -1717015 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1717024.375000 Penalty: 10962.495117
	Iteration 16Q: 3 clusters Score -1717024 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1717031.500000 Penalty: 10962.495117
	Iteration 17Q: 3 clusters Score -1717032 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1717036.000000 Penalty: 10962.495117
	Iteration 18Q: 3 clusters Score -1717036 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1717043.750000 Penalty: 10962.495117
	Iteration 19Q: 3 clusters Score -1717044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1717046.125000 Penalty: 10962.495117
	Iteration 20F: 3 clusters Score -1717046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1717049.125000 Penalty: 10962.495117
	Iteration 21Q: 3 clusters Score -1717049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1717057.000000 Penalty: 10962.495117
	Iteration 22Q: 3 clusters Score -1717057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1717054.500000 Penalty: 10962.495117
	Iteration 23Q: 3 clusters Score -1717054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1717058.375000 Penalty: 10962.495117
	Iteration 24Q: 3 clusters Score -1717058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1717060.125000 Penalty: 10962.495117
	Iteration 25Q: 3 clusters Score -1717060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1717064.875000 Penalty: 10962.495117
	Iteration 26Q: 3 clusters Score -1717065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1717069.750000 Penalty: 10962.495117
	Iteration 27Q: 3 clusters Score -1717070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1717074.250000 Penalty: 10962.495117
	Iteration 28Q: 3 clusters Score -1717074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1717075.375000 Penalty: 10962.495117
	Iteration 29Q: 3 clusters Score -1717075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1717078.500000 Penalty: 10962.495117
	Iteration 30Q: 3 clusters Score -1717078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1717086.500000 Penalty: 10962.495117
	Iteration 31Q: 3 clusters Score -1717086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1717086.125000 Penalty: 10962.495117
	Iteration 32Q: 3 clusters Score -1717086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1717089.125000 Penalty: 10962.495117
	Iteration 33Q: 3 clusters Score -1717089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1717089.500000 Penalty: 10962.495117
	Iteration 34Q: 3 clusters Score -1717090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1717087.375000 Penalty: 10962.495117
	Iteration 35Q: 3 clusters Score -1717087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1717090.250000 Penalty: 10962.495117
	Iteration 36Q: 3 clusters Score -1717090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1717091.125000 Penalty: 10962.495117
	Iteration 37Q: 3 clusters Score -1717091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1717093.250000 Penalty: 10962.495117
	Iteration 38Q: 3 clusters Score -1717093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1717094.375000 Penalty: 10962.495117
	Iteration 39Q: 3 clusters Score -1717094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1717091.750000 Penalty: 10962.495117
	Iteration 40F: 3 clusters Score -1717092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1717095.125000 Penalty: 10962.495117
	Iteration 41Q: 3 clusters Score -1717095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1717095.875000 Penalty: 10962.495117
	Iteration 42Q: 3 clusters Score -1717096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1717095.875000 Penalty: 10962.495117
	Iteration 43F: 3 clusters Score -1717096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -393568.531250 Penalty: 4578.297852
	Iteration 0F: 2 clusters Score -393568.5 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 876 members 
Entering Unmasked Estep 
Score: -388723.687500 Penalty: 9156.595703
	Iteration 0F: 3 clusters Score -388723.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -389197.187500 Penalty: 9156.595703
	Iteration 1F: 3 clusters Score -389197.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -389334.468750 Penalty: 9156.595703
	Iteration 2Q: 3 clusters Score -389334.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -389397.531250 Penalty: 9156.595703
	Iteration 3Q: 3 clusters Score -389397.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -389434.812500 Penalty: 9156.595703
	Iteration 4Q: 3 clusters Score -389434.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -389457.250000 Penalty: 9156.595703
	Iteration 5Q: 3 clusters Score -389457.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -389474.093750 Penalty: 9156.595703
	Iteration 6Q: 3 clusters Score -389474.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -389482.218750 Penalty: 9156.595703
	Iteration 7Q: 3 clusters Score -389482.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -389485.000000 Penalty: 9156.595703
	Iteration 8Q: 3 clusters Score -389485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -389485.000000 Penalty: 9156.595703
	Iteration 9F: 3 clusters Score -389485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Entering Unmasked Estep 
Score: -2055668.250000 Penalty: 5610.818359
	Iteration 0F: 2 clusters Score -2055668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -2045686.500000 Penalty: 11221.636719
	Iteration 0F: 3 clusters Score -2045686 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -2047763.500000 Penalty: 11221.636719
	Iteration 1F: 3 clusters Score -2047764 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -2048319.500000 Penalty: 11221.636719
	Iteration 2F: 3 clusters Score -2048320 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -2048751.250000 Penalty: 11221.636719
	Iteration 3F: 3 clusters Score -2048751 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -2049192.500000 Penalty: 11221.636719
	Iteration 4Q: 3 clusters Score -2049192 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -2049561.875000 Penalty: 11221.636719
	Iteration 5Q: 3 clusters Score -2049562 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -2049801.875000 Penalty: 11221.636719
	Iteration 6Q: 3 clusters Score -2049802 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -2049972.875000 Penalty: 11221.636719
	Iteration 7Q: 3 clusters Score -2049973 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -2050106.125000 Penalty: 11221.636719
	Iteration 8Q: 3 clusters Score -2050106 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -2050202.000000 Penalty: 11221.636719
	Iteration 9Q: 3 clusters Score -2050202 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -2050286.750000 Penalty: 11221.636719
	Iteration 10Q: 3 clusters Score -2050287 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -2050375.000000 Penalty: 11221.636719
	Iteration 11Q: 3 clusters Score -2050375 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -2050443.500000 Penalty: 11221.636719
	Iteration 12Q: 3 clusters Score -2050444 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -2050500.125000 Penalty: 11221.636719
	Iteration 13Q: 3 clusters Score -2050500 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -2050544.375000 Penalty: 11221.636719
	Iteration 14Q: 3 clusters Score -2050544 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -2050597.375000 Penalty: 11221.636719
	Iteration 15Q: 3 clusters Score -2050597 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -2050637.875000 Penalty: 11221.636719
	Iteration 16Q: 3 clusters Score -2050638 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -2050670.875000 Penalty: 11221.636719
	Iteration 17Q: 3 clusters Score -2050671 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -2050708.125000 Penalty: 11221.636719
	Iteration 18Q: 3 clusters Score -2050708 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -2050744.250000 Penalty: 11221.636719
	Iteration 19Q: 3 clusters Score -2050744 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -2050780.625000 Penalty: 11221.636719
	Iteration 20F: 3 clusters Score -2050781 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -2050819.000000 Penalty: 11221.636719
	Iteration 21Q: 3 clusters Score -2050819 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -2050849.125000 Penalty: 11221.636719
	Iteration 22Q: 3 clusters Score -2050849 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -2050891.500000 Penalty: 11221.636719
	Iteration 23Q: 3 clusters Score -2050892 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -2050936.125000 Penalty: 11221.636719
	Iteration 24Q: 3 clusters Score -2050936 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -2050993.625000 Penalty: 11221.636719
	Iteration 25Q: 3 clusters Score -2050994 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -2051041.250000 Penalty: 11221.636719
	Iteration 26Q: 3 clusters Score -2051041 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -2051094.750000 Penalty: 11221.636719
	Iteration 27Q: 3 clusters Score -2051095 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -2051142.625000 Penalty: 11221.636719
	Iteration 28Q: 3 clusters Score -2051143 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -2051186.250000 Penalty: 11221.636719
	Iteration 29Q: 3 clusters Score -2051186 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -2051234.875000 Penalty: 11221.636719
	Iteration 30Q: 3 clusters Score -2051235 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -2051286.250000 Penalty: 11221.636719
	Iteration 31Q: 3 clusters Score -2051286 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -2051353.375000 Penalty: 11221.636719
	Iteration 32Q: 3 clusters Score -2051353 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -2051427.375000 Penalty: 11221.636719
	Iteration 33Q: 3 clusters Score -2051427 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -2051486.750000 Penalty: 11221.636719
	Iteration 34Q: 3 clusters Score -2051487 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -2051554.625000 Penalty: 11221.636719
	Iteration 35Q: 3 clusters Score -2051555 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -2051625.625000 Penalty: 11221.636719
	Iteration 36Q: 3 clusters Score -2051626 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -2051693.375000 Penalty: 11221.636719
	Iteration 37Q: 3 clusters Score -2051693 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -2051771.125000 Penalty: 11221.636719
	Iteration 38Q: 3 clusters Score -2051771 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -2051847.000000 Penalty: 11221.636719
	Iteration 39Q: 3 clusters Score -2051847 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -2051910.125000 Penalty: 11221.636719
	Iteration 40F: 3 clusters Score -2051910 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -2051949.000000 Penalty: 11221.636719
	Iteration 41Q: 3 clusters Score -2051949 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -2051977.625000 Penalty: 11221.636719
	Iteration 42Q: 3 clusters Score -2051978 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2052009.000000 Penalty: 11221.636719
	Iteration 43Q: 3 clusters Score -2052009 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -2052029.625000 Penalty: 11221.636719
	Iteration 44Q: 3 clusters Score -2052030 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -2052054.625000 Penalty: 11221.636719
	Iteration 45Q: 3 clusters Score -2052055 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -2052077.250000 Penalty: 11221.636719
	Iteration 46Q: 3 clusters Score -2052077 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -2052102.000000 Penalty: 11221.636719
	Iteration 47Q: 3 clusters Score -2052102 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -2052121.625000 Penalty: 11221.636719
	Iteration 48Q: 3 clusters Score -2052122 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -2052140.000000 Penalty: 11221.636719
	Iteration 49Q: 3 clusters Score -2052140 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -2052162.750000 Penalty: 11221.636719
	Iteration 50Q: 3 clusters Score -2052163 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -2052170.625000 Penalty: 11221.636719
	Iteration 51Q: 3 clusters Score -2052171 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -2052181.500000 Penalty: 11221.636719
	Iteration 52Q: 3 clusters Score -2052182 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2052206.625000 Penalty: 11221.636719
	Iteration 53Q: 3 clusters Score -2052207 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2052215.375000 Penalty: 11221.636719
	Iteration 54Q: 3 clusters Score -2052215 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2052232.625000 Penalty: 11221.636719
	Iteration 55Q: 3 clusters Score -2052233 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2052244.500000 Penalty: 11221.636719
	Iteration 56Q: 3 clusters Score -2052244 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2052254.750000 Penalty: 11221.636719
	Iteration 57Q: 3 clusters Score -2052255 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -2052265.625000 Penalty: 11221.636719
	Iteration 58Q: 3 clusters Score -2052266 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2052277.375000 Penalty: 11221.636719
	Iteration 59Q: 3 clusters Score -2052277 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -2052282.625000 Penalty: 11221.636719
	Iteration 60F: 3 clusters Score -2052283 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -2052286.250000 Penalty: 11221.636719
	Iteration 61Q: 3 clusters Score -2052286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -2052294.875000 Penalty: 11221.636719
	Iteration 62Q: 3 clusters Score -2052295 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2052303.000000 Penalty: 11221.636719
	Iteration 63Q: 3 clusters Score -2052303 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2052309.125000 Penalty: 11221.636719
	Iteration 64Q: 3 clusters Score -2052309 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2052314.500000 Penalty: 11221.636719
	Iteration 65Q: 3 clusters Score -2052314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2052319.125000 Penalty: 11221.636719
	Iteration 66Q: 3 clusters Score -2052319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2052322.250000 Penalty: 11221.636719
	Iteration 67Q: 3 clusters Score -2052322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2052329.000000 Penalty: 11221.636719
	Iteration 68Q: 3 clusters Score -2052329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2052333.250000 Penalty: 11221.636719
	Iteration 69Q: 3 clusters Score -2052333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2052335.875000 Penalty: 11221.636719
	Iteration 70Q: 3 clusters Score -2052336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2052338.375000 Penalty: 11221.636719
	Iteration 71Q: 3 clusters Score -2052338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2052341.125000 Penalty: 11221.636719
	Iteration 72Q: 3 clusters Score -2052341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -2052337.625000 Penalty: 11221.636719
	Iteration 73Q: 3 clusters Score -2052338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2052340.000000 Penalty: 11221.636719
	Iteration 74Q: 3 clusters Score -2052340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2052340.625000 Penalty: 11221.636719
	Iteration 75Q: 3 clusters Score -2052341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2052339.250000 Penalty: 11221.636719
	Iteration 76Q: 3 clusters Score -2052339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2052341.875000 Penalty: 11221.636719
	Iteration 77Q: 3 clusters Score -2052342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2052342.750000 Penalty: 11221.636719
	Iteration 78Q: 3 clusters Score -2052343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2052342.750000 Penalty: 11221.636719
	Iteration 79Q: 3 clusters Score -2052343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2052342.625000 Penalty: 11221.636719
	Iteration 80F: 3 clusters Score -2052343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2052344.875000 Penalty: 11221.636719
	Iteration 81Q: 3 clusters Score -2052345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2052341.125000 Penalty: 11221.636719
	Iteration 82Q: 3 clusters Score -2052341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2052351.000000 Penalty: 11221.636719
	Iteration 83Q: 3 clusters Score -2052351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2052357.250000 Penalty: 11221.636719
	Iteration 84Q: 3 clusters Score -2052357 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2052363.750000 Penalty: 11221.636719
	Iteration 85Q: 3 clusters Score -2052364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2052372.250000 Penalty: 11221.636719
	Iteration 86Q: 3 clusters Score -2052372 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2052379.000000 Penalty: 11221.636719
	Iteration 87Q: 3 clusters Score -2052379 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2052387.125000 Penalty: 11221.636719
	Iteration 88Q: 3 clusters Score -2052387 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2052392.750000 Penalty: 11221.636719
	Iteration 89Q: 3 clusters Score -2052393 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2052399.250000 Penalty: 11221.636719
	Iteration 90Q: 3 clusters Score -2052399 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2052400.625000 Penalty: 11221.636719
	Iteration 91Q: 3 clusters Score -2052401 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -2052414.000000 Penalty: 11221.636719
	Iteration 92Q: 3 clusters Score -2052414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2052418.000000 Penalty: 11221.636719
	Iteration 93Q: 3 clusters Score -2052418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2052425.875000 Penalty: 11221.636719
	Iteration 94Q: 3 clusters Score -2052426 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2052440.625000 Penalty: 11221.636719
	Iteration 95Q: 3 clusters Score -2052441 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2052444.750000 Penalty: 11221.636719
	Iteration 96Q: 3 clusters Score -2052445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2052451.250000 Penalty: 11221.636719
	Iteration 97Q: 3 clusters Score -2052451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2052461.250000 Penalty: 11221.636719
	Iteration 98Q: 3 clusters Score -2052461 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2052468.875000 Penalty: 11221.636719
	Iteration 99Q: 3 clusters Score -2052469 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2052478.250000 Penalty: 11221.636719
	Iteration 100F: 3 clusters Score -2052478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2052479.625000 Penalty: 11221.636719
	Iteration 101Q: 3 clusters Score -2052480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2052488.500000 Penalty: 11221.636719
	Iteration 102Q: 3 clusters Score -2052488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2052493.375000 Penalty: 11221.636719
	Iteration 103Q: 3 clusters Score -2052493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2052498.625000 Penalty: 11221.636719
	Iteration 104Q: 3 clusters Score -2052499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2052499.375000 Penalty: 11221.636719
	Iteration 105Q: 3 clusters Score -2052499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2052503.750000 Penalty: 11221.636719
	Iteration 106Q: 3 clusters Score -2052504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2052506.625000 Penalty: 11221.636719
	Iteration 107Q: 3 clusters Score -2052507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2052511.500000 Penalty: 11221.636719
	Iteration 108Q: 3 clusters Score -2052512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2052520.000000 Penalty: 11221.636719
	Iteration 109Q: 3 clusters Score -2052520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2052518.000000 Penalty: 11221.636719
	Iteration 110Q: 3 clusters Score -2052518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2052522.250000 Penalty: 11221.636719
	Iteration 111Q: 3 clusters Score -2052522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2052524.750000 Penalty: 11221.636719
	Iteration 112Q: 3 clusters Score -2052525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2052525.375000 Penalty: 11221.636719
	Iteration 113Q: 3 clusters Score -2052525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2052525.375000 Penalty: 11221.636719
	Iteration 114F: 3 clusters Score -2052525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (49134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49134 members 
Entering Unmasked Estep 
Score: -10979638.000000 Penalty: 6616.412598
	Iteration 0F: 2 clusters Score -1.097964e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -10944459.000000 Penalty: 13232.825195
	Iteration 0F: 3 clusters Score -1.094446e+07 nChanged 21710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 24568 members 
Entering Unmasked Estep 
Score: -10955840.000000 Penalty: 13232.825195
	Iteration 1F: 3 clusters Score -1.095584e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24405 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -10956661.000000 Penalty: 13232.825195
	Iteration 2F: 3 clusters Score -1.095666e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -10957319.000000 Penalty: 13232.825195
	Iteration 3Q: 3 clusters Score -1.095732e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 25231 members 
Entering Unmasked Estep 
Score: -10957857.000000 Penalty: 13232.825195
	Iteration 4Q: 3 clusters Score -1.095786e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -10958430.000000 Penalty: 13232.825195
	Iteration 5Q: 3 clusters Score -1.095843e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 25864 members 
Entering Unmasked Estep 
Score: -10959185.000000 Penalty: 13232.825195
	Iteration 6Q: 3 clusters Score -1.095918e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 26253 members 
Entering Unmasked Estep 
Score: -10960001.000000 Penalty: 13232.825195
	Iteration 7Q: 3 clusters Score -1.096e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 26649 members 
Entering Unmasked Estep 
Score: -10960991.000000 Penalty: 13232.825195
	Iteration 8Q: 3 clusters Score -1.096099e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 27147 members 
Entering Unmasked Estep 
Score: -10962058.000000 Penalty: 13232.825195
	Iteration 9Q: 3 clusters Score -1.096206e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 27770 members 
Entering Unmasked Estep 
Score: -10963226.000000 Penalty: 13232.825195
	Iteration 10Q: 3 clusters Score -1.096323e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 28648 members 
Entering Unmasked Estep 
Score: -10964448.000000 Penalty: 13232.825195
	Iteration 11Q: 3 clusters Score -1.096445e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 29767 members 
Entering Unmasked Estep 
Score: -10965787.000000 Penalty: 13232.825195
	Iteration 12Q: 3 clusters Score -1.096579e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 31161 members 
Entering Unmasked Estep 
Score: -10967228.000000 Penalty: 13232.825195
	Iteration 13F: 3 clusters Score -1.096723e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 32724 members 
Entering Unmasked Estep 
Score: -10968937.000000 Penalty: 13232.825195
	Iteration 14F: 3 clusters Score -1.096894e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 34417 members 
Entering Unmasked Estep 
Score: -10971008.000000 Penalty: 13232.825195
	Iteration 15F: 3 clusters Score -1.097101e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 36002 members 
Entering Unmasked Estep 
Score: -10973088.000000 Penalty: 13232.825195
	Iteration 16Q: 3 clusters Score -1.097309e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 37195 members 
Entering Unmasked Estep 
Score: -10974597.000000 Penalty: 13232.825195
	Iteration 17Q: 3 clusters Score -1.09746e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 37953 members 
Entering Unmasked Estep 
Score: -10975747.000000 Penalty: 13232.825195
	Iteration 18Q: 3 clusters Score -1.097575e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 38475 members 
Entering Unmasked Estep 
Score: -10976797.000000 Penalty: 13232.825195
	Iteration 19Q: 3 clusters Score -1.09768e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 38872 members 
Entering Unmasked Estep 
Score: -10977476.000000 Penalty: 13232.825195
	Iteration 20F: 3 clusters Score -1.097748e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 39172 members 
Entering Unmasked Estep 
Score: -10977949.000000 Penalty: 13232.825195
	Iteration 21Q: 3 clusters Score -1.097795e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 39410 members 
Entering Unmasked Estep 
Score: -10978304.000000 Penalty: 13232.825195
	Iteration 22Q: 3 clusters Score -1.09783e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 39586 members 
Entering Unmasked Estep 
Score: -10978496.000000 Penalty: 13232.825195
	Iteration 23Q: 3 clusters Score -1.09785e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 39721 members 
Entering Unmasked Estep 
Score: -10978623.000000 Penalty: 13232.825195
	Iteration 24Q: 3 clusters Score -1.097862e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 39842 members 
Entering Unmasked Estep 
Score: -10978706.000000 Penalty: 13232.825195
	Iteration 25Q: 3 clusters Score -1.097871e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 39939 members 
Entering Unmasked Estep 
Score: -10978744.000000 Penalty: 13232.825195
	Iteration 26Q: 3 clusters Score -1.097874e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 40003 members 
Entering Unmasked Estep 
Score: -10978789.000000 Penalty: 13232.825195
	Iteration 27Q: 3 clusters Score -1.097879e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 40062 members 
Entering Unmasked Estep 
Score: -10978834.000000 Penalty: 13232.825195
	Iteration 28Q: 3 clusters Score -1.097883e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 40097 members 
Entering Unmasked Estep 
Score: -10978869.000000 Penalty: 13232.825195
	Iteration 29Q: 3 clusters Score -1.097887e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 40118 members 
Entering Unmasked Estep 
Score: -10978855.000000 Penalty: 13232.825195
	Iteration 30Q: 3 clusters Score -1.097886e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 40142 members 
Entering Unmasked Estep 
Score: -10978872.000000 Penalty: 13232.825195
	Iteration 31Q: 3 clusters Score -1.097887e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 40165 members 
Entering Unmasked Estep 
Score: -10978855.000000 Penalty: 13232.825195
	Iteration 32Q: 3 clusters Score -1.097886e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 40178 members 
Entering Unmasked Estep 
Score: -10978850.000000 Penalty: 13232.825195
	Iteration 33Q: 3 clusters Score -1.097885e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 40199 members 
Entering Unmasked Estep 
Score: -10978845.000000 Penalty: 13232.825195
	Iteration 34Q: 3 clusters Score -1.097884e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 40219 members 
Entering Unmasked Estep 
Score: -10978844.000000 Penalty: 13232.825195
	Iteration 35Q: 3 clusters Score -1.097884e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 40237 members 
Entering Unmasked Estep 
Score: -10978837.000000 Penalty: 13232.825195
	Iteration 36Q: 3 clusters Score -1.097884e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 40252 members 
Entering Unmasked Estep 
Score: -10978853.000000 Penalty: 13232.825195
	Iteration 37Q: 3 clusters Score -1.097885e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 40261 members 
Entering Unmasked Estep 
Score: -10978853.000000 Penalty: 13232.825195
	Iteration 38Q: 3 clusters Score -1.097885e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 40270 members 
Entering Unmasked Estep 
Score: -10978859.000000 Penalty: 13232.825195
	Iteration 39Q: 3 clusters Score -1.097886e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 40284 members 
Entering Unmasked Estep 
Score: -10978872.000000 Penalty: 13232.825195
	Iteration 40F: 3 clusters Score -1.097887e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 40296 members 
Entering Unmasked Estep 
Score: -10978858.000000 Penalty: 13232.825195
	Iteration 41Q: 3 clusters Score -1.097886e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 40306 members 
Entering Unmasked Estep 
Score: -10978875.000000 Penalty: 13232.825195
	Iteration 42Q: 3 clusters Score -1.097888e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 40319 members 
Entering Unmasked Estep 
Score: -10978864.000000 Penalty: 13232.825195
	Iteration 43Q: 3 clusters Score -1.097886e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 40331 members 
Entering Unmasked Estep 
Score: -10978873.000000 Penalty: 13232.825195
	Iteration 44Q: 3 clusters Score -1.097887e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 40337 members 
Entering Unmasked Estep 
Score: -10978868.000000 Penalty: 13232.825195
	Iteration 45Q: 3 clusters Score -1.097887e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 40346 members 
Entering Unmasked Estep 
Score: -10978862.000000 Penalty: 13232.825195
	Iteration 46Q: 3 clusters Score -1.097886e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 40354 members 
Entering Unmasked Estep 
Score: -10978883.000000 Penalty: 13232.825195
	Iteration 47Q: 3 clusters Score -1.097888e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 40358 members 
Entering Unmasked Estep 
Score: -10978867.000000 Penalty: 13232.825195
	Iteration 48Q: 3 clusters Score -1.097887e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 40361 members 
Entering Unmasked Estep 
Score: -10978877.000000 Penalty: 13232.825195
	Iteration 49Q: 3 clusters Score -1.097888e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 40366 members 
Entering Unmasked Estep 
Score: -10978887.000000 Penalty: 13232.825195
	Iteration 50Q: 3 clusters Score -1.097889e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 40369 members 
Entering Unmasked Estep 
Score: -10978881.000000 Penalty: 13232.825195
	Iteration 51Q: 3 clusters Score -1.097888e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 40370 members 
Entering Unmasked Estep 
Score: -10978891.000000 Penalty: 13232.825195
	Iteration 52Q: 3 clusters Score -1.097889e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 40373 members 
Entering Unmasked Estep 
Score: -10978889.000000 Penalty: 13232.825195
	Iteration 53Q: 3 clusters Score -1.097889e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 40377 members 
Entering Unmasked Estep 
Score: -10978893.000000 Penalty: 13232.825195
	Iteration 54Q: 3 clusters Score -1.097889e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 40385 members 
Entering Unmasked Estep 
Score: -10978880.000000 Penalty: 13232.825195
	Iteration 55Q: 3 clusters Score -1.097888e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 40396 members 
Entering Unmasked Estep 
Score: -10978884.000000 Penalty: 13232.825195
	Iteration 56Q: 3 clusters Score -1.097888e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 40404 members 
Entering Unmasked Estep 
Score: -10978887.000000 Penalty: 13232.825195
	Iteration 57Q: 3 clusters Score -1.097889e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 40419 members 
Entering Unmasked Estep 
Score: -10978895.000000 Penalty: 13232.825195
	Iteration 58Q: 3 clusters Score -1.09789e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 40434 members 
Entering Unmasked Estep 
Score: -10978890.000000 Penalty: 13232.825195
	Iteration 59Q: 3 clusters Score -1.097889e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 40440 members 
Entering Unmasked Estep 
Score: -10978886.000000 Penalty: 13232.825195
	Iteration 60F: 3 clusters Score -1.097889e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 40445 members 
Entering Unmasked Estep 
Score: -10978879.000000 Penalty: 13232.825195
	Iteration 61Q: 3 clusters Score -1.097888e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 40452 members 
Entering Unmasked Estep 
Score: -10978891.000000 Penalty: 13232.825195
	Iteration 62Q: 3 clusters Score -1.097889e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 40460 members 
Entering Unmasked Estep 
Score: -10978899.000000 Penalty: 13232.825195
	Iteration 63Q: 3 clusters Score -1.09789e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 40474 members 
Entering Unmasked Estep 
Score: -10978885.000000 Penalty: 13232.825195
	Iteration 64Q: 3 clusters Score -1.097888e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 40496 members 
Entering Unmasked Estep 
Score: -10978901.000000 Penalty: 13232.825195
	Iteration 65Q: 3 clusters Score -1.09789e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 40512 members 
Entering Unmasked Estep 
Score: -10978899.000000 Penalty: 13232.825195
	Iteration 66Q: 3 clusters Score -1.09789e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 40522 members 
Entering Unmasked Estep 
Score: -10978896.000000 Penalty: 13232.825195
	Iteration 67Q: 3 clusters Score -1.09789e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 40532 members 
Entering Unmasked Estep 
Score: -10978890.000000 Penalty: 13232.825195
	Iteration 68Q: 3 clusters Score -1.097889e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 40536 members 
Entering Unmasked Estep 
Score: -10978870.000000 Penalty: 13232.825195
	Iteration 69Q: 3 clusters Score -1.097887e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 40543 members 
Entering Unmasked Estep 
Score: -10978874.000000 Penalty: 13232.825195
	Iteration 70Q: 3 clusters Score -1.097887e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 40552 members 
Entering Unmasked Estep 
Score: -10978864.000000 Penalty: 13232.825195
	Iteration 71Q: 3 clusters Score -1.097886e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 40560 members 
Entering Unmasked Estep 
Score: -10978883.000000 Penalty: 13232.825195
	Iteration 72Q: 3 clusters Score -1.097888e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 40569 members 
Entering Unmasked Estep 
Score: -10978886.000000 Penalty: 13232.825195
	Iteration 73Q: 3 clusters Score -1.097889e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 40578 members 
Entering Unmasked Estep 
Score: -10978897.000000 Penalty: 13232.825195
	Iteration 74Q: 3 clusters Score -1.09789e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 40584 members 
Entering Unmasked Estep 
Score: -10978877.000000 Penalty: 13232.825195
	Iteration 75Q: 3 clusters Score -1.097888e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 40590 members 
Entering Unmasked Estep 
Score: -10978867.000000 Penalty: 13232.825195
	Iteration 76Q: 3 clusters Score -1.097887e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 40598 members 
Entering Unmasked Estep 
Score: -10978896.000000 Penalty: 13232.825195
	Iteration 77Q: 3 clusters Score -1.09789e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 40609 members 
Entering Unmasked Estep 
Score: -10978898.000000 Penalty: 13232.825195
	Iteration 78Q: 3 clusters Score -1.09789e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 40622 members 
Entering Unmasked Estep 
Score: -10978891.000000 Penalty: 13232.825195
	Iteration 79Q: 3 clusters Score -1.097889e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 40636 members 
Entering Unmasked Estep 
Score: -10978899.000000 Penalty: 13232.825195
	Iteration 80F: 3 clusters Score -1.09789e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 40643 members 
Entering Unmasked Estep 
Score: -10978900.000000 Penalty: 13232.825195
	Iteration 81Q: 3 clusters Score -1.09789e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 40655 members 
Entering Unmasked Estep 
Score: -10978908.000000 Penalty: 13232.825195
	Iteration 82Q: 3 clusters Score -1.097891e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 40669 members 
Entering Unmasked Estep 
Score: -10978899.000000 Penalty: 13232.825195
	Iteration 83Q: 3 clusters Score -1.09789e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 40683 members 
Entering Unmasked Estep 
Score: -10978912.000000 Penalty: 13232.825195
	Iteration 84Q: 3 clusters Score -1.097891e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 40691 members 
Entering Unmasked Estep 
Score: -10978899.000000 Penalty: 13232.825195
	Iteration 85Q: 3 clusters Score -1.09789e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 40697 members 
Entering Unmasked Estep 
Score: -10978895.000000 Penalty: 13232.825195
	Iteration 86Q: 3 clusters Score -1.09789e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 40701 members 
Entering Unmasked Estep 
Score: -10978887.000000 Penalty: 13232.825195
	Iteration 87Q: 3 clusters Score -1.097889e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 40704 members 
Entering Unmasked Estep 
Score: -10978900.000000 Penalty: 13232.825195
	Iteration 88Q: 3 clusters Score -1.09789e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 40708 members 
Entering Unmasked Estep 
Score: -10978898.000000 Penalty: 13232.825195
	Iteration 89Q: 3 clusters Score -1.09789e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 40711 members 
Entering Unmasked Estep 
Score: -10978899.000000 Penalty: 13232.825195
	Iteration 90Q: 3 clusters Score -1.09789e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 40714 members 
Entering Unmasked Estep 
Score: -10978903.000000 Penalty: 13232.825195
	Iteration 91Q: 3 clusters Score -1.09789e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 40718 members 
Entering Unmasked Estep 
Score: -10978890.000000 Penalty: 13232.825195
	Iteration 92Q: 3 clusters Score -1.097889e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 40724 members 
Entering Unmasked Estep 
Score: -10978889.000000 Penalty: 13232.825195
	Iteration 93Q: 3 clusters Score -1.097889e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 40725 members 
Entering Unmasked Estep 
Score: -10978889.000000 Penalty: 13232.825195
	Iteration 94Q: 3 clusters Score -1.097889e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 40726 members 
Entering Unmasked Estep 
Score: -10978896.000000 Penalty: 13232.825195
	Iteration 95Q: 3 clusters Score -1.09789e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 40727 members 
Entering Unmasked Estep 
Score: -10978899.000000 Penalty: 13232.825195
	Iteration 96Q: 3 clusters Score -1.09789e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 40728 members 
Entering Unmasked Estep 
Score: -10978902.000000 Penalty: 13232.825195
	Iteration 97Q: 3 clusters Score -1.09789e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 40728 members 
Entering Unmasked Estep 
Score: -10978902.000000 Penalty: 13232.825195
	Iteration 98Q: 3 clusters Score -1.09789e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 40727 members 
Entering Unmasked Estep 
Score: -10978888.000000 Penalty: 13232.825195
	Iteration 99Q: 3 clusters Score -1.097889e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 40727 members 
Entering Unmasked Estep 
Score: -10978888.000000 Penalty: 13232.825195
	Iteration 100F: 3 clusters Score -1.097889e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Entering Unmasked Estep 
Score: -287337.500000 Penalty: 4417.078613
	Iteration 0F: 2 clusters Score -287337.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -283127.812500 Penalty: 8834.157227
	Iteration 0F: 3 clusters Score -283127.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -283889.718750 Penalty: 8834.157227
	Iteration 1F: 3 clusters Score -283889.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -284695.531250 Penalty: 8834.157227
	Iteration 2F: 3 clusters Score -284695.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -285246.156250 Penalty: 8834.157227
	Iteration 3F: 3 clusters Score -285246.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -285701.781250 Penalty: 8834.157227
	Iteration 4F: 3 clusters Score -285701.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -285895.656250 Penalty: 8834.157227
	Iteration 5Q: 3 clusters Score -285895.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -285950.937500 Penalty: 8834.157227
	Iteration 6Q: 3 clusters Score -285950.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -286001.625000 Penalty: 8834.157227
	Iteration 7Q: 3 clusters Score -286001.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -286021.312500 Penalty: 8834.157227
	Iteration 8Q: 3 clusters Score -286021.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -286040.531250 Penalty: 8834.157227
	Iteration 9Q: 3 clusters Score -286040.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -286054.125000 Penalty: 8834.157227
	Iteration 10Q: 3 clusters Score -286054.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -286061.000000 Penalty: 8834.157227
	Iteration 11Q: 3 clusters Score -286061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -286063.156250 Penalty: 8834.157227
	Iteration 12Q: 3 clusters Score -286063.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -286063.156250 Penalty: 8834.157227
	Iteration 13F: 3 clusters Score -286063.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Entering Unmasked Estep 
Score: -605681.375000 Penalty: 4860.547363
	Iteration 0F: 2 clusters Score -605681.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -600093.812500 Penalty: 9721.094727
	Iteration 0F: 3 clusters Score -600093.8 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -600890.250000 Penalty: 9721.094727
	Iteration 1F: 3 clusters Score -600890.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -601117.375000 Penalty: 9721.094727
	Iteration 2F: 3 clusters Score -601117.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -601223.812500 Penalty: 9721.094727
	Iteration 3Q: 3 clusters Score -601223.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -601282.812500 Penalty: 9721.094727
	Iteration 4Q: 3 clusters Score -601282.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -601322.000000 Penalty: 9721.094727
	Iteration 5Q: 3 clusters Score -601322 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -601343.375000 Penalty: 9721.094727
	Iteration 6Q: 3 clusters Score -601343.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -601368.500000 Penalty: 9721.094727
	Iteration 7Q: 3 clusters Score -601368.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -601387.812500 Penalty: 9721.094727
	Iteration 8Q: 3 clusters Score -601387.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -601403.437500 Penalty: 9721.094727
	Iteration 9Q: 3 clusters Score -601403.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -601422.312500 Penalty: 9721.094727
	Iteration 10Q: 3 clusters Score -601422.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -601435.125000 Penalty: 9721.094727
	Iteration 11Q: 3 clusters Score -601435.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -601444.437500 Penalty: 9721.094727
	Iteration 12Q: 3 clusters Score -601444.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -601451.312500 Penalty: 9721.094727
	Iteration 13Q: 3 clusters Score -601451.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -601460.312500 Penalty: 9721.094727
	Iteration 14Q: 3 clusters Score -601460.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -601470.875000 Penalty: 9721.094727
	Iteration 15Q: 3 clusters Score -601470.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -601480.937500 Penalty: 9721.094727
	Iteration 16Q: 3 clusters Score -601480.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -601499.875000 Penalty: 9721.094727
	Iteration 17Q: 3 clusters Score -601499.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -601512.625000 Penalty: 9721.094727
	Iteration 18Q: 3 clusters Score -601512.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -601530.062500 Penalty: 9721.094727
	Iteration 19Q: 3 clusters Score -601530.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -601550.312500 Penalty: 9721.094727
	Iteration 20F: 3 clusters Score -601550.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -601575.812500 Penalty: 9721.094727
	Iteration 21Q: 3 clusters Score -601575.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -601607.500000 Penalty: 9721.094727
	Iteration 22Q: 3 clusters Score -601607.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -601630.250000 Penalty: 9721.094727
	Iteration 23Q: 3 clusters Score -601630.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -601667.000000 Penalty: 9721.094727
	Iteration 24Q: 3 clusters Score -601667 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -601700.437500 Penalty: 9721.094727
	Iteration 25Q: 3 clusters Score -601700.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -601739.812500 Penalty: 9721.094727
	Iteration 26Q: 3 clusters Score -601739.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -601775.187500 Penalty: 9721.094727
	Iteration 27Q: 3 clusters Score -601775.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -601821.375000 Penalty: 9721.094727
	Iteration 28Q: 3 clusters Score -601821.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -601867.812500 Penalty: 9721.094727
	Iteration 29Q: 3 clusters Score -601867.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -601942.937500 Penalty: 9721.094727
	Iteration 30Q: 3 clusters Score -601942.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -602010.312500 Penalty: 9721.094727
	Iteration 31Q: 3 clusters Score -602010.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -602092.750000 Penalty: 9721.094727
	Iteration 32Q: 3 clusters Score -602092.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -602215.750000 Penalty: 9721.094727
	Iteration 33Q: 3 clusters Score -602215.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -602393.500000 Penalty: 9721.094727
	Iteration 34Q: 3 clusters Score -602393.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -602768.500000 Penalty: 9721.094727
	Iteration 35Q: 3 clusters Score -602768.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -603433.250000 Penalty: 9721.094727
	Iteration 36F: 3 clusters Score -603433.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -604281.312500 Penalty: 9721.094727
	Iteration 37F: 3 clusters Score -604281.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -604912.375000 Penalty: 9721.094727
	Iteration 38F: 3 clusters Score -604912.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -605448.000000 Penalty: 9721.094727
	Iteration 39Q: 3 clusters Score -605448 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -606133.625000 Penalty: 9721.094727
	Iteration 40F: 3 clusters Score -606133.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -606634.562500 Penalty: 9721.094727
	Iteration 41Q: 3 clusters Score -606634.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -606665.250000 Penalty: 9721.094727
	Iteration 42Q: 3 clusters Score -606665.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -606665.250000 Penalty: 9721.094727
	Iteration 43F: 3 clusters Score -606665.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 12399 members 
Mstep: Class 3 contains 10498 members 
Mstep: Class 4 contains 27161 members 
Mstep: Class 5 contains 7563 members 
Mstep: Class 6 contains 6050 members 
Mstep: Class 7 contains 35379 members 
Mstep: Class 8 contains 62442 members 
Mstep: Class 9 contains 69304 members 
Mstep: Class 10 contains 15280 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 1583 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 71240 members 
Mstep: Class 15 contains 4445 members 
Mstep: Class 16 contains 141731 members 
Mstep: Class 17 contains 34441 members 
Mstep: Class 18 contains 5962 members 
Mstep: Class 19 contains 7700 members 
Mstep: Class 20 contains 1763 members 
Mstep: Class 21 contains 9514 members 
Mstep: Class 22 contains 49134 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 1184 members 
Mstep: Class 25 contains 13294 members 
Mstep: Class 26 contains 32372 members 
Mstep: Class 27 contains 11719 members 
Mstep: Class 28 contains 52212 members 
Mstep: Class 29 contains 1611 members 
Entering Unmasked Estep 
Score: -157278944.000000 Penalty: 239503.718750
Splitting cluster 24 changes total score from -157280848.000000 to -157278944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (13294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Entering Unmasked Estep 
Score: -2937545.750000 Penalty: 5815.729492
	Iteration 0F: 2 clusters Score -2937546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -2925188.250000 Penalty: 11631.458984
	Iteration 0F: 3 clusters Score -2925188 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -2928008.000000 Penalty: 11631.458984
	Iteration 1F: 3 clusters Score -2928008 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -2928571.250000 Penalty: 11631.458984
	Iteration 2F: 3 clusters Score -2928571 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -2928924.500000 Penalty: 11631.458984
	Iteration 3Q: 3 clusters Score -2928924 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -2929184.500000 Penalty: 11631.458984
	Iteration 4Q: 3 clusters Score -2929184 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -2929390.750000 Penalty: 11631.458984
	Iteration 5Q: 3 clusters Score -2929391 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -2929580.000000 Penalty: 11631.458984
	Iteration 6Q: 3 clusters Score -2929580 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -2929801.250000 Penalty: 11631.458984
	Iteration 7Q: 3 clusters Score -2929801 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -2930018.750000 Penalty: 11631.458984
	Iteration 8Q: 3 clusters Score -2930019 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -2930192.750000 Penalty: 11631.458984
	Iteration 9Q: 3 clusters Score -2930193 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -2930347.750000 Penalty: 11631.458984
	Iteration 10Q: 3 clusters Score -2930348 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -2930505.750000 Penalty: 11631.458984
	Iteration 11Q: 3 clusters Score -2930506 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -2930671.500000 Penalty: 11631.458984
	Iteration 12Q: 3 clusters Score -2930672 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -2930826.750000 Penalty: 11631.458984
	Iteration 13Q: 3 clusters Score -2930827 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -2930969.750000 Penalty: 11631.458984
	Iteration 14Q: 3 clusters Score -2930970 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -2931127.750000 Penalty: 11631.458984
	Iteration 15Q: 3 clusters Score -2931128 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -2931258.500000 Penalty: 11631.458984
	Iteration 16Q: 3 clusters Score -2931258 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -2931362.750000 Penalty: 11631.458984
	Iteration 17Q: 3 clusters Score -2931363 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -2931436.000000 Penalty: 11631.458984
	Iteration 18Q: 3 clusters Score -2931436 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -2931512.750000 Penalty: 11631.458984
	Iteration 19Q: 3 clusters Score -2931513 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -2931597.000000 Penalty: 11631.458984
	Iteration 20F: 3 clusters Score -2931597 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -2931692.000000 Penalty: 11631.458984
	Iteration 21Q: 3 clusters Score -2931692 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -2931767.750000 Penalty: 11631.458984
	Iteration 22Q: 3 clusters Score -2931768 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -2931831.500000 Penalty: 11631.458984
	Iteration 23Q: 3 clusters Score -2931832 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -2931883.750000 Penalty: 11631.458984
	Iteration 24Q: 3 clusters Score -2931884 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -2931923.250000 Penalty: 11631.458984
	Iteration 25Q: 3 clusters Score -2931923 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -2931965.250000 Penalty: 11631.458984
	Iteration 26Q: 3 clusters Score -2931965 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -2932003.000000 Penalty: 11631.458984
	Iteration 27Q: 3 clusters Score -2932003 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -2932021.000000 Penalty: 11631.458984
	Iteration 28Q: 3 clusters Score -2932021 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -2932056.250000 Penalty: 11631.458984
	Iteration 29Q: 3 clusters Score -2932056 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -2932077.500000 Penalty: 11631.458984
	Iteration 30Q: 3 clusters Score -2932078 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -2932088.250000 Penalty: 11631.458984
	Iteration 31Q: 3 clusters Score -2932088 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -2932105.500000 Penalty: 11631.458984
	Iteration 32Q: 3 clusters Score -2932106 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -2932115.250000 Penalty: 11631.458984
	Iteration 33Q: 3 clusters Score -2932115 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -2932122.000000 Penalty: 11631.458984
	Iteration 34Q: 3 clusters Score -2932122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -2932134.000000 Penalty: 11631.458984
	Iteration 35Q: 3 clusters Score -2932134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -2932133.750000 Penalty: 11631.458984
	Iteration 36Q: 3 clusters Score -2932134 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -2932137.500000 Penalty: 11631.458984
	Iteration 37Q: 3 clusters Score -2932138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -2932134.500000 Penalty: 11631.458984
	Iteration 38Q: 3 clusters Score -2932134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -2932138.750000 Penalty: 11631.458984
	Iteration 39Q: 3 clusters Score -2932139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -2932139.000000 Penalty: 11631.458984
	Iteration 40F: 3 clusters Score -2932139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -2932136.000000 Penalty: 11631.458984
	Iteration 41Q: 3 clusters Score -2932136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -2932142.250000 Penalty: 11631.458984
	Iteration 42Q: 3 clusters Score -2932142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -2932140.500000 Penalty: 11631.458984
	Iteration 43Q: 3 clusters Score -2932140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -2932142.250000 Penalty: 11631.458984
	Iteration 44Q: 3 clusters Score -2932142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -2932144.000000 Penalty: 11631.458984
	Iteration 45Q: 3 clusters Score -2932144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -2932139.750000 Penalty: 11631.458984
	Iteration 46Q: 3 clusters Score -2932140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -2932141.000000 Penalty: 11631.458984
	Iteration 47Q: 3 clusters Score -2932141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -2932143.250000 Penalty: 11631.458984
	Iteration 48Q: 3 clusters Score -2932143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -2932150.000000 Penalty: 11631.458984
	Iteration 49Q: 3 clusters Score -2932150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -2932149.250000 Penalty: 11631.458984
	Iteration 50Q: 3 clusters Score -2932149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -2932145.750000 Penalty: 11631.458984
	Iteration 51Q: 3 clusters Score -2932146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -2932153.500000 Penalty: 11631.458984
	Iteration 52Q: 3 clusters Score -2932154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -2932152.000000 Penalty: 11631.458984
	Iteration 53Q: 3 clusters Score -2932152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -2932156.500000 Penalty: 11631.458984
	Iteration 54Q: 3 clusters Score -2932156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -2932153.750000 Penalty: 11631.458984
	Iteration 55Q: 3 clusters Score -2932154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -2932158.250000 Penalty: 11631.458984
	Iteration 56Q: 3 clusters Score -2932158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -2932152.250000 Penalty: 11631.458984
	Iteration 57Q: 3 clusters Score -2932152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -2932162.250000 Penalty: 11631.458984
	Iteration 58Q: 3 clusters Score -2932162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -2932162.500000 Penalty: 11631.458984
	Iteration 59Q: 3 clusters Score -2932162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -2932159.000000 Penalty: 11631.458984
	Iteration 60F: 3 clusters Score -2932159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -2932161.000000 Penalty: 11631.458984
	Iteration 61Q: 3 clusters Score -2932161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -2932164.000000 Penalty: 11631.458984
	Iteration 62Q: 3 clusters Score -2932164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -2932160.750000 Penalty: 11631.458984
	Iteration 63Q: 3 clusters Score -2932161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -2932164.500000 Penalty: 11631.458984
	Iteration 64Q: 3 clusters Score -2932164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -2932163.750000 Penalty: 11631.458984
	Iteration 65Q: 3 clusters Score -2932164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -2932159.500000 Penalty: 11631.458984
	Iteration 66Q: 3 clusters Score -2932160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -2932166.250000 Penalty: 11631.458984
	Iteration 67Q: 3 clusters Score -2932166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -2932165.000000 Penalty: 11631.458984
	Iteration 68Q: 3 clusters Score -2932165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -2932165.000000 Penalty: 11631.458984
	Iteration 69F: 3 clusters Score -2932165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (32372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32372 members 
Entering Unmasked Estep 
Score: -7206171.500000 Penalty: 6360.842285
	Iteration 0F: 2 clusters Score -7206172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -7181760.000000 Penalty: 12721.684570
	Iteration 0F: 3 clusters Score -7181760 nChanged 13770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -7189095.500000 Penalty: 12721.684570
	Iteration 1F: 3 clusters Score -7189096 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -7189818.500000 Penalty: 12721.684570
	Iteration 2F: 3 clusters Score -7189818 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -7190369.500000 Penalty: 12721.684570
	Iteration 3Q: 3 clusters Score -7190370 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -7190797.000000 Penalty: 12721.684570
	Iteration 4Q: 3 clusters Score -7190797 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -7191154.000000 Penalty: 12721.684570
	Iteration 5Q: 3 clusters Score -7191154 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -7191540.000000 Penalty: 12721.684570
	Iteration 6Q: 3 clusters Score -7191540 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -7191928.500000 Penalty: 12721.684570
	Iteration 7Q: 3 clusters Score -7191928 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -7192306.500000 Penalty: 12721.684570
	Iteration 8Q: 3 clusters Score -7192306 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -7192766.000000 Penalty: 12721.684570
	Iteration 9Q: 3 clusters Score -7192766 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -7193331.000000 Penalty: 12721.684570
	Iteration 10Q: 3 clusters Score -7193331 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -7194105.000000 Penalty: 12721.684570
	Iteration 11Q: 3 clusters Score -7194105 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -7195011.500000 Penalty: 12721.684570
	Iteration 12Q: 3 clusters Score -7195012 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -7195941.500000 Penalty: 12721.684570
	Iteration 13Q: 3 clusters Score -7195942 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 25984 members 
Entering Unmasked Estep 
Score: -7196907.500000 Penalty: 12721.684570
	Iteration 14Q: 3 clusters Score -7196908 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -7197772.500000 Penalty: 12721.684570
	Iteration 15Q: 3 clusters Score -7197772 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 28031 members 
Entering Unmasked Estep 
Score: -7198505.500000 Penalty: 12721.684570
	Iteration 16Q: 3 clusters Score -7198506 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -7199151.000000 Penalty: 12721.684570
	Iteration 17Q: 3 clusters Score -7199151 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -7199621.500000 Penalty: 12721.684570
	Iteration 18Q: 3 clusters Score -7199622 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -7199961.000000 Penalty: 12721.684570
	Iteration 19Q: 3 clusters Score -7199961 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 29998 members 
Entering Unmasked Estep 
Score: -7200226.500000 Penalty: 12721.684570
	Iteration 20F: 3 clusters Score -7200226 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 30184 members 
Entering Unmasked Estep 
Score: -7200432.000000 Penalty: 12721.684570
	Iteration 21Q: 3 clusters Score -7200432 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 30305 members 
Entering Unmasked Estep 
Score: -7200541.000000 Penalty: 12721.684570
	Iteration 22Q: 3 clusters Score -7200541 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 30391 members 
Entering Unmasked Estep 
Score: -7200633.500000 Penalty: 12721.684570
	Iteration 23Q: 3 clusters Score -7200634 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 30466 members 
Entering Unmasked Estep 
Score: -7200716.000000 Penalty: 12721.684570
	Iteration 24Q: 3 clusters Score -7200716 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 30519 members 
Entering Unmasked Estep 
Score: -7200767.500000 Penalty: 12721.684570
	Iteration 25Q: 3 clusters Score -7200768 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 30559 members 
Entering Unmasked Estep 
Score: -7200812.000000 Penalty: 12721.684570
	Iteration 26Q: 3 clusters Score -7200812 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 30580 members 
Entering Unmasked Estep 
Score: -7200853.000000 Penalty: 12721.684570
	Iteration 27Q: 3 clusters Score -7200853 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 30585 members 
Entering Unmasked Estep 
Score: -7200866.500000 Penalty: 12721.684570
	Iteration 28Q: 3 clusters Score -7200866 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 30598 members 
Entering Unmasked Estep 
Score: -7200873.500000 Penalty: 12721.684570
	Iteration 29Q: 3 clusters Score -7200874 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 30608 members 
Entering Unmasked Estep 
Score: -7200897.000000 Penalty: 12721.684570
	Iteration 30Q: 3 clusters Score -7200897 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 30620 members 
Entering Unmasked Estep 
Score: -7200904.000000 Penalty: 12721.684570
	Iteration 31Q: 3 clusters Score -7200904 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 30632 members 
Entering Unmasked Estep 
Score: -7200917.500000 Penalty: 12721.684570
	Iteration 32Q: 3 clusters Score -7200918 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 30642 members 
Entering Unmasked Estep 
Score: -7200928.000000 Penalty: 12721.684570
	Iteration 33Q: 3 clusters Score -7200928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 30646 members 
Entering Unmasked Estep 
Score: -7200929.000000 Penalty: 12721.684570
	Iteration 34Q: 3 clusters Score -7200929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 30648 members 
Entering Unmasked Estep 
Score: -7200934.000000 Penalty: 12721.684570
	Iteration 35Q: 3 clusters Score -7200934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 30654 members 
Entering Unmasked Estep 
Score: -7200943.500000 Penalty: 12721.684570
	Iteration 36Q: 3 clusters Score -7200944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 30658 members 
Entering Unmasked Estep 
Score: -7200945.000000 Penalty: 12721.684570
	Iteration 37Q: 3 clusters Score -7200945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 30664 members 
Entering Unmasked Estep 
Score: -7200959.500000 Penalty: 12721.684570
	Iteration 38Q: 3 clusters Score -7200960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 30667 members 
Entering Unmasked Estep 
Score: -7200958.500000 Penalty: 12721.684570
	Iteration 39Q: 3 clusters Score -7200958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 30671 members 
Entering Unmasked Estep 
Score: -7200950.000000 Penalty: 12721.684570
	Iteration 40F: 3 clusters Score -7200950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 30672 members 
Entering Unmasked Estep 
Score: -7200959.000000 Penalty: 12721.684570
	Iteration 41Q: 3 clusters Score -7200959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 30675 members 
Entering Unmasked Estep 
Score: -7200966.000000 Penalty: 12721.684570
	Iteration 42Q: 3 clusters Score -7200966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 30675 members 
Entering Unmasked Estep 
Score: -7200963.500000 Penalty: 12721.684570
	Iteration 43Q: 3 clusters Score -7200964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 30675 members 
Entering Unmasked Estep 
Score: -7200968.000000 Penalty: 12721.684570
	Iteration 44Q: 3 clusters Score -7200968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 30676 members 
Entering Unmasked Estep 
Score: -7200978.000000 Penalty: 12721.684570
	Iteration 45Q: 3 clusters Score -7200978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 30673 members 
Entering Unmasked Estep 
Score: -7200975.000000 Penalty: 12721.684570
	Iteration 46Q: 3 clusters Score -7200975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 30674 members 
Entering Unmasked Estep 
Score: -7200982.000000 Penalty: 12721.684570
	Iteration 47Q: 3 clusters Score -7200982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 30676 members 
Entering Unmasked Estep 
Score: -7200979.000000 Penalty: 12721.684570
	Iteration 48Q: 3 clusters Score -7200979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -7200992.000000 Penalty: 12721.684570
	Iteration 49Q: 3 clusters Score -7200992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 30679 members 
Entering Unmasked Estep 
Score: -7200989.500000 Penalty: 12721.684570
	Iteration 50Q: 3 clusters Score -7200990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 30680 members 
Entering Unmasked Estep 
Score: -7200990.500000 Penalty: 12721.684570
	Iteration 51Q: 3 clusters Score -7200990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 30682 members 
Entering Unmasked Estep 
Score: -7200986.000000 Penalty: 12721.684570
	Iteration 52Q: 3 clusters Score -7200986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 30683 members 
Entering Unmasked Estep 
Score: -7200991.500000 Penalty: 12721.684570
	Iteration 53Q: 3 clusters Score -7200992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 30683 members 
Entering Unmasked Estep 
Score: -7200984.000000 Penalty: 12721.684570
	Iteration 54Q: 3 clusters Score -7200984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 30682 members 
Entering Unmasked Estep 
Score: -7200988.000000 Penalty: 12721.684570
	Iteration 55Q: 3 clusters Score -7200988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 30683 members 
Entering Unmasked Estep 
Score: -7200994.500000 Penalty: 12721.684570
	Iteration 56Q: 3 clusters Score -7200994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 30687 members 
Entering Unmasked Estep 
Score: -7200991.000000 Penalty: 12721.684570
	Iteration 57Q: 3 clusters Score -7200991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 30690 members 
Entering Unmasked Estep 
Score: -7200994.500000 Penalty: 12721.684570
	Iteration 58Q: 3 clusters Score -7200994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 30696 members 
Entering Unmasked Estep 
Score: -7200999.500000 Penalty: 12721.684570
	Iteration 59Q: 3 clusters Score -7201000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 30700 members 
Entering Unmasked Estep 
Score: -7200998.500000 Penalty: 12721.684570
	Iteration 60F: 3 clusters Score -7200998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 30702 members 
Entering Unmasked Estep 
Score: -7201005.500000 Penalty: 12721.684570
	Iteration 61Q: 3 clusters Score -7201006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 30702 members 
Entering Unmasked Estep 
Score: -7201005.500000 Penalty: 12721.684570
	Iteration 62F: 3 clusters Score -7201006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Entering Unmasked Estep 
Score: -2626378.250000 Penalty: 5738.492188
	Iteration 0F: 2 clusters Score -2626378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -2615025.750000 Penalty: 11476.984375
	Iteration 0F: 3 clusters Score -2615026 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -2617418.500000 Penalty: 11476.984375
	Iteration 1F: 3 clusters Score -2617418 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -2617917.750000 Penalty: 11476.984375
	Iteration 2F: 3 clusters Score -2617918 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -2618193.500000 Penalty: 11476.984375
	Iteration 3Q: 3 clusters Score -2618194 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -2618409.000000 Penalty: 11476.984375
	Iteration 4Q: 3 clusters Score -2618409 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -2618540.750000 Penalty: 11476.984375
	Iteration 5Q: 3 clusters Score -2618541 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -2618649.000000 Penalty: 11476.984375
	Iteration 6Q: 3 clusters Score -2618649 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -2618705.250000 Penalty: 11476.984375
	Iteration 7Q: 3 clusters Score -2618705 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -2618759.750000 Penalty: 11476.984375
	Iteration 8Q: 3 clusters Score -2618760 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -2618807.000000 Penalty: 11476.984375
	Iteration 9Q: 3 clusters Score -2618807 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -2618859.500000 Penalty: 11476.984375
	Iteration 10Q: 3 clusters Score -2618860 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -2618891.750000 Penalty: 11476.984375
	Iteration 11Q: 3 clusters Score -2618892 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -2618921.500000 Penalty: 11476.984375
	Iteration 12Q: 3 clusters Score -2618922 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -2618948.750000 Penalty: 11476.984375
	Iteration 13Q: 3 clusters Score -2618949 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -2618969.000000 Penalty: 11476.984375
	Iteration 14Q: 3 clusters Score -2618969 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -2618992.750000 Penalty: 11476.984375
	Iteration 15Q: 3 clusters Score -2618993 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -2619030.000000 Penalty: 11476.984375
	Iteration 16Q: 3 clusters Score -2619030 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -2619058.000000 Penalty: 11476.984375
	Iteration 17Q: 3 clusters Score -2619058 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -2619083.750000 Penalty: 11476.984375
	Iteration 18Q: 3 clusters Score -2619084 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 5080 members 
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Mstep: Class 1 contains 6665 members 
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Mstep: Class 1 contains 6685 members 
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Mstep: Class 1 contains 6708 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6732 members 
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Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6788 members 
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Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 4913 members 
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Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6846 members 
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Mstep: Class 1 contains 6859 members 
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Mstep: Class 1 contains 6881 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6935 members 
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2619302 nChanged 34
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Mstep: Class 1 contains 6959 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6978 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7018 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7041 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7109 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7136 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7157 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7191 members 
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Mstep: Class 1 contains 7212 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7232 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7269 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7288 members 
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Mstep: Class 1 contains 7303 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7369 members 
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Mstep: Class 1 contains 7396 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7430 members 
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Mstep: Class 1 contains 7461 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7515 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2619515 nChanged 65
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Mstep: Class 1 contains 7576 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7634 members 
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Mstep: Class 1 contains 7686 members 
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Mstep: Class 1 contains 7730 members 
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Mstep: Class 1 contains 7777 members 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2621308.000000 Penalty: 11476.984375
	Iteration 112Q: 3 clusters Score -2621308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2621311.000000 Penalty: 11476.984375
	Iteration 113Q: 3 clusters Score -2621311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2621318.000000 Penalty: 11476.984375
	Iteration 114Q: 3 clusters Score -2621318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2621330.750000 Penalty: 11476.984375
	Iteration 115Q: 3 clusters Score -2621331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2621335.250000 Penalty: 11476.984375
	Iteration 116Q: 3 clusters Score -2621335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2621331.250000 Penalty: 11476.984375
	Iteration 117Q: 3 clusters Score -2621331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2621336.000000 Penalty: 11476.984375
	Iteration 118Q: 3 clusters Score -2621336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2621338.750000 Penalty: 11476.984375
	Iteration 119Q: 3 clusters Score -2621339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2621342.750000 Penalty: 11476.984375
	Iteration 120F: 3 clusters Score -2621343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2621350.750000 Penalty: 11476.984375
	Iteration 121Q: 3 clusters Score -2621351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2621350.750000 Penalty: 11476.984375
	Iteration 122Q: 3 clusters Score -2621351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2621353.750000 Penalty: 11476.984375
	Iteration 123Q: 3 clusters Score -2621354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2621356.250000 Penalty: 11476.984375
	Iteration 124Q: 3 clusters Score -2621356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2621362.250000 Penalty: 11476.984375
	Iteration 125Q: 3 clusters Score -2621362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2621366.500000 Penalty: 11476.984375
	Iteration 126Q: 3 clusters Score -2621366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2621364.000000 Penalty: 11476.984375
	Iteration 127Q: 3 clusters Score -2621364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2621366.500000 Penalty: 11476.984375
	Iteration 128Q: 3 clusters Score -2621366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2621366.500000 Penalty: 11476.984375
	Iteration 129Q: 3 clusters Score -2621366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2621366.750000 Penalty: 11476.984375
	Iteration 130Q: 3 clusters Score -2621367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2621367.250000 Penalty: 11476.984375
	Iteration 131Q: 3 clusters Score -2621367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2621370.500000 Penalty: 11476.984375
	Iteration 132Q: 3 clusters Score -2621370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2621373.000000 Penalty: 11476.984375
	Iteration 133Q: 3 clusters Score -2621373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2621373.000000 Penalty: 11476.984375
	Iteration 134F: 3 clusters Score -2621373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (52212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52212 members 
Entering Unmasked Estep 
Score: -11742995.000000 Penalty: 6653.628906
	Iteration 0F: 2 clusters Score -1.1743e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 25886 members 
Entering Unmasked Estep 
Score: -11705951.000000 Penalty: 13307.257812
	Iteration 0F: 3 clusters Score -1.170595e+07 nChanged 22994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -11718379.000000 Penalty: 13307.257812
	Iteration 1F: 3 clusters Score -1.171838e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -11719569.000000 Penalty: 13307.257812
	Iteration 2F: 3 clusters Score -1.171957e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29100 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -11720934.000000 Penalty: 13307.257812
	Iteration 3F: 3 clusters Score -1.172093e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30298 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -11722429.000000 Penalty: 13307.257812
	Iteration 4F: 3 clusters Score -1.172243e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31798 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -11724291.000000 Penalty: 13307.257812
	Iteration 5F: 3 clusters Score -1.172429e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33615 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -11726444.000000 Penalty: 13307.257812
	Iteration 6F: 3 clusters Score -1.172644e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35802 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -11728722.000000 Penalty: 13307.257812
	Iteration 7F: 3 clusters Score -1.172872e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38170 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -11731049.000000 Penalty: 13307.257812
	Iteration 8F: 3 clusters Score -1.173105e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40358 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -11733471.000000 Penalty: 13307.257812
	Iteration 9F: 3 clusters Score -1.173347e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42000 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -11735286.000000 Penalty: 13307.257812
	Iteration 10Q: 3 clusters Score -1.173529e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43174 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -11736688.000000 Penalty: 13307.257812
	Iteration 11Q: 3 clusters Score -1.173669e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44029 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -11737705.000000 Penalty: 13307.257812
	Iteration 12Q: 3 clusters Score -1.17377e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44671 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -11738261.000000 Penalty: 13307.257812
	Iteration 13Q: 3 clusters Score -1.173826e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45122 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -11738633.000000 Penalty: 13307.257812
	Iteration 14Q: 3 clusters Score -1.173863e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45482 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -11738916.000000 Penalty: 13307.257812
	Iteration 15Q: 3 clusters Score -1.173892e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45781 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -11739215.000000 Penalty: 13307.257812
	Iteration 16Q: 3 clusters Score -1.173922e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46068 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -11739553.000000 Penalty: 13307.257812
	Iteration 17Q: 3 clusters Score -1.173955e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46337 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -11739818.000000 Penalty: 13307.257812
	Iteration 18Q: 3 clusters Score -1.173982e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46558 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -11739972.000000 Penalty: 13307.257812
	Iteration 19Q: 3 clusters Score -1.173997e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46740 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -11740108.000000 Penalty: 13307.257812
	Iteration 20F: 3 clusters Score -1.174011e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46862 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -11740170.000000 Penalty: 13307.257812
	Iteration 21Q: 3 clusters Score -1.174017e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46948 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -11740193.000000 Penalty: 13307.257812
	Iteration 22Q: 3 clusters Score -1.174019e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47008 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -11740212.000000 Penalty: 13307.257812
	Iteration 23Q: 3 clusters Score -1.174021e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47048 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -11740211.000000 Penalty: 13307.257812
	Iteration 24Q: 3 clusters Score -1.174021e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47077 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -11740211.000000 Penalty: 13307.257812
	Iteration 25Q: 3 clusters Score -1.174021e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47102 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -11740227.000000 Penalty: 13307.257812
	Iteration 26Q: 3 clusters Score -1.174023e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47125 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -11740216.000000 Penalty: 13307.257812
	Iteration 27Q: 3 clusters Score -1.174022e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47141 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -11740232.000000 Penalty: 13307.257812
	Iteration 28Q: 3 clusters Score -1.174023e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47155 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -11740239.000000 Penalty: 13307.257812
	Iteration 29Q: 3 clusters Score -1.174024e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47169 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -11740237.000000 Penalty: 13307.257812
	Iteration 30Q: 3 clusters Score -1.174024e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47174 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -11740244.000000 Penalty: 13307.257812
	Iteration 31Q: 3 clusters Score -1.174024e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47178 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -11740230.000000 Penalty: 13307.257812
	Iteration 32Q: 3 clusters Score -1.174023e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47180 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -11740233.000000 Penalty: 13307.257812
	Iteration 33Q: 3 clusters Score -1.174023e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47182 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -11740244.000000 Penalty: 13307.257812
	Iteration 34Q: 3 clusters Score -1.174024e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47184 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -11740248.000000 Penalty: 13307.257812
	Iteration 35Q: 3 clusters Score -1.174025e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47187 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -11740246.000000 Penalty: 13307.257812
	Iteration 36Q: 3 clusters Score -1.174025e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47191 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -11740246.000000 Penalty: 13307.257812
	Iteration 37Q: 3 clusters Score -1.174025e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47195 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -11740238.000000 Penalty: 13307.257812
	Iteration 38Q: 3 clusters Score -1.174024e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47195 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -11740238.000000 Penalty: 13307.257812
	Iteration 39F: 3 clusters Score -1.174024e+07 nChanged 0
--- Evaluating fit on full set of 2152811 points ---
Entering Unmasked Estep 
Score: -474367104.000000 Penalty: 250086.187500
24->29 Clusters: Score -474367104.000000, best is -474567808.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 717603 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29871 members 
Mstep: Class 2 contains 29720 members 
Mstep: Class 3 contains 29945 members 
Mstep: Class 4 contains 29892 members 
Mstep: Class 5 contains 30364 members 
Mstep: Class 6 contains 30121 members 
Mstep: Class 7 contains 30000 members 
Mstep: Class 8 contains 30078 members 
Mstep: Class 9 contains 29860 members 
Mstep: Class 10 contains 29869 members 
Mstep: Class 11 contains 29850 members 
Mstep: Class 12 contains 30060 members 
Mstep: Class 13 contains 29766 members 
Mstep: Class 14 contains 30086 members 
Mstep: Class 15 contains 29792 members 
Mstep: Class 16 contains 29492 members 
Mstep: Class 17 contains 29553 members 
Mstep: Class 18 contains 29798 members 
Mstep: Class 19 contains 30000 members 
Mstep: Class 20 contains 29679 members 
Mstep: Class 21 contains 29808 members 
Mstep: Class 22 contains 30274 members 
Mstep: Class 23 contains 29796 members 
Mstep: Class 24 contains 29929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 24. Lose 575.478271 but Gain 8258.750000
Score: -150389776.000000 Penalty: 189951.234375
Iteration 0F: 24 clusters Score -1.503898e+08 nChanged 680716
Entering Unmasked Mstep 
Mstep: Class 0 contains 2246 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 27200 members 
Mstep: Class 3 contains 26393 members 
Mstep: Class 4 contains 46278 members 
Mstep: Class 5 contains 131897 members 
Mstep: Class 6 contains 27081 members 
Mstep: Class 7 contains 14469 members 
Mstep: Class 8 contains 18572 members 
Mstep: Class 9 contains 19509 members 
Mstep: Class 10 contains 36756 members 
Mstep: Class 11 contains 16262 members 
Mstep: Class 12 contains 16979 members 
Mstep: Class 13 contains 17007 members 
Mstep: Class 14 contains 36068 members 
Mstep: Class 15 contains 40438 members 
Mstep: Class 16 contains 59232 members 
Mstep: Class 17 contains 22395 members 
Mstep: Class 18 contains 18366 members 
Mstep: Class 19 contains 15129 members 
Mstep: Class 20 contains 13134 members 
Mstep: Class 21 contains 57251 members 
Mstep: Class 22 contains 9804 members 
Mstep: Class 23 contains 34480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 8197.756836 but Gain 8258.750000
Score: -154640464.000000 Penalty: 181692.484375
Iteration 1F: 23 clusters Score -1.546405e+08 nChanged 307155
Entering Unmasked Mstep 
Mstep: Class 0 contains 2049 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 20643 members 
Mstep: Class 3 contains 36970 members 
Mstep: Class 4 contains 58354 members 
Mstep: Class 5 contains 170618 members 
Mstep: Class 6 contains 7584 members 
Mstep: Class 7 contains 6961 members 
Mstep: Class 8 contains 12235 members 
Mstep: Class 9 contains 17656 members 
Mstep: Class 10 contains 24751 members 
Mstep: Class 11 contains 9762 members 
Mstep: Class 12 contains 11747 members 
Mstep: Class 13 contains 7762 members 
Mstep: Class 14 contains 45973 members 
Mstep: Class 15 contains 66564 members 
Mstep: Class 16 contains 74980 members 
Mstep: Class 17 contains 17970 members 
Mstep: Class 19 contains 10901 members 
Mstep: Class 20 contains 18617 members 
Mstep: Class 21 contains 68860 members 
Mstep: Class 22 contains 2229 members 
Mstep: Class 23 contains 22207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 2349.739746 but Gain 8258.750000
Score: -155732624.000000 Penalty: 173433.734375
Iteration 2F: 22 clusters Score -1.557326e+08 nChanged 214926
Entering Unmasked Mstep 
Mstep: Class 0 contains 650 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 15325 members 
Mstep: Class 3 contains 45777 members 
Mstep: Class 4 contains 59995 members 
Mstep: Class 5 contains 158220 members 
Mstep: Class 7 contains 3534 members 
Mstep: Class 8 contains 9838 members 
Mstep: Class 9 contains 12015 members 
Mstep: Class 10 contains 22586 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 10658 members 
Mstep: Class 13 contains 5997 members 
Mstep: Class 14 contains 45684 members 
Mstep: Class 15 contains 81656 members 
Mstep: Class 16 contains 76119 members 
Mstep: Class 17 contains 19572 members 
Mstep: Class 19 contains 8431 members 
Mstep: Class 20 contains 23284 members 
Mstep: Class 21 contains 94458 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 12057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 4560.798340 but Gain 8258.750000
Score: -156408160.000000 Penalty: 165174.984375
Iteration 3F: 21 clusters Score -1.564082e+08 nChanged 157497
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 13644 members 
Mstep: Class 3 contains 51317 members 
Mstep: Class 4 contains 64770 members 
Mstep: Class 5 contains 135764 members 
Mstep: Class 8 contains 8967 members 
Mstep: Class 9 contains 6368 members 
Mstep: Class 10 contains 22715 members 
Mstep: Class 11 contains 7770 members 
Mstep: Class 12 contains 12366 members 
Mstep: Class 13 contains 5889 members 
Mstep: Class 14 contains 43146 members 
Mstep: Class 15 contains 81720 members 
Mstep: Class 16 contains 72963 members 
Mstep: Class 17 contains 25562 members 
Mstep: Class 19 contains 7344 members 
Mstep: Class 20 contains 27694 members 
Mstep: Class 21 contains 117841 members 
Mstep: Class 22 contains 1296 members 
Mstep: Class 23 contains 7877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 7803.867188 but Gain 8258.750000
Score: -156696192.000000 Penalty: 156916.234375
Iteration 4F: 20 clusters Score -1.566962e+08 nChanged 121461
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 13304 members 
Mstep: Class 3 contains 49776 members 
Mstep: Class 4 contains 78109 members 
Mstep: Class 5 contains 113677 members 
Mstep: Class 8 contains 9039 members 
Mstep: Class 10 contains 23295 members 
Mstep: Class 11 contains 7766 members 
Mstep: Class 12 contains 13140 members 
Mstep: Class 13 contains 6323 members 
Mstep: Class 14 contains 46436 members 
Mstep: Class 15 contains 76931 members 
Mstep: Class 16 contains 65007 members 
Mstep: Class 17 contains 32088 members 
Mstep: Class 19 contains 7624 members 
Mstep: Class 20 contains 29336 members 
Mstep: Class 21 contains 135381 members 
Mstep: Class 22 contains 1320 members 
Mstep: Class 23 contains 6495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156872592.000000 Penalty: 156916.234375
Iteration 5F: 20 clusters Score -1.568726e+08 nChanged 89698
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 13319 members 
Mstep: Class 3 contains 46860 members 
Mstep: Class 4 contains 98417 members 
Mstep: Class 5 contains 91955 members 
Mstep: Class 8 contains 9387 members 
Mstep: Class 10 contains 24864 members 
Mstep: Class 11 contains 6655 members 
Mstep: Class 12 contains 11113 members 
Mstep: Class 13 contains 6235 members 
Mstep: Class 14 contains 50323 members 
Mstep: Class 15 contains 70691 members 
Mstep: Class 16 contains 55897 members 
Mstep: Class 17 contains 36851 members 
Mstep: Class 19 contains 9157 members 
Mstep: Class 20 contains 29640 members 
Mstep: Class 21 contains 146983 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 5364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156976016.000000 Penalty: 156916.234375
Iteration 6F: 20 clusters Score -1.56976e+08 nChanged 61583
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 13456 members 
Mstep: Class 3 contains 44428 members 
Mstep: Class 4 contains 113810 members 
Mstep: Class 5 contains 76520 members 
Mstep: Class 8 contains 9987 members 
Mstep: Class 10 contains 27021 members 
Mstep: Class 11 contains 5309 members 
Mstep: Class 12 contains 8359 members 
Mstep: Class 13 contains 6230 members 
Mstep: Class 14 contains 52712 members 
Mstep: Class 15 contains 66223 members 
Mstep: Class 16 contains 49782 members 
Mstep: Class 17 contains 39824 members 
Mstep: Class 19 contains 11013 members 
Mstep: Class 20 contains 29532 members 
Mstep: Class 21 contains 154834 members 
Mstep: Class 22 contains 1370 members 
Mstep: Class 23 contains 4659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 7711.990723 but Gain 8258.750000
Score: -157038256.000000 Penalty: 148657.484375
Iteration 7F: 19 clusters Score -1.570383e+08 nChanged 46646
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 14151 members 
Mstep: Class 3 contains 42210 members 
Mstep: Class 4 contains 126045 members 
Mstep: Class 5 contains 67888 members 
Mstep: Class 8 contains 10821 members 
Mstep: Class 10 contains 29334 members 
Mstep: Class 11 contains 4221 members 
Mstep: Class 13 contains 6180 members 
Mstep: Class 14 contains 53890 members 
Mstep: Class 15 contains 63220 members 
Mstep: Class 16 contains 47254 members 
Mstep: Class 17 contains 41829 members 
Mstep: Class 19 contains 12746 members 
Mstep: Class 20 contains 29266 members 
Mstep: Class 21 contains 160394 members 
Mstep: Class 22 contains 1382 members 
Mstep: Class 23 contains 4243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157087376.000000 Penalty: 148657.484375
Iteration 8F: 19 clusters Score -1.570874e+08 nChanged 29412
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 14234 members 
Mstep: Class 3 contains 39812 members 
Mstep: Class 4 contains 129131 members 
Mstep: Class 5 contains 61819 members 
Mstep: Class 8 contains 12114 members 
Mstep: Class 10 contains 30811 members 
Mstep: Class 11 contains 3374 members 
Mstep: Class 13 contains 6125 members 
Mstep: Class 14 contains 54953 members 
Mstep: Class 15 contains 61197 members 
Mstep: Class 16 contains 46295 members 
Mstep: Class 17 contains 43512 members 
Mstep: Class 19 contains 14598 members 
Mstep: Class 20 contains 28751 members 
Mstep: Class 21 contains 163112 members 
Mstep: Class 22 contains 1389 members 
Mstep: Class 23 contains 3846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157119088.000000 Penalty: 148657.484375
Iteration 9Q: 19 clusters Score -1.571191e+08 nChanged 23543
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 13955 members 
Mstep: Class 3 contains 36837 members 
Mstep: Class 4 contains 130884 members 
Mstep: Class 5 contains 57873 members 
Mstep: Class 8 contains 13716 members 
Mstep: Class 10 contains 31709 members 
Mstep: Class 11 contains 2744 members 
Mstep: Class 13 contains 6079 members 
Mstep: Class 14 contains 57458 members 
Mstep: Class 15 contains 59667 members 
Mstep: Class 16 contains 45977 members 
Mstep: Class 17 contains 44623 members 
Mstep: Class 19 contains 16648 members 
Mstep: Class 20 contains 27907 members 
Mstep: Class 21 contains 164087 members 
Mstep: Class 22 contains 1394 members 
Mstep: Class 23 contains 3514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157144304.000000 Penalty: 148657.484375
Iteration 10Q: 19 clusters Score -1.571443e+08 nChanged 19345
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 13380 members 
Mstep: Class 3 contains 33721 members 
Mstep: Class 4 contains 132083 members 
Mstep: Class 5 contains 57118 members 
Mstep: Class 8 contains 15390 members 
Mstep: Class 10 contains 32300 members 
Mstep: Class 11 contains 2262 members 
Mstep: Class 13 contains 6067 members 
Mstep: Class 14 contains 60126 members 
Mstep: Class 15 contains 58331 members 
Mstep: Class 16 contains 45570 members 
Mstep: Class 17 contains 45267 members 
Mstep: Class 19 contains 18286 members 
Mstep: Class 20 contains 26965 members 
Mstep: Class 21 contains 163527 members 
Mstep: Class 22 contains 1396 members 
Mstep: Class 23 contains 3284 members 
Entering Unmasked Estep 
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Iteration 11Q: 19 clusters Score -1.571589e+08 nChanged 16139
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 12804 members 
Mstep: Class 3 contains 31047 members 
Mstep: Class 4 contains 133024 members 
Mstep: Class 5 contains 57613 members 
Mstep: Class 8 contains 16803 members 
Mstep: Class 10 contains 32654 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 13 contains 6068 members 
Mstep: Class 14 contains 62161 members 
Mstep: Class 15 contains 57073 members 
Mstep: Class 16 contains 45043 members 
Mstep: Class 17 contains 45618 members 
Mstep: Class 19 contains 19643 members 
Mstep: Class 20 contains 26177 members 
Mstep: Class 21 contains 162875 members 
Mstep: Class 22 contains 1399 members 
Mstep: Class 23 contains 3133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157167728.000000 Penalty: 148657.484375
Iteration 12Q: 19 clusters Score -1.571677e+08 nChanged 13470
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 12361 members 
Mstep: Class 3 contains 28728 members 
Mstep: Class 4 contains 133779 members 
Mstep: Class 5 contains 58204 members 
Mstep: Class 8 contains 17979 members 
Mstep: Class 10 contains 32904 members 
Mstep: Class 11 contains 1696 members 
Mstep: Class 13 contains 6068 members 
Mstep: Class 14 contains 63670 members 
Mstep: Class 15 contains 55841 members 
Mstep: Class 16 contains 44579 members 
Mstep: Class 17 contains 45803 members 
Mstep: Class 19 contains 21037 members 
Mstep: Class 20 contains 25547 members 
Mstep: Class 21 contains 162441 members 
Mstep: Class 22 contains 1399 members 
Mstep: Class 23 contains 3037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157176640.000000 Penalty: 148657.484375
Iteration 13Q: 19 clusters Score -1.571766e+08 nChanged 11672
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 12244 members 
Mstep: Class 3 contains 26718 members 
Mstep: Class 4 contains 134392 members 
Mstep: Class 5 contains 58664 members 
Mstep: Class 8 contains 18923 members 
Mstep: Class 10 contains 33000 members 
Mstep: Class 11 contains 1499 members 
Mstep: Class 13 contains 6069 members 
Mstep: Class 14 contains 64862 members 
Mstep: Class 15 contains 54605 members 
Mstep: Class 16 contains 44354 members 
Mstep: Class 17 contains 45811 members 
Mstep: Class 19 contains 22234 members 
Mstep: Class 20 contains 25098 members 
Mstep: Class 21 contains 162219 members 
Mstep: Class 22 contains 1400 members 
Mstep: Class 23 contains 2981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157183696.000000 Penalty: 148657.484375
Iteration 14Q: 19 clusters Score -1.571837e+08 nChanged 10244
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 12558 members 
Mstep: Class 3 contains 25083 members 
Mstep: Class 4 contains 134819 members 
Mstep: Class 5 contains 58854 members 
Mstep: Class 8 contains 19531 members 
Mstep: Class 10 contains 33059 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 13 contains 6065 members 
Mstep: Class 14 contains 65735 members 
Mstep: Class 15 contains 53423 members 
Mstep: Class 16 contains 44268 members 
Mstep: Class 17 contains 45813 members 
Mstep: Class 19 contains 23272 members 
Mstep: Class 20 contains 24748 members 
Mstep: Class 21 contains 162151 members 
Mstep: Class 22 contains 1400 members 
Mstep: Class 23 contains 2954 members 
Entering Unmasked Estep 
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Iteration 15Q: 19 clusters Score -1.571892e+08 nChanged 8746
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 13105 members 
Mstep: Class 3 contains 23745 members 
Mstep: Class 4 contains 135037 members 
Mstep: Class 5 contains 58886 members 
Mstep: Class 8 contains 19920 members 
Mstep: Class 10 contains 33112 members 
Mstep: Class 11 contains 1241 members 
Mstep: Class 13 contains 6062 members 
Mstep: Class 14 contains 66355 members 
Mstep: Class 15 contains 52220 members 
Mstep: Class 16 contains 44283 members 
Mstep: Class 17 contains 45751 members 
Mstep: Class 19 contains 24191 members 
Mstep: Class 20 contains 24538 members 
Mstep: Class 21 contains 162272 members 
Mstep: Class 22 contains 1401 members 
Mstep: Class 23 contains 2954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157193104.000000 Penalty: 148657.484375
Iteration 16Q: 19 clusters Score -1.571931e+08 nChanged 7384
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 13707 members 
Mstep: Class 3 contains 22686 members 
Mstep: Class 4 contains 135194 members 
Mstep: Class 5 contains 58940 members 
Mstep: Class 8 contains 20158 members 
Mstep: Class 10 contains 33204 members 
Mstep: Class 11 contains 1175 members 
Mstep: Class 13 contains 6066 members 
Mstep: Class 14 contains 66787 members 
Mstep: Class 15 contains 51051 members 
Mstep: Class 16 contains 44320 members 
Mstep: Class 17 contains 45722 members 
Mstep: Class 19 contains 24962 members 
Mstep: Class 20 contains 24359 members 
Mstep: Class 21 contains 162387 members 
Mstep: Class 22 contains 1402 members 
Mstep: Class 23 contains 2953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157196160.000000 Penalty: 148657.484375
Iteration 17Q: 19 clusters Score -1.571962e+08 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 14183 members 
Mstep: Class 3 contains 21874 members 
Mstep: Class 4 contains 135295 members 
Mstep: Class 5 contains 59060 members 
Mstep: Class 8 contains 20325 members 
Mstep: Class 10 contains 33317 members 
Mstep: Class 11 contains 1139 members 
Mstep: Class 13 contains 6068 members 
Mstep: Class 14 contains 67057 members 
Mstep: Class 15 contains 49903 members 
Mstep: Class 16 contains 44428 members 
Mstep: Class 17 contains 45651 members 
Mstep: Class 19 contains 25574 members 
Mstep: Class 20 contains 24255 members 
Mstep: Class 21 contains 162589 members 
Mstep: Class 22 contains 1403 members 
Mstep: Class 23 contains 2952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157197888.000000 Penalty: 148657.484375
Iteration 18Q: 19 clusters Score -1.571979e+08 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 14634 members 
Mstep: Class 3 contains 21290 members 
Mstep: Class 4 contains 135359 members 
Mstep: Class 5 contains 59245 members 
Mstep: Class 8 contains 20439 members 
Mstep: Class 10 contains 33405 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 13 contains 6064 members 
Mstep: Class 14 contains 67210 members 
Mstep: Class 15 contains 48739 members 
Mstep: Class 16 contains 44581 members 
Mstep: Class 17 contains 45570 members 
Mstep: Class 19 contains 26030 members 
Mstep: Class 20 contains 24166 members 
Mstep: Class 21 contains 162857 members 
Mstep: Class 22 contains 1404 members 
Mstep: Class 23 contains 2945 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 19Q: 19 clusters Score -1.57198e+08 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 15027 members 
Mstep: Class 3 contains 20871 members 
Mstep: Class 4 contains 135393 members 
Mstep: Class 5 contains 59464 members 
Mstep: Class 8 contains 20507 members 
Mstep: Class 10 contains 33479 members 
Mstep: Class 11 contains 1134 members 
Mstep: Class 13 contains 6062 members 
Mstep: Class 14 contains 67285 members 
Mstep: Class 15 contains 47646 members 
Mstep: Class 16 contains 44741 members 
Mstep: Class 17 contains 45498 members 
Mstep: Class 19 contains 26427 members 
Mstep: Class 20 contains 24129 members 
Mstep: Class 21 contains 163064 members 
Mstep: Class 22 contains 1404 members 
Mstep: Class 23 contains 2941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157199184.000000 Penalty: 148657.484375
Iteration 20F: 19 clusters Score -1.571992e+08 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 15405 members 
Mstep: Class 3 contains 20492 members 
Mstep: Class 4 contains 135412 members 
Mstep: Class 5 contains 59744 members 
Mstep: Class 8 contains 20559 members 
Mstep: Class 10 contains 33508 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 13 contains 6064 members 
Mstep: Class 14 contains 67319 members 
Mstep: Class 15 contains 46552 members 
Mstep: Class 16 contains 44904 members 
Mstep: Class 17 contains 45437 members 
Mstep: Class 19 contains 26822 members 
Mstep: Class 20 contains 24116 members 
Mstep: Class 21 contains 163262 members 
Mstep: Class 22 contains 1404 members 
Mstep: Class 23 contains 2939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157200432.000000 Penalty: 148657.484375
Iteration 21Q: 19 clusters Score -1.572004e+08 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 15747 members 
Mstep: Class 3 contains 20197 members 
Mstep: Class 4 contains 135420 members 
Mstep: Class 5 contains 60129 members 
Mstep: Class 8 contains 20606 members 
Mstep: Class 10 contains 33511 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 13 contains 6061 members 
Mstep: Class 14 contains 67341 members 
Mstep: Class 15 contains 45519 members 
Mstep: Class 16 contains 45089 members 
Mstep: Class 17 contains 45360 members 
Mstep: Class 19 contains 27117 members 
Mstep: Class 20 contains 24110 members 
Mstep: Class 21 contains 163407 members 
Mstep: Class 22 contains 1404 members 
Mstep: Class 23 contains 2921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157200592.000000 Penalty: 148657.484375
Iteration 22Q: 19 clusters Score -1.572006e+08 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 16054 members 
Mstep: Class 3 contains 20007 members 
Mstep: Class 4 contains 135427 members 
Mstep: Class 5 contains 60538 members 
Mstep: Class 8 contains 20624 members 
Mstep: Class 10 contains 33503 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 13 contains 6064 members 
Mstep: Class 14 contains 67342 members 
Mstep: Class 15 contains 44533 members 
Mstep: Class 16 contains 45261 members 
Mstep: Class 17 contains 45300 members 
Mstep: Class 19 contains 27345 members 
Mstep: Class 20 contains 24129 members 
Mstep: Class 21 contains 163505 members 
Mstep: Class 22 contains 1404 members 
Mstep: Class 23 contains 2903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157201536.000000 Penalty: 148657.484375
Iteration 23Q: 19 clusters Score -1.572015e+08 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 16321 members 
Mstep: Class 3 contains 19858 members 
Mstep: Class 4 contains 135444 members 
Mstep: Class 5 contains 60990 members 
Mstep: Class 8 contains 20632 members 
Mstep: Class 10 contains 33481 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 13 contains 6068 members 
Mstep: Class 14 contains 67353 members 
Mstep: Class 15 contains 43562 members 
Mstep: Class 16 contains 45413 members 
Mstep: Class 17 contains 45261 members 
Mstep: Class 19 contains 27522 members 
Mstep: Class 20 contains 24159 members 
Mstep: Class 21 contains 163586 members 
Mstep: Class 22 contains 1404 members 
Mstep: Class 23 contains 2885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157201920.000000 Penalty: 148657.484375
Iteration 24Q: 19 clusters Score -1.572019e+08 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 16569 members 
Mstep: Class 3 contains 19753 members 
Mstep: Class 4 contains 135449 members 
Mstep: Class 5 contains 61454 members 
Mstep: Class 8 contains 20635 members 
Mstep: Class 10 contains 33497 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 13 contains 6070 members 
Mstep: Class 14 contains 67340 members 
Mstep: Class 15 contains 42671 members 
Mstep: Class 16 contains 45549 members 
Mstep: Class 17 contains 45233 members 
Mstep: Class 19 contains 27662 members 
Mstep: Class 20 contains 24172 members 
Mstep: Class 21 contains 163615 members 
Mstep: Class 22 contains 1404 members 
Mstep: Class 23 contains 2866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157201824.000000 Penalty: 148657.484375
Iteration 25Q: 19 clusters Score -1.572018e+08 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 16804 members 
Mstep: Class 3 contains 19652 members 
Mstep: Class 4 contains 135445 members 
Mstep: Class 5 contains 61954 members 
Mstep: Class 8 contains 20628 members 
Mstep: Class 10 contains 33489 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 13 contains 6075 members 
Mstep: Class 14 contains 67330 members 
Mstep: Class 15 contains 41823 members 
Mstep: Class 16 contains 45686 members 
Mstep: Class 17 contains 45211 members 
Mstep: Class 19 contains 27790 members 
Mstep: Class 20 contains 24187 members 
Mstep: Class 21 contains 163609 members 
Mstep: Class 22 contains 1404 members 
Mstep: Class 23 contains 2852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157202416.000000 Penalty: 148657.484375
Iteration 26Q: 19 clusters Score -1.572024e+08 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 17005 members 
Mstep: Class 3 contains 19571 members 
Mstep: Class 4 contains 135444 members 
Mstep: Class 5 contains 62556 members 
Mstep: Class 8 contains 20623 members 
Mstep: Class 10 contains 33483 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 13 contains 6077 members 
Mstep: Class 14 contains 67313 members 
Mstep: Class 15 contains 41065 members 
Mstep: Class 16 contains 45815 members 
Mstep: Class 17 contains 45196 members 
Mstep: Class 19 contains 27901 members 
Mstep: Class 20 contains 24196 members 
Mstep: Class 21 contains 163442 members 
Mstep: Class 22 contains 1404 members 
Mstep: Class 23 contains 2848 members 
Entering Unmasked Estep 
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Iteration 27Q: 19 clusters Score -1.572024e+08 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 17194 members 
Mstep: Class 3 contains 19492 members 
Mstep: Class 4 contains 135451 members 
Mstep: Class 5 contains 63162 members 
Mstep: Class 8 contains 20612 members 
Mstep: Class 10 contains 33482 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 13 contains 6081 members 
Mstep: Class 14 contains 67295 members 
Mstep: Class 15 contains 40354 members 
Mstep: Class 16 contains 45944 members 
Mstep: Class 17 contains 45175 members 
Mstep: Class 19 contains 27989 members 
Mstep: Class 20 contains 24230 members 
Mstep: Class 21 contains 163233 members 
Mstep: Class 22 contains 1404 members 
Mstep: Class 23 contains 2841 members 
Entering Unmasked Estep 
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Iteration 28Q: 19 clusters Score -1.572023e+08 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 17358 members 
Mstep: Class 3 contains 19441 members 
Mstep: Class 4 contains 135435 members 
Mstep: Class 5 contains 63846 members 
Mstep: Class 8 contains 20584 members 
Mstep: Class 10 contains 33479 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 13 contains 6080 members 
Mstep: Class 14 contains 67289 members 
Mstep: Class 15 contains 39698 members 
Mstep: Class 16 contains 46066 members 
Mstep: Class 17 contains 45157 members 
Mstep: Class 19 contains 28070 members 
Mstep: Class 20 contains 24260 members 
Mstep: Class 21 contains 162936 members 
Mstep: Class 22 contains 1404 members 
Mstep: Class 23 contains 2836 members 
Entering Unmasked Estep 
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Iteration 29Q: 19 clusters Score -1.572024e+08 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 17506 members 
Mstep: Class 3 contains 19399 members 
Mstep: Class 4 contains 135431 members 
Mstep: Class 5 contains 64540 members 
Mstep: Class 8 contains 20566 members 
Mstep: Class 10 contains 33464 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 13 contains 6079 members 
Mstep: Class 14 contains 67270 members 
Mstep: Class 15 contains 39029 members 
Mstep: Class 16 contains 46188 members 
Mstep: Class 17 contains 45135 members 
Mstep: Class 19 contains 28140 members 
Mstep: Class 20 contains 24300 members 
Mstep: Class 21 contains 162660 members 
Mstep: Class 22 contains 1404 members 
Mstep: Class 23 contains 2828 members 
Entering Unmasked Estep 
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Iteration 30Q: 19 clusters Score -1.572026e+08 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 17655 members 
Mstep: Class 3 contains 19375 members 
Mstep: Class 4 contains 135429 members 
Mstep: Class 5 contains 65242 members 
Mstep: Class 8 contains 20558 members 
Mstep: Class 10 contains 33454 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 13 contains 6084 members 
Mstep: Class 14 contains 67248 members 
Mstep: Class 15 contains 38357 members 
Mstep: Class 16 contains 46292 members 
Mstep: Class 17 contains 45154 members 
Mstep: Class 19 contains 28196 members 
Mstep: Class 20 contains 24326 members 
Mstep: Class 21 contains 162347 members 
Mstep: Class 22 contains 1404 members 
Mstep: Class 23 contains 2818 members 
Entering Unmasked Estep 
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Iteration 31Q: 19 clusters Score -1.572028e+08 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 17833 members 
Mstep: Class 3 contains 19332 members 
Mstep: Class 4 contains 135425 members 
Mstep: Class 5 contains 65917 members 
Mstep: Class 8 contains 20537 members 
Mstep: Class 10 contains 33446 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 13 contains 6088 members 
Mstep: Class 14 contains 67243 members 
Mstep: Class 15 contains 37720 members 
Mstep: Class 16 contains 46402 members 
Mstep: Class 17 contains 45150 members 
Mstep: Class 19 contains 28241 members 
Mstep: Class 20 contains 24429 members 
Mstep: Class 21 contains 161950 members 
Mstep: Class 22 contains 1404 members 
Mstep: Class 23 contains 2822 members 
Entering Unmasked Estep 
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Iteration 32Q: 19 clusters Score -1.572031e+08 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 18058 members 
Mstep: Class 3 contains 19294 members 
Mstep: Class 4 contains 135419 members 
Mstep: Class 5 contains 66588 members 
Mstep: Class 8 contains 20510 members 
Mstep: Class 10 contains 33415 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 13 contains 6091 members 
Mstep: Class 14 contains 67242 members 
Mstep: Class 15 contains 37091 members 
Mstep: Class 16 contains 46514 members 
Mstep: Class 17 contains 45154 members 
Mstep: Class 19 contains 28282 members 
Mstep: Class 20 contains 24694 members 
Mstep: Class 21 contains 161364 members 
Mstep: Class 22 contains 1404 members 
Mstep: Class 23 contains 2819 members 
Entering Unmasked Estep 
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Iteration 33Q: 19 clusters Score -1.572049e+08 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 18327 members 
Mstep: Class 3 contains 19246 members 
Mstep: Class 4 contains 135408 members 
Mstep: Class 5 contains 67311 members 
Mstep: Class 8 contains 20478 members 
Mstep: Class 10 contains 33394 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 13 contains 6088 members 
Mstep: Class 14 contains 67239 members 
Mstep: Class 15 contains 36399 members 
Mstep: Class 16 contains 46629 members 
Mstep: Class 17 contains 45214 members 
Mstep: Class 19 contains 28324 members 
Mstep: Class 20 contains 25195 members 
Mstep: Class 21 contains 160468 members 
Mstep: Class 22 contains 1404 members 
Mstep: Class 23 contains 2815 members 
Entering Unmasked Estep 
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Iteration 34Q: 19 clusters Score -1.572069e+08 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 18732 members 
Mstep: Class 3 contains 19190 members 
Mstep: Class 4 contains 135404 members 
Mstep: Class 5 contains 68014 members 
Mstep: Class 8 contains 20446 members 
Mstep: Class 10 contains 33381 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 13 contains 6088 members 
Mstep: Class 14 contains 67235 members 
Mstep: Class 15 contains 35626 members 
Mstep: Class 16 contains 46732 members 
Mstep: Class 17 contains 45336 members 
Mstep: Class 19 contains 28367 members 
Mstep: Class 20 contains 25598 members 
Mstep: Class 21 contains 159572 members 
Mstep: Class 22 contains 1404 members 
Mstep: Class 23 contains 2814 members 
Entering Unmasked Estep 
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Iteration 35Q: 19 clusters Score -1.57209e+08 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 19236 members 
Mstep: Class 3 contains 19107 members 
Mstep: Class 4 contains 135390 members 
Mstep: Class 5 contains 68692 members 
Mstep: Class 8 contains 20432 members 
Mstep: Class 10 contains 33364 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 13 contains 6094 members 
Mstep: Class 14 contains 67230 members 
Mstep: Class 15 contains 34851 members 
Mstep: Class 16 contains 46826 members 
Mstep: Class 17 contains 45471 members 
Mstep: Class 19 contains 28400 members 
Mstep: Class 20 contains 25855 members 
Mstep: Class 21 contains 158767 members 
Mstep: Class 22 contains 1405 members 
Mstep: Class 23 contains 2819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157210464.000000 Penalty: 148657.484375
Iteration 36Q: 19 clusters Score -1.572105e+08 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 19958 members 
Mstep: Class 3 contains 18994 members 
Mstep: Class 4 contains 135381 members 
Mstep: Class 5 contains 69318 members 
Mstep: Class 8 contains 20414 members 
Mstep: Class 10 contains 33374 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 13 contains 6100 members 
Mstep: Class 14 contains 67234 members 
Mstep: Class 15 contains 34125 members 
Mstep: Class 16 contains 46911 members 
Mstep: Class 17 contains 45554 members 
Mstep: Class 19 contains 28428 members 
Mstep: Class 20 contains 26000 members 
Mstep: Class 21 contains 157915 members 
Mstep: Class 22 contains 1406 members 
Mstep: Class 23 contains 2827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157211408.000000 Penalty: 148657.484375
Iteration 37Q: 19 clusters Score -1.572114e+08 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 20760 members 
Mstep: Class 3 contains 18871 members 
Mstep: Class 4 contains 135379 members 
Mstep: Class 5 contains 69872 members 
Mstep: Class 8 contains 20378 members 
Mstep: Class 10 contains 33373 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 13 contains 6102 members 
Mstep: Class 14 contains 67252 members 
Mstep: Class 15 contains 33434 members 
Mstep: Class 16 contains 46975 members 
Mstep: Class 17 contains 45613 members 
Mstep: Class 19 contains 28460 members 
Mstep: Class 20 contains 26094 members 
Mstep: Class 21 contains 157135 members 
Mstep: Class 22 contains 1406 members 
Mstep: Class 23 contains 2835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157212208.000000 Penalty: 148657.484375
Iteration 38Q: 19 clusters Score -1.572122e+08 nChanged 3320
Entering ConstructFrom: 
Score: -157212208.000000 Penalty: 148657.484375
Entering ConstructFrom: 
Trying to split cluster 1 (2464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Entering Unmasked Estep 
Score: -499549.843750 Penalty: 4783.344238
	Iteration 0F: 2 clusters Score -499549.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -494407.156250 Penalty: 9566.688477
	Iteration 0F: 3 clusters Score -494407.2 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -495454.500000 Penalty: 9566.688477
	Iteration 1F: 3 clusters Score -495454.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -496248.500000 Penalty: 9566.688477
	Iteration 2F: 3 clusters Score -496248.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -497165.593750 Penalty: 9566.688477
	Iteration 3F: 3 clusters Score -497165.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -498504.000000 Penalty: 9566.688477
	Iteration 4F: 3 clusters Score -498504 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -500034.250000 Penalty: 9566.688477
	Iteration 5F: 3 clusters Score -500034.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -501242.437500 Penalty: 9566.688477
	Iteration 6F: 3 clusters Score -501242.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -502373.531250 Penalty: 9566.688477
	Iteration 7Q: 3 clusters Score -502373.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -503655.625000 Penalty: 9566.688477
	Iteration 8Q: 3 clusters Score -503655.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -504932.250000 Penalty: 9566.688477
	Iteration 9Q: 3 clusters Score -504932.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -505597.656250 Penalty: 9566.688477
	Iteration 10Q: 3 clusters Score -505597.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -505986.687500 Penalty: 9566.688477
	Iteration 11Q: 3 clusters Score -505986.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -506048.718750 Penalty: 9566.688477
	Iteration 12Q: 3 clusters Score -506048.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -506098.250000 Penalty: 9566.688477
	Iteration 13Q: 3 clusters Score -506098.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -506133.968750 Penalty: 9566.688477
	Iteration 14Q: 3 clusters Score -506134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -506156.281250 Penalty: 9566.688477
	Iteration 15Q: 3 clusters Score -506156.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -506206.968750 Penalty: 9566.688477
	Iteration 16Q: 3 clusters Score -506207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -506233.343750 Penalty: 9566.688477
	Iteration 17Q: 3 clusters Score -506233.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -506243.218750 Penalty: 9566.688477
	Iteration 18Q: 3 clusters Score -506243.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -506245.750000 Penalty: 9566.688477
	Iteration 19Q: 3 clusters Score -506245.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -506365.156250 Penalty: 9566.688477
	Iteration 20F: 3 clusters Score -506365.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -506504.593750 Penalty: 9566.688477
	Iteration 21Q: 3 clusters Score -506504.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -506627.812500 Penalty: 9566.688477
	Iteration 22Q: 3 clusters Score -506627.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -506666.875000 Penalty: 9566.688477
	Iteration 23Q: 3 clusters Score -506666.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -506686.437500 Penalty: 9566.688477
	Iteration 24Q: 3 clusters Score -506686.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -506692.562500 Penalty: 9566.688477
	Iteration 25Q: 3 clusters Score -506692.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -506692.562500 Penalty: 9566.688477
	Iteration 26F: 3 clusters Score -506692.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 21387 members 
Mstep: Class 3 contains 18777 members 
Mstep: Class 4 contains 135371 members 
Mstep: Class 5 contains 70430 members 
Mstep: Class 6 contains 1152 members 
Mstep: Class 8 contains 20334 members 
Mstep: Class 10 contains 33343 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 13 contains 6104 members 
Mstep: Class 14 contains 67260 members 
Mstep: Class 15 contains 32763 members 
Mstep: Class 16 contains 47036 members 
Mstep: Class 17 contains 45667 members 
Mstep: Class 19 contains 28492 members 
Mstep: Class 20 contains 26158 members 
Mstep: Class 21 contains 156566 members 
Mstep: Class 22 contains 1406 members 
Mstep: Class 23 contains 2845 members 
Entering Unmasked Estep 
Score: -157215280.000000 Penalty: 156916.234375
Splitting cluster 1 changes total score from -157212208.000000 to -157215280.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 2 (21387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Entering Unmasked Estep 
Score: -4781766.500000 Penalty: 6106.954590
	Iteration 0F: 2 clusters Score -4781766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -4764384.000000 Penalty: 12213.909180
	Iteration 0F: 3 clusters Score -4764384 nChanged 8650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -4769117.500000 Penalty: 12213.909180
	Iteration 1F: 3 clusters Score -4769118 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -4769802.500000 Penalty: 12213.909180
	Iteration 2F: 3 clusters Score -4769802 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -4770306.000000 Penalty: 12213.909180
	Iteration 3F: 3 clusters Score -4770306 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -4770811.500000 Penalty: 12213.909180
	Iteration 4Q: 3 clusters Score -4770812 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -4771417.000000 Penalty: 12213.909180
	Iteration 5Q: 3 clusters Score -4771417 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -4772037.500000 Penalty: 12213.909180
	Iteration 6Q: 3 clusters Score -4772038 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -4772672.000000 Penalty: 12213.909180
	Iteration 7Q: 3 clusters Score -4772672 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -4773309.000000 Penalty: 12213.909180
	Iteration 8Q: 3 clusters Score -4773309 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -4774066.000000 Penalty: 12213.909180
	Iteration 9Q: 3 clusters Score -4774066 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -4774913.500000 Penalty: 12213.909180
	Iteration 10Q: 3 clusters Score -4774914 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -4775745.500000 Penalty: 12213.909180
	Iteration 11Q: 3 clusters Score -4775746 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -4776369.000000 Penalty: 12213.909180
	Iteration 12Q: 3 clusters Score -4776369 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -4776936.500000 Penalty: 12213.909180
	Iteration 13Q: 3 clusters Score -4776936 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -4777446.500000 Penalty: 12213.909180
	Iteration 14Q: 3 clusters Score -4777446 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -4777965.500000 Penalty: 12213.909180
	Iteration 15Q: 3 clusters Score -4777966 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -4778413.000000 Penalty: 12213.909180
	Iteration 16Q: 3 clusters Score -4778413 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -4778769.000000 Penalty: 12213.909180
	Iteration 17Q: 3 clusters Score -4778769 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -4779014.000000 Penalty: 12213.909180
	Iteration 18Q: 3 clusters Score -4779014 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -4779185.000000 Penalty: 12213.909180
	Iteration 19Q: 3 clusters Score -4779185 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -4779300.500000 Penalty: 12213.909180
	Iteration 20F: 3 clusters Score -4779300 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -4779368.500000 Penalty: 12213.909180
	Iteration 21Q: 3 clusters Score -4779368 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -4779451.500000 Penalty: 12213.909180
	Iteration 22Q: 3 clusters Score -4779452 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -4779561.000000 Penalty: 12213.909180
	Iteration 23Q: 3 clusters Score -4779561 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -4779701.000000 Penalty: 12213.909180
	Iteration 24Q: 3 clusters Score -4779701 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -4779849.500000 Penalty: 12213.909180
	Iteration 25Q: 3 clusters Score -4779850 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -4779951.000000 Penalty: 12213.909180
	Iteration 26Q: 3 clusters Score -4779951 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -4779991.500000 Penalty: 12213.909180
	Iteration 27Q: 3 clusters Score -4779992 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -4780016.500000 Penalty: 12213.909180
	Iteration 28Q: 3 clusters Score -4780016 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -4780015.000000 Penalty: 12213.909180
	Iteration 29Q: 3 clusters Score -4780015 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -4780022.500000 Penalty: 12213.909180
	Iteration 30Q: 3 clusters Score -4780022 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -4780041.500000 Penalty: 12213.909180
	Iteration 31Q: 3 clusters Score -4780042 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -4780047.000000 Penalty: 12213.909180
	Iteration 32Q: 3 clusters Score -4780047 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -4780048.500000 Penalty: 12213.909180
	Iteration 33Q: 3 clusters Score -4780048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -4780058.500000 Penalty: 12213.909180
	Iteration 34Q: 3 clusters Score -4780058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -4780060.000000 Penalty: 12213.909180
	Iteration 35Q: 3 clusters Score -4780060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -4780064.500000 Penalty: 12213.909180
	Iteration 36Q: 3 clusters Score -4780064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -4780060.000000 Penalty: 12213.909180
	Iteration 37Q: 3 clusters Score -4780060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -4780067.500000 Penalty: 12213.909180
	Iteration 38Q: 3 clusters Score -4780068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -4780065.000000 Penalty: 12213.909180
	Iteration 39Q: 3 clusters Score -4780065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -4780065.000000 Penalty: 12213.909180
	Iteration 40F: 3 clusters Score -4780065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -4780061.500000 Penalty: 12213.909180
	Iteration 41Q: 3 clusters Score -4780062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -4780061.500000 Penalty: 12213.909180
	Iteration 42F: 3 clusters Score -4780062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Entering Unmasked Estep 
Score: -4041973.000000 Penalty: 6027.237793
	Iteration 0F: 2 clusters Score -4041973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -4026246.000000 Penalty: 12054.475586
	Iteration 0F: 3 clusters Score -4026246 nChanged 7577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -4030713.250000 Penalty: 12054.475586
	Iteration 1F: 3 clusters Score -4030713 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -4031912.750000 Penalty: 12054.475586
	Iteration 2F: 3 clusters Score -4031913 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -4033156.000000 Penalty: 12054.475586
	Iteration 3F: 3 clusters Score -4033156 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -4034540.750000 Penalty: 12054.475586
	Iteration 4F: 3 clusters Score -4034541 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -4035872.500000 Penalty: 12054.475586
	Iteration 5F: 3 clusters Score -4035872 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -4036913.250000 Penalty: 12054.475586
	Iteration 6F: 3 clusters Score -4036913 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -4037628.500000 Penalty: 12054.475586
	Iteration 7Q: 3 clusters Score -4037628 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -4038093.500000 Penalty: 12054.475586
	Iteration 8Q: 3 clusters Score -4038094 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -4038373.750000 Penalty: 12054.475586
	Iteration 9Q: 3 clusters Score -4038374 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -4038573.000000 Penalty: 12054.475586
	Iteration 10Q: 3 clusters Score -4038573 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -4038698.750000 Penalty: 12054.475586
	Iteration 11Q: 3 clusters Score -4038699 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -4038808.500000 Penalty: 12054.475586
	Iteration 12Q: 3 clusters Score -4038808 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -4038885.250000 Penalty: 12054.475586
	Iteration 13Q: 3 clusters Score -4038885 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -4038928.750000 Penalty: 12054.475586
	Iteration 14Q: 3 clusters Score -4038929 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -4038959.750000 Penalty: 12054.475586
	Iteration 15Q: 3 clusters Score -4038960 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -4038976.000000 Penalty: 12054.475586
	Iteration 16Q: 3 clusters Score -4038976 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -4038991.500000 Penalty: 12054.475586
	Iteration 17Q: 3 clusters Score -4038992 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -4039017.000000 Penalty: 12054.475586
	Iteration 18Q: 3 clusters Score -4039017 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -4039028.500000 Penalty: 12054.475586
	Iteration 19Q: 3 clusters Score -4039028 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -4039030.000000 Penalty: 12054.475586
	Iteration 20F: 3 clusters Score -4039030 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -4039031.750000 Penalty: 12054.475586
	Iteration 21Q: 3 clusters Score -4039032 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -4039038.500000 Penalty: 12054.475586
	Iteration 22Q: 3 clusters Score -4039038 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -4039038.250000 Penalty: 12054.475586
	Iteration 23Q: 3 clusters Score -4039038 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -4039034.000000 Penalty: 12054.475586
	Iteration 24Q: 3 clusters Score -4039034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -4039046.500000 Penalty: 12054.475586
	Iteration 25Q: 3 clusters Score -4039046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -4039044.750000 Penalty: 12054.475586
	Iteration 26Q: 3 clusters Score -4039045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -4039047.750000 Penalty: 12054.475586
	Iteration 27Q: 3 clusters Score -4039048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -4039059.000000 Penalty: 12054.475586
	Iteration 28Q: 3 clusters Score -4039059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -4039056.500000 Penalty: 12054.475586
	Iteration 29Q: 3 clusters Score -4039056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -4039053.500000 Penalty: 12054.475586
	Iteration 30Q: 3 clusters Score -4039054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -4039061.250000 Penalty: 12054.475586
	Iteration 31Q: 3 clusters Score -4039061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -4039058.750000 Penalty: 12054.475586
	Iteration 32Q: 3 clusters Score -4039059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -4039061.000000 Penalty: 12054.475586
	Iteration 33Q: 3 clusters Score -4039061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -4039067.500000 Penalty: 12054.475586
	Iteration 34Q: 3 clusters Score -4039068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -4039067.250000 Penalty: 12054.475586
	Iteration 35Q: 3 clusters Score -4039067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -4039068.750000 Penalty: 12054.475586
	Iteration 36Q: 3 clusters Score -4039069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -4039071.250000 Penalty: 12054.475586
	Iteration 37Q: 3 clusters Score -4039071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -4039070.750000 Penalty: 12054.475586
	Iteration 38Q: 3 clusters Score -4039071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -4039076.250000 Penalty: 12054.475586
	Iteration 39Q: 3 clusters Score -4039076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -4039073.500000 Penalty: 12054.475586
	Iteration 40F: 3 clusters Score -4039074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -4039073.250000 Penalty: 12054.475586
	Iteration 41Q: 3 clusters Score -4039073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -4039071.000000 Penalty: 12054.475586
	Iteration 42Q: 3 clusters Score -4039071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -4039070.250000 Penalty: 12054.475586
	Iteration 43Q: 3 clusters Score -4039070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -4039079.500000 Penalty: 12054.475586
	Iteration 44Q: 3 clusters Score -4039080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -4039073.750000 Penalty: 12054.475586
	Iteration 45Q: 3 clusters Score -4039074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -4039067.000000 Penalty: 12054.475586
	Iteration 46Q: 3 clusters Score -4039067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -4039074.250000 Penalty: 12054.475586
	Iteration 47Q: 3 clusters Score -4039074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -4039074.000000 Penalty: 12054.475586
	Iteration 48Q: 3 clusters Score -4039074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -4039068.250000 Penalty: 12054.475586
	Iteration 49Q: 3 clusters Score -4039068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -4039076.750000 Penalty: 12054.475586
	Iteration 50Q: 3 clusters Score -4039077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -4039080.000000 Penalty: 12054.475586
	Iteration 51Q: 3 clusters Score -4039080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -4039085.250000 Penalty: 12054.475586
	Iteration 52Q: 3 clusters Score -4039085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -4039080.500000 Penalty: 12054.475586
	Iteration 53Q: 3 clusters Score -4039080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -4039075.750000 Penalty: 12054.475586
	Iteration 54Q: 3 clusters Score -4039076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -4039077.500000 Penalty: 12054.475586
	Iteration 55Q: 3 clusters Score -4039078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -4039077.000000 Penalty: 12054.475586
	Iteration 56Q: 3 clusters Score -4039077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -4039077.250000 Penalty: 12054.475586
	Iteration 57Q: 3 clusters Score -4039077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -4039074.250000 Penalty: 12054.475586
	Iteration 58Q: 3 clusters Score -4039074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -4039074.250000 Penalty: 12054.475586
	Iteration 59Q: 3 clusters Score -4039074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -4039071.500000 Penalty: 12054.475586
	Iteration 60F: 3 clusters Score -4039072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -4039075.000000 Penalty: 12054.475586
	Iteration 61Q: 3 clusters Score -4039075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -4039078.750000 Penalty: 12054.475586
	Iteration 62Q: 3 clusters Score -4039079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -4039077.500000 Penalty: 12054.475586
	Iteration 63Q: 3 clusters Score -4039078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -4039077.500000 Penalty: 12054.475586
	Iteration 64F: 3 clusters Score -4039078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (135371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135371 members 
Entering Unmasked Estep 
Score: -30185492.000000 Penalty: 7237.161621
	Iteration 0F: 2 clusters Score -3.018549e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67490 members 
Mstep: Class 2 contains 67881 members 
Entering Unmasked Estep 
Score: -30095380.000000 Penalty: 14474.323242
	Iteration 0F: 3 clusters Score -3.009538e+07 nChanged 62501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66065 members 
Mstep: Class 2 contains 69306 members 
Entering Unmasked Estep 
Score: -30129948.000000 Penalty: 14474.323242
	Iteration 1F: 3 clusters Score -3.012995e+07 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65357 members 
Mstep: Class 2 contains 70014 members 
Entering Unmasked Estep 
Score: -30131786.000000 Penalty: 14474.323242
	Iteration 2Q: 3 clusters Score -3.013179e+07 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64388 members 
Mstep: Class 2 contains 70983 members 
Entering Unmasked Estep 
Score: -30133682.000000 Penalty: 14474.323242
	Iteration 3Q: 3 clusters Score -3.013368e+07 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63138 members 
Mstep: Class 2 contains 72233 members 
Entering Unmasked Estep 
Score: -30135836.000000 Penalty: 14474.323242
	Iteration 4Q: 3 clusters Score -3.013584e+07 nChanged 6223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61767 members 
Mstep: Class 2 contains 73604 members 
Entering Unmasked Estep 
Score: -30138836.000000 Penalty: 14474.323242
	Iteration 5Q: 3 clusters Score -3.013884e+07 nChanged 6839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60256 members 
Mstep: Class 2 contains 75115 members 
Entering Unmasked Estep 
Score: -30142546.000000 Penalty: 14474.323242
	Iteration 6F: 3 clusters Score -3.014255e+07 nChanged 7276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58658 members 
Mstep: Class 2 contains 76713 members 
Entering Unmasked Estep 
Score: -30146272.000000 Penalty: 14474.323242
	Iteration 7F: 3 clusters Score -3.014627e+07 nChanged 7345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56883 members 
Mstep: Class 2 contains 78488 members 
Entering Unmasked Estep 
Score: -30150358.000000 Penalty: 14474.323242
	Iteration 8F: 3 clusters Score -3.015036e+07 nChanged 7217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54578 members 
Mstep: Class 2 contains 80793 members 
Entering Unmasked Estep 
Score: -30154312.000000 Penalty: 14474.323242
	Iteration 9F: 3 clusters Score -3.015431e+07 nChanged 6973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51541 members 
Mstep: Class 2 contains 83830 members 
Entering Unmasked Estep 
Score: -30158764.000000 Penalty: 14474.323242
	Iteration 10F: 3 clusters Score -3.015876e+07 nChanged 6790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47853 members 
Mstep: Class 2 contains 87518 members 
Entering Unmasked Estep 
Score: -30163986.000000 Penalty: 14474.323242
	Iteration 11F: 3 clusters Score -3.016399e+07 nChanged 6780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43737 members 
Mstep: Class 2 contains 91634 members 
Entering Unmasked Estep 
Score: -30172130.000000 Penalty: 14474.323242
	Iteration 12F: 3 clusters Score -3.017213e+07 nChanged 6480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40889 members 
Mstep: Class 2 contains 94482 members 
Entering Unmasked Estep 
Score: -30185828.000000 Penalty: 14474.323242
	Iteration 13Q: 3 clusters Score -3.018583e+07 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42277 members 
Mstep: Class 2 contains 93094 members 
Entering Unmasked Estep 
Score: -30193184.000000 Penalty: 14474.323242
	Iteration 14Q: 3 clusters Score -3.019318e+07 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45388 members 
Mstep: Class 2 contains 89983 members 
Entering Unmasked Estep 
Score: -30197756.000000 Penalty: 14474.323242
	Iteration 15Q: 3 clusters Score -3.019776e+07 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49226 members 
Mstep: Class 2 contains 86145 members 
Entering Unmasked Estep 
Score: -30203360.000000 Penalty: 14474.323242
	Iteration 16Q: 3 clusters Score -3.020336e+07 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53362 members 
Mstep: Class 2 contains 82009 members 
Entering Unmasked Estep 
Score: -30209598.000000 Penalty: 14474.323242
	Iteration 17Q: 3 clusters Score -3.02096e+07 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56958 members 
Mstep: Class 2 contains 78413 members 
Entering Unmasked Estep 
Score: -30214540.000000 Penalty: 14474.323242
	Iteration 18Q: 3 clusters Score -3.021454e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59583 members 
Mstep: Class 2 contains 75788 members 
Entering Unmasked Estep 
Score: -30217938.000000 Penalty: 14474.323242
	Iteration 19Q: 3 clusters Score -3.021794e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61340 members 
Mstep: Class 2 contains 74031 members 
Entering Unmasked Estep 
Score: -30220758.000000 Penalty: 14474.323242
	Iteration 20F: 3 clusters Score -3.022076e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62782 members 
Mstep: Class 2 contains 72589 members 
Entering Unmasked Estep 
Score: -30222216.000000 Penalty: 14474.323242
	Iteration 21Q: 3 clusters Score -3.022222e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63640 members 
Mstep: Class 2 contains 71731 members 
Entering Unmasked Estep 
Score: -30222704.000000 Penalty: 14474.323242
	Iteration 22Q: 3 clusters Score -3.02227e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64097 members 
Mstep: Class 2 contains 71274 members 
Entering Unmasked Estep 
Score: -30222802.000000 Penalty: 14474.323242
	Iteration 23Q: 3 clusters Score -3.02228e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64354 members 
Mstep: Class 2 contains 71017 members 
Entering Unmasked Estep 
Score: -30222818.000000 Penalty: 14474.323242
	Iteration 24Q: 3 clusters Score -3.022282e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64477 members 
Mstep: Class 2 contains 70894 members 
Entering Unmasked Estep 
Score: -30222860.000000 Penalty: 14474.323242
	Iteration 25Q: 3 clusters Score -3.022286e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64544 members 
Mstep: Class 2 contains 70827 members 
Entering Unmasked Estep 
Score: -30222838.000000 Penalty: 14474.323242
	Iteration 26Q: 3 clusters Score -3.022284e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64575 members 
Mstep: Class 2 contains 70796 members 
Entering Unmasked Estep 
Score: -30222838.000000 Penalty: 14474.323242
	Iteration 27Q: 3 clusters Score -3.022284e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64590 members 
Mstep: Class 2 contains 70781 members 
Entering Unmasked Estep 
Score: -30222836.000000 Penalty: 14474.323242
	Iteration 28Q: 3 clusters Score -3.022284e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64592 members 
Mstep: Class 2 contains 70779 members 
Entering Unmasked Estep 
Score: -30222838.000000 Penalty: 14474.323242
	Iteration 29Q: 3 clusters Score -3.022284e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64592 members 
Mstep: Class 2 contains 70779 members 
Entering Unmasked Estep 
Score: -30222838.000000 Penalty: 14474.323242
	Iteration 30F: 3 clusters Score -3.022284e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 21387 members 
Mstep: Class 3 contains 18777 members 
Mstep: Class 4 contains 64592 members 
Mstep: Class 5 contains 70430 members 
Mstep: Class 6 contains 1152 members 
Mstep: Class 7 contains 70779 members 
Mstep: Class 8 contains 20334 members 
Mstep: Class 10 contains 33343 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 13 contains 6104 members 
Mstep: Class 14 contains 67260 members 
Mstep: Class 15 contains 32763 members 
Mstep: Class 16 contains 47036 members 
Mstep: Class 17 contains 45667 members 
Mstep: Class 19 contains 28492 members 
Mstep: Class 20 contains 26158 members 
Mstep: Class 21 contains 156566 members 
Mstep: Class 22 contains 1406 members 
Mstep: Class 23 contains 2845 members 
Entering Unmasked Estep 
Score: -157249696.000000 Penalty: 165174.984375
Splitting cluster 4 changes total score from -157212208.000000 to -157249696.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 5 (70430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70430 members 
Entering Unmasked Estep 
Score: -15864656.000000 Penalty: 6836.954590
	Iteration 0F: 2 clusters Score -1.586466e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35290 members 
Mstep: Class 2 contains 35140 members 
Entering Unmasked Estep 
Score: -15815542.000000 Penalty: 13673.909180
	Iteration 0F: 3 clusters Score -1.581554e+07 nChanged 31696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35496 members 
Mstep: Class 2 contains 34934 members 
Entering Unmasked Estep 
Score: -15832942.000000 Penalty: 13673.909180
	Iteration 1F: 3 clusters Score -1.583294e+07 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35711 members 
Mstep: Class 2 contains 34719 members 
Entering Unmasked Estep 
Score: -15834036.000000 Penalty: 13673.909180
	Iteration 2Q: 3 clusters Score -1.583404e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 34459 members 
Entering Unmasked Estep 
Score: -15835143.000000 Penalty: 13673.909180
	Iteration 3Q: 3 clusters Score -1.583514e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36242 members 
Mstep: Class 2 contains 34188 members 
Entering Unmasked Estep 
Score: -15836255.000000 Penalty: 13673.909180
	Iteration 4Q: 3 clusters Score -1.583626e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36537 members 
Mstep: Class 2 contains 33893 members 
Entering Unmasked Estep 
Score: -15837774.000000 Penalty: 13673.909180
	Iteration 5Q: 3 clusters Score -1.583777e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36875 members 
Mstep: Class 2 contains 33555 members 
Entering Unmasked Estep 
Score: -15840383.000000 Penalty: 13673.909180
	Iteration 6Q: 3 clusters Score -1.584038e+07 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36786 members 
Mstep: Class 2 contains 33644 members 
Entering Unmasked Estep 
Score: -15843674.000000 Penalty: 13673.909180
	Iteration 7F: 3 clusters Score -1.584367e+07 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35839 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -15846889.000000 Penalty: 13673.909180
	Iteration 8F: 3 clusters Score -1.584689e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34197 members 
Mstep: Class 2 contains 36233 members 
Entering Unmasked Estep 
Score: -15849932.000000 Penalty: 13673.909180
	Iteration 9F: 3 clusters Score -1.584993e+07 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32194 members 
Mstep: Class 2 contains 38236 members 
Entering Unmasked Estep 
Score: -15853782.000000 Penalty: 13673.909180
	Iteration 10F: 3 clusters Score -1.585378e+07 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30350 members 
Mstep: Class 2 contains 40080 members 
Entering Unmasked Estep 
Score: -15858563.000000 Penalty: 13673.909180
	Iteration 11F: 3 clusters Score -1.585856e+07 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29078 members 
Mstep: Class 2 contains 41352 members 
Entering Unmasked Estep 
Score: -15864372.000000 Penalty: 13673.909180
	Iteration 12F: 3 clusters Score -1.586437e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 41447 members 
Entering Unmasked Estep 
Score: -15869081.000000 Penalty: 13673.909180
	Iteration 13Q: 3 clusters Score -1.586908e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29776 members 
Mstep: Class 2 contains 40654 members 
Entering Unmasked Estep 
Score: -15872066.000000 Penalty: 13673.909180
	Iteration 14Q: 3 clusters Score -1.587207e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30864 members 
Mstep: Class 2 contains 39566 members 
Entering Unmasked Estep 
Score: -15874127.000000 Penalty: 13673.909180
	Iteration 15Q: 3 clusters Score -1.587413e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31924 members 
Mstep: Class 2 contains 38506 members 
Entering Unmasked Estep 
Score: -15875300.000000 Penalty: 13673.909180
	Iteration 16Q: 3 clusters Score -1.58753e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32727 members 
Mstep: Class 2 contains 37703 members 
Entering Unmasked Estep 
Score: -15875815.000000 Penalty: 13673.909180
	Iteration 17Q: 3 clusters Score -1.587582e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33292 members 
Mstep: Class 2 contains 37138 members 
Entering Unmasked Estep 
Score: -15876056.000000 Penalty: 13673.909180
	Iteration 18Q: 3 clusters Score -1.587606e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33695 members 
Mstep: Class 2 contains 36735 members 
Entering Unmasked Estep 
Score: -15876155.000000 Penalty: 13673.909180
	Iteration 19Q: 3 clusters Score -1.587616e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33952 members 
Mstep: Class 2 contains 36478 members 
Entering Unmasked Estep 
Score: -15876175.000000 Penalty: 13673.909180
	Iteration 20F: 3 clusters Score -1.587618e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34125 members 
Mstep: Class 2 contains 36305 members 
Entering Unmasked Estep 
Score: -15876264.000000 Penalty: 13673.909180
	Iteration 21Q: 3 clusters Score -1.587626e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34242 members 
Mstep: Class 2 contains 36188 members 
Entering Unmasked Estep 
Score: -15876234.000000 Penalty: 13673.909180
	Iteration 22Q: 3 clusters Score -1.587623e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34313 members 
Mstep: Class 2 contains 36117 members 
Entering Unmasked Estep 
Score: -15876256.000000 Penalty: 13673.909180
	Iteration 23Q: 3 clusters Score -1.587626e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34353 members 
Mstep: Class 2 contains 36077 members 
Entering Unmasked Estep 
Score: -15876246.000000 Penalty: 13673.909180
	Iteration 24Q: 3 clusters Score -1.587625e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34378 members 
Mstep: Class 2 contains 36052 members 
Entering Unmasked Estep 
Score: -15876253.000000 Penalty: 13673.909180
	Iteration 25Q: 3 clusters Score -1.587625e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34401 members 
Mstep: Class 2 contains 36029 members 
Entering Unmasked Estep 
Score: -15876261.000000 Penalty: 13673.909180
	Iteration 26Q: 3 clusters Score -1.587626e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34418 members 
Mstep: Class 2 contains 36012 members 
Entering Unmasked Estep 
Score: -15876260.000000 Penalty: 13673.909180
	Iteration 27Q: 3 clusters Score -1.587626e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34425 members 
Mstep: Class 2 contains 36005 members 
Entering Unmasked Estep 
Score: -15876266.000000 Penalty: 13673.909180
	Iteration 28Q: 3 clusters Score -1.587627e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34431 members 
Mstep: Class 2 contains 35999 members 
Entering Unmasked Estep 
Score: -15876258.000000 Penalty: 13673.909180
	Iteration 29Q: 3 clusters Score -1.587626e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34436 members 
Mstep: Class 2 contains 35994 members 
Entering Unmasked Estep 
Score: -15876254.000000 Penalty: 13673.909180
	Iteration 30Q: 3 clusters Score -1.587625e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 35989 members 
Entering Unmasked Estep 
Score: -15876270.000000 Penalty: 13673.909180
	Iteration 31Q: 3 clusters Score -1.587627e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34445 members 
Mstep: Class 2 contains 35985 members 
Entering Unmasked Estep 
Score: -15876269.000000 Penalty: 13673.909180
	Iteration 32Q: 3 clusters Score -1.587627e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34447 members 
Mstep: Class 2 contains 35983 members 
Entering Unmasked Estep 
Score: -15876259.000000 Penalty: 13673.909180
	Iteration 33Q: 3 clusters Score -1.587626e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34448 members 
Mstep: Class 2 contains 35982 members 
Entering Unmasked Estep 
Score: -15876264.000000 Penalty: 13673.909180
	Iteration 34Q: 3 clusters Score -1.587626e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34448 members 
Mstep: Class 2 contains 35982 members 
Entering Unmasked Estep 
Score: -15876264.000000 Penalty: 13673.909180
	Iteration 35F: 3 clusters Score -1.587626e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 21387 members 
Mstep: Class 3 contains 18777 members 
Mstep: Class 4 contains 64592 members 
Mstep: Class 5 contains 34448 members 
Mstep: Class 6 contains 1152 members 
Mstep: Class 7 contains 70779 members 
Mstep: Class 8 contains 20334 members 
Mstep: Class 9 contains 35982 members 
Mstep: Class 10 contains 33343 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 13 contains 6104 members 
Mstep: Class 14 contains 67260 members 
Mstep: Class 15 contains 32763 members 
Mstep: Class 16 contains 47036 members 
Mstep: Class 17 contains 45667 members 
Mstep: Class 19 contains 28492 members 
Mstep: Class 20 contains 26158 members 
Mstep: Class 21 contains 156566 members 
Mstep: Class 22 contains 1406 members 
Mstep: Class 23 contains 2845 members 
Entering Unmasked Estep 
Score: -157258544.000000 Penalty: 173433.734375
Splitting cluster 5 changes total score from -157212208.000000 to -157258544.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 8 (20334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Entering Unmasked Estep 
Score: -4326501.000000 Penalty: 6076.030273
	Iteration 0F: 2 clusters Score -4326501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -4309852.000000 Penalty: 12152.060547
	Iteration 0F: 3 clusters Score -4309852 nChanged 8362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -4314863.500000 Penalty: 12152.060547
	Iteration 1F: 3 clusters Score -4314864 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -4316315.500000 Penalty: 12152.060547
	Iteration 2F: 3 clusters Score -4316316 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -4317957.000000 Penalty: 12152.060547
	Iteration 3F: 3 clusters Score -4317957 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -4320026.500000 Penalty: 12152.060547
	Iteration 4F: 3 clusters Score -4320026 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -4322206.500000 Penalty: 12152.060547
	Iteration 5F: 3 clusters Score -4322206 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -4323865.500000 Penalty: 12152.060547
	Iteration 6F: 3 clusters Score -4323866 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -4324695.000000 Penalty: 12152.060547
	Iteration 7F: 3 clusters Score -4324695 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -4325143.500000 Penalty: 12152.060547
	Iteration 8Q: 3 clusters Score -4325144 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -4325383.000000 Penalty: 12152.060547
	Iteration 9Q: 3 clusters Score -4325383 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -4325527.500000 Penalty: 12152.060547
	Iteration 10Q: 3 clusters Score -4325528 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -4325601.500000 Penalty: 12152.060547
	Iteration 11Q: 3 clusters Score -4325602 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -4325669.000000 Penalty: 12152.060547
	Iteration 12Q: 3 clusters Score -4325669 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -4325734.500000 Penalty: 12152.060547
	Iteration 13Q: 3 clusters Score -4325734 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -4325782.500000 Penalty: 12152.060547
	Iteration 14Q: 3 clusters Score -4325782 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -4325827.500000 Penalty: 12152.060547
	Iteration 15Q: 3 clusters Score -4325828 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -4325848.500000 Penalty: 12152.060547
	Iteration 16Q: 3 clusters Score -4325848 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -4325877.000000 Penalty: 12152.060547
	Iteration 17Q: 3 clusters Score -4325877 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -4325904.500000 Penalty: 12152.060547
	Iteration 18Q: 3 clusters Score -4325904 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -4325923.000000 Penalty: 12152.060547
	Iteration 19Q: 3 clusters Score -4325923 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -4325926.500000 Penalty: 12152.060547
	Iteration 20F: 3 clusters Score -4325926 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -4325942.000000 Penalty: 12152.060547
	Iteration 21Q: 3 clusters Score -4325942 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -4325948.000000 Penalty: 12152.060547
	Iteration 22Q: 3 clusters Score -4325948 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -4325943.000000 Penalty: 12152.060547
	Iteration 23Q: 3 clusters Score -4325943 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -4325952.000000 Penalty: 12152.060547
	Iteration 24Q: 3 clusters Score -4325952 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -4325957.500000 Penalty: 12152.060547
	Iteration 25Q: 3 clusters Score -4325958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -4325964.000000 Penalty: 12152.060547
	Iteration 26Q: 3 clusters Score -4325964 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -4325969.000000 Penalty: 12152.060547
	Iteration 27Q: 3 clusters Score -4325969 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -4325981.000000 Penalty: 12152.060547
	Iteration 28Q: 3 clusters Score -4325981 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -4325980.000000 Penalty: 12152.060547
	Iteration 29Q: 3 clusters Score -4325980 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -4325994.500000 Penalty: 12152.060547
	Iteration 30Q: 3 clusters Score -4325994 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -4325994.500000 Penalty: 12152.060547
	Iteration 31Q: 3 clusters Score -4325994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -4326004.500000 Penalty: 12152.060547
	Iteration 32Q: 3 clusters Score -4326004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -4325998.000000 Penalty: 12152.060547
	Iteration 33Q: 3 clusters Score -4325998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -4325998.500000 Penalty: 12152.060547
	Iteration 34Q: 3 clusters Score -4325998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -4325995.000000 Penalty: 12152.060547
	Iteration 35Q: 3 clusters Score -4325995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -4325998.500000 Penalty: 12152.060547
	Iteration 36Q: 3 clusters Score -4325998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -4325997.000000 Penalty: 12152.060547
	Iteration 37Q: 3 clusters Score -4325997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -4326002.500000 Penalty: 12152.060547
	Iteration 38Q: 3 clusters Score -4326002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -4326004.500000 Penalty: 12152.060547
	Iteration 39Q: 3 clusters Score -4326004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -4326000.000000 Penalty: 12152.060547
	Iteration 40F: 3 clusters Score -4326000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -4325998.000000 Penalty: 12152.060547
	Iteration 41Q: 3 clusters Score -4325998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -4326003.500000 Penalty: 12152.060547
	Iteration 42Q: 3 clusters Score -4326004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -4326005.500000 Penalty: 12152.060547
	Iteration 43Q: 3 clusters Score -4326006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -4326011.500000 Penalty: 12152.060547
	Iteration 44Q: 3 clusters Score -4326012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -4326014.500000 Penalty: 12152.060547
	Iteration 45Q: 3 clusters Score -4326014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -4326004.000000 Penalty: 12152.060547
	Iteration 46Q: 3 clusters Score -4326004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -4326006.500000 Penalty: 12152.060547
	Iteration 47Q: 3 clusters Score -4326006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -4326016.000000 Penalty: 12152.060547
	Iteration 48Q: 3 clusters Score -4326016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -4326013.500000 Penalty: 12152.060547
	Iteration 49Q: 3 clusters Score -4326014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -4326011.500000 Penalty: 12152.060547
	Iteration 50Q: 3 clusters Score -4326012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -4326010.000000 Penalty: 12152.060547
	Iteration 51Q: 3 clusters Score -4326010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -4326014.500000 Penalty: 12152.060547
	Iteration 52Q: 3 clusters Score -4326014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -4326027.500000 Penalty: 12152.060547
	Iteration 53Q: 3 clusters Score -4326028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -4326032.000000 Penalty: 12152.060547
	Iteration 54Q: 3 clusters Score -4326032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -4326034.500000 Penalty: 12152.060547
	Iteration 55Q: 3 clusters Score -4326034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -4326033.500000 Penalty: 12152.060547
	Iteration 56Q: 3 clusters Score -4326034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -4326033.500000 Penalty: 12152.060547
	Iteration 57Q: 3 clusters Score -4326034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -4326031.000000 Penalty: 12152.060547
	Iteration 58Q: 3 clusters Score -4326031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -4326028.500000 Penalty: 12152.060547
	Iteration 59Q: 3 clusters Score -4326028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -4326032.500000 Penalty: 12152.060547
	Iteration 60F: 3 clusters Score -4326032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -4326030.000000 Penalty: 12152.060547
	Iteration 61Q: 3 clusters Score -4326030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -4326030.000000 Penalty: 12152.060547
	Iteration 62F: 3 clusters Score -4326030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (33343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33343 members 
Entering Unmasked Estep 
Score: -7113877.000000 Penalty: 6378.944336
	Iteration 0F: 2 clusters Score -7113877 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -7088763.000000 Penalty: 12757.888672
	Iteration 0F: 3 clusters Score -7088763 nChanged 14257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -7097031.000000 Penalty: 12757.888672
	Iteration 1F: 3 clusters Score -7097031 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -7098707.000000 Penalty: 12757.888672
	Iteration 2F: 3 clusters Score -7098707 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -7100507.500000 Penalty: 12757.888672
	Iteration 3F: 3 clusters Score -7100508 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -7102480.500000 Penalty: 12757.888672
	Iteration 4F: 3 clusters Score -7102480 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -7104228.500000 Penalty: 12757.888672
	Iteration 5F: 3 clusters Score -7104228 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -7105573.000000 Penalty: 12757.888672
	Iteration 6F: 3 clusters Score -7105573 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -7106525.000000 Penalty: 12757.888672
	Iteration 7Q: 3 clusters Score -7106525 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -7107165.500000 Penalty: 12757.888672
	Iteration 8Q: 3 clusters Score -7107166 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -7107603.000000 Penalty: 12757.888672
	Iteration 9Q: 3 clusters Score -7107603 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -7107912.500000 Penalty: 12757.888672
	Iteration 10Q: 3 clusters Score -7107912 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -7108098.000000 Penalty: 12757.888672
	Iteration 11Q: 3 clusters Score -7108098 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -7108306.500000 Penalty: 12757.888672
	Iteration 12Q: 3 clusters Score -7108306 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -7108457.000000 Penalty: 12757.888672
	Iteration 13Q: 3 clusters Score -7108457 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -7108571.500000 Penalty: 12757.888672
	Iteration 14Q: 3 clusters Score -7108572 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -7108645.000000 Penalty: 12757.888672
	Iteration 15Q: 3 clusters Score -7108645 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -7108740.000000 Penalty: 12757.888672
	Iteration 16Q: 3 clusters Score -7108740 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -7108828.000000 Penalty: 12757.888672
	Iteration 17Q: 3 clusters Score -7108828 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -7108894.500000 Penalty: 12757.888672
	Iteration 18Q: 3 clusters Score -7108894 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -7108928.000000 Penalty: 12757.888672
	Iteration 19Q: 3 clusters Score -7108928 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -7108978.000000 Penalty: 12757.888672
	Iteration 20F: 3 clusters Score -7108978 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -7109043.000000 Penalty: 12757.888672
	Iteration 21Q: 3 clusters Score -7109043 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -7109092.000000 Penalty: 12757.888672
	Iteration 22Q: 3 clusters Score -7109092 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -7109131.500000 Penalty: 12757.888672
	Iteration 23Q: 3 clusters Score -7109132 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -7109164.000000 Penalty: 12757.888672
	Iteration 24Q: 3 clusters Score -7109164 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -7109215.000000 Penalty: 12757.888672
	Iteration 25Q: 3 clusters Score -7109215 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -7109236.000000 Penalty: 12757.888672
	Iteration 26Q: 3 clusters Score -7109236 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -7109244.000000 Penalty: 12757.888672
	Iteration 27Q: 3 clusters Score -7109244 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -7109286.000000 Penalty: 12757.888672
	Iteration 28Q: 3 clusters Score -7109286 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -7109314.500000 Penalty: 12757.888672
	Iteration 29Q: 3 clusters Score -7109314 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -7109337.500000 Penalty: 12757.888672
	Iteration 30Q: 3 clusters Score -7109338 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -7109372.000000 Penalty: 12757.888672
	Iteration 31Q: 3 clusters Score -7109372 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -7109379.500000 Penalty: 12757.888672
	Iteration 32Q: 3 clusters Score -7109380 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -7109382.500000 Penalty: 12757.888672
	Iteration 33Q: 3 clusters Score -7109382 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -7109423.500000 Penalty: 12757.888672
	Iteration 34Q: 3 clusters Score -7109424 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -7109430.500000 Penalty: 12757.888672
	Iteration 35Q: 3 clusters Score -7109430 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -7109450.500000 Penalty: 12757.888672
	Iteration 36Q: 3 clusters Score -7109450 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -7109468.500000 Penalty: 12757.888672
	Iteration 37Q: 3 clusters Score -7109468 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -7109483.000000 Penalty: 12757.888672
	Iteration 38Q: 3 clusters Score -7109483 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -7109498.500000 Penalty: 12757.888672
	Iteration 39Q: 3 clusters Score -7109498 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -7109521.000000 Penalty: 12757.888672
	Iteration 40F: 3 clusters Score -7109521 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -7109527.500000 Penalty: 12757.888672
	Iteration 41Q: 3 clusters Score -7109528 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -7109539.500000 Penalty: 12757.888672
	Iteration 42Q: 3 clusters Score -7109540 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -7109559.000000 Penalty: 12757.888672
	Iteration 43Q: 3 clusters Score -7109559 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -7109551.500000 Penalty: 12757.888672
	Iteration 44Q: 3 clusters Score -7109552 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -7109555.000000 Penalty: 12757.888672
	Iteration 45Q: 3 clusters Score -7109555 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -7109562.000000 Penalty: 12757.888672
	Iteration 46Q: 3 clusters Score -7109562 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -7109571.500000 Penalty: 12757.888672
	Iteration 47Q: 3 clusters Score -7109572 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -7109578.000000 Penalty: 12757.888672
	Iteration 48Q: 3 clusters Score -7109578 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -7109567.500000 Penalty: 12757.888672
	Iteration 49Q: 3 clusters Score -7109568 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -7109583.500000 Penalty: 12757.888672
	Iteration 50Q: 3 clusters Score -7109584 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -7109582.500000 Penalty: 12757.888672
	Iteration 51Q: 3 clusters Score -7109582 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -7109581.500000 Penalty: 12757.888672
	Iteration 52Q: 3 clusters Score -7109582 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -7109585.000000 Penalty: 12757.888672
	Iteration 53Q: 3 clusters Score -7109585 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -7109599.500000 Penalty: 12757.888672
	Iteration 54Q: 3 clusters Score -7109600 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -7109589.000000 Penalty: 12757.888672
	Iteration 55Q: 3 clusters Score -7109589 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -7109597.000000 Penalty: 12757.888672
	Iteration 56Q: 3 clusters Score -7109597 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -7109595.500000 Penalty: 12757.888672
	Iteration 57Q: 3 clusters Score -7109596 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -7109588.000000 Penalty: 12757.888672
	Iteration 58Q: 3 clusters Score -7109588 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -7109619.500000 Penalty: 12757.888672
	Iteration 59Q: 3 clusters Score -7109620 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -7109618.000000 Penalty: 12757.888672
	Iteration 60F: 3 clusters Score -7109618 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -7109625.500000 Penalty: 12757.888672
	Iteration 61Q: 3 clusters Score -7109626 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -7109638.000000 Penalty: 12757.888672
	Iteration 62Q: 3 clusters Score -7109638 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -7109641.500000 Penalty: 12757.888672
	Iteration 63Q: 3 clusters Score -7109642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -7109634.000000 Penalty: 12757.888672
	Iteration 64Q: 3 clusters Score -7109634 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -7109640.000000 Penalty: 12757.888672
	Iteration 65Q: 3 clusters Score -7109640 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -7109658.000000 Penalty: 12757.888672
	Iteration 66Q: 3 clusters Score -7109658 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -7109660.000000 Penalty: 12757.888672
	Iteration 67Q: 3 clusters Score -7109660 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -7109659.500000 Penalty: 12757.888672
	Iteration 68Q: 3 clusters Score -7109660 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -7109664.500000 Penalty: 12757.888672
	Iteration 69Q: 3 clusters Score -7109664 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -7109665.500000 Penalty: 12757.888672
	Iteration 70Q: 3 clusters Score -7109666 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -7109661.500000 Penalty: 12757.888672
	Iteration 71Q: 3 clusters Score -7109662 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -7109648.500000 Penalty: 12757.888672
	Iteration 72Q: 3 clusters Score -7109648 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -7109665.000000 Penalty: 12757.888672
	Iteration 73Q: 3 clusters Score -7109665 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -7109659.000000 Penalty: 12757.888672
	Iteration 74Q: 3 clusters Score -7109659 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -7109675.500000 Penalty: 12757.888672
	Iteration 75Q: 3 clusters Score -7109676 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -7109698.500000 Penalty: 12757.888672
	Iteration 76Q: 3 clusters Score -7109698 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -7109689.500000 Penalty: 12757.888672
	Iteration 77Q: 3 clusters Score -7109690 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -7109691.500000 Penalty: 12757.888672
	Iteration 78Q: 3 clusters Score -7109692 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -7109687.000000 Penalty: 12757.888672
	Iteration 79Q: 3 clusters Score -7109687 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -7109692.500000 Penalty: 12757.888672
	Iteration 80F: 3 clusters Score -7109692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -7109693.000000 Penalty: 12757.888672
	Iteration 81Q: 3 clusters Score -7109693 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -7109703.500000 Penalty: 12757.888672
	Iteration 82Q: 3 clusters Score -7109704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -7109714.000000 Penalty: 12757.888672
	Iteration 83Q: 3 clusters Score -7109714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -7109708.000000 Penalty: 12757.888672
	Iteration 84Q: 3 clusters Score -7109708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -7109704.500000 Penalty: 12757.888672
	Iteration 85Q: 3 clusters Score -7109704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -7109717.500000 Penalty: 12757.888672
	Iteration 86Q: 3 clusters Score -7109718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -7109721.000000 Penalty: 12757.888672
	Iteration 87Q: 3 clusters Score -7109721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -7109717.500000 Penalty: 12757.888672
	Iteration 88Q: 3 clusters Score -7109718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -7109703.000000 Penalty: 12757.888672
	Iteration 89Q: 3 clusters Score -7109703 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -7109718.000000 Penalty: 12757.888672
	Iteration 90Q: 3 clusters Score -7109718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -7109708.000000 Penalty: 12757.888672
	Iteration 91Q: 3 clusters Score -7109708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -7109711.000000 Penalty: 12757.888672
	Iteration 92Q: 3 clusters Score -7109711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -7109705.000000 Penalty: 12757.888672
	Iteration 93Q: 3 clusters Score -7109705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -7109705.000000 Penalty: 12757.888672
	Iteration 94F: 3 clusters Score -7109705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Entering Unmasked Estep 
Score: -245241.906250 Penalty: 4308.562500
	Iteration 0F: 2 clusters Score -245241.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -241074.843750 Penalty: 8617.125000
	Iteration 0F: 3 clusters Score -241074.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -241566.062500 Penalty: 8617.125000
	Iteration 1F: 3 clusters Score -241566.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -241825.906250 Penalty: 8617.125000
	Iteration 2F: 3 clusters Score -241825.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -241926.171875 Penalty: 8617.125000
	Iteration 3Q: 3 clusters Score -241926.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -241986.437500 Penalty: 8617.125000
	Iteration 4Q: 3 clusters Score -241986.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -242066.953125 Penalty: 8617.125000
	Iteration 5Q: 3 clusters Score -242067 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -242143.218750 Penalty: 8617.125000
	Iteration 6Q: 3 clusters Score -242143.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -242253.562500 Penalty: 8617.125000
	Iteration 7Q: 3 clusters Score -242253.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -242290.421875 Penalty: 8617.125000
	Iteration 8Q: 3 clusters Score -242290.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -242350.828125 Penalty: 8617.125000
	Iteration 9Q: 3 clusters Score -242350.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -242362.265625 Penalty: 8617.125000
	Iteration 10Q: 3 clusters Score -242362.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -242371.843750 Penalty: 8617.125000
	Iteration 11Q: 3 clusters Score -242371.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -242387.359375 Penalty: 8617.125000
	Iteration 12Q: 3 clusters Score -242387.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -242394.953125 Penalty: 8617.125000
	Iteration 13Q: 3 clusters Score -242395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -242394.953125 Penalty: 8617.125000
	Iteration 14F: 3 clusters Score -242395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Entering Unmasked Estep 
Score: -1273438.875000 Penalty: 5338.978516
	Iteration 0F: 2 clusters Score -1273439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1266234.250000 Penalty: 10677.957031
	Iteration 0F: 3 clusters Score -1266234 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1269487.250000 Penalty: 10677.957031
	Iteration 1F: 3 clusters Score -1269487 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1273089.250000 Penalty: 10677.957031
	Iteration 2F: 3 clusters Score -1273089 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1276916.250000 Penalty: 10677.957031
	Iteration 3F: 3 clusters Score -1276916 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1279159.625000 Penalty: 10677.957031
	Iteration 4F: 3 clusters Score -1279160 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1279807.250000 Penalty: 10677.957031
	Iteration 5Q: 3 clusters Score -1279807 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1279927.750000 Penalty: 10677.957031
	Iteration 6Q: 3 clusters Score -1279928 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1279970.000000 Penalty: 10677.957031
	Iteration 7Q: 3 clusters Score -1279970 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1279989.875000 Penalty: 10677.957031
	Iteration 8Q: 3 clusters Score -1279990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1279997.750000 Penalty: 10677.957031
	Iteration 9Q: 3 clusters Score -1279998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1280000.250000 Penalty: 10677.957031
	Iteration 10Q: 3 clusters Score -1280000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1280000.125000 Penalty: 10677.957031
	Iteration 11Q: 3 clusters Score -1280000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1280000.125000 Penalty: 10677.957031
	Iteration 12F: 3 clusters Score -1280000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 21387 members 
Mstep: Class 3 contains 18777 members 
Mstep: Class 4 contains 64592 members 
Mstep: Class 5 contains 34448 members 
Mstep: Class 6 contains 1152 members 
Mstep: Class 7 contains 70779 members 
Mstep: Class 8 contains 20334 members 
Mstep: Class 9 contains 35982 members 
Mstep: Class 10 contains 33343 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 12 contains 5136 members 
Mstep: Class 13 contains 968 members 
Mstep: Class 14 contains 67260 members 
Mstep: Class 15 contains 32763 members 
Mstep: Class 16 contains 47036 members 
Mstep: Class 17 contains 45667 members 
Mstep: Class 19 contains 28492 members 
Mstep: Class 20 contains 26158 members 
Mstep: Class 21 contains 156566 members 
Mstep: Class 22 contains 1406 members 
Mstep: Class 23 contains 2845 members 
Entering Unmasked Estep 
Score: -157262256.000000 Penalty: 181692.484375
Splitting cluster 13 changes total score from -157212208.000000 to -157262256.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 14 (67260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67260 members 
Entering Unmasked Estep 
Score: -15043432.000000 Penalty: 6808.746582
	Iteration 0F: 2 clusters Score -1.504343e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33421 members 
Mstep: Class 2 contains 33839 members 
Entering Unmasked Estep 
Score: -14996427.000000 Penalty: 13617.493164
	Iteration 0F: 3 clusters Score -1.499643e+07 nChanged 30211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31848 members 
Mstep: Class 2 contains 35412 members 
Entering Unmasked Estep 
Score: -15012984.000000 Penalty: 13617.493164
	Iteration 1F: 3 clusters Score -1.501298e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30611 members 
Mstep: Class 2 contains 36649 members 
Entering Unmasked Estep 
Score: -15014688.000000 Penalty: 13617.493164
	Iteration 2F: 3 clusters Score -1.501469e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 38420 members 
Entering Unmasked Estep 
Score: -15016993.000000 Penalty: 13617.493164
	Iteration 3F: 3 clusters Score -1.501699e+07 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 40841 members 
Entering Unmasked Estep 
Score: -15020000.000000 Penalty: 13617.493164
	Iteration 4F: 3 clusters Score -1.502e+07 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 44113 members 
Entering Unmasked Estep 
Score: -15023403.000000 Penalty: 13617.493164
	Iteration 5F: 3 clusters Score -1.50234e+07 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 47799 members 
Entering Unmasked Estep 
Score: -15027084.000000 Penalty: 13617.493164
	Iteration 6F: 3 clusters Score -1.502708e+07 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 51392 members 
Entering Unmasked Estep 
Score: -15030193.000000 Penalty: 13617.493164
	Iteration 7F: 3 clusters Score -1.503019e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 54484 members 
Entering Unmasked Estep 
Score: -15032701.000000 Penalty: 13617.493164
	Iteration 8F: 3 clusters Score -1.50327e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 56925 members 
Entering Unmasked Estep 
Score: -15034448.000000 Penalty: 13617.493164
	Iteration 9Q: 3 clusters Score -1.503445e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 58853 members 
Entering Unmasked Estep 
Score: -15035754.000000 Penalty: 13617.493164
	Iteration 10Q: 3 clusters Score -1.503575e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 60271 members 
Entering Unmasked Estep 
Score: -15036584.000000 Penalty: 13617.493164
	Iteration 11Q: 3 clusters Score -1.503658e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 61323 members 
Entering Unmasked Estep 
Score: -15037181.000000 Penalty: 13617.493164
	Iteration 12Q: 3 clusters Score -1.503718e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 62140 members 
Entering Unmasked Estep 
Score: -15037693.000000 Penalty: 13617.493164
	Iteration 13Q: 3 clusters Score -1.503769e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 62697 members 
Entering Unmasked Estep 
Score: -15038039.000000 Penalty: 13617.493164
	Iteration 14Q: 3 clusters Score -1.503804e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 63117 members 
Entering Unmasked Estep 
Score: -15038359.000000 Penalty: 13617.493164
	Iteration 15Q: 3 clusters Score -1.503836e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 63448 members 
Entering Unmasked Estep 
Score: -15038665.000000 Penalty: 13617.493164
	Iteration 16Q: 3 clusters Score -1.503866e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 63722 members 
Entering Unmasked Estep 
Score: -15039035.000000 Penalty: 13617.493164
	Iteration 17Q: 3 clusters Score -1.503904e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 63946 members 
Entering Unmasked Estep 
Score: -15039483.000000 Penalty: 13617.493164
	Iteration 18Q: 3 clusters Score -1.503948e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 64118 members 
Entering Unmasked Estep 
Score: -15039881.000000 Penalty: 13617.493164
	Iteration 19Q: 3 clusters Score -1.503988e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 64214 members 
Entering Unmasked Estep 
Score: -15040160.000000 Penalty: 13617.493164
	Iteration 20F: 3 clusters Score -1.504016e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 64289 members 
Entering Unmasked Estep 
Score: -15040347.000000 Penalty: 13617.493164
	Iteration 21Q: 3 clusters Score -1.504035e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 64366 members 
Entering Unmasked Estep 
Score: -15040480.000000 Penalty: 13617.493164
	Iteration 22Q: 3 clusters Score -1.504048e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 64424 members 
Entering Unmasked Estep 
Score: -15040578.000000 Penalty: 13617.493164
	Iteration 23Q: 3 clusters Score -1.504058e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 64466 members 
Entering Unmasked Estep 
Score: -15040606.000000 Penalty: 13617.493164
	Iteration 24Q: 3 clusters Score -1.504061e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 64499 members 
Entering Unmasked Estep 
Score: -15040641.000000 Penalty: 13617.493164
	Iteration 25Q: 3 clusters Score -1.504064e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 64521 members 
Entering Unmasked Estep 
Score: -15040689.000000 Penalty: 13617.493164
	Iteration 26Q: 3 clusters Score -1.504069e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 64539 members 
Entering Unmasked Estep 
Score: -15040687.000000 Penalty: 13617.493164
	Iteration 27Q: 3 clusters Score -1.504069e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 64551 members 
Entering Unmasked Estep 
Score: -15040700.000000 Penalty: 13617.493164
	Iteration 28Q: 3 clusters Score -1.50407e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 64559 members 
Entering Unmasked Estep 
Score: -15040713.000000 Penalty: 13617.493164
	Iteration 29Q: 3 clusters Score -1.504071e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 64562 members 
Entering Unmasked Estep 
Score: -15040721.000000 Penalty: 13617.493164
	Iteration 30Q: 3 clusters Score -1.504072e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 64565 members 
Entering Unmasked Estep 
Score: -15040725.000000 Penalty: 13617.493164
	Iteration 31Q: 3 clusters Score -1.504072e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 64565 members 
Entering Unmasked Estep 
Score: -15040725.000000 Penalty: 13617.493164
	Iteration 32F: 3 clusters Score -1.504072e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (32763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32763 members 
Entering Unmasked Estep 
Score: -7166345.000000 Penalty: 6368.195801
	Iteration 0F: 2 clusters Score -7166345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -7141870.500000 Penalty: 12736.391602
	Iteration 0F: 3 clusters Score -7141870 nChanged 14037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -7150921.500000 Penalty: 12736.391602
	Iteration 1F: 3 clusters Score -7150922 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -7153592.500000 Penalty: 12736.391602
	Iteration 2F: 3 clusters Score -7153592 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -7156114.000000 Penalty: 12736.391602
	Iteration 3F: 3 clusters Score -7156114 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -7158690.000000 Penalty: 12736.391602
	Iteration 4F: 3 clusters Score -7158690 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -7161067.000000 Penalty: 12736.391602
	Iteration 5F: 3 clusters Score -7161067 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 25383 members 
Entering Unmasked Estep 
Score: -7163115.000000 Penalty: 12736.391602
	Iteration 6F: 3 clusters Score -7163115 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 26923 members 
Entering Unmasked Estep 
Score: -7164487.000000 Penalty: 12736.391602
	Iteration 7F: 3 clusters Score -7164487 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 28088 members 
Entering Unmasked Estep 
Score: -7165470.500000 Penalty: 12736.391602
	Iteration 8Q: 3 clusters Score -7165470 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 28893 members 
Entering Unmasked Estep 
Score: -7166078.500000 Penalty: 12736.391602
	Iteration 9Q: 3 clusters Score -7166078 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 29451 members 
Entering Unmasked Estep 
Score: -7166481.500000 Penalty: 12736.391602
	Iteration 10Q: 3 clusters Score -7166482 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 29838 members 
Entering Unmasked Estep 
Score: -7166701.000000 Penalty: 12736.391602
	Iteration 11Q: 3 clusters Score -7166701 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 30109 members 
Entering Unmasked Estep 
Score: -7166854.000000 Penalty: 12736.391602
	Iteration 12Q: 3 clusters Score -7166854 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 30322 members 
Entering Unmasked Estep 
Score: -7166972.000000 Penalty: 12736.391602
	Iteration 13Q: 3 clusters Score -7166972 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 30469 members 
Entering Unmasked Estep 
Score: -7167049.500000 Penalty: 12736.391602
	Iteration 14Q: 3 clusters Score -7167050 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 30578 members 
Entering Unmasked Estep 
Score: -7167080.000000 Penalty: 12736.391602
	Iteration 15Q: 3 clusters Score -7167080 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 30657 members 
Entering Unmasked Estep 
Score: -7167127.000000 Penalty: 12736.391602
	Iteration 16Q: 3 clusters Score -7167127 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 30720 members 
Entering Unmasked Estep 
Score: -7167148.000000 Penalty: 12736.391602
	Iteration 17Q: 3 clusters Score -7167148 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -7167153.500000 Penalty: 12736.391602
	Iteration 18Q: 3 clusters Score -7167154 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 30825 members 
Entering Unmasked Estep 
Score: -7167198.500000 Penalty: 12736.391602
	Iteration 19Q: 3 clusters Score -7167198 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 30864 members 
Entering Unmasked Estep 
Score: -7167230.500000 Penalty: 12736.391602
	Iteration 20F: 3 clusters Score -7167230 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 30905 members 
Entering Unmasked Estep 
Score: -7167248.500000 Penalty: 12736.391602
	Iteration 21Q: 3 clusters Score -7167248 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -7167257.500000 Penalty: 12736.391602
	Iteration 22Q: 3 clusters Score -7167258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 30949 members 
Entering Unmasked Estep 
Score: -7167275.500000 Penalty: 12736.391602
	Iteration 23Q: 3 clusters Score -7167276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 30961 members 
Entering Unmasked Estep 
Score: -7167271.000000 Penalty: 12736.391602
	Iteration 24Q: 3 clusters Score -7167271 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 30974 members 
Entering Unmasked Estep 
Score: -7167289.000000 Penalty: 12736.391602
	Iteration 25Q: 3 clusters Score -7167289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 30983 members 
Entering Unmasked Estep 
Score: -7167279.500000 Penalty: 12736.391602
	Iteration 26Q: 3 clusters Score -7167280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 30991 members 
Entering Unmasked Estep 
Score: -7167292.000000 Penalty: 12736.391602
	Iteration 27Q: 3 clusters Score -7167292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 30997 members 
Entering Unmasked Estep 
Score: -7167300.000000 Penalty: 12736.391602
	Iteration 28Q: 3 clusters Score -7167300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 31006 members 
Entering Unmasked Estep 
Score: -7167298.500000 Penalty: 12736.391602
	Iteration 29Q: 3 clusters Score -7167298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 31013 members 
Entering Unmasked Estep 
Score: -7167299.000000 Penalty: 12736.391602
	Iteration 30Q: 3 clusters Score -7167299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 31018 members 
Entering Unmasked Estep 
Score: -7167306.000000 Penalty: 12736.391602
	Iteration 31Q: 3 clusters Score -7167306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 31021 members 
Entering Unmasked Estep 
Score: -7167297.000000 Penalty: 12736.391602
	Iteration 32Q: 3 clusters Score -7167297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 31029 members 
Entering Unmasked Estep 
Score: -7167305.000000 Penalty: 12736.391602
	Iteration 33Q: 3 clusters Score -7167305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 31033 members 
Entering Unmasked Estep 
Score: -7167309.000000 Penalty: 12736.391602
	Iteration 34Q: 3 clusters Score -7167309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 31037 members 
Entering Unmasked Estep 
Score: -7167304.500000 Penalty: 12736.391602
	Iteration 35Q: 3 clusters Score -7167304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 31044 members 
Entering Unmasked Estep 
Score: -7167317.500000 Penalty: 12736.391602
	Iteration 36Q: 3 clusters Score -7167318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 31050 members 
Entering Unmasked Estep 
Score: -7167329.000000 Penalty: 12736.391602
	Iteration 37Q: 3 clusters Score -7167329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 31055 members 
Entering Unmasked Estep 
Score: -7167321.000000 Penalty: 12736.391602
	Iteration 38Q: 3 clusters Score -7167321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 31058 members 
Entering Unmasked Estep 
Score: -7167320.500000 Penalty: 12736.391602
	Iteration 39Q: 3 clusters Score -7167320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 31058 members 
Entering Unmasked Estep 
Score: -7167322.500000 Penalty: 12736.391602
	Iteration 40F: 3 clusters Score -7167322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 31059 members 
Entering Unmasked Estep 
Score: -7167320.500000 Penalty: 12736.391602
	Iteration 41Q: 3 clusters Score -7167320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 31060 members 
Entering Unmasked Estep 
Score: -7167328.500000 Penalty: 12736.391602
	Iteration 42Q: 3 clusters Score -7167328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 31060 members 
Entering Unmasked Estep 
Score: -7167328.500000 Penalty: 12736.391602
	Iteration 43F: 3 clusters Score -7167328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 21387 members 
Mstep: Class 3 contains 18777 members 
Mstep: Class 4 contains 64592 members 
Mstep: Class 5 contains 34448 members 
Mstep: Class 6 contains 1152 members 
Mstep: Class 7 contains 70779 members 
Mstep: Class 8 contains 20334 members 
Mstep: Class 9 contains 35982 members 
Mstep: Class 10 contains 33343 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 12 contains 5136 members 
Mstep: Class 13 contains 968 members 
Mstep: Class 14 contains 67260 members 
Mstep: Class 15 contains 1703 members 
Mstep: Class 16 contains 47036 members 
Mstep: Class 17 contains 45667 members 
Mstep: Class 18 contains 31060 members 
Mstep: Class 19 contains 28492 members 
Mstep: Class 20 contains 26158 members 
Mstep: Class 21 contains 156566 members 
Mstep: Class 22 contains 1406 members 
Mstep: Class 23 contains 2845 members 
Entering Unmasked Estep 
Score: -157260976.000000 Penalty: 189951.234375
Splitting cluster 15 changes total score from -157212208.000000 to -157260976.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 16 (47036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47036 members 
Entering Unmasked Estep 
Score: -10525200.000000 Penalty: 6589.684570
	Iteration 0F: 2 clusters Score -1.05252e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -10491397.000000 Penalty: 13179.369141
	Iteration 0F: 3 clusters Score -1.04914e+07 nChanged 20594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -10502251.000000 Penalty: 13179.369141
	Iteration 1F: 3 clusters Score -1.050225e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -10503245.000000 Penalty: 13179.369141
	Iteration 2F: 3 clusters Score -1.050324e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -10504061.000000 Penalty: 13179.369141
	Iteration 3Q: 3 clusters Score -1.050406e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 24593 members 
Entering Unmasked Estep 
Score: -10504705.000000 Penalty: 13179.369141
	Iteration 4Q: 3 clusters Score -1.05047e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -10505391.000000 Penalty: 13179.369141
	Iteration 5Q: 3 clusters Score -1.050539e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -10505977.000000 Penalty: 13179.369141
	Iteration 6Q: 3 clusters Score -1.050598e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -10506696.000000 Penalty: 13179.369141
	Iteration 7Q: 3 clusters Score -1.05067e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 27201 members 
Entering Unmasked Estep 
Score: -10507370.000000 Penalty: 13179.369141
	Iteration 8Q: 3 clusters Score -1.050737e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 28294 members 
Entering Unmasked Estep 
Score: -10508143.000000 Penalty: 13179.369141
	Iteration 9Q: 3 clusters Score -1.050814e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 29617 members 
Entering Unmasked Estep 
Score: -10509145.000000 Penalty: 13179.369141
	Iteration 10Q: 3 clusters Score -1.050914e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 31145 members 
Entering Unmasked Estep 
Score: -10510370.000000 Penalty: 13179.369141
	Iteration 11Q: 3 clusters Score -1.051037e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 32792 members 
Entering Unmasked Estep 
Score: -10511716.000000 Penalty: 13179.369141
	Iteration 12Q: 3 clusters Score -1.051172e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 34432 members 
Entering Unmasked Estep 
Score: -10513077.000000 Penalty: 13179.369141
	Iteration 13Q: 3 clusters Score -1.051308e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 35878 members 
Entering Unmasked Estep 
Score: -10514331.000000 Penalty: 13179.369141
	Iteration 14Q: 3 clusters Score -1.051433e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 37134 members 
Entering Unmasked Estep 
Score: -10515425.000000 Penalty: 13179.369141
	Iteration 15Q: 3 clusters Score -1.051542e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 38139 members 
Entering Unmasked Estep 
Score: -10516284.000000 Penalty: 13179.369141
	Iteration 16Q: 3 clusters Score -1.051628e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 38968 members 
Entering Unmasked Estep 
Score: -10516913.000000 Penalty: 13179.369141
	Iteration 17Q: 3 clusters Score -1.051691e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 39681 members 
Entering Unmasked Estep 
Score: -10517434.000000 Penalty: 13179.369141
	Iteration 18Q: 3 clusters Score -1.051743e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 40309 members 
Entering Unmasked Estep 
Score: -10517903.000000 Penalty: 13179.369141
	Iteration 19Q: 3 clusters Score -1.05179e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 40872 members 
Entering Unmasked Estep 
Score: -10518296.000000 Penalty: 13179.369141
	Iteration 20F: 3 clusters Score -1.05183e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 41323 members 
Entering Unmasked Estep 
Score: -10518627.000000 Penalty: 13179.369141
	Iteration 21Q: 3 clusters Score -1.051863e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 41697 members 
Entering Unmasked Estep 
Score: -10518911.000000 Penalty: 13179.369141
	Iteration 22Q: 3 clusters Score -1.051891e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 42017 members 
Entering Unmasked Estep 
Score: -10519098.000000 Penalty: 13179.369141
	Iteration 23Q: 3 clusters Score -1.05191e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 42270 members 
Entering Unmasked Estep 
Score: -10519261.000000 Penalty: 13179.369141
	Iteration 24Q: 3 clusters Score -1.051926e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 42475 members 
Entering Unmasked Estep 
Score: -10519394.000000 Penalty: 13179.369141
	Iteration 25Q: 3 clusters Score -1.051939e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 42651 members 
Entering Unmasked Estep 
Score: -10519478.000000 Penalty: 13179.369141
	Iteration 26Q: 3 clusters Score -1.051948e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 42801 members 
Entering Unmasked Estep 
Score: -10519552.000000 Penalty: 13179.369141
	Iteration 27Q: 3 clusters Score -1.051955e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 42920 members 
Entering Unmasked Estep 
Score: -10519626.000000 Penalty: 13179.369141
	Iteration 28Q: 3 clusters Score -1.051963e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 43021 members 
Entering Unmasked Estep 
Score: -10519698.000000 Penalty: 13179.369141
	Iteration 29Q: 3 clusters Score -1.05197e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 43106 members 
Entering Unmasked Estep 
Score: -10519758.000000 Penalty: 13179.369141
	Iteration 30Q: 3 clusters Score -1.051976e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 43179 members 
Entering Unmasked Estep 
Score: -10519761.000000 Penalty: 13179.369141
	Iteration 31Q: 3 clusters Score -1.051976e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 43265 members 
Entering Unmasked Estep 
Score: -10519793.000000 Penalty: 13179.369141
	Iteration 32Q: 3 clusters Score -1.051979e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 43314 members 
Entering Unmasked Estep 
Score: -10519819.000000 Penalty: 13179.369141
	Iteration 33Q: 3 clusters Score -1.051982e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 43372 members 
Entering Unmasked Estep 
Score: -10519832.000000 Penalty: 13179.369141
	Iteration 34Q: 3 clusters Score -1.051983e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 43421 members 
Entering Unmasked Estep 
Score: -10519841.000000 Penalty: 13179.369141
	Iteration 35Q: 3 clusters Score -1.051984e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 43466 members 
Entering Unmasked Estep 
Score: -10519876.000000 Penalty: 13179.369141
	Iteration 36Q: 3 clusters Score -1.051988e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 43499 members 
Entering Unmasked Estep 
Score: -10519898.000000 Penalty: 13179.369141
	Iteration 37Q: 3 clusters Score -1.05199e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 43531 members 
Entering Unmasked Estep 
Score: -10519898.000000 Penalty: 13179.369141
	Iteration 38Q: 3 clusters Score -1.05199e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 43548 members 
Entering Unmasked Estep 
Score: -10519924.000000 Penalty: 13179.369141
	Iteration 39Q: 3 clusters Score -1.051992e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 43568 members 
Entering Unmasked Estep 
Score: -10519928.000000 Penalty: 13179.369141
	Iteration 40F: 3 clusters Score -1.051993e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 43585 members 
Entering Unmasked Estep 
Score: -10519941.000000 Penalty: 13179.369141
	Iteration 41Q: 3 clusters Score -1.051994e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 43602 members 
Entering Unmasked Estep 
Score: -10519942.000000 Penalty: 13179.369141
	Iteration 42Q: 3 clusters Score -1.051994e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 43618 members 
Entering Unmasked Estep 
Score: -10519953.000000 Penalty: 13179.369141
	Iteration 43Q: 3 clusters Score -1.051995e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 43628 members 
Entering Unmasked Estep 
Score: -10519957.000000 Penalty: 13179.369141
	Iteration 44Q: 3 clusters Score -1.051996e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 43641 members 
Entering Unmasked Estep 
Score: -10519956.000000 Penalty: 13179.369141
	Iteration 45Q: 3 clusters Score -1.051996e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 43651 members 
Entering Unmasked Estep 
Score: -10519949.000000 Penalty: 13179.369141
	Iteration 46Q: 3 clusters Score -1.051995e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 43658 members 
Entering Unmasked Estep 
Score: -10519961.000000 Penalty: 13179.369141
	Iteration 47Q: 3 clusters Score -1.051996e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 43662 members 
Entering Unmasked Estep 
Score: -10519958.000000 Penalty: 13179.369141
	Iteration 48Q: 3 clusters Score -1.051996e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 43669 members 
Entering Unmasked Estep 
Score: -10519962.000000 Penalty: 13179.369141
	Iteration 49Q: 3 clusters Score -1.051996e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 43678 members 
Entering Unmasked Estep 
Score: -10519961.000000 Penalty: 13179.369141
	Iteration 50Q: 3 clusters Score -1.051996e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 43688 members 
Entering Unmasked Estep 
Score: -10519973.000000 Penalty: 13179.369141
	Iteration 51Q: 3 clusters Score -1.051997e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 43693 members 
Entering Unmasked Estep 
Score: -10519962.000000 Penalty: 13179.369141
	Iteration 52Q: 3 clusters Score -1.051996e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 43702 members 
Entering Unmasked Estep 
Score: -10519951.000000 Penalty: 13179.369141
	Iteration 53Q: 3 clusters Score -1.051995e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 43710 members 
Entering Unmasked Estep 
Score: -10519971.000000 Penalty: 13179.369141
	Iteration 54Q: 3 clusters Score -1.051997e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 43717 members 
Entering Unmasked Estep 
Score: -10519966.000000 Penalty: 13179.369141
	Iteration 55Q: 3 clusters Score -1.051997e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 43726 members 
Entering Unmasked Estep 
Score: -10519980.000000 Penalty: 13179.369141
	Iteration 56Q: 3 clusters Score -1.051998e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 43731 members 
Entering Unmasked Estep 
Score: -10519972.000000 Penalty: 13179.369141
	Iteration 57Q: 3 clusters Score -1.051997e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 43734 members 
Entering Unmasked Estep 
Score: -10519982.000000 Penalty: 13179.369141
	Iteration 58Q: 3 clusters Score -1.051998e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 43741 members 
Entering Unmasked Estep 
Score: -10519982.000000 Penalty: 13179.369141
	Iteration 59Q: 3 clusters Score -1.051998e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 43749 members 
Entering Unmasked Estep 
Score: -10519990.000000 Penalty: 13179.369141
	Iteration 60F: 3 clusters Score -1.051999e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 43757 members 
Entering Unmasked Estep 
Score: -10519990.000000 Penalty: 13179.369141
	Iteration 61Q: 3 clusters Score -1.051999e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 43768 members 
Entering Unmasked Estep 
Score: -10519994.000000 Penalty: 13179.369141
	Iteration 62Q: 3 clusters Score -1.051999e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 43777 members 
Entering Unmasked Estep 
Score: -10519989.000000 Penalty: 13179.369141
	Iteration 63Q: 3 clusters Score -1.051999e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 43787 members 
Entering Unmasked Estep 
Score: -10520001.000000 Penalty: 13179.369141
	Iteration 64Q: 3 clusters Score -1.052e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 43795 members 
Entering Unmasked Estep 
Score: -10520002.000000 Penalty: 13179.369141
	Iteration 65Q: 3 clusters Score -1.052e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 43803 members 
Entering Unmasked Estep 
Score: -10519998.000000 Penalty: 13179.369141
	Iteration 66Q: 3 clusters Score -1.052e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 43809 members 
Entering Unmasked Estep 
Score: -10520015.000000 Penalty: 13179.369141
	Iteration 67Q: 3 clusters Score -1.052002e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 43814 members 
Entering Unmasked Estep 
Score: -10520023.000000 Penalty: 13179.369141
	Iteration 68Q: 3 clusters Score -1.052002e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 43822 members 
Entering Unmasked Estep 
Score: -10520031.000000 Penalty: 13179.369141
	Iteration 69Q: 3 clusters Score -1.052003e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 43833 members 
Entering Unmasked Estep 
Score: -10520015.000000 Penalty: 13179.369141
	Iteration 70Q: 3 clusters Score -1.052002e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 43844 members 
Entering Unmasked Estep 
Score: -10520029.000000 Penalty: 13179.369141
	Iteration 71Q: 3 clusters Score -1.052003e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 43852 members 
Entering Unmasked Estep 
Score: -10520036.000000 Penalty: 13179.369141
	Iteration 72Q: 3 clusters Score -1.052004e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 43856 members 
Entering Unmasked Estep 
Score: -10520036.000000 Penalty: 13179.369141
	Iteration 73Q: 3 clusters Score -1.052004e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 43857 members 
Entering Unmasked Estep 
Score: -10520041.000000 Penalty: 13179.369141
	Iteration 74Q: 3 clusters Score -1.052004e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 43861 members 
Entering Unmasked Estep 
Score: -10520044.000000 Penalty: 13179.369141
	Iteration 75Q: 3 clusters Score -1.052004e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 43870 members 
Entering Unmasked Estep 
Score: -10520057.000000 Penalty: 13179.369141
	Iteration 76Q: 3 clusters Score -1.052006e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 43876 members 
Entering Unmasked Estep 
Score: -10520064.000000 Penalty: 13179.369141
	Iteration 77Q: 3 clusters Score -1.052006e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 43881 members 
Entering Unmasked Estep 
Score: -10520066.000000 Penalty: 13179.369141
	Iteration 78Q: 3 clusters Score -1.052007e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 43883 members 
Entering Unmasked Estep 
Score: -10520064.000000 Penalty: 13179.369141
	Iteration 79Q: 3 clusters Score -1.052006e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 43887 members 
Entering Unmasked Estep 
Score: -10520054.000000 Penalty: 13179.369141
	Iteration 80F: 3 clusters Score -1.052005e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 43894 members 
Entering Unmasked Estep 
Score: -10520053.000000 Penalty: 13179.369141
	Iteration 81Q: 3 clusters Score -1.052005e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 43898 members 
Entering Unmasked Estep 
Score: -10520076.000000 Penalty: 13179.369141
	Iteration 82Q: 3 clusters Score -1.052008e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 43905 members 
Entering Unmasked Estep 
Score: -10520066.000000 Penalty: 13179.369141
	Iteration 83Q: 3 clusters Score -1.052007e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 43914 members 
Entering Unmasked Estep 
Score: -10520060.000000 Penalty: 13179.369141
	Iteration 84Q: 3 clusters Score -1.052006e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 43917 members 
Entering Unmasked Estep 
Score: -10520079.000000 Penalty: 13179.369141
	Iteration 85Q: 3 clusters Score -1.052008e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 43927 members 
Entering Unmasked Estep 
Score: -10520075.000000 Penalty: 13179.369141
	Iteration 86Q: 3 clusters Score -1.052008e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 43943 members 
Entering Unmasked Estep 
Score: -10520107.000000 Penalty: 13179.369141
	Iteration 87Q: 3 clusters Score -1.052011e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 43952 members 
Entering Unmasked Estep 
Score: -10520088.000000 Penalty: 13179.369141
	Iteration 88Q: 3 clusters Score -1.052009e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 43963 members 
Entering Unmasked Estep 
Score: -10520092.000000 Penalty: 13179.369141
	Iteration 89Q: 3 clusters Score -1.052009e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 43973 members 
Entering Unmasked Estep 
Score: -10520089.000000 Penalty: 13179.369141
	Iteration 90Q: 3 clusters Score -1.052009e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 43979 members 
Entering Unmasked Estep 
Score: -10520099.000000 Penalty: 13179.369141
	Iteration 91Q: 3 clusters Score -1.05201e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 43983 members 
Entering Unmasked Estep 
Score: -10520105.000000 Penalty: 13179.369141
	Iteration 92Q: 3 clusters Score -1.05201e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 43986 members 
Entering Unmasked Estep 
Score: -10520104.000000 Penalty: 13179.369141
	Iteration 93Q: 3 clusters Score -1.05201e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 43988 members 
Entering Unmasked Estep 
Score: -10520111.000000 Penalty: 13179.369141
	Iteration 94Q: 3 clusters Score -1.052011e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 43992 members 
Entering Unmasked Estep 
Score: -10520102.000000 Penalty: 13179.369141
	Iteration 95Q: 3 clusters Score -1.05201e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 43995 members 
Entering Unmasked Estep 
Score: -10520098.000000 Penalty: 13179.369141
	Iteration 96Q: 3 clusters Score -1.05201e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 43995 members 
Entering Unmasked Estep 
Score: -10520098.000000 Penalty: 13179.369141
	Iteration 97F: 3 clusters Score -1.05201e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (45667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45667 members 
Entering Unmasked Estep 
Score: -10137399.000000 Penalty: 6571.593262
	Iteration 0F: 2 clusters Score -1.01374e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -10104405.000000 Penalty: 13143.186523
	Iteration 0F: 3 clusters Score -1.01044e+07 nChanged 20054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -10115370.000000 Penalty: 13143.186523
	Iteration 1F: 3 clusters Score -1.011537e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -10116509.000000 Penalty: 13143.186523
	Iteration 2F: 3 clusters Score -1.011651e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -10117542.000000 Penalty: 13143.186523
	Iteration 3F: 3 clusters Score -1.011754e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -10118588.000000 Penalty: 13143.186523
	Iteration 4Q: 3 clusters Score -1.011859e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
Score: -10119850.000000 Penalty: 13143.186523
	Iteration 5F: 3 clusters Score -1.011985e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -10121251.000000 Penalty: 13143.186523
	Iteration 6F: 3 clusters Score -1.012125e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
Score: -10122641.000000 Penalty: 13143.186523
	Iteration 7F: 3 clusters Score -1.012264e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 30794 members 
Entering Unmasked Estep 
Score: -10124245.000000 Penalty: 13143.186523
	Iteration 8F: 3 clusters Score -1.012424e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 32456 members 
Entering Unmasked Estep 
Score: -10125750.000000 Penalty: 13143.186523
	Iteration 9F: 3 clusters Score -1.012575e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 33975 members 
Entering Unmasked Estep 
Score: -10127132.000000 Penalty: 13143.186523
	Iteration 10Q: 3 clusters Score -1.012713e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 35260 members 
Entering Unmasked Estep 
Score: -10128288.000000 Penalty: 13143.186523
	Iteration 11Q: 3 clusters Score -1.012829e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 36288 members 
Entering Unmasked Estep 
Score: -10129167.000000 Penalty: 13143.186523
	Iteration 12Q: 3 clusters Score -1.012917e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 37105 members 
Entering Unmasked Estep 
Score: -10130021.000000 Penalty: 13143.186523
	Iteration 13Q: 3 clusters Score -1.013002e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 37714 members 
Entering Unmasked Estep 
Score: -10130860.000000 Penalty: 13143.186523
	Iteration 14Q: 3 clusters Score -1.013086e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 38113 members 
Entering Unmasked Estep 
Score: -10131547.000000 Penalty: 13143.186523
	Iteration 15Q: 3 clusters Score -1.013155e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 38325 members 
Entering Unmasked Estep 
Score: -10132352.000000 Penalty: 13143.186523
	Iteration 16Q: 3 clusters Score -1.013235e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 38408 members 
Entering Unmasked Estep 
Score: -10133201.000000 Penalty: 13143.186523
	Iteration 17Q: 3 clusters Score -1.01332e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 38348 members 
Entering Unmasked Estep 
Score: -10134127.000000 Penalty: 13143.186523
	Iteration 18Q: 3 clusters Score -1.013413e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 38161 members 
Entering Unmasked Estep 
Score: -10135161.000000 Penalty: 13143.186523
	Iteration 19Q: 3 clusters Score -1.013516e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 37855 members 
Entering Unmasked Estep 
Score: -10136363.000000 Penalty: 13143.186523
	Iteration 20F: 3 clusters Score -1.013636e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 37459 members 
Entering Unmasked Estep 
Score: -10137652.000000 Penalty: 13143.186523
	Iteration 21Q: 3 clusters Score -1.013765e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 36889 members 
Entering Unmasked Estep 
Score: -10138994.000000 Penalty: 13143.186523
	Iteration 22Q: 3 clusters Score -1.013899e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 36225 members 
Entering Unmasked Estep 
Score: -10140304.000000 Penalty: 13143.186523
	Iteration 23Q: 3 clusters Score -1.01403e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 35562 members 
Entering Unmasked Estep 
Score: -10141438.000000 Penalty: 13143.186523
	Iteration 24Q: 3 clusters Score -1.014144e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 35100 members 
Entering Unmasked Estep 
Score: -10142050.000000 Penalty: 13143.186523
	Iteration 25Q: 3 clusters Score -1.014205e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 34809 members 
Entering Unmasked Estep 
Score: -10142310.000000 Penalty: 13143.186523
	Iteration 26Q: 3 clusters Score -1.014231e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 34608 members 
Entering Unmasked Estep 
Score: -10142473.000000 Penalty: 13143.186523
	Iteration 27Q: 3 clusters Score -1.014247e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 34498 members 
Entering Unmasked Estep 
Score: -10142545.000000 Penalty: 13143.186523
	Iteration 28Q: 3 clusters Score -1.014254e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 34445 members 
Entering Unmasked Estep 
Score: -10142599.000000 Penalty: 13143.186523
	Iteration 29Q: 3 clusters Score -1.01426e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 34415 members 
Entering Unmasked Estep 
Score: -10142616.000000 Penalty: 13143.186523
	Iteration 30Q: 3 clusters Score -1.014262e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 34411 members 
Entering Unmasked Estep 
Score: -10142614.000000 Penalty: 13143.186523
	Iteration 31Q: 3 clusters Score -1.014261e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 34408 members 
Entering Unmasked Estep 
Score: -10142612.000000 Penalty: 13143.186523
	Iteration 32Q: 3 clusters Score -1.014261e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 34405 members 
Entering Unmasked Estep 
Score: -10142618.000000 Penalty: 13143.186523
	Iteration 33Q: 3 clusters Score -1.014262e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 34404 members 
Entering Unmasked Estep 
Score: -10142621.000000 Penalty: 13143.186523
	Iteration 34Q: 3 clusters Score -1.014262e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 34403 members 
Entering Unmasked Estep 
Score: -10142622.000000 Penalty: 13143.186523
	Iteration 35Q: 3 clusters Score -1.014262e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 34403 members 
Entering Unmasked Estep 
Score: -10142824.000000 Penalty: 13143.186523
	Iteration 36F: 3 clusters Score -1.014282e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 34290 members 
Entering Unmasked Estep 
Score: -10142901.000000 Penalty: 13143.186523
	Iteration 37Q: 3 clusters Score -1.01429e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 34237 members 
Entering Unmasked Estep 
Score: -10142885.000000 Penalty: 13143.186523
	Iteration 38Q: 3 clusters Score -1.014288e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 34217 members 
Entering Unmasked Estep 
Score: -10142886.000000 Penalty: 13143.186523
	Iteration 39Q: 3 clusters Score -1.014289e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 34210 members 
Entering Unmasked Estep 
Score: -10142879.000000 Penalty: 13143.186523
	Iteration 40F: 3 clusters Score -1.014288e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 34204 members 
Entering Unmasked Estep 
Score: -10142880.000000 Penalty: 13143.186523
	Iteration 41Q: 3 clusters Score -1.014288e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 34198 members 
Entering Unmasked Estep 
Score: -10142883.000000 Penalty: 13143.186523
	Iteration 42Q: 3 clusters Score -1.014288e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 34198 members 
Entering Unmasked Estep 
Score: -10142883.000000 Penalty: 13143.186523
	Iteration 43F: 3 clusters Score -1.014288e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 21387 members 
Mstep: Class 3 contains 18777 members 
Mstep: Class 4 contains 64592 members 
Mstep: Class 5 contains 34448 members 
Mstep: Class 6 contains 1152 members 
Mstep: Class 7 contains 70779 members 
Mstep: Class 8 contains 20334 members 
Mstep: Class 9 contains 35982 members 
Mstep: Class 10 contains 33343 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 12 contains 5136 members 
Mstep: Class 13 contains 968 members 
Mstep: Class 14 contains 67260 members 
Mstep: Class 15 contains 1703 members 
Mstep: Class 16 contains 47036 members 
Mstep: Class 17 contains 11469 members 
Mstep: Class 18 contains 31060 members 
Mstep: Class 19 contains 28492 members 
Mstep: Class 20 contains 26158 members 
Mstep: Class 21 contains 156566 members 
Mstep: Class 22 contains 1406 members 
Mstep: Class 23 contains 2845 members 
Mstep: Class 24 contains 34198 members 
Entering Unmasked Estep 
Score: -157264432.000000 Penalty: 198209.984375
Splitting cluster 17 changes total score from -157212208.000000 to -157264432.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 19 (28492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Entering Unmasked Estep 
Score: -6359304.500000 Penalty: 6282.644531
	Iteration 0F: 2 clusters Score -6359304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -6337369.000000 Penalty: 12565.289062
	Iteration 0F: 3 clusters Score -6337369 nChanged 12025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -6343646.500000 Penalty: 12565.289062
	Iteration 1F: 3 clusters Score -6343646 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -6344336.000000 Penalty: 12565.289062
	Iteration 2F: 3 clusters Score -6344336 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -6344829.500000 Penalty: 12565.289062
	Iteration 3Q: 3 clusters Score -6344830 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -6345282.000000 Penalty: 12565.289062
	Iteration 4Q: 3 clusters Score -6345282 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -6345647.000000 Penalty: 12565.289062
	Iteration 5Q: 3 clusters Score -6345647 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -6345977.000000 Penalty: 12565.289062
	Iteration 6Q: 3 clusters Score -6345977 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -6346289.500000 Penalty: 12565.289062
	Iteration 7Q: 3 clusters Score -6346290 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -6346610.500000 Penalty: 12565.289062
	Iteration 8Q: 3 clusters Score -6346610 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -6346926.000000 Penalty: 12565.289062
	Iteration 9Q: 3 clusters Score -6346926 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -6347304.000000 Penalty: 12565.289062
	Iteration 10Q: 3 clusters Score -6347304 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -6347717.500000 Penalty: 12565.289062
	Iteration 11Q: 3 clusters Score -6347718 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -6348132.000000 Penalty: 12565.289062
	Iteration 12Q: 3 clusters Score -6348132 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -6348468.000000 Penalty: 12565.289062
	Iteration 13Q: 3 clusters Score -6348468 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -6348761.500000 Penalty: 12565.289062
	Iteration 14Q: 3 clusters Score -6348762 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -6349030.500000 Penalty: 12565.289062
	Iteration 15Q: 3 clusters Score -6349030 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -6349254.000000 Penalty: 12565.289062
	Iteration 16Q: 3 clusters Score -6349254 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -6349437.500000 Penalty: 12565.289062
	Iteration 17Q: 3 clusters Score -6349438 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -6349577.000000 Penalty: 12565.289062
	Iteration 18Q: 3 clusters Score -6349577 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -6349715.000000 Penalty: 12565.289062
	Iteration 19Q: 3 clusters Score -6349715 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -6349812.500000 Penalty: 12565.289062
	Iteration 20F: 3 clusters Score -6349812 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -6349955.500000 Penalty: 12565.289062
	Iteration 21Q: 3 clusters Score -6349956 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -6350048.000000 Penalty: 12565.289062
	Iteration 22Q: 3 clusters Score -6350048 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -6350167.000000 Penalty: 12565.289062
	Iteration 23Q: 3 clusters Score -6350167 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -6350263.500000 Penalty: 12565.289062
	Iteration 24Q: 3 clusters Score -6350264 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -6350363.500000 Penalty: 12565.289062
	Iteration 25Q: 3 clusters Score -6350364 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -6350441.500000 Penalty: 12565.289062
	Iteration 26Q: 3 clusters Score -6350442 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -6350544.500000 Penalty: 12565.289062
	Iteration 27Q: 3 clusters Score -6350544 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -6350611.500000 Penalty: 12565.289062
	Iteration 28Q: 3 clusters Score -6350612 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -6350683.000000 Penalty: 12565.289062
	Iteration 29Q: 3 clusters Score -6350683 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -6350775.500000 Penalty: 12565.289062
	Iteration 30Q: 3 clusters Score -6350776 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -6350818.500000 Penalty: 12565.289062
	Iteration 31Q: 3 clusters Score -6350818 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -6350874.500000 Penalty: 12565.289062
	Iteration 32Q: 3 clusters Score -6350874 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -6350961.500000 Penalty: 12565.289062
	Iteration 33Q: 3 clusters Score -6350962 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -6350989.000000 Penalty: 12565.289062
	Iteration 34Q: 3 clusters Score -6350989 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -6351084.000000 Penalty: 12565.289062
	Iteration 35Q: 3 clusters Score -6351084 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -6351129.500000 Penalty: 12565.289062
	Iteration 36Q: 3 clusters Score -6351130 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -6351175.500000 Penalty: 12565.289062
	Iteration 37Q: 3 clusters Score -6351176 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -6351235.500000 Penalty: 12565.289062
	Iteration 38Q: 3 clusters Score -6351236 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -6351282.500000 Penalty: 12565.289062
	Iteration 39Q: 3 clusters Score -6351282 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -6351291.500000 Penalty: 12565.289062
	Iteration 40F: 3 clusters Score -6351292 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -6351322.500000 Penalty: 12565.289062
	Iteration 41Q: 3 clusters Score -6351322 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -6351356.000000 Penalty: 12565.289062
	Iteration 42Q: 3 clusters Score -6351356 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -6351400.500000 Penalty: 12565.289062
	Iteration 43Q: 3 clusters Score -6351400 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -6351434.000000 Penalty: 12565.289062
	Iteration 44Q: 3 clusters Score -6351434 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -6351462.000000 Penalty: 12565.289062
	Iteration 45Q: 3 clusters Score -6351462 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -6351488.500000 Penalty: 12565.289062
	Iteration 46Q: 3 clusters Score -6351488 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -6351487.500000 Penalty: 12565.289062
	Iteration 47Q: 3 clusters Score -6351488 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -6351528.500000 Penalty: 12565.289062
	Iteration 48Q: 3 clusters Score -6351528 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -6351522.000000 Penalty: 12565.289062
	Iteration 49Q: 3 clusters Score -6351522 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -6351564.000000 Penalty: 12565.289062
	Iteration 50Q: 3 clusters Score -6351564 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -6351578.500000 Penalty: 12565.289062
	Iteration 51Q: 3 clusters Score -6351578 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -6351601.500000 Penalty: 12565.289062
	Iteration 52Q: 3 clusters Score -6351602 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -6351620.000000 Penalty: 12565.289062
	Iteration 53Q: 3 clusters Score -6351620 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -6351630.000000 Penalty: 12565.289062
	Iteration 54Q: 3 clusters Score -6351630 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -6351655.000000 Penalty: 12565.289062
	Iteration 55Q: 3 clusters Score -6351655 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -6351678.000000 Penalty: 12565.289062
	Iteration 56Q: 3 clusters Score -6351678 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -6351668.500000 Penalty: 12565.289062
	Iteration 57Q: 3 clusters Score -6351668 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -6351696.000000 Penalty: 12565.289062
	Iteration 58Q: 3 clusters Score -6351696 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -6351686.500000 Penalty: 12565.289062
	Iteration 59Q: 3 clusters Score -6351686 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -6351704.500000 Penalty: 12565.289062
	Iteration 60F: 3 clusters Score -6351704 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -6351719.500000 Penalty: 12565.289062
	Iteration 61Q: 3 clusters Score -6351720 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -6351762.000000 Penalty: 12565.289062
	Iteration 62Q: 3 clusters Score -6351762 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -6351773.000000 Penalty: 12565.289062
	Iteration 63Q: 3 clusters Score -6351773 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -6351770.000000 Penalty: 12565.289062
	Iteration 64Q: 3 clusters Score -6351770 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -6351786.500000 Penalty: 12565.289062
	Iteration 65Q: 3 clusters Score -6351786 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -6351798.500000 Penalty: 12565.289062
	Iteration 66Q: 3 clusters Score -6351798 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -6351828.500000 Penalty: 12565.289062
	Iteration 67Q: 3 clusters Score -6351828 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -6351834.500000 Penalty: 12565.289062
	Iteration 68Q: 3 clusters Score -6351834 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -6351857.500000 Penalty: 12565.289062
	Iteration 69Q: 3 clusters Score -6351858 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -6351875.500000 Penalty: 12565.289062
	Iteration 70Q: 3 clusters Score -6351876 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -6351898.500000 Penalty: 12565.289062
	Iteration 71Q: 3 clusters Score -6351898 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -6351918.500000 Penalty: 12565.289062
	Iteration 72Q: 3 clusters Score -6351918 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -6351948.000000 Penalty: 12565.289062
	Iteration 73Q: 3 clusters Score -6351948 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -6351970.500000 Penalty: 12565.289062
	Iteration 74Q: 3 clusters Score -6351970 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -6351990.000000 Penalty: 12565.289062
	Iteration 75Q: 3 clusters Score -6351990 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -6352027.000000 Penalty: 12565.289062
	Iteration 76Q: 3 clusters Score -6352027 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -6352072.000000 Penalty: 12565.289062
	Iteration 77Q: 3 clusters Score -6352072 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -6352089.500000 Penalty: 12565.289062
	Iteration 78Q: 3 clusters Score -6352090 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -6352111.000000 Penalty: 12565.289062
	Iteration 79Q: 3 clusters Score -6352111 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -6352134.500000 Penalty: 12565.289062
	Iteration 80F: 3 clusters Score -6352134 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -6352150.500000 Penalty: 12565.289062
	Iteration 81Q: 3 clusters Score -6352150 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -6352145.500000 Penalty: 12565.289062
	Iteration 82Q: 3 clusters Score -6352146 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -6352173.500000 Penalty: 12565.289062
	Iteration 83Q: 3 clusters Score -6352174 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -6352190.000000 Penalty: 12565.289062
	Iteration 84Q: 3 clusters Score -6352190 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -6352228.500000 Penalty: 12565.289062
	Iteration 85Q: 3 clusters Score -6352228 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -6352261.000000 Penalty: 12565.289062
	Iteration 86Q: 3 clusters Score -6352261 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -6352286.000000 Penalty: 12565.289062
	Iteration 87Q: 3 clusters Score -6352286 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -6352332.500000 Penalty: 12565.289062
	Iteration 88Q: 3 clusters Score -6352332 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -6352357.500000 Penalty: 12565.289062
	Iteration 89Q: 3 clusters Score -6352358 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -6352399.500000 Penalty: 12565.289062
	Iteration 90Q: 3 clusters Score -6352400 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -6352443.500000 Penalty: 12565.289062
	Iteration 91Q: 3 clusters Score -6352444 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -6352470.000000 Penalty: 12565.289062
	Iteration 92Q: 3 clusters Score -6352470 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -6352516.000000 Penalty: 12565.289062
	Iteration 93Q: 3 clusters Score -6352516 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -6352544.500000 Penalty: 12565.289062
	Iteration 94Q: 3 clusters Score -6352544 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -6352569.000000 Penalty: 12565.289062
	Iteration 95Q: 3 clusters Score -6352569 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -6352594.000000 Penalty: 12565.289062
	Iteration 96Q: 3 clusters Score -6352594 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 23493 members 
Entering Unmasked Estep 
Score: -6352648.000000 Penalty: 12565.289062
	Iteration 97Q: 3 clusters Score -6352648 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -6352665.500000 Penalty: 12565.289062
	Iteration 98Q: 3 clusters Score -6352666 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -6352708.500000 Penalty: 12565.289062
	Iteration 99Q: 3 clusters Score -6352708 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -6352746.500000 Penalty: 12565.289062
	Iteration 100F: 3 clusters Score -6352746 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -6352792.500000 Penalty: 12565.289062
	Iteration 101Q: 3 clusters Score -6352792 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -6352820.000000 Penalty: 12565.289062
	Iteration 102Q: 3 clusters Score -6352820 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 24113 members 
Entering Unmasked Estep 
Score: -6352847.000000 Penalty: 12565.289062
	Iteration 103Q: 3 clusters Score -6352847 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -6352867.000000 Penalty: 12565.289062
	Iteration 104Q: 3 clusters Score -6352867 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -6352902.000000 Penalty: 12565.289062
	Iteration 105Q: 3 clusters Score -6352902 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 24349 members 
Entering Unmasked Estep 
Score: -6352925.000000 Penalty: 12565.289062
	Iteration 106Q: 3 clusters Score -6352925 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
Score: -6352915.000000 Penalty: 12565.289062
	Iteration 107Q: 3 clusters Score -6352915 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 24501 members 
Entering Unmasked Estep 
Score: -6352964.500000 Penalty: 12565.289062
	Iteration 108Q: 3 clusters Score -6352964 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -6352991.500000 Penalty: 12565.289062
	Iteration 109Q: 3 clusters Score -6352992 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -6353006.000000 Penalty: 12565.289062
	Iteration 110Q: 3 clusters Score -6353006 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -6353058.000000 Penalty: 12565.289062
	Iteration 111Q: 3 clusters Score -6353058 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -6353089.000000 Penalty: 12565.289062
	Iteration 112Q: 3 clusters Score -6353089 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 24878 members 
Entering Unmasked Estep 
Score: -6353104.500000 Penalty: 12565.289062
	Iteration 113Q: 3 clusters Score -6353104 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -6353145.500000 Penalty: 12565.289062
	Iteration 114Q: 3 clusters Score -6353146 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
Score: -6353163.000000 Penalty: 12565.289062
	Iteration 115Q: 3 clusters Score -6353163 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -6353182.000000 Penalty: 12565.289062
	Iteration 116Q: 3 clusters Score -6353182 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 25130 members 
Entering Unmasked Estep 
Score: -6353205.500000 Penalty: 12565.289062
	Iteration 117Q: 3 clusters Score -6353206 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 25174 members 
Entering Unmasked Estep 
Score: -6353231.000000 Penalty: 12565.289062
	Iteration 118Q: 3 clusters Score -6353231 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 25235 members 
Entering Unmasked Estep 
Score: -6353255.000000 Penalty: 12565.289062
	Iteration 119Q: 3 clusters Score -6353255 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 25302 members 
Entering Unmasked Estep 
Score: -6353278.000000 Penalty: 12565.289062
	Iteration 120F: 3 clusters Score -6353278 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -6353308.000000 Penalty: 12565.289062
	Iteration 121Q: 3 clusters Score -6353308 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -6353324.500000 Penalty: 12565.289062
	Iteration 122Q: 3 clusters Score -6353324 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
Score: -6353360.500000 Penalty: 12565.289062
	Iteration 123Q: 3 clusters Score -6353360 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -6353371.000000 Penalty: 12565.289062
	Iteration 124Q: 3 clusters Score -6353371 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -6353397.500000 Penalty: 12565.289062
	Iteration 125Q: 3 clusters Score -6353398 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 25675 members 
Entering Unmasked Estep 
Score: -6353432.000000 Penalty: 12565.289062
	Iteration 126Q: 3 clusters Score -6353432 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 25731 members 
Entering Unmasked Estep 
Score: -6353451.000000 Penalty: 12565.289062
	Iteration 127Q: 3 clusters Score -6353451 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -6353484.500000 Penalty: 12565.289062
	Iteration 128Q: 3 clusters Score -6353484 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 25839 members 
Entering Unmasked Estep 
Score: -6353492.000000 Penalty: 12565.289062
	Iteration 129Q: 3 clusters Score -6353492 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 25894 members 
Entering Unmasked Estep 
Score: -6353523.000000 Penalty: 12565.289062
	Iteration 130Q: 3 clusters Score -6353523 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 25937 members 
Entering Unmasked Estep 
Score: -6353528.500000 Penalty: 12565.289062
	Iteration 131Q: 3 clusters Score -6353528 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 25984 members 
Entering Unmasked Estep 
Score: -6353550.000000 Penalty: 12565.289062
	Iteration 132Q: 3 clusters Score -6353550 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -6353575.500000 Penalty: 12565.289062
	Iteration 133Q: 3 clusters Score -6353576 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -6353600.500000 Penalty: 12565.289062
	Iteration 134Q: 3 clusters Score -6353600 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -6353598.500000 Penalty: 12565.289062
	Iteration 135Q: 3 clusters Score -6353598 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -6353627.000000 Penalty: 12565.289062
	Iteration 136Q: 3 clusters Score -6353627 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 26165 members 
Entering Unmasked Estep 
Score: -6353635.500000 Penalty: 12565.289062
	Iteration 137Q: 3 clusters Score -6353636 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 26191 members 
Entering Unmasked Estep 
Score: -6353651.500000 Penalty: 12565.289062
	Iteration 138Q: 3 clusters Score -6353652 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -6353665.000000 Penalty: 12565.289062
	Iteration 139Q: 3 clusters Score -6353665 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 26249 members 
Entering Unmasked Estep 
Score: -6353674.500000 Penalty: 12565.289062
	Iteration 140F: 3 clusters Score -6353674 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -6353677.000000 Penalty: 12565.289062
	Iteration 141Q: 3 clusters Score -6353677 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -6353689.000000 Penalty: 12565.289062
	Iteration 142Q: 3 clusters Score -6353689 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 26320 members 
Entering Unmasked Estep 
Score: -6353711.500000 Penalty: 12565.289062
	Iteration 143Q: 3 clusters Score -6353712 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 26341 members 
Entering Unmasked Estep 
Score: -6353729.500000 Penalty: 12565.289062
	Iteration 144Q: 3 clusters Score -6353730 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -6353736.000000 Penalty: 12565.289062
	Iteration 145Q: 3 clusters Score -6353736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 26370 members 
Entering Unmasked Estep 
Score: -6353734.500000 Penalty: 12565.289062
	Iteration 146Q: 3 clusters Score -6353734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 26380 members 
Entering Unmasked Estep 
Score: -6353741.000000 Penalty: 12565.289062
	Iteration 147Q: 3 clusters Score -6353741 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 26394 members 
Entering Unmasked Estep 
Score: -6353746.000000 Penalty: 12565.289062
	Iteration 148Q: 3 clusters Score -6353746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -6353750.000000 Penalty: 12565.289062
	Iteration 149Q: 3 clusters Score -6353750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 26412 members 
Entering Unmasked Estep 
Score: -6353758.500000 Penalty: 12565.289062
	Iteration 150Q: 3 clusters Score -6353758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -6353757.500000 Penalty: 12565.289062
	Iteration 151Q: 3 clusters Score -6353758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
Score: -6353755.000000 Penalty: 12565.289062
	Iteration 152Q: 3 clusters Score -6353755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
Score: -6353755.000000 Penalty: 12565.289062
	Iteration 153F: 3 clusters Score -6353755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (26158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Entering Unmasked Estep 
Score: -5770417.500000 Penalty: 6230.294922
	Iteration 0F: 2 clusters Score -5770418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -5750129.000000 Penalty: 12460.589844
	Iteration 0F: 3 clusters Score -5750129 nChanged 10943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -5757863.500000 Penalty: 12460.589844
	Iteration 1F: 3 clusters Score -5757864 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -5760917.000000 Penalty: 12460.589844
	Iteration 2F: 3 clusters Score -5760917 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -5763821.500000 Penalty: 12460.589844
	Iteration 3F: 3 clusters Score -5763822 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -5766662.500000 Penalty: 12460.589844
	Iteration 4F: 3 clusters Score -5766662 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -5769218.500000 Penalty: 12460.589844
	Iteration 5F: 3 clusters Score -5769218 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -5771232.500000 Penalty: 12460.589844
	Iteration 6F: 3 clusters Score -5771232 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -5772594.500000 Penalty: 12460.589844
	Iteration 7Q: 3 clusters Score -5772594 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -5773160.000000 Penalty: 12460.589844
	Iteration 8Q: 3 clusters Score -5773160 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -5773405.000000 Penalty: 12460.589844
	Iteration 9Q: 3 clusters Score -5773405 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -5773519.000000 Penalty: 12460.589844
	Iteration 10Q: 3 clusters Score -5773519 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -5773594.500000 Penalty: 12460.589844
	Iteration 11Q: 3 clusters Score -5773594 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -5773668.500000 Penalty: 12460.589844
	Iteration 12Q: 3 clusters Score -5773668 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -5773723.500000 Penalty: 12460.589844
	Iteration 13Q: 3 clusters Score -5773724 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -5773771.000000 Penalty: 12460.589844
	Iteration 14Q: 3 clusters Score -5773771 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -5773799.000000 Penalty: 12460.589844
	Iteration 15Q: 3 clusters Score -5773799 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -5773831.500000 Penalty: 12460.589844
	Iteration 16Q: 3 clusters Score -5773832 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -5773845.000000 Penalty: 12460.589844
	Iteration 17Q: 3 clusters Score -5773845 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -5773860.000000 Penalty: 12460.589844
	Iteration 18Q: 3 clusters Score -5773860 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -5773861.000000 Penalty: 12460.589844
	Iteration 19Q: 3 clusters Score -5773861 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -5773880.500000 Penalty: 12460.589844
	Iteration 20F: 3 clusters Score -5773880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -5773879.500000 Penalty: 12460.589844
	Iteration 21Q: 3 clusters Score -5773880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -5773886.500000 Penalty: 12460.589844
	Iteration 22Q: 3 clusters Score -5773886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -5773875.000000 Penalty: 12460.589844
	Iteration 23Q: 3 clusters Score -5773875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -5773882.500000 Penalty: 12460.589844
	Iteration 24Q: 3 clusters Score -5773882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -5773886.500000 Penalty: 12460.589844
	Iteration 25Q: 3 clusters Score -5773886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -5773886.500000 Penalty: 12460.589844
	Iteration 26F: 3 clusters Score -5773886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 21387 members 
Mstep: Class 3 contains 18777 members 
Mstep: Class 4 contains 64592 members 
Mstep: Class 5 contains 34448 members 
Mstep: Class 6 contains 1152 members 
Mstep: Class 7 contains 70779 members 
Mstep: Class 8 contains 20334 members 
Mstep: Class 9 contains 35982 members 
Mstep: Class 10 contains 33343 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 12 contains 5136 members 
Mstep: Class 13 contains 968 members 
Mstep: Class 14 contains 67260 members 
Mstep: Class 15 contains 1703 members 
Mstep: Class 16 contains 47036 members 
Mstep: Class 17 contains 11469 members 
Mstep: Class 18 contains 31060 members 
Mstep: Class 19 contains 28492 members 
Mstep: Class 20 contains 3169 members 
Mstep: Class 21 contains 156566 members 
Mstep: Class 22 contains 1406 members 
Mstep: Class 23 contains 2845 members 
Mstep: Class 24 contains 34198 members 
Mstep: Class 25 contains 22989 members 
Entering Unmasked Estep 
Score: -157265024.000000 Penalty: 206468.734375
Splitting cluster 20 changes total score from -157212208.000000 to -157265024.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 21 (156566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156566 members 
Entering Unmasked Estep 
Score: -34699956.000000 Penalty: 7326.255371
	Iteration 0F: 2 clusters Score -3.469996e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77924 members 
Mstep: Class 2 contains 78642 members 
Entering Unmasked Estep 
Score: -34593744.000000 Penalty: 14652.510742
	Iteration 0F: 3 clusters Score -3.459374e+07 nChanged 73039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74069 members 
Mstep: Class 2 contains 82497 members 
Entering Unmasked Estep 
Score: -34634732.000000 Penalty: 14652.510742
	Iteration 1F: 3 clusters Score -3.463473e+07 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71454 members 
Mstep: Class 2 contains 85112 members 
Entering Unmasked Estep 
Score: -34636468.000000 Penalty: 14652.510742
	Iteration 2Q: 3 clusters Score -3.463647e+07 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67639 members 
Mstep: Class 2 contains 88927 members 
Entering Unmasked Estep 
Score: -34638448.000000 Penalty: 14652.510742
	Iteration 3Q: 3 clusters Score -3.463845e+07 nChanged 6969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62098 members 
Mstep: Class 2 contains 94468 members 
Entering Unmasked Estep 
Score: -34641392.000000 Penalty: 14652.510742
	Iteration 4Q: 3 clusters Score -3.464139e+07 nChanged 8747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54197 members 
Mstep: Class 2 contains 102369 members 
Entering Unmasked Estep 
Score: -34646364.000000 Penalty: 14652.510742
	Iteration 5F: 3 clusters Score -3.464636e+07 nChanged 11072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43577 members 
Mstep: Class 2 contains 112989 members 
Entering Unmasked Estep 
Score: -34654072.000000 Penalty: 14652.510742
	Iteration 6F: 3 clusters Score -3.465407e+07 nChanged 12754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31075 members 
Mstep: Class 2 contains 125491 members 
Entering Unmasked Estep 
Score: -34665400.000000 Penalty: 14652.510742
	Iteration 7F: 3 clusters Score -3.46654e+07 nChanged 12420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 137765 members 
Entering Unmasked Estep 
Score: -34677724.000000 Penalty: 14652.510742
	Iteration 8F: 3 clusters Score -3.467772e+07 nChanged 8761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 146416 members 
Entering Unmasked Estep 
Score: -34686360.000000 Penalty: 14652.510742
	Iteration 9F: 3 clusters Score -3.468636e+07 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 150902 members 
Entering Unmasked Estep 
Score: -34690712.000000 Penalty: 14652.510742
	Iteration 10Q: 3 clusters Score -3.469071e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 152868 members 
Entering Unmasked Estep 
Score: -34692512.000000 Penalty: 14652.510742
	Iteration 11Q: 3 clusters Score -3.469251e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 153730 members 
Entering Unmasked Estep 
Score: -34693248.000000 Penalty: 14652.510742
	Iteration 12Q: 3 clusters Score -3.469325e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 154158 members 
Entering Unmasked Estep 
Score: -34693628.000000 Penalty: 14652.510742
	Iteration 13Q: 3 clusters Score -3.469363e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 154376 members 
Entering Unmasked Estep 
Score: -34693856.000000 Penalty: 14652.510742
	Iteration 14Q: 3 clusters Score -3.469386e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 154506 members 
Entering Unmasked Estep 
Score: -34694016.000000 Penalty: 14652.510742
	Iteration 15Q: 3 clusters Score -3.469402e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 154593 members 
Entering Unmasked Estep 
Score: -34694112.000000 Penalty: 14652.510742
	Iteration 16Q: 3 clusters Score -3.469411e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 154674 members 
Entering Unmasked Estep 
Score: -34694148.000000 Penalty: 14652.510742
	Iteration 17Q: 3 clusters Score -3.469415e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 154722 members 
Entering Unmasked Estep 
Score: -34694200.000000 Penalty: 14652.510742
	Iteration 18Q: 3 clusters Score -3.46942e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 154756 members 
Entering Unmasked Estep 
Score: -34694264.000000 Penalty: 14652.510742
	Iteration 19Q: 3 clusters Score -3.469426e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 154768 members 
Entering Unmasked Estep 
Score: -34694320.000000 Penalty: 14652.510742
	Iteration 20F: 3 clusters Score -3.469432e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 154788 members 
Entering Unmasked Estep 
Score: -34694316.000000 Penalty: 14652.510742
	Iteration 21Q: 3 clusters Score -3.469432e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 154801 members 
Entering Unmasked Estep 
Score: -34694380.000000 Penalty: 14652.510742
	Iteration 22Q: 3 clusters Score -3.469438e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 154805 members 
Entering Unmasked Estep 
Score: -34694368.000000 Penalty: 14652.510742
	Iteration 23Q: 3 clusters Score -3.469437e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 154811 members 
Entering Unmasked Estep 
Score: -34694384.000000 Penalty: 14652.510742
	Iteration 24Q: 3 clusters Score -3.469438e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 154826 members 
Entering Unmasked Estep 
Score: -34694404.000000 Penalty: 14652.510742
	Iteration 25Q: 3 clusters Score -3.46944e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 154826 members 
Entering Unmasked Estep 
Score: -34694396.000000 Penalty: 14652.510742
	Iteration 26Q: 3 clusters Score -3.46944e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 154829 members 
Entering Unmasked Estep 
Score: -34694396.000000 Penalty: 14652.510742
	Iteration 27Q: 3 clusters Score -3.46944e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 154827 members 
Entering Unmasked Estep 
Score: -34694404.000000 Penalty: 14652.510742
	Iteration 28Q: 3 clusters Score -3.46944e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 154833 members 
Entering Unmasked Estep 
Score: -34694408.000000 Penalty: 14652.510742
	Iteration 29Q: 3 clusters Score -3.469441e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 154837 members 
Entering Unmasked Estep 
Score: -34694400.000000 Penalty: 14652.510742
	Iteration 30Q: 3 clusters Score -3.46944e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 154839 members 
Entering Unmasked Estep 
Score: -34694412.000000 Penalty: 14652.510742
	Iteration 31Q: 3 clusters Score -3.469441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 154838 members 
Entering Unmasked Estep 
Score: -34694416.000000 Penalty: 14652.510742
	Iteration 32Q: 3 clusters Score -3.469442e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 154839 members 
Entering Unmasked Estep 
Score: -34694408.000000 Penalty: 14652.510742
	Iteration 33Q: 3 clusters Score -3.469441e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 154839 members 
Entering Unmasked Estep 
Score: -34694408.000000 Penalty: 14652.510742
	Iteration 34F: 3 clusters Score -3.469441e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Entering Unmasked Estep 
Score: -274487.125000 Penalty: 4439.708984
	Iteration 0F: 2 clusters Score -274487.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -270278.062500 Penalty: 8879.417969
	Iteration 0F: 3 clusters Score -270278.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -271012.218750 Penalty: 8879.417969
	Iteration 1F: 3 clusters Score -271012.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -271775.812500 Penalty: 8879.417969
	Iteration 2F: 3 clusters Score -271775.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -273013.156250 Penalty: 8879.417969
	Iteration 3F: 3 clusters Score -273013.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -274253.156250 Penalty: 8879.417969
	Iteration 4F: 3 clusters Score -274253.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -274731.156250 Penalty: 8879.417969
	Iteration 5F: 3 clusters Score -274731.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -274992.625000 Penalty: 8879.417969
	Iteration 6Q: 3 clusters Score -274992.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -275135.812500 Penalty: 8879.417969
	Iteration 7Q: 3 clusters Score -275135.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -275194.250000 Penalty: 8879.417969
	Iteration 8Q: 3 clusters Score -275194.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -275201.906250 Penalty: 8879.417969
	Iteration 9Q: 3 clusters Score -275201.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -275204.468750 Penalty: 8879.417969
	Iteration 10Q: 3 clusters Score -275204.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -275204.468750 Penalty: 8879.417969
	Iteration 11F: 3 clusters Score -275204.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 21387 members 
Mstep: Class 3 contains 18777 members 
Mstep: Class 4 contains 64592 members 
Mstep: Class 5 contains 34448 members 
Mstep: Class 6 contains 1152 members 
Mstep: Class 7 contains 70779 members 
Mstep: Class 8 contains 20334 members 
Mstep: Class 9 contains 35982 members 
Mstep: Class 10 contains 33343 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 12 contains 5136 members 
Mstep: Class 13 contains 968 members 
Mstep: Class 14 contains 67260 members 
Mstep: Class 15 contains 1703 members 
Mstep: Class 16 contains 47036 members 
Mstep: Class 17 contains 11469 members 
Mstep: Class 18 contains 31060 members 
Mstep: Class 19 contains 28492 members 
Mstep: Class 20 contains 3169 members 
Mstep: Class 21 contains 156566 members 
Mstep: Class 22 contains 297 members 
Mstep: Class 23 contains 2845 members 
Mstep: Class 24 contains 34198 members 
Mstep: Class 25 contains 22989 members 
Mstep: Class 26 contains 1109 members 
Entering Unmasked Estep 
Score: -157262080.000000 Penalty: 214727.484375
Splitting cluster 22 changes total score from -157212208.000000 to -157262080.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 23 (2845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Entering Unmasked Estep 
Score: -626536.062500 Penalty: 4871.407715
	Iteration 0F: 2 clusters Score -626536.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -620969.187500 Penalty: 9742.815430
	Iteration 0F: 3 clusters Score -620969.2 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -621903.875000 Penalty: 9742.815430
	Iteration 1F: 3 clusters Score -621903.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -622395.250000 Penalty: 9742.815430
	Iteration 2F: 3 clusters Score -622395.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -622995.750000 Penalty: 9742.815430
	Iteration 3F: 3 clusters Score -622995.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -623718.062500 Penalty: 9742.815430
	Iteration 4F: 3 clusters Score -623718.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -624299.437500 Penalty: 9742.815430
	Iteration 5F: 3 clusters Score -624299.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -624770.750000 Penalty: 9742.815430
	Iteration 6F: 3 clusters Score -624770.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -625134.375000 Penalty: 9742.815430
	Iteration 7Q: 3 clusters Score -625134.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -625343.250000 Penalty: 9742.815430
	Iteration 8Q: 3 clusters Score -625343.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -625449.062500 Penalty: 9742.815430
	Iteration 9Q: 3 clusters Score -625449.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -625544.437500 Penalty: 9742.815430
	Iteration 10Q: 3 clusters Score -625544.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -625636.875000 Penalty: 9742.815430
	Iteration 11Q: 3 clusters Score -625636.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -625729.250000 Penalty: 9742.815430
	Iteration 12Q: 3 clusters Score -625729.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -625783.750000 Penalty: 9742.815430
	Iteration 13Q: 3 clusters Score -625783.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -625813.687500 Penalty: 9742.815430
	Iteration 14Q: 3 clusters Score -625813.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -625827.500000 Penalty: 9742.815430
	Iteration 15Q: 3 clusters Score -625827.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -625838.562500 Penalty: 9742.815430
	Iteration 16Q: 3 clusters Score -625838.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -625841.437500 Penalty: 9742.815430
	Iteration 17Q: 3 clusters Score -625841.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -625849.437500 Penalty: 9742.815430
	Iteration 18Q: 3 clusters Score -625849.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -625852.687500 Penalty: 9742.815430
	Iteration 19Q: 3 clusters Score -625852.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -625855.437500 Penalty: 9742.815430
	Iteration 20F: 3 clusters Score -625855.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -625857.187500 Penalty: 9742.815430
	Iteration 21Q: 3 clusters Score -625857.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -625857.750000 Penalty: 9742.815430
	Iteration 22Q: 3 clusters Score -625857.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -625857.750000 Penalty: 9742.815430
	Iteration 23F: 3 clusters Score -625857.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 21387 members 
Mstep: Class 3 contains 18777 members 
Mstep: Class 4 contains 64592 members 
Mstep: Class 5 contains 34448 members 
Mstep: Class 8 contains 20334 members 
Mstep: Class 10 contains 33343 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 13 contains 968 members 
Mstep: Class 14 contains 67260 members 
Mstep: Class 15 contains 1703 members 
Mstep: Class 16 contains 47036 members 
Mstep: Class 17 contains 11469 members 
Mstep: Class 19 contains 28492 members 
Mstep: Class 20 contains 3169 members 
Mstep: Class 21 contains 156566 members 
Mstep: Class 22 contains 297 members 
Mstep: Class 23 contains 2845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157273456.000000 Penalty: 214727.484375
Iteration 39Q: 27 clusters Score -1.572735e+08 nChanged 16947
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 21131 members 
Mstep: Class 3 contains 18718 members 
Mstep: Class 4 contains 64084 members 
Mstep: Class 5 contains 37860 members 
Mstep: Class 6 contains 1152 members 
Mstep: Class 7 contains 70426 members 
Mstep: Class 8 contains 20404 members 
Mstep: Class 9 contains 35629 members 
Mstep: Class 10 contains 34126 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 12 contains 5182 members 
Mstep: Class 13 contains 964 members 
Mstep: Class 14 contains 67383 members 
Mstep: Class 15 contains 1743 members 
Mstep: Class 16 contains 47227 members 
Mstep: Class 17 contains 11881 members 
Mstep: Class 18 contains 30816 members 
Mstep: Class 19 contains 28396 members 
Mstep: Class 20 contains 3536 members 
Mstep: Class 21 contains 154388 members 
Mstep: Class 22 contains 300 members 
Mstep: Class 23 contains 2681 members 
Mstep: Class 24 contains 33990 members 
Mstep: Class 25 contains 21964 members 
Mstep: Class 26 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157283904.000000 Penalty: 214727.484375
Iteration 40F: 27 clusters Score -1.572839e+08 nChanged 10475
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 20755 members 
Mstep: Class 3 contains 18579 members 
Mstep: Class 4 contains 63801 members 
Mstep: Class 5 contains 40152 members 
Mstep: Class 6 contains 1153 members 
Mstep: Class 7 contains 70975 members 
Mstep: Class 8 contains 20206 members 
Mstep: Class 9 contains 35781 members 
Mstep: Class 10 contains 33761 members 
Mstep: Class 11 contains 1134 members 
Mstep: Class 12 contains 5700 members 
Mstep: Class 13 contains 977 members 
Mstep: Class 14 contains 67425 members 
Mstep: Class 15 contains 1796 members 
Mstep: Class 16 contains 47407 members 
Mstep: Class 17 contains 12015 members 
Mstep: Class 18 contains 31052 members 
Mstep: Class 19 contains 28393 members 
Mstep: Class 20 contains 3863 members 
Mstep: Class 21 contains 151389 members 
Mstep: Class 22 contains 302 members 
Mstep: Class 23 contains 2560 members 
Mstep: Class 24 contains 34180 members 
Mstep: Class 25 contains 21788 members 
Mstep: Class 26 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157287424.000000 Penalty: 214727.484375
Iteration 41Q: 27 clusters Score -1.572874e+08 nChanged 6433
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 20380 members 
Mstep: Class 3 contains 18485 members 
Mstep: Class 4 contains 63656 members 
Mstep: Class 5 contains 42114 members 
Mstep: Class 6 contains 1153 members 
Mstep: Class 7 contains 71252 members 
Mstep: Class 8 contains 20095 members 
Mstep: Class 9 contains 35916 members 
Mstep: Class 10 contains 33561 members 
Mstep: Class 11 contains 1134 members 
Mstep: Class 12 contains 5856 members 
Mstep: Class 13 contains 970 members 
Mstep: Class 14 contains 67461 members 
Mstep: Class 15 contains 1693 members 
Mstep: Class 16 contains 47584 members 
Mstep: Class 17 contains 12090 members 
Mstep: Class 18 contains 31163 members 
Mstep: Class 19 contains 28435 members 
Mstep: Class 20 contains 4073 members 
Mstep: Class 21 contains 149486 members 
Mstep: Class 22 contains 303 members 
Mstep: Class 23 contains 2484 members 
Mstep: Class 24 contains 34195 members 
Mstep: Class 25 contains 21607 members 
Mstep: Class 26 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157289424.000000 Penalty: 214727.484375
Iteration 42Q: 27 clusters Score -1.572894e+08 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 20124 members 
Mstep: Class 3 contains 18394 members 
Mstep: Class 4 contains 63557 members 
Mstep: Class 5 contains 43715 members 
Mstep: Class 6 contains 1153 members 
Mstep: Class 7 contains 71428 members 
Mstep: Class 8 contains 20034 members 
Mstep: Class 9 contains 36014 members 
Mstep: Class 10 contains 33408 members 
Mstep: Class 11 contains 1134 members 
Mstep: Class 12 contains 5907 members 
Mstep: Class 13 contains 968 members 
Mstep: Class 14 contains 67513 members 
Mstep: Class 15 contains 1638 members 
Mstep: Class 16 contains 47743 members 
Mstep: Class 17 contains 12117 members 
Mstep: Class 18 contains 31079 members 
Mstep: Class 19 contains 28482 members 
Mstep: Class 20 contains 4154 members 
Mstep: Class 21 contains 148242 members 
Mstep: Class 22 contains 301 members 
Mstep: Class 23 contains 2424 members 
Mstep: Class 24 contains 34181 members 
Mstep: Class 25 contains 21435 members 
Mstep: Class 26 contains 1109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157290160.000000 Penalty: 214727.484375
Iteration 43Q: 27 clusters Score -1.572902e+08 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 19884 members 
Mstep: Class 3 contains 18342 members 
Mstep: Class 4 contains 63506 members 
Mstep: Class 5 contains 45031 members 
Mstep: Class 6 contains 1153 members 
Mstep: Class 7 contains 71507 members 
Mstep: Class 8 contains 20024 members 
Mstep: Class 9 contains 36081 members 
Mstep: Class 10 contains 33341 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 5936 members 
Mstep: Class 13 contains 965 members 
Mstep: Class 14 contains 67542 members 
Mstep: Class 15 contains 1598 members 
Mstep: Class 16 contains 47877 members 
Mstep: Class 17 contains 12113 members 
Mstep: Class 18 contains 30940 members 
Mstep: Class 19 contains 28528 members 
Mstep: Class 20 contains 4191 members 
Mstep: Class 21 contains 147349 members 
Mstep: Class 22 contains 302 members 
Mstep: Class 23 contains 2367 members 
Mstep: Class 24 contains 34152 members 
Mstep: Class 25 contains 21281 members 
Mstep: Class 26 contains 1111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157290768.000000 Penalty: 214727.484375
Iteration 44Q: 27 clusters Score -1.572908e+08 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 19665 members 
Mstep: Class 3 contains 18306 members 
Mstep: Class 4 contains 63477 members 
Mstep: Class 5 contains 46167 members 
Mstep: Class 6 contains 1153 members 
Mstep: Class 7 contains 71556 members 
Mstep: Class 8 contains 20010 members 
Mstep: Class 9 contains 36134 members 
Mstep: Class 10 contains 33285 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 5953 members 
Mstep: Class 13 contains 963 members 
Mstep: Class 14 contains 67559 members 
Mstep: Class 15 contains 1572 members 
Mstep: Class 16 contains 48013 members 
Mstep: Class 17 contains 12100 members 
Mstep: Class 18 contains 30762 members 
Mstep: Class 19 contains 28570 members 
Mstep: Class 20 contains 4203 members 
Mstep: Class 21 contains 146665 members 
Mstep: Class 22 contains 302 members 
Mstep: Class 23 contains 2319 members 
Mstep: Class 24 contains 34124 members 
Mstep: Class 25 contains 21151 members 
Mstep: Class 26 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157291632.000000 Penalty: 214727.484375
Iteration 45Q: 27 clusters Score -1.572916e+08 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 19476 members 
Mstep: Class 3 contains 18287 members 
Mstep: Class 4 contains 63458 members 
Mstep: Class 5 contains 47151 members 
Mstep: Class 6 contains 1153 members 
Mstep: Class 7 contains 71582 members 
Mstep: Class 8 contains 20011 members 
Mstep: Class 9 contains 36178 members 
Mstep: Class 10 contains 33244 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 5959 members 
Mstep: Class 13 contains 962 members 
Mstep: Class 14 contains 67561 members 
Mstep: Class 15 contains 1551 members 
Mstep: Class 16 contains 48098 members 
Mstep: Class 17 contains 12092 members 
Mstep: Class 18 contains 30585 members 
Mstep: Class 19 contains 28608 members 
Mstep: Class 20 contains 4201 members 
Mstep: Class 21 contains 146132 members 
Mstep: Class 22 contains 299 members 
Mstep: Class 23 contains 2265 members 
Mstep: Class 24 contains 34088 members 
Mstep: Class 25 contains 21065 members 
Mstep: Class 26 contains 1115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157291904.000000 Penalty: 214727.484375
Iteration 46Q: 27 clusters Score -1.572919e+08 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 19319 members 
Mstep: Class 3 contains 18269 members 
Mstep: Class 4 contains 63443 members 
Mstep: Class 5 contains 47976 members 
Mstep: Class 6 contains 1153 members 
Mstep: Class 7 contains 71608 members 
Mstep: Class 8 contains 20024 members 
Mstep: Class 9 contains 36215 members 
Mstep: Class 10 contains 33189 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 5958 members 
Mstep: Class 13 contains 963 members 
Mstep: Class 14 contains 67564 members 
Mstep: Class 15 contains 1534 members 
Mstep: Class 16 contains 48138 members 
Mstep: Class 17 contains 12096 members 
Mstep: Class 18 contains 30408 members 
Mstep: Class 19 contains 28642 members 
Mstep: Class 20 contains 4198 members 
Mstep: Class 21 contains 145767 members 
Mstep: Class 22 contains 295 members 
Mstep: Class 23 contains 2208 members 
Mstep: Class 24 contains 34048 members 
Mstep: Class 25 contains 20987 members 
Mstep: Class 26 contains 1119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157292352.000000 Penalty: 214727.484375
Iteration 47Q: 27 clusters Score -1.572924e+08 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 19173 members 
Mstep: Class 3 contains 18259 members 
Mstep: Class 4 contains 63429 members 
Mstep: Class 5 contains 48629 members 
Mstep: Class 6 contains 1153 members 
Mstep: Class 7 contains 71622 members 
Mstep: Class 8 contains 20024 members 
Mstep: Class 9 contains 36244 members 
Mstep: Class 10 contains 33168 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 5966 members 
Mstep: Class 13 contains 963 members 
Mstep: Class 14 contains 67560 members 
Mstep: Class 15 contains 1513 members 
Mstep: Class 16 contains 48166 members 
Mstep: Class 17 contains 12095 members 
Mstep: Class 18 contains 30212 members 
Mstep: Class 19 contains 28668 members 
Mstep: Class 20 contains 4203 members 
Mstep: Class 21 contains 145547 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2161 members 
Mstep: Class 24 contains 34042 members 
Mstep: Class 25 contains 20910 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157292976.000000 Penalty: 214727.484375
Iteration 48Q: 27 clusters Score -1.57293e+08 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 19052 members 
Mstep: Class 3 contains 18244 members 
Mstep: Class 4 contains 63415 members 
Mstep: Class 5 contains 49164 members 
Mstep: Class 6 contains 1153 members 
Mstep: Class 7 contains 71641 members 
Mstep: Class 8 contains 20029 members 
Mstep: Class 9 contains 36260 members 
Mstep: Class 10 contains 33123 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 5972 members 
Mstep: Class 13 contains 964 members 
Mstep: Class 14 contains 67549 members 
Mstep: Class 15 contains 1495 members 
Mstep: Class 16 contains 48188 members 
Mstep: Class 17 contains 12091 members 
Mstep: Class 18 contains 30023 members 
Mstep: Class 19 contains 28688 members 
Mstep: Class 20 contains 4205 members 
Mstep: Class 21 contains 145408 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2133 members 
Mstep: Class 24 contains 34056 members 
Mstep: Class 25 contains 20854 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293072.000000 Penalty: 214727.484375
Iteration 49Q: 27 clusters Score -1.572931e+08 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18941 members 
Mstep: Class 3 contains 18233 members 
Mstep: Class 4 contains 63405 members 
Mstep: Class 5 contains 49658 members 
Mstep: Class 6 contains 1153 members 
Mstep: Class 7 contains 71664 members 
Mstep: Class 8 contains 20039 members 
Mstep: Class 9 contains 36264 members 
Mstep: Class 10 contains 33080 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 5973 members 
Mstep: Class 13 contains 964 members 
Mstep: Class 14 contains 67542 members 
Mstep: Class 15 contains 1480 members 
Mstep: Class 16 contains 48202 members 
Mstep: Class 17 contains 12091 members 
Mstep: Class 18 contains 29854 members 
Mstep: Class 19 contains 28705 members 
Mstep: Class 20 contains 4203 members 
Mstep: Class 21 contains 145264 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2122 members 
Mstep: Class 24 contains 34066 members 
Mstep: Class 25 contains 20804 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293344.000000 Penalty: 214727.484375
Iteration 50Q: 27 clusters Score -1.572933e+08 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18845 members 
Mstep: Class 3 contains 18225 members 
Mstep: Class 4 contains 63401 members 
Mstep: Class 5 contains 50062 members 
Mstep: Class 6 contains 1153 members 
Mstep: Class 7 contains 71676 members 
Mstep: Class 8 contains 20042 members 
Mstep: Class 9 contains 36266 members 
Mstep: Class 10 contains 33047 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 5977 members 
Mstep: Class 13 contains 964 members 
Mstep: Class 14 contains 67533 members 
Mstep: Class 15 contains 1466 members 
Mstep: Class 16 contains 48217 members 
Mstep: Class 17 contains 12094 members 
Mstep: Class 18 contains 29687 members 
Mstep: Class 19 contains 28718 members 
Mstep: Class 20 contains 4204 members 
Mstep: Class 21 contains 145174 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2111 members 
Mstep: Class 24 contains 34077 members 
Mstep: Class 25 contains 20768 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293440.000000 Penalty: 214727.484375
Iteration 51Q: 27 clusters Score -1.572934e+08 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18750 members 
Mstep: Class 3 contains 18217 members 
Mstep: Class 4 contains 63396 members 
Mstep: Class 5 contains 50376 members 
Mstep: Class 6 contains 1153 members 
Mstep: Class 7 contains 71683 members 
Mstep: Class 8 contains 20054 members 
Mstep: Class 9 contains 36265 members 
Mstep: Class 10 contains 33038 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 5979 members 
Mstep: Class 13 contains 965 members 
Mstep: Class 14 contains 67515 members 
Mstep: Class 15 contains 1457 members 
Mstep: Class 16 contains 48237 members 
Mstep: Class 17 contains 12091 members 
Mstep: Class 18 contains 29529 members 
Mstep: Class 19 contains 28733 members 
Mstep: Class 20 contains 4207 members 
Mstep: Class 21 contains 145151 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2104 members 
Mstep: Class 24 contains 34079 members 
Mstep: Class 25 contains 20728 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293680.000000 Penalty: 214727.484375
Iteration 52Q: 27 clusters Score -1.572937e+08 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18667 members 
Mstep: Class 3 contains 18204 members 
Mstep: Class 4 contains 63392 members 
Mstep: Class 5 contains 50635 members 
Mstep: Class 6 contains 1153 members 
Mstep: Class 7 contains 71699 members 
Mstep: Class 8 contains 20058 members 
Mstep: Class 9 contains 36268 members 
Mstep: Class 10 contains 33027 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 5983 members 
Mstep: Class 13 contains 965 members 
Mstep: Class 14 contains 67504 members 
Mstep: Class 15 contains 1446 members 
Mstep: Class 16 contains 48264 members 
Mstep: Class 17 contains 12086 members 
Mstep: Class 18 contains 29402 members 
Mstep: Class 19 contains 28741 members 
Mstep: Class 20 contains 4206 members 
Mstep: Class 21 contains 145123 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2102 members 
Mstep: Class 24 contains 34090 members 
Mstep: Class 25 contains 20692 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293536.000000 Penalty: 214727.484375
Iteration 53Q: 27 clusters Score -1.572935e+08 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18587 members 
Mstep: Class 3 contains 18196 members 
Mstep: Class 4 contains 63389 members 
Mstep: Class 5 contains 50866 members 
Mstep: Class 6 contains 1153 members 
Mstep: Class 7 contains 71702 members 
Mstep: Class 8 contains 20060 members 
Mstep: Class 9 contains 36273 members 
Mstep: Class 10 contains 33014 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 5983 members 
Mstep: Class 13 contains 965 members 
Mstep: Class 14 contains 67502 members 
Mstep: Class 15 contains 1437 members 
Mstep: Class 16 contains 48282 members 
Mstep: Class 17 contains 12085 members 
Mstep: Class 18 contains 29269 members 
Mstep: Class 19 contains 28753 members 
Mstep: Class 20 contains 4210 members 
Mstep: Class 21 contains 145106 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2102 members 
Mstep: Class 24 contains 34100 members 
Mstep: Class 25 contains 20673 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293232.000000 Penalty: 214727.484375
Iteration 54Q: 27 clusters Score -1.572932e+08 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18522 members 
Mstep: Class 3 contains 18196 members 
Mstep: Class 4 contains 63385 members 
Mstep: Class 5 contains 51076 members 
Mstep: Class 6 contains 1153 members 
Mstep: Class 7 contains 71712 members 
Mstep: Class 8 contains 20056 members 
Mstep: Class 9 contains 36276 members 
Mstep: Class 10 contains 32999 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 5987 members 
Mstep: Class 13 contains 965 members 
Mstep: Class 14 contains 67495 members 
Mstep: Class 15 contains 1428 members 
Mstep: Class 16 contains 48307 members 
Mstep: Class 17 contains 12077 members 
Mstep: Class 18 contains 29155 members 
Mstep: Class 19 contains 28764 members 
Mstep: Class 20 contains 4207 members 
Mstep: Class 21 contains 145095 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2103 members 
Mstep: Class 24 contains 34103 members 
Mstep: Class 25 contains 20646 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293344.000000 Penalty: 214727.484375
Iteration 55Q: 27 clusters Score -1.572933e+08 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18454 members 
Mstep: Class 3 contains 18199 members 
Mstep: Class 4 contains 63386 members 
Mstep: Class 5 contains 51269 members 
Mstep: Class 6 contains 1153 members 
Mstep: Class 7 contains 71719 members 
Mstep: Class 8 contains 20060 members 
Mstep: Class 9 contains 36278 members 
Mstep: Class 10 contains 32988 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 5987 members 
Mstep: Class 13 contains 965 members 
Mstep: Class 14 contains 67484 members 
Mstep: Class 15 contains 1421 members 
Mstep: Class 16 contains 48326 members 
Mstep: Class 17 contains 12065 members 
Mstep: Class 18 contains 29059 members 
Mstep: Class 19 contains 28772 members 
Mstep: Class 20 contains 4208 members 
Mstep: Class 21 contains 145077 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2103 members 
Mstep: Class 24 contains 34115 members 
Mstep: Class 25 contains 20619 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293360.000000 Penalty: 214727.484375
Iteration 56Q: 27 clusters Score -1.572934e+08 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18410 members 
Mstep: Class 3 contains 18199 members 
Mstep: Class 4 contains 63385 members 
Mstep: Class 5 contains 51441 members 
Mstep: Class 6 contains 1153 members 
Mstep: Class 7 contains 71724 members 
Mstep: Class 8 contains 20054 members 
Mstep: Class 9 contains 36278 members 
Mstep: Class 10 contains 32974 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 5988 members 
Mstep: Class 13 contains 965 members 
Mstep: Class 14 contains 67475 members 
Mstep: Class 15 contains 1415 members 
Mstep: Class 16 contains 48341 members 
Mstep: Class 17 contains 12059 members 
Mstep: Class 18 contains 28980 members 
Mstep: Class 19 contains 28780 members 
Mstep: Class 20 contains 4208 members 
Mstep: Class 21 contains 145052 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2101 members 
Mstep: Class 24 contains 34121 members 
Mstep: Class 25 contains 20604 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293440.000000 Penalty: 214727.484375
Iteration 57Q: 27 clusters Score -1.572934e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18370 members 
Mstep: Class 3 contains 18197 members 
Mstep: Class 4 contains 63386 members 
Mstep: Class 5 contains 51582 members 
Mstep: Class 6 contains 1153 members 
Mstep: Class 7 contains 71724 members 
Mstep: Class 8 contains 20052 members 
Mstep: Class 9 contains 36280 members 
Mstep: Class 10 contains 32960 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 5994 members 
Mstep: Class 13 contains 965 members 
Mstep: Class 14 contains 67470 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 48353 members 
Mstep: Class 17 contains 12059 members 
Mstep: Class 18 contains 28907 members 
Mstep: Class 19 contains 28792 members 
Mstep: Class 20 contains 4206 members 
Mstep: Class 21 contains 145036 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2100 members 
Mstep: Class 24 contains 34122 members 
Mstep: Class 25 contains 20588 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293568.000000 Penalty: 214727.484375
Iteration 58Q: 27 clusters Score -1.572936e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18335 members 
Mstep: Class 3 contains 18194 members 
Mstep: Class 4 contains 63380 members 
Mstep: Class 5 contains 51716 members 
Mstep: Class 6 contains 1153 members 
Mstep: Class 7 contains 71732 members 
Mstep: Class 8 contains 20050 members 
Mstep: Class 9 contains 36281 members 
Mstep: Class 10 contains 32951 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 5997 members 
Mstep: Class 13 contains 965 members 
Mstep: Class 14 contains 67469 members 
Mstep: Class 15 contains 1401 members 
Mstep: Class 16 contains 48356 members 
Mstep: Class 17 contains 12058 members 
Mstep: Class 18 contains 28855 members 
Mstep: Class 19 contains 28798 members 
Mstep: Class 20 contains 4204 members 
Mstep: Class 21 contains 145025 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2097 members 
Mstep: Class 24 contains 34123 members 
Mstep: Class 25 contains 20567 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293616.000000 Penalty: 214727.484375
Iteration 59Q: 27 clusters Score -1.572936e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18301 members 
Mstep: Class 3 contains 18191 members 
Mstep: Class 4 contains 63377 members 
Mstep: Class 5 contains 51851 members 
Mstep: Class 6 contains 1153 members 
Mstep: Class 7 contains 71735 members 
Mstep: Class 8 contains 20052 members 
Mstep: Class 9 contains 36283 members 
Mstep: Class 10 contains 32947 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 5995 members 
Mstep: Class 13 contains 965 members 
Mstep: Class 14 contains 67469 members 
Mstep: Class 15 contains 1393 members 
Mstep: Class 16 contains 48363 members 
Mstep: Class 17 contains 12054 members 
Mstep: Class 18 contains 28815 members 
Mstep: Class 19 contains 28798 members 
Mstep: Class 20 contains 4202 members 
Mstep: Class 21 contains 144995 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2096 members 
Mstep: Class 24 contains 34123 members 
Mstep: Class 25 contains 20549 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293520.000000 Penalty: 214727.484375
Iteration 60F: 27 clusters Score -1.572935e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18275 members 
Mstep: Class 3 contains 18187 members 
Mstep: Class 4 contains 63378 members 
Mstep: Class 5 contains 51965 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71736 members 
Mstep: Class 8 contains 20052 members 
Mstep: Class 9 contains 36286 members 
Mstep: Class 10 contains 32940 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 5998 members 
Mstep: Class 13 contains 965 members 
Mstep: Class 14 contains 67472 members 
Mstep: Class 15 contains 1386 members 
Mstep: Class 16 contains 48361 members 
Mstep: Class 17 contains 12054 members 
Mstep: Class 18 contains 28774 members 
Mstep: Class 19 contains 28800 members 
Mstep: Class 20 contains 4198 members 
Mstep: Class 21 contains 144969 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2096 members 
Mstep: Class 24 contains 34125 members 
Mstep: Class 25 contains 20538 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293424.000000 Penalty: 214727.484375
Iteration 61Q: 27 clusters Score -1.572934e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18242 members 
Mstep: Class 3 contains 18187 members 
Mstep: Class 4 contains 63376 members 
Mstep: Class 5 contains 52052 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71736 members 
Mstep: Class 8 contains 20056 members 
Mstep: Class 9 contains 36290 members 
Mstep: Class 10 contains 32936 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 5996 members 
Mstep: Class 13 contains 966 members 
Mstep: Class 14 contains 67474 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 48366 members 
Mstep: Class 17 contains 12054 members 
Mstep: Class 18 contains 28749 members 
Mstep: Class 19 contains 28802 members 
Mstep: Class 20 contains 4195 members 
Mstep: Class 21 contains 144970 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2096 members 
Mstep: Class 24 contains 34121 members 
Mstep: Class 25 contains 20528 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293536.000000 Penalty: 214727.484375
Iteration 62Q: 27 clusters Score -1.572935e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18219 members 
Mstep: Class 3 contains 18188 members 
Mstep: Class 4 contains 63374 members 
Mstep: Class 5 contains 52123 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71733 members 
Mstep: Class 8 contains 20060 members 
Mstep: Class 9 contains 36291 members 
Mstep: Class 10 contains 32933 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 5997 members 
Mstep: Class 13 contains 966 members 
Mstep: Class 14 contains 67476 members 
Mstep: Class 15 contains 1346 members 
Mstep: Class 16 contains 48369 members 
Mstep: Class 17 contains 12054 members 
Mstep: Class 18 contains 28717 members 
Mstep: Class 19 contains 28805 members 
Mstep: Class 20 contains 4195 members 
Mstep: Class 21 contains 144970 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2096 members 
Mstep: Class 24 contains 34121 members 
Mstep: Class 25 contains 20522 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293664.000000 Penalty: 214727.484375
Iteration 63Q: 27 clusters Score -1.572937e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18198 members 
Mstep: Class 3 contains 18191 members 
Mstep: Class 4 contains 63372 members 
Mstep: Class 5 contains 52197 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71734 members 
Mstep: Class 8 contains 20061 members 
Mstep: Class 9 contains 36290 members 
Mstep: Class 10 contains 32931 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 5997 members 
Mstep: Class 13 contains 966 members 
Mstep: Class 14 contains 67474 members 
Mstep: Class 15 contains 1332 members 
Mstep: Class 16 contains 48371 members 
Mstep: Class 17 contains 12054 members 
Mstep: Class 18 contains 28685 members 
Mstep: Class 19 contains 28809 members 
Mstep: Class 20 contains 4195 members 
Mstep: Class 21 contains 144968 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2096 members 
Mstep: Class 24 contains 34120 members 
Mstep: Class 25 contains 20514 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293552.000000 Penalty: 214727.484375
Iteration 64Q: 27 clusters Score -1.572936e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18178 members 
Mstep: Class 3 contains 18193 members 
Mstep: Class 4 contains 63374 members 
Mstep: Class 5 contains 52268 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71733 members 
Mstep: Class 8 contains 20064 members 
Mstep: Class 9 contains 36290 members 
Mstep: Class 10 contains 32926 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 5997 members 
Mstep: Class 13 contains 966 members 
Mstep: Class 14 contains 67471 members 
Mstep: Class 15 contains 1323 members 
Mstep: Class 16 contains 48368 members 
Mstep: Class 17 contains 12054 members 
Mstep: Class 18 contains 28637 members 
Mstep: Class 19 contains 28812 members 
Mstep: Class 20 contains 4192 members 
Mstep: Class 21 contains 144984 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2095 members 
Mstep: Class 24 contains 34122 members 
Mstep: Class 25 contains 20508 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293664.000000 Penalty: 214727.484375
Iteration 65Q: 27 clusters Score -1.572937e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18169 members 
Mstep: Class 3 contains 18192 members 
Mstep: Class 4 contains 63374 members 
Mstep: Class 5 contains 52345 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71734 members 
Mstep: Class 8 contains 20065 members 
Mstep: Class 9 contains 36291 members 
Mstep: Class 10 contains 32924 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 5997 members 
Mstep: Class 13 contains 966 members 
Mstep: Class 14 contains 67469 members 
Mstep: Class 15 contains 1309 members 
Mstep: Class 16 contains 48366 members 
Mstep: Class 17 contains 12054 members 
Mstep: Class 18 contains 28606 members 
Mstep: Class 19 contains 28815 members 
Mstep: Class 20 contains 4191 members 
Mstep: Class 21 contains 144974 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2094 members 
Mstep: Class 24 contains 34121 members 
Mstep: Class 25 contains 20499 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293712.000000 Penalty: 214727.484375
Iteration 66Q: 27 clusters Score -1.572937e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18170 members 
Mstep: Class 3 contains 18192 members 
Mstep: Class 4 contains 63374 members 
Mstep: Class 5 contains 52394 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71730 members 
Mstep: Class 8 contains 20062 members 
Mstep: Class 9 contains 36292 members 
Mstep: Class 10 contains 32922 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 5997 members 
Mstep: Class 13 contains 966 members 
Mstep: Class 14 contains 67467 members 
Mstep: Class 15 contains 1302 members 
Mstep: Class 16 contains 48364 members 
Mstep: Class 17 contains 12053 members 
Mstep: Class 18 contains 28572 members 
Mstep: Class 19 contains 28818 members 
Mstep: Class 20 contains 4190 members 
Mstep: Class 21 contains 144983 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2094 members 
Mstep: Class 24 contains 34122 members 
Mstep: Class 25 contains 20491 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293552.000000 Penalty: 214727.484375
Iteration 67Q: 27 clusters Score -1.572936e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18166 members 
Mstep: Class 3 contains 18192 members 
Mstep: Class 4 contains 63375 members 
Mstep: Class 5 contains 52442 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71730 members 
Mstep: Class 8 contains 20065 members 
Mstep: Class 9 contains 36293 members 
Mstep: Class 10 contains 32918 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 5995 members 
Mstep: Class 13 contains 966 members 
Mstep: Class 14 contains 67469 members 
Mstep: Class 15 contains 1292 members 
Mstep: Class 16 contains 48364 members 
Mstep: Class 17 contains 12051 members 
Mstep: Class 18 contains 28548 members 
Mstep: Class 19 contains 28820 members 
Mstep: Class 20 contains 4187 members 
Mstep: Class 21 contains 144974 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2094 members 
Mstep: Class 24 contains 34124 members 
Mstep: Class 25 contains 20490 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293584.000000 Penalty: 214727.484375
Iteration 68Q: 27 clusters Score -1.572936e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18160 members 
Mstep: Class 3 contains 18191 members 
Mstep: Class 4 contains 63375 members 
Mstep: Class 5 contains 52479 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71730 members 
Mstep: Class 8 contains 20063 members 
Mstep: Class 9 contains 36293 members 
Mstep: Class 10 contains 32916 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 5995 members 
Mstep: Class 13 contains 966 members 
Mstep: Class 14 contains 67471 members 
Mstep: Class 15 contains 1289 members 
Mstep: Class 16 contains 48365 members 
Mstep: Class 17 contains 12049 members 
Mstep: Class 18 contains 28507 members 
Mstep: Class 19 contains 28820 members 
Mstep: Class 20 contains 4184 members 
Mstep: Class 21 contains 144993 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2094 members 
Mstep: Class 24 contains 34125 members 
Mstep: Class 25 contains 20490 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293424.000000 Penalty: 214727.484375
Iteration 69Q: 27 clusters Score -1.572934e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18157 members 
Mstep: Class 3 contains 18190 members 
Mstep: Class 4 contains 63374 members 
Mstep: Class 5 contains 52513 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71731 members 
Mstep: Class 8 contains 20067 members 
Mstep: Class 9 contains 36294 members 
Mstep: Class 10 contains 32910 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 5994 members 
Mstep: Class 13 contains 966 members 
Mstep: Class 14 contains 67473 members 
Mstep: Class 15 contains 1288 members 
Mstep: Class 16 contains 48364 members 
Mstep: Class 17 contains 12049 members 
Mstep: Class 18 contains 28458 members 
Mstep: Class 19 contains 28820 members 
Mstep: Class 20 contains 4181 members 
Mstep: Class 21 contains 145013 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2094 members 
Mstep: Class 24 contains 34126 members 
Mstep: Class 25 contains 20493 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293376.000000 Penalty: 214727.484375
Iteration 70Q: 27 clusters Score -1.572934e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18151 members 
Mstep: Class 3 contains 18189 members 
Mstep: Class 4 contains 63372 members 
Mstep: Class 5 contains 52539 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71733 members 
Mstep: Class 8 contains 20064 members 
Mstep: Class 9 contains 36295 members 
Mstep: Class 10 contains 32906 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 5997 members 
Mstep: Class 13 contains 966 members 
Mstep: Class 14 contains 67477 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 48361 members 
Mstep: Class 17 contains 12048 members 
Mstep: Class 18 contains 28428 members 
Mstep: Class 19 contains 28822 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 145023 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2094 members 
Mstep: Class 24 contains 34127 members 
Mstep: Class 25 contains 20496 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293552.000000 Penalty: 214727.484375
Iteration 71Q: 27 clusters Score -1.572936e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18146 members 
Mstep: Class 3 contains 18189 members 
Mstep: Class 4 contains 63373 members 
Mstep: Class 5 contains 52565 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71731 members 
Mstep: Class 8 contains 20066 members 
Mstep: Class 9 contains 36297 members 
Mstep: Class 10 contains 32903 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 6000 members 
Mstep: Class 13 contains 966 members 
Mstep: Class 14 contains 67476 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 48358 members 
Mstep: Class 17 contains 12047 members 
Mstep: Class 18 contains 28408 members 
Mstep: Class 19 contains 28824 members 
Mstep: Class 20 contains 4177 members 
Mstep: Class 21 contains 145023 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2094 members 
Mstep: Class 24 contains 34128 members 
Mstep: Class 25 contains 20497 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293488.000000 Penalty: 214727.484375
Iteration 72Q: 27 clusters Score -1.572935e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18140 members 
Mstep: Class 3 contains 18190 members 
Mstep: Class 4 contains 63372 members 
Mstep: Class 5 contains 52590 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71732 members 
Mstep: Class 8 contains 20067 members 
Mstep: Class 9 contains 36297 members 
Mstep: Class 10 contains 32900 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 6000 members 
Mstep: Class 13 contains 966 members 
Mstep: Class 14 contains 67474 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 48356 members 
Mstep: Class 17 contains 12049 members 
Mstep: Class 18 contains 28394 members 
Mstep: Class 19 contains 28825 members 
Mstep: Class 20 contains 4177 members 
Mstep: Class 21 contains 145021 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2094 members 
Mstep: Class 24 contains 34128 members 
Mstep: Class 25 contains 20497 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293456.000000 Penalty: 214727.484375
Iteration 73Q: 27 clusters Score -1.572935e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18136 members 
Mstep: Class 3 contains 18191 members 
Mstep: Class 4 contains 63370 members 
Mstep: Class 5 contains 52609 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71733 members 
Mstep: Class 8 contains 20067 members 
Mstep: Class 9 contains 36298 members 
Mstep: Class 10 contains 32899 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 6000 members 
Mstep: Class 13 contains 966 members 
Mstep: Class 14 contains 67475 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 48354 members 
Mstep: Class 17 contains 12049 members 
Mstep: Class 18 contains 28374 members 
Mstep: Class 19 contains 28825 members 
Mstep: Class 20 contains 4176 members 
Mstep: Class 21 contains 145030 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2093 members 
Mstep: Class 24 contains 34128 members 
Mstep: Class 25 contains 20496 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293584.000000 Penalty: 214727.484375
Iteration 74Q: 27 clusters Score -1.572936e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18135 members 
Mstep: Class 3 contains 18187 members 
Mstep: Class 4 contains 63370 members 
Mstep: Class 5 contains 52616 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71734 members 
Mstep: Class 8 contains 20073 members 
Mstep: Class 9 contains 36298 members 
Mstep: Class 10 contains 32899 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 6000 members 
Mstep: Class 13 contains 966 members 
Mstep: Class 14 contains 67475 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 48354 members 
Mstep: Class 17 contains 12049 members 
Mstep: Class 18 contains 28363 members 
Mstep: Class 19 contains 28825 members 
Mstep: Class 20 contains 4176 members 
Mstep: Class 21 contains 145033 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2093 members 
Mstep: Class 24 contains 34128 members 
Mstep: Class 25 contains 20495 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293536.000000 Penalty: 214727.484375
Iteration 75Q: 27 clusters Score -1.572935e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18132 members 
Mstep: Class 3 contains 18186 members 
Mstep: Class 4 contains 63370 members 
Mstep: Class 5 contains 52626 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71734 members 
Mstep: Class 8 contains 20071 members 
Mstep: Class 9 contains 36299 members 
Mstep: Class 10 contains 32897 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 6000 members 
Mstep: Class 13 contains 966 members 
Mstep: Class 14 contains 67477 members 
Mstep: Class 15 contains 1284 members 
Mstep: Class 16 contains 48353 members 
Mstep: Class 17 contains 12049 members 
Mstep: Class 18 contains 28360 members 
Mstep: Class 19 contains 28825 members 
Mstep: Class 20 contains 4175 members 
Mstep: Class 21 contains 145035 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2092 members 
Mstep: Class 24 contains 34128 members 
Mstep: Class 25 contains 20496 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293472.000000 Penalty: 214727.484375
Iteration 76Q: 27 clusters Score -1.572935e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18128 members 
Mstep: Class 3 contains 18187 members 
Mstep: Class 4 contains 63370 members 
Mstep: Class 5 contains 52638 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71735 members 
Mstep: Class 8 contains 20073 members 
Mstep: Class 9 contains 36299 members 
Mstep: Class 10 contains 32895 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 6000 members 
Mstep: Class 13 contains 966 members 
Mstep: Class 14 contains 67478 members 
Mstep: Class 15 contains 1279 members 
Mstep: Class 16 contains 48354 members 
Mstep: Class 17 contains 12049 members 
Mstep: Class 18 contains 28356 members 
Mstep: Class 19 contains 28825 members 
Mstep: Class 20 contains 4175 members 
Mstep: Class 21 contains 145034 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2090 members 
Mstep: Class 24 contains 34128 members 
Mstep: Class 25 contains 20496 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293408.000000 Penalty: 214727.484375
Iteration 77Q: 27 clusters Score -1.572934e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18124 members 
Mstep: Class 3 contains 18186 members 
Mstep: Class 4 contains 63370 members 
Mstep: Class 5 contains 52652 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71736 members 
Mstep: Class 8 contains 20073 members 
Mstep: Class 9 contains 36299 members 
Mstep: Class 10 contains 32894 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 6000 members 
Mstep: Class 13 contains 966 members 
Mstep: Class 14 contains 67479 members 
Mstep: Class 15 contains 1278 members 
Mstep: Class 16 contains 48354 members 
Mstep: Class 17 contains 12049 members 
Mstep: Class 18 contains 28343 members 
Mstep: Class 19 contains 28825 members 
Mstep: Class 20 contains 4175 members 
Mstep: Class 21 contains 145039 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2090 members 
Mstep: Class 24 contains 34130 members 
Mstep: Class 25 contains 20493 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293456.000000 Penalty: 214727.484375
Iteration 78Q: 27 clusters Score -1.572935e+08 nChanged 37
Entering ConstructFrom: 
Score: -157293456.000000 Penalty: 214727.484375
Entering ConstructFrom: 
Trying to split cluster 1 (1313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Entering Unmasked Estep 
Score: -280588.812500 Penalty: 4397.792969
	Iteration 0F: 2 clusters Score -280588.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -276218.218750 Penalty: 8795.585938
	Iteration 0F: 3 clusters Score -276218.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -276775.375000 Penalty: 8795.585938
	Iteration 1F: 3 clusters Score -276775.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -277037.375000 Penalty: 8795.585938
	Iteration 2Q: 3 clusters Score -277037.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -277205.750000 Penalty: 8795.585938
	Iteration 3Q: 3 clusters Score -277205.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -277355.312500 Penalty: 8795.585938
	Iteration 4Q: 3 clusters Score -277355.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -277573.468750 Penalty: 8795.585938
	Iteration 5Q: 3 clusters Score -277573.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -277687.562500 Penalty: 8795.585938
	Iteration 6Q: 3 clusters Score -277687.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -277757.031250 Penalty: 8795.585938
	Iteration 7Q: 3 clusters Score -277757 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -277812.000000 Penalty: 8795.585938
	Iteration 8Q: 3 clusters Score -277812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -277900.843750 Penalty: 8795.585938
	Iteration 9Q: 3 clusters Score -277900.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -278043.906250 Penalty: 8795.585938
	Iteration 10Q: 3 clusters Score -278043.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -278305.531250 Penalty: 8795.585938
	Iteration 11Q: 3 clusters Score -278305.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -278423.968750 Penalty: 8795.585938
	Iteration 12Q: 3 clusters Score -278424 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -278471.125000 Penalty: 8795.585938
	Iteration 13Q: 3 clusters Score -278471.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -278487.250000 Penalty: 8795.585938
	Iteration 14Q: 3 clusters Score -278487.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -278504.187500 Penalty: 8795.585938
	Iteration 15Q: 3 clusters Score -278504.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -278522.468750 Penalty: 8795.585938
	Iteration 16Q: 3 clusters Score -278522.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -278542.968750 Penalty: 8795.585938
	Iteration 17Q: 3 clusters Score -278543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -278557.531250 Penalty: 8795.585938
	Iteration 18Q: 3 clusters Score -278557.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -278569.406250 Penalty: 8795.585938
	Iteration 19Q: 3 clusters Score -278569.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -278574.062500 Penalty: 8795.585938
	Iteration 20F: 3 clusters Score -278574.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -278579.406250 Penalty: 8795.585938
	Iteration 21Q: 3 clusters Score -278579.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -278580.718750 Penalty: 8795.585938
	Iteration 22Q: 3 clusters Score -278580.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -278580.718750 Penalty: 8795.585938
	Iteration 23F: 3 clusters Score -278580.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Entering Unmasked Estep 
Score: -4050627.250000 Penalty: 6005.388672
	Iteration 0F: 2 clusters Score -4050627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -4035279.250000 Penalty: 12010.777344
	Iteration 0F: 3 clusters Score -4035279 nChanged 7259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -4039483.500000 Penalty: 12010.777344
	Iteration 1F: 3 clusters Score -4039484 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -4040585.000000 Penalty: 12010.777344
	Iteration 2F: 3 clusters Score -4040585 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -4041682.250000 Penalty: 12010.777344
	Iteration 3F: 3 clusters Score -4041682 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -4042488.750000 Penalty: 12010.777344
	Iteration 4F: 3 clusters Score -4042489 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -4043134.750000 Penalty: 12010.777344
	Iteration 5F: 3 clusters Score -4043135 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -4043784.000000 Penalty: 12010.777344
	Iteration 6Q: 3 clusters Score -4043784 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -4044347.000000 Penalty: 12010.777344
	Iteration 7Q: 3 clusters Score -4044347 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -4044867.000000 Penalty: 12010.777344
	Iteration 8Q: 3 clusters Score -4044867 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -4045340.500000 Penalty: 12010.777344
	Iteration 9Q: 3 clusters Score -4045340 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -4045754.000000 Penalty: 12010.777344
	Iteration 10Q: 3 clusters Score -4045754 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -4046152.000000 Penalty: 12010.777344
	Iteration 11Q: 3 clusters Score -4046152 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -4046521.000000 Penalty: 12010.777344
	Iteration 12Q: 3 clusters Score -4046521 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -4046817.000000 Penalty: 12010.777344
	Iteration 13Q: 3 clusters Score -4046817 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -4047052.000000 Penalty: 12010.777344
	Iteration 14Q: 3 clusters Score -4047052 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -4047250.500000 Penalty: 12010.777344
	Iteration 15Q: 3 clusters Score -4047250 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -4047430.750000 Penalty: 12010.777344
	Iteration 16Q: 3 clusters Score -4047431 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -4047586.000000 Penalty: 12010.777344
	Iteration 17Q: 3 clusters Score -4047586 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -4047734.000000 Penalty: 12010.777344
	Iteration 18Q: 3 clusters Score -4047734 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -4047837.000000 Penalty: 12010.777344
	Iteration 19Q: 3 clusters Score -4047837 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -4047893.500000 Penalty: 12010.777344
	Iteration 20F: 3 clusters Score -4047894 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -4047922.250000 Penalty: 12010.777344
	Iteration 21Q: 3 clusters Score -4047922 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -4047952.250000 Penalty: 12010.777344
	Iteration 22Q: 3 clusters Score -4047952 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -4047975.000000 Penalty: 12010.777344
	Iteration 23Q: 3 clusters Score -4047975 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -4047976.500000 Penalty: 12010.777344
	Iteration 24Q: 3 clusters Score -4047976 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -4047993.500000 Penalty: 12010.777344
	Iteration 25Q: 3 clusters Score -4047994 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -4047997.750000 Penalty: 12010.777344
	Iteration 26Q: 3 clusters Score -4047998 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -4048004.000000 Penalty: 12010.777344
	Iteration 27Q: 3 clusters Score -4048004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -4048009.250000 Penalty: 12010.777344
	Iteration 28Q: 3 clusters Score -4048009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -4048010.750000 Penalty: 12010.777344
	Iteration 29Q: 3 clusters Score -4048011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -4048014.250000 Penalty: 12010.777344
	Iteration 30Q: 3 clusters Score -4048014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -4048026.500000 Penalty: 12010.777344
	Iteration 31Q: 3 clusters Score -4048026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -4048023.750000 Penalty: 12010.777344
	Iteration 32Q: 3 clusters Score -4048024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -4048024.250000 Penalty: 12010.777344
	Iteration 33Q: 3 clusters Score -4048024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -4048023.500000 Penalty: 12010.777344
	Iteration 34Q: 3 clusters Score -4048024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -4048025.500000 Penalty: 12010.777344
	Iteration 35Q: 3 clusters Score -4048026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -4048029.250000 Penalty: 12010.777344
	Iteration 36Q: 3 clusters Score -4048029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -4048029.250000 Penalty: 12010.777344
	Iteration 37F: 3 clusters Score -4048029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Entering Unmasked Estep 
Score: -3912535.500000 Penalty: 6007.615723
	Iteration 0F: 2 clusters Score -3912536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -3897141.750000 Penalty: 12015.231445
	Iteration 0F: 3 clusters Score -3897142 nChanged 7314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -3901366.250000 Penalty: 12015.231445
	Iteration 1F: 3 clusters Score -3901366 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -3902309.000000 Penalty: 12015.231445
	Iteration 2F: 3 clusters Score -3902309 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -3903149.250000 Penalty: 12015.231445
	Iteration 3F: 3 clusters Score -3903149 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -3903880.750000 Penalty: 12015.231445
	Iteration 4F: 3 clusters Score -3903881 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -3904646.000000 Penalty: 12015.231445
	Iteration 5F: 3 clusters Score -3904646 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -3905449.000000 Penalty: 12015.231445
	Iteration 6F: 3 clusters Score -3905449 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -3906188.000000 Penalty: 12015.231445
	Iteration 7F: 3 clusters Score -3906188 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -3906804.750000 Penalty: 12015.231445
	Iteration 8Q: 3 clusters Score -3906805 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -3907284.500000 Penalty: 12015.231445
	Iteration 9Q: 3 clusters Score -3907284 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -3907615.250000 Penalty: 12015.231445
	Iteration 10Q: 3 clusters Score -3907615 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -3907827.750000 Penalty: 12015.231445
	Iteration 11Q: 3 clusters Score -3907828 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -3907971.500000 Penalty: 12015.231445
	Iteration 12Q: 3 clusters Score -3907972 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -3908058.000000 Penalty: 12015.231445
	Iteration 13Q: 3 clusters Score -3908058 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -3908128.500000 Penalty: 12015.231445
	Iteration 14Q: 3 clusters Score -3908128 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -3908162.000000 Penalty: 12015.231445
	Iteration 15Q: 3 clusters Score -3908162 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -3908205.000000 Penalty: 12015.231445
	Iteration 16Q: 3 clusters Score -3908205 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -3908250.250000 Penalty: 12015.231445
	Iteration 17Q: 3 clusters Score -3908250 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -3908257.500000 Penalty: 12015.231445
	Iteration 18Q: 3 clusters Score -3908258 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -3908278.250000 Penalty: 12015.231445
	Iteration 19Q: 3 clusters Score -3908278 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -3908284.750000 Penalty: 12015.231445
	Iteration 20F: 3 clusters Score -3908285 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -3908300.000000 Penalty: 12015.231445
	Iteration 21Q: 3 clusters Score -3908300 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -3908310.250000 Penalty: 12015.231445
	Iteration 22Q: 3 clusters Score -3908310 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -3908317.500000 Penalty: 12015.231445
	Iteration 23Q: 3 clusters Score -3908318 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -3908333.000000 Penalty: 12015.231445
	Iteration 24Q: 3 clusters Score -3908333 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -3908350.750000 Penalty: 12015.231445
	Iteration 25Q: 3 clusters Score -3908351 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -3908356.750000 Penalty: 12015.231445
	Iteration 26Q: 3 clusters Score -3908357 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -3908378.750000 Penalty: 12015.231445
	Iteration 27Q: 3 clusters Score -3908379 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -3908388.750000 Penalty: 12015.231445
	Iteration 28Q: 3 clusters Score -3908389 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -3908406.750000 Penalty: 12015.231445
	Iteration 29Q: 3 clusters Score -3908407 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -3908418.500000 Penalty: 12015.231445
	Iteration 30Q: 3 clusters Score -3908418 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -3908438.250000 Penalty: 12015.231445
	Iteration 31Q: 3 clusters Score -3908438 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -3908440.000000 Penalty: 12015.231445
	Iteration 32Q: 3 clusters Score -3908440 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -3908464.500000 Penalty: 12015.231445
	Iteration 33Q: 3 clusters Score -3908464 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -3908477.750000 Penalty: 12015.231445
	Iteration 34Q: 3 clusters Score -3908478 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -3908487.750000 Penalty: 12015.231445
	Iteration 35Q: 3 clusters Score -3908488 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -3908494.750000 Penalty: 12015.231445
	Iteration 36Q: 3 clusters Score -3908495 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -3908507.500000 Penalty: 12015.231445
	Iteration 37Q: 3 clusters Score -3908508 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -3908506.750000 Penalty: 12015.231445
	Iteration 38Q: 3 clusters Score -3908507 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -3908519.250000 Penalty: 12015.231445
	Iteration 39Q: 3 clusters Score -3908519 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -3908528.000000 Penalty: 12015.231445
	Iteration 40F: 3 clusters Score -3908528 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -3908537.000000 Penalty: 12015.231445
	Iteration 41Q: 3 clusters Score -3908537 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -3908533.500000 Penalty: 12015.231445
	Iteration 42Q: 3 clusters Score -3908534 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -3908538.500000 Penalty: 12015.231445
	Iteration 43Q: 3 clusters Score -3908538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -3908549.000000 Penalty: 12015.231445
	Iteration 44Q: 3 clusters Score -3908549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -3908538.250000 Penalty: 12015.231445
	Iteration 45Q: 3 clusters Score -3908538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -3908552.500000 Penalty: 12015.231445
	Iteration 46Q: 3 clusters Score -3908552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -3908550.000000 Penalty: 12015.231445
	Iteration 47Q: 3 clusters Score -3908550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -3908546.500000 Penalty: 12015.231445
	Iteration 48Q: 3 clusters Score -3908546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -3908548.500000 Penalty: 12015.231445
	Iteration 49Q: 3 clusters Score -3908548 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -3908547.500000 Penalty: 12015.231445
	Iteration 50Q: 3 clusters Score -3908548 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -3908561.000000 Penalty: 12015.231445
	Iteration 51Q: 3 clusters Score -3908561 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -3908563.750000 Penalty: 12015.231445
	Iteration 52Q: 3 clusters Score -3908564 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -3908577.750000 Penalty: 12015.231445
	Iteration 53Q: 3 clusters Score -3908578 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -3908588.500000 Penalty: 12015.231445
	Iteration 54Q: 3 clusters Score -3908588 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -3908604.000000 Penalty: 12015.231445
	Iteration 55Q: 3 clusters Score -3908604 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -3908612.500000 Penalty: 12015.231445
	Iteration 56Q: 3 clusters Score -3908612 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -3908615.750000 Penalty: 12015.231445
	Iteration 57Q: 3 clusters Score -3908616 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -3908624.250000 Penalty: 12015.231445
	Iteration 58Q: 3 clusters Score -3908624 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -3908634.750000 Penalty: 12015.231445
	Iteration 59Q: 3 clusters Score -3908635 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -3908646.250000 Penalty: 12015.231445
	Iteration 60F: 3 clusters Score -3908646 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -3908658.250000 Penalty: 12015.231445
	Iteration 61Q: 3 clusters Score -3908658 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -3908662.750000 Penalty: 12015.231445
	Iteration 62Q: 3 clusters Score -3908663 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -3908666.500000 Penalty: 12015.231445
	Iteration 63Q: 3 clusters Score -3908666 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -3908676.000000 Penalty: 12015.231445
	Iteration 64Q: 3 clusters Score -3908676 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -3908685.250000 Penalty: 12015.231445
	Iteration 65Q: 3 clusters Score -3908685 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -3908690.500000 Penalty: 12015.231445
	Iteration 66Q: 3 clusters Score -3908690 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -3908697.750000 Penalty: 12015.231445
	Iteration 67Q: 3 clusters Score -3908698 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -3908708.000000 Penalty: 12015.231445
	Iteration 68Q: 3 clusters Score -3908708 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -3908722.000000 Penalty: 12015.231445
	Iteration 69Q: 3 clusters Score -3908722 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -3908724.750000 Penalty: 12015.231445
	Iteration 70Q: 3 clusters Score -3908725 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -3908730.250000 Penalty: 12015.231445
	Iteration 71Q: 3 clusters Score -3908730 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -3908738.750000 Penalty: 12015.231445
	Iteration 72Q: 3 clusters Score -3908739 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -3908771.250000 Penalty: 12015.231445
	Iteration 73Q: 3 clusters Score -3908771 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -3908762.000000 Penalty: 12015.231445
	Iteration 74Q: 3 clusters Score -3908762 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -3908783.250000 Penalty: 12015.231445
	Iteration 75Q: 3 clusters Score -3908783 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -3908775.750000 Penalty: 12015.231445
	Iteration 76Q: 3 clusters Score -3908776 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -3908782.500000 Penalty: 12015.231445
	Iteration 77Q: 3 clusters Score -3908782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -3908782.250000 Penalty: 12015.231445
	Iteration 78Q: 3 clusters Score -3908782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -3908785.250000 Penalty: 12015.231445
	Iteration 79Q: 3 clusters Score -3908785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -3908792.000000 Penalty: 12015.231445
	Iteration 80F: 3 clusters Score -3908792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -3908783.000000 Penalty: 12015.231445
	Iteration 81Q: 3 clusters Score -3908783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -3908788.000000 Penalty: 12015.231445
	Iteration 82Q: 3 clusters Score -3908788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -3908782.250000 Penalty: 12015.231445
	Iteration 83Q: 3 clusters Score -3908782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -3908781.250000 Penalty: 12015.231445
	Iteration 84Q: 3 clusters Score -3908781 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -3908780.750000 Penalty: 12015.231445
	Iteration 85Q: 3 clusters Score -3908781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -3908785.000000 Penalty: 12015.231445
	Iteration 86Q: 3 clusters Score -3908785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -3908795.250000 Penalty: 12015.231445
	Iteration 87Q: 3 clusters Score -3908795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -3908792.500000 Penalty: 12015.231445
	Iteration 88Q: 3 clusters Score -3908792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -3908792.250000 Penalty: 12015.231445
	Iteration 89Q: 3 clusters Score -3908792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -3908795.250000 Penalty: 12015.231445
	Iteration 90Q: 3 clusters Score -3908795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -3908806.750000 Penalty: 12015.231445
	Iteration 91Q: 3 clusters Score -3908807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -3908803.250000 Penalty: 12015.231445
	Iteration 92Q: 3 clusters Score -3908803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -3908811.000000 Penalty: 12015.231445
	Iteration 93Q: 3 clusters Score -3908811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -3908802.750000 Penalty: 12015.231445
	Iteration 94Q: 3 clusters Score -3908803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -3908809.250000 Penalty: 12015.231445
	Iteration 95Q: 3 clusters Score -3908809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -3908805.250000 Penalty: 12015.231445
	Iteration 96Q: 3 clusters Score -3908805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -3908804.750000 Penalty: 12015.231445
	Iteration 97Q: 3 clusters Score -3908805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -3908805.500000 Penalty: 12015.231445
	Iteration 98Q: 3 clusters Score -3908806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -3908809.750000 Penalty: 12015.231445
	Iteration 99Q: 3 clusters Score -3908810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -3908815.000000 Penalty: 12015.231445
	Iteration 100F: 3 clusters Score -3908815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -3908811.500000 Penalty: 12015.231445
	Iteration 101Q: 3 clusters Score -3908812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -3908806.750000 Penalty: 12015.231445
	Iteration 102Q: 3 clusters Score -3908807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -3908809.750000 Penalty: 12015.231445
	Iteration 103Q: 3 clusters Score -3908810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -3908804.000000 Penalty: 12015.231445
	Iteration 104Q: 3 clusters Score -3908804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -3908803.500000 Penalty: 12015.231445
	Iteration 105Q: 3 clusters Score -3908804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -3908802.500000 Penalty: 12015.231445
	Iteration 106Q: 3 clusters Score -3908802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -3908802.750000 Penalty: 12015.231445
	Iteration 107Q: 3 clusters Score -3908803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -3908806.000000 Penalty: 12015.231445
	Iteration 108Q: 3 clusters Score -3908806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -3908803.750000 Penalty: 12015.231445
	Iteration 109Q: 3 clusters Score -3908804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -3908803.750000 Penalty: 12015.231445
	Iteration 110F: 3 clusters Score -3908804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (63370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63370 members 
Entering Unmasked Estep 
Score: -14227232.000000 Penalty: 6772.256836
	Iteration 0F: 2 clusters Score -1.422723e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31733 members 
Mstep: Class 2 contains 31637 members 
Entering Unmasked Estep 
Score: -14182927.000000 Penalty: 13544.513672
	Iteration 0F: 3 clusters Score -1.418293e+07 nChanged 28397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32296 members 
Mstep: Class 2 contains 31074 members 
Entering Unmasked Estep 
Score: -14198149.000000 Penalty: 13544.513672
	Iteration 1F: 3 clusters Score -1.419815e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32795 members 
Mstep: Class 2 contains 30575 members 
Entering Unmasked Estep 
Score: -14199001.000000 Penalty: 13544.513672
	Iteration 2Q: 3 clusters Score -1.4199e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33598 members 
Mstep: Class 2 contains 29772 members 
Entering Unmasked Estep 
Score: -14199914.000000 Penalty: 13544.513672
	Iteration 3Q: 3 clusters Score -1.419991e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34659 members 
Mstep: Class 2 contains 28711 members 
Entering Unmasked Estep 
Score: -14200794.000000 Penalty: 13544.513672
	Iteration 4Q: 3 clusters Score -1.420079e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36072 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -14201718.000000 Penalty: 13544.513672
	Iteration 5Q: 3 clusters Score -1.420172e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37957 members 
Mstep: Class 2 contains 25413 members 
Entering Unmasked Estep 
Score: -14202871.000000 Penalty: 13544.513672
	Iteration 6Q: 3 clusters Score -1.420287e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40481 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -14204618.000000 Penalty: 13544.513672
	Iteration 7F: 3 clusters Score -1.420462e+07 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43462 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -14206815.000000 Penalty: 13544.513672
	Iteration 8F: 3 clusters Score -1.420682e+07 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46781 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -14209367.000000 Penalty: 13544.513672
	Iteration 9F: 3 clusters Score -1.420937e+07 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50071 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -14211952.000000 Penalty: 13544.513672
	Iteration 10F: 3 clusters Score -1.421195e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52949 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -14214129.000000 Penalty: 13544.513672
	Iteration 11Q: 3 clusters Score -1.421413e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55294 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -14215829.000000 Penalty: 13544.513672
	Iteration 12Q: 3 clusters Score -1.421583e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57146 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -14217240.000000 Penalty: 13544.513672
	Iteration 13Q: 3 clusters Score -1.421724e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58617 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -14218342.000000 Penalty: 13544.513672
	Iteration 14Q: 3 clusters Score -1.421834e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59743 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -14219304.000000 Penalty: 13544.513672
	Iteration 15Q: 3 clusters Score -1.42193e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60576 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -14220077.000000 Penalty: 13544.513672
	Iteration 16Q: 3 clusters Score -1.422008e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61129 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -14220529.000000 Penalty: 13544.513672
	Iteration 17Q: 3 clusters Score -1.422053e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61449 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -14220803.000000 Penalty: 13544.513672
	Iteration 18Q: 3 clusters Score -1.42208e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61627 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -14221033.000000 Penalty: 13544.513672
	Iteration 19Q: 3 clusters Score -1.422103e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61760 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -14221164.000000 Penalty: 13544.513672
	Iteration 20F: 3 clusters Score -1.422116e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61855 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -14221207.000000 Penalty: 13544.513672
	Iteration 21Q: 3 clusters Score -1.422121e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61919 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -14221263.000000 Penalty: 13544.513672
	Iteration 22Q: 3 clusters Score -1.422126e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61983 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -14221308.000000 Penalty: 13544.513672
	Iteration 23Q: 3 clusters Score -1.422131e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62013 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -14221352.000000 Penalty: 13544.513672
	Iteration 24Q: 3 clusters Score -1.422135e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62033 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -14221397.000000 Penalty: 13544.513672
	Iteration 25Q: 3 clusters Score -1.42214e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62050 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -14221405.000000 Penalty: 13544.513672
	Iteration 26Q: 3 clusters Score -1.42214e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62068 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -14221422.000000 Penalty: 13544.513672
	Iteration 27Q: 3 clusters Score -1.422142e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62088 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -14221410.000000 Penalty: 13544.513672
	Iteration 28Q: 3 clusters Score -1.422141e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62096 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -14221442.000000 Penalty: 13544.513672
	Iteration 29Q: 3 clusters Score -1.422144e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62099 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -14221455.000000 Penalty: 13544.513672
	Iteration 30Q: 3 clusters Score -1.422146e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62106 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -14221459.000000 Penalty: 13544.513672
	Iteration 31Q: 3 clusters Score -1.422146e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62110 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -14221455.000000 Penalty: 13544.513672
	Iteration 32Q: 3 clusters Score -1.422146e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62113 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -14221461.000000 Penalty: 13544.513672
	Iteration 33Q: 3 clusters Score -1.422146e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62117 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -14221466.000000 Penalty: 13544.513672
	Iteration 34Q: 3 clusters Score -1.422147e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62122 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -14221479.000000 Penalty: 13544.513672
	Iteration 35Q: 3 clusters Score -1.422148e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62127 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -14221500.000000 Penalty: 13544.513672
	Iteration 36Q: 3 clusters Score -1.42215e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62130 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -14221497.000000 Penalty: 13544.513672
	Iteration 37Q: 3 clusters Score -1.42215e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62133 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -14221508.000000 Penalty: 13544.513672
	Iteration 38Q: 3 clusters Score -1.422151e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62134 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -14221518.000000 Penalty: 13544.513672
	Iteration 39Q: 3 clusters Score -1.422152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62137 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -14221515.000000 Penalty: 13544.513672
	Iteration 40F: 3 clusters Score -1.422152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62139 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -14221518.000000 Penalty: 13544.513672
	Iteration 41Q: 3 clusters Score -1.422152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62140 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -14221512.000000 Penalty: 13544.513672
	Iteration 42Q: 3 clusters Score -1.422151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62140 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -14221501.000000 Penalty: 13544.513672
	Iteration 43Q: 3 clusters Score -1.42215e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62140 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -14221511.000000 Penalty: 13544.513672
	Iteration 44Q: 3 clusters Score -1.422151e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62144 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -14221522.000000 Penalty: 13544.513672
	Iteration 45Q: 3 clusters Score -1.422152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62146 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -14221524.000000 Penalty: 13544.513672
	Iteration 46Q: 3 clusters Score -1.422152e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62146 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -14221524.000000 Penalty: 13544.513672
	Iteration 47F: 3 clusters Score -1.422152e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (52664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52664 members 
Entering Unmasked Estep 
Score: -11838396.000000 Penalty: 6658.908203
	Iteration 0F: 2 clusters Score -1.18384e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -11801063.000000 Penalty: 13317.816406
	Iteration 0F: 3 clusters Score -1.180106e+07 nChanged 23197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26573 members 
Mstep: Class 2 contains 26091 members 
Entering Unmasked Estep 
Score: -11813513.000000 Penalty: 13317.816406
	Iteration 1F: 3 clusters Score -1.181351e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -11814431.000000 Penalty: 13317.816406
	Iteration 2F: 3 clusters Score -1.181443e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27154 members 
Mstep: Class 2 contains 25510 members 
Entering Unmasked Estep 
Score: -11815124.000000 Penalty: 13317.816406
	Iteration 3Q: 3 clusters Score -1.181512e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -11815805.000000 Penalty: 13317.816406
	Iteration 4Q: 3 clusters Score -1.18158e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28149 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -11816527.000000 Penalty: 13317.816406
	Iteration 5Q: 3 clusters Score -1.181653e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -11817338.000000 Penalty: 13317.816406
	Iteration 6Q: 3 clusters Score -1.181734e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29846 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -11818402.000000 Penalty: 13317.816406
	Iteration 7Q: 3 clusters Score -1.18184e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31038 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -11819835.000000 Penalty: 13317.816406
	Iteration 8Q: 3 clusters Score -1.181984e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32588 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -11821842.000000 Penalty: 13317.816406
	Iteration 9F: 3 clusters Score -1.182184e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34408 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -11824403.000000 Penalty: 13317.816406
	Iteration 10F: 3 clusters Score -1.18244e+07 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36328 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -11827201.000000 Penalty: 13317.816406
	Iteration 11F: 3 clusters Score -1.18272e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38087 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -11829946.000000 Penalty: 13317.816406
	Iteration 12F: 3 clusters Score -1.182995e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39528 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -11832214.000000 Penalty: 13317.816406
	Iteration 13Q: 3 clusters Score -1.183221e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40571 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -11834030.000000 Penalty: 13317.816406
	Iteration 14Q: 3 clusters Score -1.183403e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41332 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -11835175.000000 Penalty: 13317.816406
	Iteration 15Q: 3 clusters Score -1.183518e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41905 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -11835850.000000 Penalty: 13317.816406
	Iteration 16Q: 3 clusters Score -1.183585e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42371 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -11836292.000000 Penalty: 13317.816406
	Iteration 17Q: 3 clusters Score -1.183629e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42774 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -11836650.000000 Penalty: 13317.816406
	Iteration 18Q: 3 clusters Score -1.183665e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43104 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -11836927.000000 Penalty: 13317.816406
	Iteration 19Q: 3 clusters Score -1.183693e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43406 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -11837227.000000 Penalty: 13317.816406
	Iteration 20F: 3 clusters Score -1.183723e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43662 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -11837424.000000 Penalty: 13317.816406
	Iteration 21Q: 3 clusters Score -1.183742e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43878 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -11837544.000000 Penalty: 13317.816406
	Iteration 22Q: 3 clusters Score -1.183754e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44032 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -11837612.000000 Penalty: 13317.816406
	Iteration 23Q: 3 clusters Score -1.183761e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44138 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -11837637.000000 Penalty: 13317.816406
	Iteration 24Q: 3 clusters Score -1.183764e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44220 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -11837647.000000 Penalty: 13317.816406
	Iteration 25Q: 3 clusters Score -1.183765e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44281 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -11837623.000000 Penalty: 13317.816406
	Iteration 26Q: 3 clusters Score -1.183762e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44328 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -11837631.000000 Penalty: 13317.816406
	Iteration 27Q: 3 clusters Score -1.183763e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44367 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -11837632.000000 Penalty: 13317.816406
	Iteration 28Q: 3 clusters Score -1.183763e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44387 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -11837644.000000 Penalty: 13317.816406
	Iteration 29Q: 3 clusters Score -1.183764e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44405 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -11837643.000000 Penalty: 13317.816406
	Iteration 30Q: 3 clusters Score -1.183764e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44421 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -11837645.000000 Penalty: 13317.816406
	Iteration 31Q: 3 clusters Score -1.183764e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44437 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -11837655.000000 Penalty: 13317.816406
	Iteration 32Q: 3 clusters Score -1.183766e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44451 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -11837651.000000 Penalty: 13317.816406
	Iteration 33Q: 3 clusters Score -1.183765e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44466 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -11837661.000000 Penalty: 13317.816406
	Iteration 34Q: 3 clusters Score -1.183766e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44479 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -11837675.000000 Penalty: 13317.816406
	Iteration 35Q: 3 clusters Score -1.183768e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44487 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -11837658.000000 Penalty: 13317.816406
	Iteration 36Q: 3 clusters Score -1.183766e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44496 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -11837657.000000 Penalty: 13317.816406
	Iteration 37Q: 3 clusters Score -1.183766e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44507 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -11837669.000000 Penalty: 13317.816406
	Iteration 38Q: 3 clusters Score -1.183767e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44514 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -11837668.000000 Penalty: 13317.816406
	Iteration 39Q: 3 clusters Score -1.183767e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44517 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -11837663.000000 Penalty: 13317.816406
	Iteration 40F: 3 clusters Score -1.183766e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44520 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -11837661.000000 Penalty: 13317.816406
	Iteration 41Q: 3 clusters Score -1.183766e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44522 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -11837667.000000 Penalty: 13317.816406
	Iteration 42Q: 3 clusters Score -1.183767e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44523 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -11837654.000000 Penalty: 13317.816406
	Iteration 43Q: 3 clusters Score -1.183765e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44524 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -11837656.000000 Penalty: 13317.816406
	Iteration 44Q: 3 clusters Score -1.183766e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44526 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -11837656.000000 Penalty: 13317.816406
	Iteration 45Q: 3 clusters Score -1.183766e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44526 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -11837656.000000 Penalty: 13317.816406
	Iteration 46F: 3 clusters Score -1.183766e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Entering Unmasked Estep 
Score: -229100.531250 Penalty: 4318.730957
	Iteration 0F: 2 clusters Score -229100.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -225031.750000 Penalty: 8637.461914
	Iteration 0F: 3 clusters Score -225031.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -225649.000000 Penalty: 8637.461914
	Iteration 1F: 3 clusters Score -225649 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -226160.234375 Penalty: 8637.461914
	Iteration 2F: 3 clusters Score -226160.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -226753.125000 Penalty: 8637.461914
	Iteration 3F: 3 clusters Score -226753.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -227138.890625 Penalty: 8637.461914
	Iteration 4Q: 3 clusters Score -227138.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -227422.750000 Penalty: 8637.461914
	Iteration 5Q: 3 clusters Score -227422.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -227554.156250 Penalty: 8637.461914
	Iteration 6Q: 3 clusters Score -227554.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -227609.296875 Penalty: 8637.461914
	Iteration 7Q: 3 clusters Score -227609.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -227643.656250 Penalty: 8637.461914
	Iteration 8Q: 3 clusters Score -227643.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -227653.750000 Penalty: 8637.461914
	Iteration 9Q: 3 clusters Score -227653.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -227659.765625 Penalty: 8637.461914
	Iteration 10Q: 3 clusters Score -227659.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -227664.453125 Penalty: 8637.461914
	Iteration 11Q: 3 clusters Score -227664.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -227669.125000 Penalty: 8637.461914
	Iteration 12Q: 3 clusters Score -227669.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -227670.343750 Penalty: 8637.461914
	Iteration 13Q: 3 clusters Score -227670.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -227675.218750 Penalty: 8637.461914
	Iteration 14Q: 3 clusters Score -227675.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -227677.359375 Penalty: 8637.461914
	Iteration 15Q: 3 clusters Score -227677.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -227679.406250 Penalty: 8637.461914
	Iteration 16Q: 3 clusters Score -227679.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -227684.078125 Penalty: 8637.461914
	Iteration 17Q: 3 clusters Score -227684.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -227688.234375 Penalty: 8637.461914
	Iteration 18Q: 3 clusters Score -227688.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -227694.875000 Penalty: 8637.461914
	Iteration 19Q: 3 clusters Score -227694.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -227704.734375 Penalty: 8637.461914
	Iteration 20F: 3 clusters Score -227704.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -227709.281250 Penalty: 8637.461914
	Iteration 21Q: 3 clusters Score -227709.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -227719.984375 Penalty: 8637.461914
	Iteration 22Q: 3 clusters Score -227720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -227723.562500 Penalty: 8637.461914
	Iteration 23Q: 3 clusters Score -227723.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -227729.968750 Penalty: 8637.461914
	Iteration 24Q: 3 clusters Score -227730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -227743.046875 Penalty: 8637.461914
	Iteration 25Q: 3 clusters Score -227743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -227755.343750 Penalty: 8637.461914
	Iteration 26Q: 3 clusters Score -227755.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -227764.062500 Penalty: 8637.461914
	Iteration 27Q: 3 clusters Score -227764.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -227781.281250 Penalty: 8637.461914
	Iteration 28Q: 3 clusters Score -227781.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -227792.296875 Penalty: 8637.461914
	Iteration 29Q: 3 clusters Score -227792.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -227798.250000 Penalty: 8637.461914
	Iteration 30Q: 3 clusters Score -227798.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -227798.250000 Penalty: 8637.461914
	Iteration 31F: 3 clusters Score -227798.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (71736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71736 members 
Entering Unmasked Estep 
Score: -16031321.000000 Penalty: 6848.208008
	Iteration 0F: 2 clusters Score -1.603132e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35760 members 
Mstep: Class 2 contains 35976 members 
Entering Unmasked Estep 
Score: -15981533.000000 Penalty: 13696.416016
	Iteration 0F: 3 clusters Score -1.598153e+07 nChanged 32258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35350 members 
Mstep: Class 2 contains 36386 members 
Entering Unmasked Estep 
Score: -15999133.000000 Penalty: 13696.416016
	Iteration 1F: 3 clusters Score -1.599913e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35285 members 
Mstep: Class 2 contains 36451 members 
Entering Unmasked Estep 
Score: -16000330.000000 Penalty: 13696.416016
	Iteration 2Q: 3 clusters Score -1.600033e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35291 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
Score: -16001233.000000 Penalty: 13696.416016
	Iteration 3Q: 3 clusters Score -1.600123e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35368 members 
Mstep: Class 2 contains 36368 members 
Entering Unmasked Estep 
Score: -16002435.000000 Penalty: 13696.416016
	Iteration 4Q: 3 clusters Score -1.600244e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35608 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -16003697.000000 Penalty: 13696.416016
	Iteration 5Q: 3 clusters Score -1.60037e+07 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36017 members 
Mstep: Class 2 contains 35719 members 
Entering Unmasked Estep 
Score: -16005080.000000 Penalty: 13696.416016
	Iteration 6Q: 3 clusters Score -1.600508e+07 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36663 members 
Mstep: Class 2 contains 35073 members 
Entering Unmasked Estep 
Score: -16006642.000000 Penalty: 13696.416016
	Iteration 7Q: 3 clusters Score -1.600664e+07 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37520 members 
Mstep: Class 2 contains 34216 members 
Entering Unmasked Estep 
Score: -16008252.000000 Penalty: 13696.416016
	Iteration 8Q: 3 clusters Score -1.600825e+07 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38470 members 
Mstep: Class 2 contains 33266 members 
Entering Unmasked Estep 
Score: -16009670.000000 Penalty: 13696.416016
	Iteration 9Q: 3 clusters Score -1.600967e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39512 members 
Mstep: Class 2 contains 32224 members 
Entering Unmasked Estep 
Score: -16010936.000000 Penalty: 13696.416016
	Iteration 10Q: 3 clusters Score -1.601094e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40616 members 
Mstep: Class 2 contains 31120 members 
Entering Unmasked Estep 
Score: -16011870.000000 Penalty: 13696.416016
	Iteration 11Q: 3 clusters Score -1.601187e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41660 members 
Mstep: Class 2 contains 30076 members 
Entering Unmasked Estep 
Score: -16012651.000000 Penalty: 13696.416016
	Iteration 12Q: 3 clusters Score -1.601265e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42674 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -16013241.000000 Penalty: 13696.416016
	Iteration 13Q: 3 clusters Score -1.601324e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43684 members 
Mstep: Class 2 contains 28052 members 
Entering Unmasked Estep 
Score: -16013695.000000 Penalty: 13696.416016
	Iteration 14Q: 3 clusters Score -1.60137e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44714 members 
Mstep: Class 2 contains 27022 members 
Entering Unmasked Estep 
Score: -16014093.000000 Penalty: 13696.416016
	Iteration 15Q: 3 clusters Score -1.601409e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45710 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -16014400.000000 Penalty: 13696.416016
	Iteration 16Q: 3 clusters Score -1.60144e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46697 members 
Mstep: Class 2 contains 25039 members 
Entering Unmasked Estep 
Score: -16014621.000000 Penalty: 13696.416016
	Iteration 17Q: 3 clusters Score -1.601462e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47729 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -16014891.000000 Penalty: 13696.416016
	Iteration 18Q: 3 clusters Score -1.601489e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48798 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -16015133.000000 Penalty: 13696.416016
	Iteration 19Q: 3 clusters Score -1.601513e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49981 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -16015405.000000 Penalty: 13696.416016
	Iteration 20F: 3 clusters Score -1.60154e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51282 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -16015751.000000 Penalty: 13696.416016
	Iteration 21Q: 3 clusters Score -1.601575e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52743 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -16016170.000000 Penalty: 13696.416016
	Iteration 22Q: 3 clusters Score -1.601617e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54350 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -16016773.000000 Penalty: 13696.416016
	Iteration 23Q: 3 clusters Score -1.601677e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56137 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -16017542.000000 Penalty: 13696.416016
	Iteration 24Q: 3 clusters Score -1.601754e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57983 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -16018392.000000 Penalty: 13696.416016
	Iteration 25Q: 3 clusters Score -1.601839e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59897 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -16019370.000000 Penalty: 13696.416016
	Iteration 26Q: 3 clusters Score -1.601937e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61841 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -16020458.000000 Penalty: 13696.416016
	Iteration 27Q: 3 clusters Score -1.602046e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63620 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -16021514.000000 Penalty: 13696.416016
	Iteration 28Q: 3 clusters Score -1.602151e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65191 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -16022466.000000 Penalty: 13696.416016
	Iteration 29Q: 3 clusters Score -1.602247e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66470 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -16023213.000000 Penalty: 13696.416016
	Iteration 30Q: 3 clusters Score -1.602321e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67436 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -16023839.000000 Penalty: 13696.416016
	Iteration 31Q: 3 clusters Score -1.602384e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68163 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -16024375.000000 Penalty: 13696.416016
	Iteration 32Q: 3 clusters Score -1.602438e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68698 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -16024767.000000 Penalty: 13696.416016
	Iteration 33Q: 3 clusters Score -1.602477e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69084 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -16025000.000000 Penalty: 13696.416016
	Iteration 34Q: 3 clusters Score -1.6025e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69349 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -16025162.000000 Penalty: 13696.416016
	Iteration 35Q: 3 clusters Score -1.602516e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69548 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -16025288.000000 Penalty: 13696.416016
	Iteration 36Q: 3 clusters Score -1.602529e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69685 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -16025385.000000 Penalty: 13696.416016
	Iteration 37Q: 3 clusters Score -1.602538e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69780 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -16025427.000000 Penalty: 13696.416016
	Iteration 38Q: 3 clusters Score -1.602543e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69846 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -16025456.000000 Penalty: 13696.416016
	Iteration 39Q: 3 clusters Score -1.602546e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69894 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -16025477.000000 Penalty: 13696.416016
	Iteration 40F: 3 clusters Score -1.602548e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69927 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -16025508.000000 Penalty: 13696.416016
	Iteration 41Q: 3 clusters Score -1.602551e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69952 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -16025533.000000 Penalty: 13696.416016
	Iteration 42Q: 3 clusters Score -1.602553e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69973 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -16025546.000000 Penalty: 13696.416016
	Iteration 43Q: 3 clusters Score -1.602555e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69991 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -16025560.000000 Penalty: 13696.416016
	Iteration 44Q: 3 clusters Score -1.602556e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70012 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -16025559.000000 Penalty: 13696.416016
	Iteration 45Q: 3 clusters Score -1.602556e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70035 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -16025587.000000 Penalty: 13696.416016
	Iteration 46Q: 3 clusters Score -1.602559e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70055 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -16025609.000000 Penalty: 13696.416016
	Iteration 47Q: 3 clusters Score -1.602561e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70068 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -16025624.000000 Penalty: 13696.416016
	Iteration 48Q: 3 clusters Score -1.602562e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70084 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -16025628.000000 Penalty: 13696.416016
	Iteration 49Q: 3 clusters Score -1.602563e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70096 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -16025640.000000 Penalty: 13696.416016
	Iteration 50Q: 3 clusters Score -1.602564e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70114 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -16025659.000000 Penalty: 13696.416016
	Iteration 51Q: 3 clusters Score -1.602566e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70132 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -16025650.000000 Penalty: 13696.416016
	Iteration 52Q: 3 clusters Score -1.602565e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70143 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -16025646.000000 Penalty: 13696.416016
	Iteration 53Q: 3 clusters Score -1.602565e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70160 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -16025668.000000 Penalty: 13696.416016
	Iteration 54Q: 3 clusters Score -1.602567e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70167 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -16025658.000000 Penalty: 13696.416016
	Iteration 55Q: 3 clusters Score -1.602566e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70172 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -16025660.000000 Penalty: 13696.416016
	Iteration 56Q: 3 clusters Score -1.602566e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70174 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -16025668.000000 Penalty: 13696.416016
	Iteration 57Q: 3 clusters Score -1.602567e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70175 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -16025653.000000 Penalty: 13696.416016
	Iteration 58Q: 3 clusters Score -1.602565e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70176 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -16025654.000000 Penalty: 13696.416016
	Iteration 59Q: 3 clusters Score -1.602565e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70176 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -16025676.000000 Penalty: 13696.416016
	Iteration 60F: 3 clusters Score -1.602568e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70179 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -16025676.000000 Penalty: 13696.416016
	Iteration 61Q: 3 clusters Score -1.602568e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70183 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -16025673.000000 Penalty: 13696.416016
	Iteration 62Q: 3 clusters Score -1.602567e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70187 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -16025670.000000 Penalty: 13696.416016
	Iteration 63Q: 3 clusters Score -1.602567e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70191 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -16025689.000000 Penalty: 13696.416016
	Iteration 64Q: 3 clusters Score -1.602569e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70194 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -16025672.000000 Penalty: 13696.416016
	Iteration 65Q: 3 clusters Score -1.602567e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70195 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -16025669.000000 Penalty: 13696.416016
	Iteration 66Q: 3 clusters Score -1.602567e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70197 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -16025682.000000 Penalty: 13696.416016
	Iteration 67Q: 3 clusters Score -1.602568e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70197 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -16025682.000000 Penalty: 13696.416016
	Iteration 68F: 3 clusters Score -1.602568e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (20071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Entering Unmasked Estep 
Score: -4272679.500000 Penalty: 6068.056641
	Iteration 0F: 2 clusters Score -4272680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -4256244.500000 Penalty: 12136.113281
	Iteration 0F: 3 clusters Score -4256244 nChanged 8065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -4261162.000000 Penalty: 12136.113281
	Iteration 1F: 3 clusters Score -4261162 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -4262809.000000 Penalty: 12136.113281
	Iteration 2F: 3 clusters Score -4262809 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -4264933.000000 Penalty: 12136.113281
	Iteration 3F: 3 clusters Score -4264933 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -4267593.500000 Penalty: 12136.113281
	Iteration 4F: 3 clusters Score -4267594 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -4270090.000000 Penalty: 12136.113281
	Iteration 5F: 3 clusters Score -4270090 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -4271798.000000 Penalty: 12136.113281
	Iteration 6F: 3 clusters Score -4271798 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -4272501.500000 Penalty: 12136.113281
	Iteration 7Q: 3 clusters Score -4272502 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -4272769.500000 Penalty: 12136.113281
	Iteration 8Q: 3 clusters Score -4272770 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -4272871.000000 Penalty: 12136.113281
	Iteration 9Q: 3 clusters Score -4272871 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -4272921.000000 Penalty: 12136.113281
	Iteration 10Q: 3 clusters Score -4272921 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -4272944.000000 Penalty: 12136.113281
	Iteration 11Q: 3 clusters Score -4272944 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -4272946.500000 Penalty: 12136.113281
	Iteration 12Q: 3 clusters Score -4272946 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -4272950.000000 Penalty: 12136.113281
	Iteration 13Q: 3 clusters Score -4272950 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -4272955.000000 Penalty: 12136.113281
	Iteration 14Q: 3 clusters Score -4272955 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -4272958.500000 Penalty: 12136.113281
	Iteration 15Q: 3 clusters Score -4272958 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -4272963.500000 Penalty: 12136.113281
	Iteration 16Q: 3 clusters Score -4272964 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -4272969.000000 Penalty: 12136.113281
	Iteration 17Q: 3 clusters Score -4272969 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -4272977.500000 Penalty: 12136.113281
	Iteration 18Q: 3 clusters Score -4272978 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -4272990.500000 Penalty: 12136.113281
	Iteration 19Q: 3 clusters Score -4272990 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -4273002.000000 Penalty: 12136.113281
	Iteration 20F: 3 clusters Score -4273002 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -4273012.500000 Penalty: 12136.113281
	Iteration 21Q: 3 clusters Score -4273012 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -4273029.000000 Penalty: 12136.113281
	Iteration 22Q: 3 clusters Score -4273029 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -4273041.500000 Penalty: 12136.113281
	Iteration 23Q: 3 clusters Score -4273042 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -4273051.000000 Penalty: 12136.113281
	Iteration 24Q: 3 clusters Score -4273051 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -4273063.000000 Penalty: 12136.113281
	Iteration 25Q: 3 clusters Score -4273063 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -4273064.000000 Penalty: 12136.113281
	Iteration 26Q: 3 clusters Score -4273064 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -4273072.500000 Penalty: 12136.113281
	Iteration 27Q: 3 clusters Score -4273072 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -4273074.500000 Penalty: 12136.113281
	Iteration 28Q: 3 clusters Score -4273074 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -4273074.000000 Penalty: 12136.113281
	Iteration 29Q: 3 clusters Score -4273074 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -4273093.500000 Penalty: 12136.113281
	Iteration 30Q: 3 clusters Score -4273094 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -4273099.000000 Penalty: 12136.113281
	Iteration 31Q: 3 clusters Score -4273099 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -4273106.500000 Penalty: 12136.113281
	Iteration 32Q: 3 clusters Score -4273106 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -4273104.000000 Penalty: 12136.113281
	Iteration 33Q: 3 clusters Score -4273104 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -4273119.000000 Penalty: 12136.113281
	Iteration 34Q: 3 clusters Score -4273119 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -4273120.000000 Penalty: 12136.113281
	Iteration 35Q: 3 clusters Score -4273120 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -4273119.000000 Penalty: 12136.113281
	Iteration 36Q: 3 clusters Score -4273119 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -4273136.000000 Penalty: 12136.113281
	Iteration 37Q: 3 clusters Score -4273136 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -4273132.500000 Penalty: 12136.113281
	Iteration 38Q: 3 clusters Score -4273132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -4273139.000000 Penalty: 12136.113281
	Iteration 39Q: 3 clusters Score -4273139 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -4273154.500000 Penalty: 12136.113281
	Iteration 40F: 3 clusters Score -4273154 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -4273154.500000 Penalty: 12136.113281
	Iteration 41Q: 3 clusters Score -4273154 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -4273154.000000 Penalty: 12136.113281
	Iteration 42Q: 3 clusters Score -4273154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -4273165.500000 Penalty: 12136.113281
	Iteration 43Q: 3 clusters Score -4273166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -4273159.500000 Penalty: 12136.113281
	Iteration 44Q: 3 clusters Score -4273160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -4273156.000000 Penalty: 12136.113281
	Iteration 45Q: 3 clusters Score -4273156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -4273164.000000 Penalty: 12136.113281
	Iteration 46Q: 3 clusters Score -4273164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -4273165.000000 Penalty: 12136.113281
	Iteration 47Q: 3 clusters Score -4273165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -4273161.000000 Penalty: 12136.113281
	Iteration 48Q: 3 clusters Score -4273161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -4273161.500000 Penalty: 12136.113281
	Iteration 49Q: 3 clusters Score -4273162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -4273161.500000 Penalty: 12136.113281
	Iteration 50F: 3 clusters Score -4273162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18119 members 
Mstep: Class 3 contains 18185 members 
Mstep: Class 4 contains 63370 members 
Mstep: Class 5 contains 52664 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71736 members 
Mstep: Class 8 contains 10074 members 
Mstep: Class 9 contains 36299 members 
Mstep: Class 10 contains 32893 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 6000 members 
Mstep: Class 13 contains 966 members 
Mstep: Class 14 contains 67480 members 
Mstep: Class 15 contains 1277 members 
Mstep: Class 16 contains 48354 members 
Mstep: Class 17 contains 12049 members 
Mstep: Class 18 contains 28330 members 
Mstep: Class 19 contains 28825 members 
Mstep: Class 20 contains 4175 members 
Mstep: Class 21 contains 145048 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2090 members 
Mstep: Class 24 contains 34130 members 
Mstep: Class 25 contains 20494 members 
Mstep: Class 26 contains 1121 members 
Mstep: Class 27 contains 9997 members 
Entering Unmasked Estep 
Score: -157292160.000000 Penalty: 222986.234375
Splitting cluster 8 changes total score from -157293456.000000 to -157292160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (36299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36299 members 
Entering Unmasked Estep 
Score: -8219498.500000 Penalty: 6430.971191
	Iteration 0F: 2 clusters Score -8219498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -8192600.500000 Penalty: 12861.942383
	Iteration 0F: 3 clusters Score -8192600 nChanged 15592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -8200707.500000 Penalty: 12861.942383
	Iteration 1F: 3 clusters Score -8200708 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -8201514.500000 Penalty: 12861.942383
	Iteration 2F: 3 clusters Score -8201514 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -8202185.000000 Penalty: 12861.942383
	Iteration 3Q: 3 clusters Score -8202185 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -8202646.500000 Penalty: 12861.942383
	Iteration 4Q: 3 clusters Score -8202646 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -8203045.500000 Penalty: 12861.942383
	Iteration 5Q: 3 clusters Score -8203046 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -8203448.500000 Penalty: 12861.942383
	Iteration 6Q: 3 clusters Score -8203448 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -8203803.000000 Penalty: 12861.942383
	Iteration 7Q: 3 clusters Score -8203803 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -8204206.500000 Penalty: 12861.942383
	Iteration 8Q: 3 clusters Score -8204206 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -8204679.000000 Penalty: 12861.942383
	Iteration 9Q: 3 clusters Score -8204679 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 24251 members 
Entering Unmasked Estep 
Score: -8205261.500000 Penalty: 12861.942383
	Iteration 10Q: 3 clusters Score -8205262 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 25536 members 
Entering Unmasked Estep 
Score: -8205999.500000 Penalty: 12861.942383
	Iteration 11Q: 3 clusters Score -8206000 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 27059 members 
Entering Unmasked Estep 
Score: -8207049.500000 Penalty: 12861.942383
	Iteration 12Q: 3 clusters Score -8207050 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 28724 members 
Entering Unmasked Estep 
Score: -8208327.500000 Penalty: 12861.942383
	Iteration 13Q: 3 clusters Score -8208328 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 30371 members 
Entering Unmasked Estep 
Score: -8209686.500000 Penalty: 12861.942383
	Iteration 14Q: 3 clusters Score -8209686 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 31822 members 
Entering Unmasked Estep 
Score: -8210934.000000 Penalty: 12861.942383
	Iteration 15Q: 3 clusters Score -8210934 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 32956 members 
Entering Unmasked Estep 
Score: -8211872.500000 Penalty: 12861.942383
	Iteration 16Q: 3 clusters Score -8211872 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 33764 members 
Entering Unmasked Estep 
Score: -8212605.500000 Penalty: 12861.942383
	Iteration 17Q: 3 clusters Score -8212606 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 34269 members 
Entering Unmasked Estep 
Score: -8213060.000000 Penalty: 12861.942383
	Iteration 18Q: 3 clusters Score -8213060 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -8213328.500000 Penalty: 12861.942383
	Iteration 19Q: 3 clusters Score -8213328 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 34784 members 
Entering Unmasked Estep 
Score: -8213527.000000 Penalty: 12861.942383
	Iteration 20F: 3 clusters Score -8213527 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 34932 members 
Entering Unmasked Estep 
Score: -8213641.500000 Penalty: 12861.942383
	Iteration 21Q: 3 clusters Score -8213642 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 35021 members 
Entering Unmasked Estep 
Score: -8213723.000000 Penalty: 12861.942383
	Iteration 22Q: 3 clusters Score -8213723 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 35084 members 
Entering Unmasked Estep 
Score: -8213782.500000 Penalty: 12861.942383
	Iteration 23Q: 3 clusters Score -8213782 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 35125 members 
Entering Unmasked Estep 
Score: -8213835.500000 Penalty: 12861.942383
	Iteration 24Q: 3 clusters Score -8213836 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 35156 members 
Entering Unmasked Estep 
Score: -8213854.500000 Penalty: 12861.942383
	Iteration 25Q: 3 clusters Score -8213854 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 35187 members 
Entering Unmasked Estep 
Score: -8213889.000000 Penalty: 12861.942383
	Iteration 26Q: 3 clusters Score -8213889 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 35218 members 
Entering Unmasked Estep 
Score: -8213931.500000 Penalty: 12861.942383
	Iteration 27Q: 3 clusters Score -8213932 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 35240 members 
Entering Unmasked Estep 
Score: -8213962.000000 Penalty: 12861.942383
	Iteration 28Q: 3 clusters Score -8213962 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 35260 members 
Entering Unmasked Estep 
Score: -8213965.500000 Penalty: 12861.942383
	Iteration 29Q: 3 clusters Score -8213966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 35270 members 
Entering Unmasked Estep 
Score: -8213989.500000 Penalty: 12861.942383
	Iteration 30Q: 3 clusters Score -8213990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 35286 members 
Entering Unmasked Estep 
Score: -8214011.500000 Penalty: 12861.942383
	Iteration 31Q: 3 clusters Score -8214012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 35299 members 
Entering Unmasked Estep 
Score: -8214026.000000 Penalty: 12861.942383
	Iteration 32Q: 3 clusters Score -8214026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 35309 members 
Entering Unmasked Estep 
Score: -8214046.000000 Penalty: 12861.942383
	Iteration 33Q: 3 clusters Score -8214046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 35311 members 
Entering Unmasked Estep 
Score: -8214057.000000 Penalty: 12861.942383
	Iteration 34Q: 3 clusters Score -8214057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 35315 members 
Entering Unmasked Estep 
Score: -8214054.500000 Penalty: 12861.942383
	Iteration 35Q: 3 clusters Score -8214054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 35317 members 
Entering Unmasked Estep 
Score: -8214062.500000 Penalty: 12861.942383
	Iteration 36Q: 3 clusters Score -8214062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 35318 members 
Entering Unmasked Estep 
Score: -8214071.000000 Penalty: 12861.942383
	Iteration 37Q: 3 clusters Score -8214071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 35321 members 
Entering Unmasked Estep 
Score: -8214063.000000 Penalty: 12861.942383
	Iteration 38Q: 3 clusters Score -8214063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 35320 members 
Entering Unmasked Estep 
Score: -8214069.000000 Penalty: 12861.942383
	Iteration 39Q: 3 clusters Score -8214069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 35323 members 
Entering Unmasked Estep 
Score: -8214080.500000 Penalty: 12861.942383
	Iteration 40F: 3 clusters Score -8214080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 35324 members 
Entering Unmasked Estep 
Score: -8214078.500000 Penalty: 12861.942383
	Iteration 41Q: 3 clusters Score -8214078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 35325 members 
Entering Unmasked Estep 
Score: -8214076.000000 Penalty: 12861.942383
	Iteration 42Q: 3 clusters Score -8214076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 35326 members 
Entering Unmasked Estep 
Score: -8214083.000000 Penalty: 12861.942383
	Iteration 43Q: 3 clusters Score -8214083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 35328 members 
Entering Unmasked Estep 
Score: -8214086.000000 Penalty: 12861.942383
	Iteration 44Q: 3 clusters Score -8214086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 35329 members 
Entering Unmasked Estep 
Score: -8214079.500000 Penalty: 12861.942383
	Iteration 45Q: 3 clusters Score -8214080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 35329 members 
Entering Unmasked Estep 
Score: -8214079.500000 Penalty: 12861.942383
	Iteration 46F: 3 clusters Score -8214080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (32893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32893 members 
Entering Unmasked Estep 
Score: -7019679.500000 Penalty: 6370.622070
	Iteration 0F: 2 clusters Score -7019680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -6994954.500000 Penalty: 12741.244141
	Iteration 0F: 3 clusters Score -6994954 nChanged 13967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -7002590.500000 Penalty: 12741.244141
	Iteration 1F: 3 clusters Score -7002590 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -7003747.500000 Penalty: 12741.244141
	Iteration 2F: 3 clusters Score -7003748 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -7004900.000000 Penalty: 12741.244141
	Iteration 3F: 3 clusters Score -7004900 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -7006267.500000 Penalty: 12741.244141
	Iteration 4F: 3 clusters Score -7006268 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -7007906.000000 Penalty: 12741.244141
	Iteration 5F: 3 clusters Score -7007906 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -7009513.000000 Penalty: 12741.244141
	Iteration 6F: 3 clusters Score -7009513 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -7011067.000000 Penalty: 12741.244141
	Iteration 7F: 3 clusters Score -7011067 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -7012446.000000 Penalty: 12741.244141
	Iteration 8F: 3 clusters Score -7012446 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -7013518.000000 Penalty: 12741.244141
	Iteration 9Q: 3 clusters Score -7013518 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -7014173.500000 Penalty: 12741.244141
	Iteration 10Q: 3 clusters Score -7014174 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -7014631.500000 Penalty: 12741.244141
	Iteration 11Q: 3 clusters Score -7014632 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -7014884.500000 Penalty: 12741.244141
	Iteration 12Q: 3 clusters Score -7014884 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -7015044.500000 Penalty: 12741.244141
	Iteration 13Q: 3 clusters Score -7015044 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -7015182.000000 Penalty: 12741.244141
	Iteration 14Q: 3 clusters Score -7015182 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -7015230.500000 Penalty: 12741.244141
	Iteration 15Q: 3 clusters Score -7015230 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -7015259.500000 Penalty: 12741.244141
	Iteration 16Q: 3 clusters Score -7015260 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -7015292.500000 Penalty: 12741.244141
	Iteration 17Q: 3 clusters Score -7015292 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -7015308.500000 Penalty: 12741.244141
	Iteration 18Q: 3 clusters Score -7015308 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -7015309.000000 Penalty: 12741.244141
	Iteration 19Q: 3 clusters Score -7015309 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -7015310.500000 Penalty: 12741.244141
	Iteration 20F: 3 clusters Score -7015310 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -7015305.000000 Penalty: 12741.244141
	Iteration 21Q: 3 clusters Score -7015305 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -7015321.500000 Penalty: 12741.244141
	Iteration 22Q: 3 clusters Score -7015322 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -7015319.500000 Penalty: 12741.244141
	Iteration 23Q: 3 clusters Score -7015320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -7015326.500000 Penalty: 12741.244141
	Iteration 24Q: 3 clusters Score -7015326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -7015328.000000 Penalty: 12741.244141
	Iteration 25Q: 3 clusters Score -7015328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -7015318.500000 Penalty: 12741.244141
	Iteration 26Q: 3 clusters Score -7015318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -7015324.500000 Penalty: 12741.244141
	Iteration 27Q: 3 clusters Score -7015324 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -7015332.000000 Penalty: 12741.244141
	Iteration 28Q: 3 clusters Score -7015332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -7015335.000000 Penalty: 12741.244141
	Iteration 29Q: 3 clusters Score -7015335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -7015335.500000 Penalty: 12741.244141
	Iteration 30Q: 3 clusters Score -7015336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -7015339.000000 Penalty: 12741.244141
	Iteration 31Q: 3 clusters Score -7015339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -7015330.000000 Penalty: 12741.244141
	Iteration 32Q: 3 clusters Score -7015330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -7015327.000000 Penalty: 12741.244141
	Iteration 33Q: 3 clusters Score -7015327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -7015331.500000 Penalty: 12741.244141
	Iteration 34Q: 3 clusters Score -7015332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -7015334.500000 Penalty: 12741.244141
	Iteration 35Q: 3 clusters Score -7015334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -7015327.000000 Penalty: 12741.244141
	Iteration 36Q: 3 clusters Score -7015327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -7015328.500000 Penalty: 12741.244141
	Iteration 37Q: 3 clusters Score -7015328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -7015321.500000 Penalty: 12741.244141
	Iteration 38Q: 3 clusters Score -7015322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -7015336.000000 Penalty: 12741.244141
	Iteration 39Q: 3 clusters Score -7015336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -7015327.500000 Penalty: 12741.244141
	Iteration 40F: 3 clusters Score -7015328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -7015335.500000 Penalty: 12741.244141
	Iteration 41Q: 3 clusters Score -7015336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -7015341.500000 Penalty: 12741.244141
	Iteration 42Q: 3 clusters Score -7015342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -7015335.500000 Penalty: 12741.244141
	Iteration 43Q: 3 clusters Score -7015336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -7015335.500000 Penalty: 12741.244141
	Iteration 44F: 3 clusters Score -7015336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Entering Unmasked Estep 
Score: -244930.531250 Penalty: 4307.482422
	Iteration 0F: 2 clusters Score -244930.5 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 565 members 
Entering Unmasked Estep 
Score: -240690.000000 Penalty: 8614.964844
	Iteration 0F: 3 clusters Score -240690 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -241104.890625 Penalty: 8614.964844
	Iteration 1F: 3 clusters Score -241104.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -241295.859375 Penalty: 8614.964844
	Iteration 2Q: 3 clusters Score -241295.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -241382.437500 Penalty: 8614.964844
	Iteration 3Q: 3 clusters Score -241382.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -241460.437500 Penalty: 8614.964844
	Iteration 4Q: 3 clusters Score -241460.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -241521.437500 Penalty: 8614.964844
	Iteration 5Q: 3 clusters Score -241521.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -241587.062500 Penalty: 8614.964844
	Iteration 6Q: 3 clusters Score -241587.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -241609.031250 Penalty: 8614.964844
	Iteration 7Q: 3 clusters Score -241609 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -241627.453125 Penalty: 8614.964844
	Iteration 8Q: 3 clusters Score -241627.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -241636.375000 Penalty: 8614.964844
	Iteration 9Q: 3 clusters Score -241636.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -241642.625000 Penalty: 8614.964844
	Iteration 10Q: 3 clusters Score -241642.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -241655.062500 Penalty: 8614.964844
	Iteration 11Q: 3 clusters Score -241655.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -241667.703125 Penalty: 8614.964844
	Iteration 12Q: 3 clusters Score -241667.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -241676.265625 Penalty: 8614.964844
	Iteration 13Q: 3 clusters Score -241676.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -241686.890625 Penalty: 8614.964844
	Iteration 14Q: 3 clusters Score -241686.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -241738.296875 Penalty: 8614.964844
	Iteration 15Q: 3 clusters Score -241738.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -241815.656250 Penalty: 8614.964844
	Iteration 16Q: 3 clusters Score -241815.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -241992.250000 Penalty: 8614.964844
	Iteration 17Q: 3 clusters Score -241992.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -242119.859375 Penalty: 8614.964844
	Iteration 18Q: 3 clusters Score -242119.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -242175.640625 Penalty: 8614.964844
	Iteration 19Q: 3 clusters Score -242175.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -242208.421875 Penalty: 8614.964844
	Iteration 20F: 3 clusters Score -242208.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -242228.500000 Penalty: 8614.964844
	Iteration 21Q: 3 clusters Score -242228.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -242248.187500 Penalty: 8614.964844
	Iteration 22Q: 3 clusters Score -242248.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -242263.640625 Penalty: 8614.964844
	Iteration 23Q: 3 clusters Score -242263.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -242279.140625 Penalty: 8614.964844
	Iteration 24Q: 3 clusters Score -242279.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -242291.312500 Penalty: 8614.964844
	Iteration 25Q: 3 clusters Score -242291.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -242296.765625 Penalty: 8614.964844
	Iteration 26Q: 3 clusters Score -242296.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -242302.046875 Penalty: 8614.964844
	Iteration 27Q: 3 clusters Score -242302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -242306.734375 Penalty: 8614.964844
	Iteration 28Q: 3 clusters Score -242306.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -242308.796875 Penalty: 8614.964844
	Iteration 29Q: 3 clusters Score -242308.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -242308.796875 Penalty: 8614.964844
	Iteration 30F: 3 clusters Score -242308.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Entering Unmasked Estep 
Score: -1284469.750000 Penalty: 5328.452637
	Iteration 0F: 2 clusters Score -1284470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1276714.125000 Penalty: 10656.905273
	Iteration 0F: 3 clusters Score -1276714 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1278110.500000 Penalty: 10656.905273
	Iteration 1F: 3 clusters Score -1278110 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1278584.875000 Penalty: 10656.905273
	Iteration 2F: 3 clusters Score -1278585 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1278971.500000 Penalty: 10656.905273
	Iteration 3F: 3 clusters Score -1278972 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1279302.000000 Penalty: 10656.905273
	Iteration 4Q: 3 clusters Score -1279302 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1279548.500000 Penalty: 10656.905273
	Iteration 5Q: 3 clusters Score -1279548 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1279793.250000 Penalty: 10656.905273
	Iteration 6Q: 3 clusters Score -1279793 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1279994.250000 Penalty: 10656.905273
	Iteration 7Q: 3 clusters Score -1279994 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1280182.000000 Penalty: 10656.905273
	Iteration 8Q: 3 clusters Score -1280182 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1280356.375000 Penalty: 10656.905273
	Iteration 9Q: 3 clusters Score -1280356 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1280517.125000 Penalty: 10656.905273
	Iteration 10Q: 3 clusters Score -1280517 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1280669.000000 Penalty: 10656.905273
	Iteration 11Q: 3 clusters Score -1280669 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1280796.000000 Penalty: 10656.905273
	Iteration 12Q: 3 clusters Score -1280796 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1280907.750000 Penalty: 10656.905273
	Iteration 13Q: 3 clusters Score -1280908 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1280993.750000 Penalty: 10656.905273
	Iteration 14Q: 3 clusters Score -1280994 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1281066.500000 Penalty: 10656.905273
	Iteration 15Q: 3 clusters Score -1281066 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1281135.125000 Penalty: 10656.905273
	Iteration 16Q: 3 clusters Score -1281135 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1281204.625000 Penalty: 10656.905273
	Iteration 17Q: 3 clusters Score -1281205 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1281271.625000 Penalty: 10656.905273
	Iteration 18Q: 3 clusters Score -1281272 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1281321.250000 Penalty: 10656.905273
	Iteration 19Q: 3 clusters Score -1281321 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1281360.875000 Penalty: 10656.905273
	Iteration 20F: 3 clusters Score -1281361 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1281385.250000 Penalty: 10656.905273
	Iteration 21Q: 3 clusters Score -1281385 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1281413.625000 Penalty: 10656.905273
	Iteration 22Q: 3 clusters Score -1281414 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1281430.375000 Penalty: 10656.905273
	Iteration 23Q: 3 clusters Score -1281430 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1281442.500000 Penalty: 10656.905273
	Iteration 24Q: 3 clusters Score -1281442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1281449.500000 Penalty: 10656.905273
	Iteration 25Q: 3 clusters Score -1281450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1281455.500000 Penalty: 10656.905273
	Iteration 26Q: 3 clusters Score -1281456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1281463.500000 Penalty: 10656.905273
	Iteration 27Q: 3 clusters Score -1281464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1281469.250000 Penalty: 10656.905273
	Iteration 28Q: 3 clusters Score -1281469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1281471.625000 Penalty: 10656.905273
	Iteration 29Q: 3 clusters Score -1281472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1281476.625000 Penalty: 10656.905273
	Iteration 30Q: 3 clusters Score -1281477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1281477.375000 Penalty: 10656.905273
	Iteration 31Q: 3 clusters Score -1281477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1281477.875000 Penalty: 10656.905273
	Iteration 32Q: 3 clusters Score -1281478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1281477.875000 Penalty: 10656.905273
	Iteration 33Q: 3 clusters Score -1281478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1281478.875000 Penalty: 10656.905273
	Iteration 34Q: 3 clusters Score -1281479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1281481.625000 Penalty: 10656.905273
	Iteration 35Q: 3 clusters Score -1281482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1281487.875000 Penalty: 10656.905273
	Iteration 36Q: 3 clusters Score -1281488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1281489.250000 Penalty: 10656.905273
	Iteration 37Q: 3 clusters Score -1281489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1281491.000000 Penalty: 10656.905273
	Iteration 38Q: 3 clusters Score -1281491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1281491.000000 Penalty: 10656.905273
	Iteration 39Q: 3 clusters Score -1281491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1281494.375000 Penalty: 10656.905273
	Iteration 40F: 3 clusters Score -1281494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1281500.250000 Penalty: 10656.905273
	Iteration 41Q: 3 clusters Score -1281500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1281501.625000 Penalty: 10656.905273
	Iteration 42Q: 3 clusters Score -1281502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1281502.750000 Penalty: 10656.905273
	Iteration 43Q: 3 clusters Score -1281503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1281504.625000 Penalty: 10656.905273
	Iteration 44Q: 3 clusters Score -1281505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1281504.375000 Penalty: 10656.905273
	Iteration 45Q: 3 clusters Score -1281504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1281507.625000 Penalty: 10656.905273
	Iteration 46Q: 3 clusters Score -1281508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1281507.250000 Penalty: 10656.905273
	Iteration 47Q: 3 clusters Score -1281507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1281508.500000 Penalty: 10656.905273
	Iteration 48Q: 3 clusters Score -1281508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1281509.750000 Penalty: 10656.905273
	Iteration 49Q: 3 clusters Score -1281510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1281515.125000 Penalty: 10656.905273
	Iteration 50Q: 3 clusters Score -1281515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1281517.000000 Penalty: 10656.905273
	Iteration 51Q: 3 clusters Score -1281517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1281517.875000 Penalty: 10656.905273
	Iteration 52Q: 3 clusters Score -1281518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1281520.000000 Penalty: 10656.905273
	Iteration 53Q: 3 clusters Score -1281520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1281518.500000 Penalty: 10656.905273
	Iteration 54Q: 3 clusters Score -1281518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1281522.250000 Penalty: 10656.905273
	Iteration 55Q: 3 clusters Score -1281522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1281522.250000 Penalty: 10656.905273
	Iteration 56F: 3 clusters Score -1281522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Entering Unmasked Estep 
Score: -186098.187500 Penalty: 4209.812988
	Iteration 0F: 2 clusters Score -186098.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -182294.093750 Penalty: 8419.625977
	Iteration 0F: 3 clusters Score -182294.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -182804.453125 Penalty: 8419.625977
	Iteration 1F: 3 clusters Score -182804.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -183060.687500 Penalty: 8419.625977
	Iteration 2F: 3 clusters Score -183060.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -183237.359375 Penalty: 8419.625977
	Iteration 3Q: 3 clusters Score -183237.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -183338.843750 Penalty: 8419.625977
	Iteration 4Q: 3 clusters Score -183338.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -183391.171875 Penalty: 8419.625977
	Iteration 5Q: 3 clusters Score -183391.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -183429.484375 Penalty: 8419.625977
	Iteration 6Q: 3 clusters Score -183429.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -183451.937500 Penalty: 8419.625977
	Iteration 7Q: 3 clusters Score -183451.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -183463.640625 Penalty: 8419.625977
	Iteration 8Q: 3 clusters Score -183463.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -183471.921875 Penalty: 8419.625977
	Iteration 9Q: 3 clusters Score -183471.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -183473.531250 Penalty: 8419.625977
	Iteration 10Q: 3 clusters Score -183473.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -183473.531250 Penalty: 8419.625977
	Iteration 11F: 3 clusters Score -183473.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (67480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67480 members 
Entering Unmasked Estep 
Score: -15090465.000000 Penalty: 6810.747070
	Iteration 0F: 2 clusters Score -1.509046e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33536 members 
Mstep: Class 2 contains 33944 members 
Entering Unmasked Estep 
Score: -15043600.000000 Penalty: 13621.494141
	Iteration 0F: 3 clusters Score -1.50436e+07 nChanged 30078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32232 members 
Mstep: Class 2 contains 35248 members 
Entering Unmasked Estep 
Score: -15059820.000000 Penalty: 13621.494141
	Iteration 1F: 3 clusters Score -1.505982e+07 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31313 members 
Mstep: Class 2 contains 36167 members 
Entering Unmasked Estep 
Score: -15060909.000000 Penalty: 13621.494141
	Iteration 2Q: 3 clusters Score -1.506091e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30025 members 
Mstep: Class 2 contains 37455 members 
Entering Unmasked Estep 
Score: -15061994.000000 Penalty: 13621.494141
	Iteration 3Q: 3 clusters Score -1.506199e+07 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28297 members 
Mstep: Class 2 contains 39183 members 
Entering Unmasked Estep 
Score: -15063329.000000 Penalty: 13621.494141
	Iteration 4Q: 3 clusters Score -1.506333e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 41522 members 
Entering Unmasked Estep 
Score: -15065007.000000 Penalty: 13621.494141
	Iteration 5Q: 3 clusters Score -1.506501e+07 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 44631 members 
Entering Unmasked Estep 
Score: -15067492.000000 Penalty: 13621.494141
	Iteration 6F: 3 clusters Score -1.506749e+07 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 48438 members 
Entering Unmasked Estep 
Score: -15070958.000000 Penalty: 13621.494141
	Iteration 7F: 3 clusters Score -1.507096e+07 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 52501 members 
Entering Unmasked Estep 
Score: -15074641.000000 Penalty: 13621.494141
	Iteration 8F: 3 clusters Score -1.507464e+07 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 56073 members 
Entering Unmasked Estep 
Score: -15077768.000000 Penalty: 13621.494141
	Iteration 9F: 3 clusters Score -1.507777e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 58833 members 
Entering Unmasked Estep 
Score: -15079888.000000 Penalty: 13621.494141
	Iteration 10Q: 3 clusters Score -1.507989e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 60899 members 
Entering Unmasked Estep 
Score: -15081436.000000 Penalty: 13621.494141
	Iteration 11Q: 3 clusters Score -1.508144e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 62402 members 
Entering Unmasked Estep 
Score: -15082492.000000 Penalty: 13621.494141
	Iteration 12Q: 3 clusters Score -1.508249e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 63422 members 
Entering Unmasked Estep 
Score: -15083217.000000 Penalty: 13621.494141
	Iteration 13Q: 3 clusters Score -1.508322e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 64155 members 
Entering Unmasked Estep 
Score: -15083742.000000 Penalty: 13621.494141
	Iteration 14Q: 3 clusters Score -1.508374e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 64675 members 
Entering Unmasked Estep 
Score: -15084090.000000 Penalty: 13621.494141
	Iteration 15Q: 3 clusters Score -1.508409e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 65046 members 
Entering Unmasked Estep 
Score: -15084324.000000 Penalty: 13621.494141
	Iteration 16Q: 3 clusters Score -1.508432e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 65296 members 
Entering Unmasked Estep 
Score: -15084478.000000 Penalty: 13621.494141
	Iteration 17Q: 3 clusters Score -1.508448e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 65468 members 
Entering Unmasked Estep 
Score: -15084590.000000 Penalty: 13621.494141
	Iteration 18Q: 3 clusters Score -1.508459e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 65583 members 
Entering Unmasked Estep 
Score: -15084662.000000 Penalty: 13621.494141
	Iteration 19Q: 3 clusters Score -1.508466e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 65669 members 
Entering Unmasked Estep 
Score: -15084727.000000 Penalty: 13621.494141
	Iteration 20F: 3 clusters Score -1.508473e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 65729 members 
Entering Unmasked Estep 
Score: -15084781.000000 Penalty: 13621.494141
	Iteration 21Q: 3 clusters Score -1.508478e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 65783 members 
Entering Unmasked Estep 
Score: -15084806.000000 Penalty: 13621.494141
	Iteration 22Q: 3 clusters Score -1.508481e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 65819 members 
Entering Unmasked Estep 
Score: -15084849.000000 Penalty: 13621.494141
	Iteration 23Q: 3 clusters Score -1.508485e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 65853 members 
Entering Unmasked Estep 
Score: -15084877.000000 Penalty: 13621.494141
	Iteration 24Q: 3 clusters Score -1.508488e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 65879 members 
Entering Unmasked Estep 
Score: -15084896.000000 Penalty: 13621.494141
	Iteration 25Q: 3 clusters Score -1.50849e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 65905 members 
Entering Unmasked Estep 
Score: -15084902.000000 Penalty: 13621.494141
	Iteration 26Q: 3 clusters Score -1.50849e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 65931 members 
Entering Unmasked Estep 
Score: -15084935.000000 Penalty: 13621.494141
	Iteration 27Q: 3 clusters Score -1.508494e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 65951 members 
Entering Unmasked Estep 
Score: -15084960.000000 Penalty: 13621.494141
	Iteration 28Q: 3 clusters Score -1.508496e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 65973 members 
Entering Unmasked Estep 
Score: -15084992.000000 Penalty: 13621.494141
	Iteration 29Q: 3 clusters Score -1.508499e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 65988 members 
Entering Unmasked Estep 
Score: -15085012.000000 Penalty: 13621.494141
	Iteration 30Q: 3 clusters Score -1.508501e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 66003 members 
Entering Unmasked Estep 
Score: -15085024.000000 Penalty: 13621.494141
	Iteration 31Q: 3 clusters Score -1.508502e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 66016 members 
Entering Unmasked Estep 
Score: -15085046.000000 Penalty: 13621.494141
	Iteration 32Q: 3 clusters Score -1.508505e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 66030 members 
Entering Unmasked Estep 
Score: -15085045.000000 Penalty: 13621.494141
	Iteration 33Q: 3 clusters Score -1.508504e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 66038 members 
Entering Unmasked Estep 
Score: -15085052.000000 Penalty: 13621.494141
	Iteration 34Q: 3 clusters Score -1.508505e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 66039 members 
Entering Unmasked Estep 
Score: -15085040.000000 Penalty: 13621.494141
	Iteration 35Q: 3 clusters Score -1.508504e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 66044 members 
Entering Unmasked Estep 
Score: -15085055.000000 Penalty: 13621.494141
	Iteration 36Q: 3 clusters Score -1.508506e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 66045 members 
Entering Unmasked Estep 
Score: -15085059.000000 Penalty: 13621.494141
	Iteration 37Q: 3 clusters Score -1.508506e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 66048 members 
Entering Unmasked Estep 
Score: -15085067.000000 Penalty: 13621.494141
	Iteration 38Q: 3 clusters Score -1.508507e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 66054 members 
Entering Unmasked Estep 
Score: -15085056.000000 Penalty: 13621.494141
	Iteration 39Q: 3 clusters Score -1.508506e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 66054 members 
Entering Unmasked Estep 
Score: -15085057.000000 Penalty: 13621.494141
	Iteration 40F: 3 clusters Score -1.508506e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 66054 members 
Entering Unmasked Estep 
Score: -15085052.000000 Penalty: 13621.494141
	Iteration 41Q: 3 clusters Score -1.508505e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 66058 members 
Entering Unmasked Estep 
Score: -15085057.000000 Penalty: 13621.494141
	Iteration 42Q: 3 clusters Score -1.508506e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 66061 members 
Entering Unmasked Estep 
Score: -15085069.000000 Penalty: 13621.494141
	Iteration 43Q: 3 clusters Score -1.508507e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 66064 members 
Entering Unmasked Estep 
Score: -15085075.000000 Penalty: 13621.494141
	Iteration 44Q: 3 clusters Score -1.508508e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 66072 members 
Entering Unmasked Estep 
Score: -15085073.000000 Penalty: 13621.494141
	Iteration 45Q: 3 clusters Score -1.508507e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 66075 members 
Entering Unmasked Estep 
Score: -15085089.000000 Penalty: 13621.494141
	Iteration 46Q: 3 clusters Score -1.508509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 66076 members 
Entering Unmasked Estep 
Score: -15085090.000000 Penalty: 13621.494141
	Iteration 47Q: 3 clusters Score -1.508509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 66075 members 
Entering Unmasked Estep 
Score: -15085098.000000 Penalty: 13621.494141
	Iteration 48Q: 3 clusters Score -1.50851e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 66074 members 
Entering Unmasked Estep 
Score: -15085098.000000 Penalty: 13621.494141
	Iteration 49Q: 3 clusters Score -1.50851e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 66075 members 
Entering Unmasked Estep 
Score: -15085106.000000 Penalty: 13621.494141
	Iteration 50Q: 3 clusters Score -1.508511e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 66075 members 
Entering Unmasked Estep 
Score: -15085106.000000 Penalty: 13621.494141
	Iteration 51F: 3 clusters Score -1.508511e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Entering Unmasked Estep 
Score: -262579.875000 Penalty: 4380.764648
	Iteration 0F: 2 clusters Score -262579.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -258335.062500 Penalty: 8761.529297
	Iteration 0F: 3 clusters Score -258335.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -258730.187500 Penalty: 8761.529297
	Iteration 1F: 3 clusters Score -258730.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -258823.484375 Penalty: 8761.529297
	Iteration 2Q: 3 clusters Score -258823.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -258849.218750 Penalty: 8761.529297
	Iteration 3Q: 3 clusters Score -258849.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -258865.484375 Penalty: 8761.529297
	Iteration 4Q: 3 clusters Score -258865.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -258873.437500 Penalty: 8761.529297
	Iteration 5Q: 3 clusters Score -258873.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -258876.125000 Penalty: 8761.529297
	Iteration 6Q: 3 clusters Score -258876.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -258881.218750 Penalty: 8761.529297
	Iteration 7Q: 3 clusters Score -258881.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -258882.578125 Penalty: 8761.529297
	Iteration 8Q: 3 clusters Score -258882.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -258882.578125 Penalty: 8761.529297
	Iteration 9F: 3 clusters Score -258882.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (48354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48354 members 
Entering Unmasked Estep 
Score: -10812795.000000 Penalty: 6606.611328
	Iteration 0F: 2 clusters Score -1.08128e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -10778102.000000 Penalty: 13213.222656
	Iteration 0F: 3 clusters Score -1.07781e+07 nChanged 21275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -10789389.000000 Penalty: 13213.222656
	Iteration 1F: 3 clusters Score -1.078939e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -10790442.000000 Penalty: 13213.222656
	Iteration 2F: 3 clusters Score -1.079044e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24866 members 
Mstep: Class 2 contains 23488 members 
Entering Unmasked Estep 
Score: -10791517.000000 Penalty: 13213.222656
	Iteration 3F: 3 clusters Score -1.079152e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -10793048.000000 Penalty: 13213.222656
	Iteration 4F: 3 clusters Score -1.079305e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25865 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -10794874.000000 Penalty: 13213.222656
	Iteration 5F: 3 clusters Score -1.079487e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -10797271.000000 Penalty: 13213.222656
	Iteration 6F: 3 clusters Score -1.079727e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -10799663.000000 Penalty: 13213.222656
	Iteration 7F: 3 clusters Score -1.079966e+07 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28132 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -10801597.000000 Penalty: 13213.222656
	Iteration 8F: 3 clusters Score -1.08016e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -10803081.000000 Penalty: 13213.222656
	Iteration 9F: 3 clusters Score -1.080308e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28821 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -10804089.000000 Penalty: 13213.222656
	Iteration 10Q: 3 clusters Score -1.080409e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28980 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -10805027.000000 Penalty: 13213.222656
	Iteration 11Q: 3 clusters Score -1.080503e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29057 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -10805721.000000 Penalty: 13213.222656
	Iteration 12Q: 3 clusters Score -1.080572e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29120 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -10806324.000000 Penalty: 13213.222656
	Iteration 13Q: 3 clusters Score -1.080632e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29269 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -10806984.000000 Penalty: 13213.222656
	Iteration 14Q: 3 clusters Score -1.080698e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -10807473.000000 Penalty: 13213.222656
	Iteration 15Q: 3 clusters Score -1.080747e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29859 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -10807891.000000 Penalty: 13213.222656
	Iteration 16Q: 3 clusters Score -1.080789e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30191 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -10808193.000000 Penalty: 13213.222656
	Iteration 17Q: 3 clusters Score -1.080819e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30552 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -10808414.000000 Penalty: 13213.222656
	Iteration 18Q: 3 clusters Score -1.080841e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30879 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -10808587.000000 Penalty: 13213.222656
	Iteration 19Q: 3 clusters Score -1.080859e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31214 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -10808691.000000 Penalty: 13213.222656
	Iteration 20F: 3 clusters Score -1.080869e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31537 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -10808764.000000 Penalty: 13213.222656
	Iteration 21Q: 3 clusters Score -1.080876e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31797 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -10808871.000000 Penalty: 13213.222656
	Iteration 22Q: 3 clusters Score -1.080887e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32010 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -10808953.000000 Penalty: 13213.222656
	Iteration 23Q: 3 clusters Score -1.080895e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32216 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -10808960.000000 Penalty: 13213.222656
	Iteration 24Q: 3 clusters Score -1.080896e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32373 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -10808980.000000 Penalty: 13213.222656
	Iteration 25Q: 3 clusters Score -1.080898e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -10809007.000000 Penalty: 13213.222656
	Iteration 26Q: 3 clusters Score -1.080901e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32645 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -10809020.000000 Penalty: 13213.222656
	Iteration 27Q: 3 clusters Score -1.080902e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32768 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -10809054.000000 Penalty: 13213.222656
	Iteration 28Q: 3 clusters Score -1.080905e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -10809073.000000 Penalty: 13213.222656
	Iteration 29Q: 3 clusters Score -1.080907e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32973 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -10809095.000000 Penalty: 13213.222656
	Iteration 30Q: 3 clusters Score -1.08091e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33071 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -10809151.000000 Penalty: 13213.222656
	Iteration 31Q: 3 clusters Score -1.080915e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33181 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -10809132.000000 Penalty: 13213.222656
	Iteration 32Q: 3 clusters Score -1.080913e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33271 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -10809107.000000 Penalty: 13213.222656
	Iteration 33Q: 3 clusters Score -1.080911e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33364 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -10809125.000000 Penalty: 13213.222656
	Iteration 34Q: 3 clusters Score -1.080912e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33450 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -10809151.000000 Penalty: 13213.222656
	Iteration 35Q: 3 clusters Score -1.080915e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33522 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -10809154.000000 Penalty: 13213.222656
	Iteration 36Q: 3 clusters Score -1.080915e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33580 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -10809179.000000 Penalty: 13213.222656
	Iteration 37Q: 3 clusters Score -1.080918e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -10809158.000000 Penalty: 13213.222656
	Iteration 38Q: 3 clusters Score -1.080916e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33711 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -10809161.000000 Penalty: 13213.222656
	Iteration 39Q: 3 clusters Score -1.080916e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33754 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -10809194.000000 Penalty: 13213.222656
	Iteration 40F: 3 clusters Score -1.080919e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33798 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -10809195.000000 Penalty: 13213.222656
	Iteration 41Q: 3 clusters Score -1.08092e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33831 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -10809207.000000 Penalty: 13213.222656
	Iteration 42Q: 3 clusters Score -1.080921e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33863 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -10809224.000000 Penalty: 13213.222656
	Iteration 43Q: 3 clusters Score -1.080922e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33892 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -10809231.000000 Penalty: 13213.222656
	Iteration 44Q: 3 clusters Score -1.080923e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33923 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -10809218.000000 Penalty: 13213.222656
	Iteration 45Q: 3 clusters Score -1.080922e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33957 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -10809234.000000 Penalty: 13213.222656
	Iteration 46Q: 3 clusters Score -1.080923e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33983 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -10809258.000000 Penalty: 13213.222656
	Iteration 47Q: 3 clusters Score -1.080926e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34013 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -10809258.000000 Penalty: 13213.222656
	Iteration 48Q: 3 clusters Score -1.080926e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34045 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -10809247.000000 Penalty: 13213.222656
	Iteration 49Q: 3 clusters Score -1.080925e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34066 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -10809238.000000 Penalty: 13213.222656
	Iteration 50Q: 3 clusters Score -1.080924e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34076 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -10809242.000000 Penalty: 13213.222656
	Iteration 51Q: 3 clusters Score -1.080924e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34089 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -10809233.000000 Penalty: 13213.222656
	Iteration 52Q: 3 clusters Score -1.080923e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34100 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -10809242.000000 Penalty: 13213.222656
	Iteration 53Q: 3 clusters Score -1.080924e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -10809243.000000 Penalty: 13213.222656
	Iteration 54Q: 3 clusters Score -1.080924e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34119 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -10809229.000000 Penalty: 13213.222656
	Iteration 55Q: 3 clusters Score -1.080923e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34130 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -10809230.000000 Penalty: 13213.222656
	Iteration 56Q: 3 clusters Score -1.080923e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34137 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -10809233.000000 Penalty: 13213.222656
	Iteration 57Q: 3 clusters Score -1.080923e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34144 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -10809238.000000 Penalty: 13213.222656
	Iteration 58Q: 3 clusters Score -1.080924e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34156 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -10809243.000000 Penalty: 13213.222656
	Iteration 59Q: 3 clusters Score -1.080924e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34167 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -10809241.000000 Penalty: 13213.222656
	Iteration 60F: 3 clusters Score -1.080924e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34176 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -10809244.000000 Penalty: 13213.222656
	Iteration 61Q: 3 clusters Score -1.080924e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34182 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -10809245.000000 Penalty: 13213.222656
	Iteration 62Q: 3 clusters Score -1.080924e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34187 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -10809243.000000 Penalty: 13213.222656
	Iteration 63Q: 3 clusters Score -1.080924e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34191 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -10809247.000000 Penalty: 13213.222656
	Iteration 64Q: 3 clusters Score -1.080925e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34195 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -10809240.000000 Penalty: 13213.222656
	Iteration 65Q: 3 clusters Score -1.080924e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -10809253.000000 Penalty: 13213.222656
	Iteration 66Q: 3 clusters Score -1.080925e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34207 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -10809245.000000 Penalty: 13213.222656
	Iteration 67Q: 3 clusters Score -1.080924e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34212 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -10809243.000000 Penalty: 13213.222656
	Iteration 68Q: 3 clusters Score -1.080924e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34215 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -10809249.000000 Penalty: 13213.222656
	Iteration 69Q: 3 clusters Score -1.080925e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34216 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -10809241.000000 Penalty: 13213.222656
	Iteration 70Q: 3 clusters Score -1.080924e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34216 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -10809241.000000 Penalty: 13213.222656
	Iteration 71F: 3 clusters Score -1.080924e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Entering Unmasked Estep 
Score: -2695517.750000 Penalty: 5755.501465
	Iteration 0F: 2 clusters Score -2695518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -2683991.000000 Penalty: 11511.002930
	Iteration 0F: 3 clusters Score -2683991 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -2686513.750000 Penalty: 11511.002930
	Iteration 1F: 3 clusters Score -2686514 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -2686981.000000 Penalty: 11511.002930
	Iteration 2F: 3 clusters Score -2686981 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -2687259.250000 Penalty: 11511.002930
	Iteration 3Q: 3 clusters Score -2687259 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -2687433.750000 Penalty: 11511.002930
	Iteration 4Q: 3 clusters Score -2687434 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -2687584.500000 Penalty: 11511.002930
	Iteration 5Q: 3 clusters Score -2687584 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -2687697.500000 Penalty: 11511.002930
	Iteration 6Q: 3 clusters Score -2687698 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -2687778.000000 Penalty: 11511.002930
	Iteration 7Q: 3 clusters Score -2687778 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -2687862.750000 Penalty: 11511.002930
	Iteration 8Q: 3 clusters Score -2687863 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -2687912.000000 Penalty: 11511.002930
	Iteration 9Q: 3 clusters Score -2687912 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -2687980.750000 Penalty: 11511.002930
	Iteration 10Q: 3 clusters Score -2687981 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -2688030.250000 Penalty: 11511.002930
	Iteration 11Q: 3 clusters Score -2688030 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -2688071.750000 Penalty: 11511.002930
	Iteration 12Q: 3 clusters Score -2688072 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -2688124.500000 Penalty: 11511.002930
	Iteration 13Q: 3 clusters Score -2688124 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -2688171.750000 Penalty: 11511.002930
	Iteration 14Q: 3 clusters Score -2688172 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -2688215.000000 Penalty: 11511.002930
	Iteration 15Q: 3 clusters Score -2688215 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -2688263.250000 Penalty: 11511.002930
	Iteration 16Q: 3 clusters Score -2688263 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -2688322.000000 Penalty: 11511.002930
	Iteration 17Q: 3 clusters Score -2688322 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -2688394.750000 Penalty: 11511.002930
	Iteration 18Q: 3 clusters Score -2688395 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -2688474.000000 Penalty: 11511.002930
	Iteration 19Q: 3 clusters Score -2688474 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -2688560.750000 Penalty: 11511.002930
	Iteration 20F: 3 clusters Score -2688561 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -2688654.250000 Penalty: 11511.002930
	Iteration 21Q: 3 clusters Score -2688654 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -2688758.250000 Penalty: 11511.002930
	Iteration 22Q: 3 clusters Score -2688758 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -2688864.250000 Penalty: 11511.002930
	Iteration 23Q: 3 clusters Score -2688864 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -2688969.250000 Penalty: 11511.002930
	Iteration 24Q: 3 clusters Score -2688969 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -2689087.500000 Penalty: 11511.002930
	Iteration 25Q: 3 clusters Score -2689088 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -2689205.250000 Penalty: 11511.002930
	Iteration 26Q: 3 clusters Score -2689205 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -2689321.750000 Penalty: 11511.002930
	Iteration 27Q: 3 clusters Score -2689322 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -2689451.000000 Penalty: 11511.002930
	Iteration 28Q: 3 clusters Score -2689451 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -2689573.250000 Penalty: 11511.002930
	Iteration 29Q: 3 clusters Score -2689573 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -2689707.500000 Penalty: 11511.002930
	Iteration 30Q: 3 clusters Score -2689708 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -2689830.750000 Penalty: 11511.002930
	Iteration 31Q: 3 clusters Score -2689831 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -2689941.000000 Penalty: 11511.002930
	Iteration 32Q: 3 clusters Score -2689941 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -2690026.250000 Penalty: 11511.002930
	Iteration 33Q: 3 clusters Score -2690026 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -2690118.000000 Penalty: 11511.002930
	Iteration 34Q: 3 clusters Score -2690118 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -2690180.750000 Penalty: 11511.002930
	Iteration 35Q: 3 clusters Score -2690181 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -2690250.500000 Penalty: 11511.002930
	Iteration 36Q: 3 clusters Score -2690250 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -2690282.000000 Penalty: 11511.002930
	Iteration 37Q: 3 clusters Score -2690282 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -2690334.000000 Penalty: 11511.002930
	Iteration 38Q: 3 clusters Score -2690334 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -2690372.000000 Penalty: 11511.002930
	Iteration 39Q: 3 clusters Score -2690372 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2690387.500000 Penalty: 11511.002930
	Iteration 40F: 3 clusters Score -2690388 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -2690424.750000 Penalty: 11511.002930
	Iteration 41Q: 3 clusters Score -2690425 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -2690450.750000 Penalty: 11511.002930
	Iteration 42Q: 3 clusters Score -2690451 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2690473.500000 Penalty: 11511.002930
	Iteration 43Q: 3 clusters Score -2690474 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -2690507.000000 Penalty: 11511.002930
	Iteration 44Q: 3 clusters Score -2690507 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -2690517.250000 Penalty: 11511.002930
	Iteration 45Q: 3 clusters Score -2690517 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -2690527.500000 Penalty: 11511.002930
	Iteration 46Q: 3 clusters Score -2690528 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2690542.250000 Penalty: 11511.002930
	Iteration 47Q: 3 clusters Score -2690542 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -2690551.250000 Penalty: 11511.002930
	Iteration 48Q: 3 clusters Score -2690551 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2690556.000000 Penalty: 11511.002930
	Iteration 49Q: 3 clusters Score -2690556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -2690570.000000 Penalty: 11511.002930
	Iteration 50Q: 3 clusters Score -2690570 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2690583.500000 Penalty: 11511.002930
	Iteration 51Q: 3 clusters Score -2690584 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -2690586.500000 Penalty: 11511.002930
	Iteration 52Q: 3 clusters Score -2690586 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -2690604.250000 Penalty: 11511.002930
	Iteration 53Q: 3 clusters Score -2690604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2690612.000000 Penalty: 11511.002930
	Iteration 54Q: 3 clusters Score -2690612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2690618.250000 Penalty: 11511.002930
	Iteration 55Q: 3 clusters Score -2690618 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2690626.250000 Penalty: 11511.002930
	Iteration 56Q: 3 clusters Score -2690626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -2690633.250000 Penalty: 11511.002930
	Iteration 57Q: 3 clusters Score -2690633 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2690642.250000 Penalty: 11511.002930
	Iteration 58Q: 3 clusters Score -2690642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -2690649.500000 Penalty: 11511.002930
	Iteration 59Q: 3 clusters Score -2690650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2690649.750000 Penalty: 11511.002930
	Iteration 60F: 3 clusters Score -2690650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -2690652.750000 Penalty: 11511.002930
	Iteration 61Q: 3 clusters Score -2690653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2690663.750000 Penalty: 11511.002930
	Iteration 62Q: 3 clusters Score -2690664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2690663.500000 Penalty: 11511.002930
	Iteration 63Q: 3 clusters Score -2690664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2690662.750000 Penalty: 11511.002930
	Iteration 64Q: 3 clusters Score -2690663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2690667.250000 Penalty: 11511.002930
	Iteration 65Q: 3 clusters Score -2690667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2690666.000000 Penalty: 11511.002930
	Iteration 66Q: 3 clusters Score -2690666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2690668.000000 Penalty: 11511.002930
	Iteration 67Q: 3 clusters Score -2690668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2690673.750000 Penalty: 11511.002930
	Iteration 68Q: 3 clusters Score -2690674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -2690675.500000 Penalty: 11511.002930
	Iteration 69Q: 3 clusters Score -2690676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2690679.750000 Penalty: 11511.002930
	Iteration 70Q: 3 clusters Score -2690680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -2690680.000000 Penalty: 11511.002930
	Iteration 71Q: 3 clusters Score -2690680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2690681.500000 Penalty: 11511.002930
	Iteration 72Q: 3 clusters Score -2690682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2690677.750000 Penalty: 11511.002930
	Iteration 73Q: 3 clusters Score -2690678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2690677.750000 Penalty: 11511.002930
	Iteration 74F: 3 clusters Score -2690678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28330 members 
Entering Unmasked Estep 
Score: -6217024.000000 Penalty: 6279.151855
	Iteration 0F: 2 clusters Score -6217024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -6195246.500000 Penalty: 12558.303711
	Iteration 0F: 3 clusters Score -6195246 nChanged 11821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -6201522.500000 Penalty: 12558.303711
	Iteration 1F: 3 clusters Score -6201522 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -6202319.500000 Penalty: 12558.303711
	Iteration 2F: 3 clusters Score -6202320 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -6202938.000000 Penalty: 12558.303711
	Iteration 3Q: 3 clusters Score -6202938 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -6203531.500000 Penalty: 12558.303711
	Iteration 4Q: 3 clusters Score -6203532 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -6204072.500000 Penalty: 12558.303711
	Iteration 5Q: 3 clusters Score -6204072 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -6204538.000000 Penalty: 12558.303711
	Iteration 6Q: 3 clusters Score -6204538 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -6205025.000000 Penalty: 12558.303711
	Iteration 7Q: 3 clusters Score -6205025 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -6205529.500000 Penalty: 12558.303711
	Iteration 8Q: 3 clusters Score -6205530 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -6206081.500000 Penalty: 12558.303711
	Iteration 9Q: 3 clusters Score -6206082 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -6206629.500000 Penalty: 12558.303711
	Iteration 10Q: 3 clusters Score -6206630 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -6207181.500000 Penalty: 12558.303711
	Iteration 11Q: 3 clusters Score -6207182 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -6207794.500000 Penalty: 12558.303711
	Iteration 12Q: 3 clusters Score -6207794 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -6208363.500000 Penalty: 12558.303711
	Iteration 13Q: 3 clusters Score -6208364 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -6208801.000000 Penalty: 12558.303711
	Iteration 14Q: 3 clusters Score -6208801 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -6209170.000000 Penalty: 12558.303711
	Iteration 15Q: 3 clusters Score -6209170 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -6209477.000000 Penalty: 12558.303711
	Iteration 16Q: 3 clusters Score -6209477 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -6209780.000000 Penalty: 12558.303711
	Iteration 17Q: 3 clusters Score -6209780 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -6210004.500000 Penalty: 12558.303711
	Iteration 18Q: 3 clusters Score -6210004 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -6210258.500000 Penalty: 12558.303711
	Iteration 19Q: 3 clusters Score -6210258 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -6210530.000000 Penalty: 12558.303711
	Iteration 20F: 3 clusters Score -6210530 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 24228 members 
Entering Unmasked Estep 
Score: -6210799.000000 Penalty: 12558.303711
	Iteration 21Q: 3 clusters Score -6210799 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 24586 members 
Entering Unmasked Estep 
Score: -6211086.000000 Penalty: 12558.303711
	Iteration 22Q: 3 clusters Score -6211086 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -6211517.500000 Penalty: 12558.303711
	Iteration 23Q: 3 clusters Score -6211518 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -6211875.500000 Penalty: 12558.303711
	Iteration 24Q: 3 clusters Score -6211876 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -6212052.000000 Penalty: 12558.303711
	Iteration 25Q: 3 clusters Score -6212052 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
Score: -6212152.500000 Penalty: 12558.303711
	Iteration 26Q: 3 clusters Score -6212152 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -6212236.000000 Penalty: 12558.303711
	Iteration 27Q: 3 clusters Score -6212236 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 25685 members 
Entering Unmasked Estep 
Score: -6212295.000000 Penalty: 12558.303711
	Iteration 28Q: 3 clusters Score -6212295 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 25747 members 
Entering Unmasked Estep 
Score: -6212341.500000 Penalty: 12558.303711
	Iteration 29Q: 3 clusters Score -6212342 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -6212345.000000 Penalty: 12558.303711
	Iteration 30Q: 3 clusters Score -6212345 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -6212371.000000 Penalty: 12558.303711
	Iteration 31Q: 3 clusters Score -6212371 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -6212367.000000 Penalty: 12558.303711
	Iteration 32Q: 3 clusters Score -6212367 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -6212385.000000 Penalty: 12558.303711
	Iteration 33Q: 3 clusters Score -6212385 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 25931 members 
Entering Unmasked Estep 
Score: -6212390.500000 Penalty: 12558.303711
	Iteration 34Q: 3 clusters Score -6212390 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -6212410.000000 Penalty: 12558.303711
	Iteration 35Q: 3 clusters Score -6212410 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 25964 members 
Entering Unmasked Estep 
Score: -6212413.000000 Penalty: 12558.303711
	Iteration 36Q: 3 clusters Score -6212413 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -6212426.000000 Penalty: 12558.303711
	Iteration 37Q: 3 clusters Score -6212426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 25985 members 
Entering Unmasked Estep 
Score: -6212427.000000 Penalty: 12558.303711
	Iteration 38Q: 3 clusters Score -6212427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -6212436.500000 Penalty: 12558.303711
	Iteration 39Q: 3 clusters Score -6212436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 26013 members 
Entering Unmasked Estep 
Score: -6212439.000000 Penalty: 12558.303711
	Iteration 40F: 3 clusters Score -6212439 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 26024 members 
Entering Unmasked Estep 
Score: -6212438.500000 Penalty: 12558.303711
	Iteration 41Q: 3 clusters Score -6212438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -6212436.500000 Penalty: 12558.303711
	Iteration 42Q: 3 clusters Score -6212436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -6212441.500000 Penalty: 12558.303711
	Iteration 43Q: 3 clusters Score -6212442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 26045 members 
Entering Unmasked Estep 
Score: -6212437.500000 Penalty: 12558.303711
	Iteration 44Q: 3 clusters Score -6212438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -6212442.500000 Penalty: 12558.303711
	Iteration 45Q: 3 clusters Score -6212442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -6212448.000000 Penalty: 12558.303711
	Iteration 46Q: 3 clusters Score -6212448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -6212454.500000 Penalty: 12558.303711
	Iteration 47Q: 3 clusters Score -6212454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 26059 members 
Entering Unmasked Estep 
Score: -6212453.000000 Penalty: 12558.303711
	Iteration 48Q: 3 clusters Score -6212453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 26061 members 
Entering Unmasked Estep 
Score: -6212455.500000 Penalty: 12558.303711
	Iteration 49Q: 3 clusters Score -6212456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 26066 members 
Entering Unmasked Estep 
Score: -6212458.500000 Penalty: 12558.303711
	Iteration 50Q: 3 clusters Score -6212458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -6212453.000000 Penalty: 12558.303711
	Iteration 51Q: 3 clusters Score -6212453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -6212457.500000 Penalty: 12558.303711
	Iteration 52Q: 3 clusters Score -6212458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
Score: -6212459.500000 Penalty: 12558.303711
	Iteration 53Q: 3 clusters Score -6212460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 26075 members 
Entering Unmasked Estep 
Score: -6212461.000000 Penalty: 12558.303711
	Iteration 54Q: 3 clusters Score -6212461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 26075 members 
Entering Unmasked Estep 
Score: -6212461.000000 Penalty: 12558.303711
	Iteration 55F: 3 clusters Score -6212461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (28825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28825 members 
Entering Unmasked Estep 
Score: -6433727.000000 Penalty: 6289.761230
	Iteration 0F: 2 clusters Score -6433727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -6411525.000000 Penalty: 12579.522461
	Iteration 0F: 3 clusters Score -6411525 nChanged 12133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -6417994.500000 Penalty: 12579.522461
	Iteration 1F: 3 clusters Score -6417994 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -6418697.500000 Penalty: 12579.522461
	Iteration 2F: 3 clusters Score -6418698 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -6419236.500000 Penalty: 12579.522461
	Iteration 3Q: 3 clusters Score -6419236 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -6419562.000000 Penalty: 12579.522461
	Iteration 4Q: 3 clusters Score -6419562 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -6419907.500000 Penalty: 12579.522461
	Iteration 5Q: 3 clusters Score -6419908 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -6420226.000000 Penalty: 12579.522461
	Iteration 6Q: 3 clusters Score -6420226 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -6420562.500000 Penalty: 12579.522461
	Iteration 7Q: 3 clusters Score -6420562 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -6420818.500000 Penalty: 12579.522461
	Iteration 8Q: 3 clusters Score -6420818 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -6421124.000000 Penalty: 12579.522461
	Iteration 9Q: 3 clusters Score -6421124 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -6421412.500000 Penalty: 12579.522461
	Iteration 10Q: 3 clusters Score -6421412 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -6421744.000000 Penalty: 12579.522461
	Iteration 11Q: 3 clusters Score -6421744 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -6422171.500000 Penalty: 12579.522461
	Iteration 12Q: 3 clusters Score -6422172 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -6422561.500000 Penalty: 12579.522461
	Iteration 13Q: 3 clusters Score -6422562 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -6422977.000000 Penalty: 12579.522461
	Iteration 14Q: 3 clusters Score -6422977 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -6423568.000000 Penalty: 12579.522461
	Iteration 15Q: 3 clusters Score -6423568 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -6424328.500000 Penalty: 12579.522461
	Iteration 16Q: 3 clusters Score -6424328 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -6425206.500000 Penalty: 12579.522461
	Iteration 17Q: 3 clusters Score -6425206 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -6426112.000000 Penalty: 12579.522461
	Iteration 18Q: 3 clusters Score -6426112 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -6427022.000000 Penalty: 12579.522461
	Iteration 19Q: 3 clusters Score -6427022 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -6427643.000000 Penalty: 12579.522461
	Iteration 20F: 3 clusters Score -6427643 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -6428069.500000 Penalty: 12579.522461
	Iteration 21Q: 3 clusters Score -6428070 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -6428336.000000 Penalty: 12579.522461
	Iteration 22Q: 3 clusters Score -6428336 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -6428524.500000 Penalty: 12579.522461
	Iteration 23Q: 3 clusters Score -6428524 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -6428660.000000 Penalty: 12579.522461
	Iteration 24Q: 3 clusters Score -6428660 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -6428734.000000 Penalty: 12579.522461
	Iteration 25Q: 3 clusters Score -6428734 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 24539 members 
Entering Unmasked Estep 
Score: -6428803.000000 Penalty: 12579.522461
	Iteration 26Q: 3 clusters Score -6428803 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -6428819.500000 Penalty: 12579.522461
	Iteration 27Q: 3 clusters Score -6428820 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 24712 members 
Entering Unmasked Estep 
Score: -6428855.500000 Penalty: 12579.522461
	Iteration 28Q: 3 clusters Score -6428856 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -6428878.500000 Penalty: 12579.522461
	Iteration 29Q: 3 clusters Score -6428878 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -6428885.000000 Penalty: 12579.522461
	Iteration 30Q: 3 clusters Score -6428885 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -6428899.500000 Penalty: 12579.522461
	Iteration 31Q: 3 clusters Score -6428900 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 24908 members 
Entering Unmasked Estep 
Score: -6428908.000000 Penalty: 12579.522461
	Iteration 32Q: 3 clusters Score -6428908 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -6428921.500000 Penalty: 12579.522461
	Iteration 33Q: 3 clusters Score -6428922 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 24997 members 
Entering Unmasked Estep 
Score: -6428937.000000 Penalty: 12579.522461
	Iteration 34Q: 3 clusters Score -6428937 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
Score: -6428959.000000 Penalty: 12579.522461
	Iteration 35Q: 3 clusters Score -6428959 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -6428952.500000 Penalty: 12579.522461
	Iteration 36Q: 3 clusters Score -6428952 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -6428957.000000 Penalty: 12579.522461
	Iteration 37Q: 3 clusters Score -6428957 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 25120 members 
Entering Unmasked Estep 
Score: -6428979.500000 Penalty: 12579.522461
	Iteration 38Q: 3 clusters Score -6428980 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -6428981.000000 Penalty: 12579.522461
	Iteration 39Q: 3 clusters Score -6428981 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 25169 members 
Entering Unmasked Estep 
Score: -6428994.000000 Penalty: 12579.522461
	Iteration 40F: 3 clusters Score -6428994 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -6429014.500000 Penalty: 12579.522461
	Iteration 41Q: 3 clusters Score -6429014 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -6429045.500000 Penalty: 12579.522461
	Iteration 42Q: 3 clusters Score -6429046 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 25261 members 
Entering Unmasked Estep 
Score: -6429052.000000 Penalty: 12579.522461
	Iteration 43Q: 3 clusters Score -6429052 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 25300 members 
Entering Unmasked Estep 
Score: -6429051.500000 Penalty: 12579.522461
	Iteration 44Q: 3 clusters Score -6429052 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 25336 members 
Entering Unmasked Estep 
Score: -6429066.500000 Penalty: 12579.522461
	Iteration 45Q: 3 clusters Score -6429066 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -6429069.000000 Penalty: 12579.522461
	Iteration 46Q: 3 clusters Score -6429069 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -6429104.000000 Penalty: 12579.522461
	Iteration 47Q: 3 clusters Score -6429104 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -6429103.500000 Penalty: 12579.522461
	Iteration 48Q: 3 clusters Score -6429104 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -6429116.500000 Penalty: 12579.522461
	Iteration 49Q: 3 clusters Score -6429116 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -6429135.000000 Penalty: 12579.522461
	Iteration 50Q: 3 clusters Score -6429135 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -6429134.500000 Penalty: 12579.522461
	Iteration 51Q: 3 clusters Score -6429134 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -6429137.500000 Penalty: 12579.522461
	Iteration 52Q: 3 clusters Score -6429138 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 25532 members 
Entering Unmasked Estep 
Score: -6429144.500000 Penalty: 12579.522461
	Iteration 53Q: 3 clusters Score -6429144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -6429155.500000 Penalty: 12579.522461
	Iteration 54Q: 3 clusters Score -6429156 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -6429151.500000 Penalty: 12579.522461
	Iteration 55Q: 3 clusters Score -6429152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 25573 members 
Entering Unmasked Estep 
Score: -6429158.000000 Penalty: 12579.522461
	Iteration 56Q: 3 clusters Score -6429158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -6429158.500000 Penalty: 12579.522461
	Iteration 57Q: 3 clusters Score -6429158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -6429155.000000 Penalty: 12579.522461
	Iteration 58Q: 3 clusters Score -6429155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 25603 members 
Entering Unmasked Estep 
Score: -6429150.000000 Penalty: 12579.522461
	Iteration 59Q: 3 clusters Score -6429150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 25610 members 
Entering Unmasked Estep 
Score: -6429154.500000 Penalty: 12579.522461
	Iteration 60F: 3 clusters Score -6429154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 25620 members 
Entering Unmasked Estep 
Score: -6429161.500000 Penalty: 12579.522461
	Iteration 61Q: 3 clusters Score -6429162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -6429166.000000 Penalty: 12579.522461
	Iteration 62Q: 3 clusters Score -6429166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
Score: -6429170.000000 Penalty: 12579.522461
	Iteration 63Q: 3 clusters Score -6429170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
Score: -6429170.000000 Penalty: 12579.522461
	Iteration 64F: 3 clusters Score -6429170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Entering Unmasked Estep 
Score: -932598.937500 Penalty: 5106.332520
	Iteration 0F: 2 clusters Score -932598.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -926062.937500 Penalty: 10212.665039
	Iteration 0F: 3 clusters Score -926062.9 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -927024.437500 Penalty: 10212.665039
	Iteration 1F: 3 clusters Score -927024.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -927274.562500 Penalty: 10212.665039
	Iteration 2F: 3 clusters Score -927274.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -927396.312500 Penalty: 10212.665039
	Iteration 3Q: 3 clusters Score -927396.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -927466.250000 Penalty: 10212.665039
	Iteration 4Q: 3 clusters Score -927466.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -927505.187500 Penalty: 10212.665039
	Iteration 5Q: 3 clusters Score -927505.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -927537.375000 Penalty: 10212.665039
	Iteration 6Q: 3 clusters Score -927537.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -927565.937500 Penalty: 10212.665039
	Iteration 7Q: 3 clusters Score -927565.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -927589.375000 Penalty: 10212.665039
	Iteration 8Q: 3 clusters Score -927589.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -927604.187500 Penalty: 10212.665039
	Iteration 9Q: 3 clusters Score -927604.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -927622.000000 Penalty: 10212.665039
	Iteration 10Q: 3 clusters Score -927622 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -927639.250000 Penalty: 10212.665039
	Iteration 11Q: 3 clusters Score -927639.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -927654.312500 Penalty: 10212.665039
	Iteration 12Q: 3 clusters Score -927654.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -927663.750000 Penalty: 10212.665039
	Iteration 13Q: 3 clusters Score -927663.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -927673.250000 Penalty: 10212.665039
	Iteration 14Q: 3 clusters Score -927673.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -927685.750000 Penalty: 10212.665039
	Iteration 15Q: 3 clusters Score -927685.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -927695.500000 Penalty: 10212.665039
	Iteration 16Q: 3 clusters Score -927695.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -927703.687500 Penalty: 10212.665039
	Iteration 17Q: 3 clusters Score -927703.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -927710.000000 Penalty: 10212.665039
	Iteration 18Q: 3 clusters Score -927710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -927716.687500 Penalty: 10212.665039
	Iteration 19Q: 3 clusters Score -927716.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -927720.812500 Penalty: 10212.665039
	Iteration 20F: 3 clusters Score -927720.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -927723.250000 Penalty: 10212.665039
	Iteration 21Q: 3 clusters Score -927723.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -927727.375000 Penalty: 10212.665039
	Iteration 22Q: 3 clusters Score -927727.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -927726.312500 Penalty: 10212.665039
	Iteration 23Q: 3 clusters Score -927726.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -927728.750000 Penalty: 10212.665039
	Iteration 24Q: 3 clusters Score -927728.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -927728.750000 Penalty: 10212.665039
	Iteration 25F: 3 clusters Score -927728.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (145048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145048 members 
Entering Unmasked Estep 
Score: -32143320.000000 Penalty: 7279.452148
	Iteration 0F: 2 clusters Score -3.214332e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72832 members 
Mstep: Class 2 contains 72216 members 
Entering Unmasked Estep 
Score: -32045510.000000 Penalty: 14558.904297
	Iteration 0F: 3 clusters Score -3.204551e+07 nChanged 67459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75031 members 
Mstep: Class 2 contains 70017 members 
Entering Unmasked Estep 
Score: -32082494.000000 Penalty: 14558.904297
	Iteration 1F: 3 clusters Score -3.208249e+07 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76355 members 
Mstep: Class 2 contains 68693 members 
Entering Unmasked Estep 
Score: -32083680.000000 Penalty: 14558.904297
	Iteration 2Q: 3 clusters Score -3.208368e+07 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78517 members 
Mstep: Class 2 contains 66531 members 
Entering Unmasked Estep 
Score: -32085004.000000 Penalty: 14558.904297
	Iteration 3Q: 3 clusters Score -3.2085e+07 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81692 members 
Mstep: Class 2 contains 63356 members 
Entering Unmasked Estep 
Score: -32086500.000000 Penalty: 14558.904297
	Iteration 4Q: 3 clusters Score -3.20865e+07 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86193 members 
Mstep: Class 2 contains 58855 members 
Entering Unmasked Estep 
Score: -32088734.000000 Penalty: 14558.904297
	Iteration 5Q: 3 clusters Score -3.208873e+07 nChanged 6888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92587 members 
Mstep: Class 2 contains 52461 members 
Entering Unmasked Estep 
Score: -32092192.000000 Penalty: 14558.904297
	Iteration 6Q: 3 clusters Score -3.209219e+07 nChanged 8736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101141 members 
Mstep: Class 2 contains 43907 members 
Entering Unmasked Estep 
Score: -32097400.000000 Penalty: 14558.904297
	Iteration 7F: 3 clusters Score -3.20974e+07 nChanged 11174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112257 members 
Mstep: Class 2 contains 32791 members 
Entering Unmasked Estep 
Score: -32106064.000000 Penalty: 14558.904297
	Iteration 8F: 3 clusters Score -3.210606e+07 nChanged 12132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124363 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -32117042.000000 Penalty: 14558.904297
	Iteration 9F: 3 clusters Score -3.211704e+07 nChanged 10430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134787 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -32127412.000000 Penalty: 14558.904297
	Iteration 10F: 3 clusters Score -3.212741e+07 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140976 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -32133348.000000 Penalty: 14558.904297
	Iteration 11Q: 3 clusters Score -3.213335e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143370 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -32135754.000000 Penalty: 14558.904297
	Iteration 12Q: 3 clusters Score -3.213575e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144084 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -32136730.000000 Penalty: 14558.904297
	Iteration 13Q: 3 clusters Score -3.213673e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144320 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -32137046.000000 Penalty: 14558.904297
	Iteration 14Q: 3 clusters Score -3.213705e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144414 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -32137276.000000 Penalty: 14558.904297
	Iteration 15Q: 3 clusters Score -3.213728e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144439 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -32137378.000000 Penalty: 14558.904297
	Iteration 16Q: 3 clusters Score -3.213738e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144450 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -32137444.000000 Penalty: 14558.904297
	Iteration 17Q: 3 clusters Score -3.213744e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144457 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -32137506.000000 Penalty: 14558.904297
	Iteration 18Q: 3 clusters Score -3.213751e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144460 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -32137520.000000 Penalty: 14558.904297
	Iteration 19Q: 3 clusters Score -3.213752e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144464 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -32137582.000000 Penalty: 14558.904297
	Iteration 20F: 3 clusters Score -3.213758e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144456 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -32137584.000000 Penalty: 14558.904297
	Iteration 21Q: 3 clusters Score -3.213758e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144451 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -32137650.000000 Penalty: 14558.904297
	Iteration 22Q: 3 clusters Score -3.213765e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144449 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -32137626.000000 Penalty: 14558.904297
	Iteration 23Q: 3 clusters Score -3.213763e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144448 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -32137658.000000 Penalty: 14558.904297
	Iteration 24Q: 3 clusters Score -3.213766e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144450 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -32137670.000000 Penalty: 14558.904297
	Iteration 25Q: 3 clusters Score -3.213767e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144455 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -32137690.000000 Penalty: 14558.904297
	Iteration 26Q: 3 clusters Score -3.213769e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144457 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -32137704.000000 Penalty: 14558.904297
	Iteration 27Q: 3 clusters Score -3.21377e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144462 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -32137730.000000 Penalty: 14558.904297
	Iteration 28Q: 3 clusters Score -3.213773e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144466 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -32137730.000000 Penalty: 14558.904297
	Iteration 29Q: 3 clusters Score -3.213773e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144466 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -32137768.000000 Penalty: 14558.904297
	Iteration 30Q: 3 clusters Score -3.213777e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144467 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -32137764.000000 Penalty: 14558.904297
	Iteration 31Q: 3 clusters Score -3.213776e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144469 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -32137764.000000 Penalty: 14558.904297
	Iteration 32Q: 3 clusters Score -3.213776e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144471 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -32137774.000000 Penalty: 14558.904297
	Iteration 33Q: 3 clusters Score -3.213777e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144473 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -32137802.000000 Penalty: 14558.904297
	Iteration 34Q: 3 clusters Score -3.21378e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144471 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -32137792.000000 Penalty: 14558.904297
	Iteration 35Q: 3 clusters Score -3.213779e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144469 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -32137796.000000 Penalty: 14558.904297
	Iteration 36Q: 3 clusters Score -3.21378e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144471 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -32137800.000000 Penalty: 14558.904297
	Iteration 37Q: 3 clusters Score -3.21378e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144476 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -32137830.000000 Penalty: 14558.904297
	Iteration 38Q: 3 clusters Score -3.213783e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144480 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -32137834.000000 Penalty: 14558.904297
	Iteration 39Q: 3 clusters Score -3.213783e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144479 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -32137824.000000 Penalty: 14558.904297
	Iteration 40F: 3 clusters Score -3.213782e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144479 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -32137834.000000 Penalty: 14558.904297
	Iteration 41Q: 3 clusters Score -3.213783e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144479 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -32137842.000000 Penalty: 14558.904297
	Iteration 42Q: 3 clusters Score -3.213784e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144481 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -32137832.000000 Penalty: 14558.904297
	Iteration 43Q: 3 clusters Score -3.213783e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144482 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -32137838.000000 Penalty: 14558.904297
	Iteration 44Q: 3 clusters Score -3.213784e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144483 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -32137820.000000 Penalty: 14558.904297
	Iteration 45Q: 3 clusters Score -3.213782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144482 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -32137848.000000 Penalty: 14558.904297
	Iteration 46Q: 3 clusters Score -3.213785e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144483 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -32137836.000000 Penalty: 14558.904297
	Iteration 47Q: 3 clusters Score -3.213784e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144483 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -32137836.000000 Penalty: 14558.904297
	Iteration 48F: 3 clusters Score -3.213784e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Entering Unmasked Estep 
Score: -54201.113281 Penalty: 3479.105713
	Iteration 0F: 2 clusters Score -54201.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -51394.265625 Penalty: 6958.211426
	Iteration 0F: 3 clusters Score -51394.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -51478.667969 Penalty: 6958.211426
	Iteration 1Q: 3 clusters Score -51478.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -51492.160156 Penalty: 6958.211426
	Iteration 2Q: 3 clusters Score -51492.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -51492.160156 Penalty: 6958.211426
	Iteration 3F: 3 clusters Score -51492.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Entering Unmasked Estep 
Score: -462947.812500 Penalty: 4682.513184
	Iteration 0F: 2 clusters Score -462947.8 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 1004 members 
Entering Unmasked Estep 
Score: -458035.125000 Penalty: 9365.026367
	Iteration 0F: 3 clusters Score -458035.1 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -458882.187500 Penalty: 9365.026367
	Iteration 1F: 3 clusters Score -458882.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -459347.562500 Penalty: 9365.026367
	Iteration 2F: 3 clusters Score -459347.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -459705.093750 Penalty: 9365.026367
	Iteration 3F: 3 clusters Score -459705.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -459966.687500 Penalty: 9365.026367
	Iteration 4F: 3 clusters Score -459966.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -460166.875000 Penalty: 9365.026367
	Iteration 5Q: 3 clusters Score -460166.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -460292.437500 Penalty: 9365.026367
	Iteration 6Q: 3 clusters Score -460292.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -460375.625000 Penalty: 9365.026367
	Iteration 7Q: 3 clusters Score -460375.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -460457.250000 Penalty: 9365.026367
	Iteration 8Q: 3 clusters Score -460457.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -460524.750000 Penalty: 9365.026367
	Iteration 9Q: 3 clusters Score -460524.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -460562.687500 Penalty: 9365.026367
	Iteration 10Q: 3 clusters Score -460562.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -460584.000000 Penalty: 9365.026367
	Iteration 11Q: 3 clusters Score -460584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -460595.968750 Penalty: 9365.026367
	Iteration 12Q: 3 clusters Score -460596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -460611.531250 Penalty: 9365.026367
	Iteration 13Q: 3 clusters Score -460611.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -460622.562500 Penalty: 9365.026367
	Iteration 14Q: 3 clusters Score -460622.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -460632.062500 Penalty: 9365.026367
	Iteration 15Q: 3 clusters Score -460632.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -460641.500000 Penalty: 9365.026367
	Iteration 16Q: 3 clusters Score -460641.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -460657.000000 Penalty: 9365.026367
	Iteration 17Q: 3 clusters Score -460657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -460663.843750 Penalty: 9365.026367
	Iteration 18Q: 3 clusters Score -460663.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -460672.218750 Penalty: 9365.026367
	Iteration 19Q: 3 clusters Score -460672.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -460675.875000 Penalty: 9365.026367
	Iteration 20F: 3 clusters Score -460675.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -460678.375000 Penalty: 9365.026367
	Iteration 21Q: 3 clusters Score -460678.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -460680.906250 Penalty: 9365.026367
	Iteration 22Q: 3 clusters Score -460680.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -460684.156250 Penalty: 9365.026367
	Iteration 23Q: 3 clusters Score -460684.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -460684.156250 Penalty: 9365.026367
	Iteration 24F: 3 clusters Score -460684.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (34130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34130 members 
Entering Unmasked Estep 
Score: -7593282.000000 Penalty: 6393.233398
	Iteration 0F: 2 clusters Score -7593282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -7567843.000000 Penalty: 12786.466797
	Iteration 0F: 3 clusters Score -7567843 nChanged 14497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -7575465.000000 Penalty: 12786.466797
	Iteration 1F: 3 clusters Score -7575465 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -7576247.000000 Penalty: 12786.466797
	Iteration 2F: 3 clusters Score -7576247 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -7576751.500000 Penalty: 12786.466797
	Iteration 3Q: 3 clusters Score -7576752 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -7577178.000000 Penalty: 12786.466797
	Iteration 4Q: 3 clusters Score -7577178 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -7577546.000000 Penalty: 12786.466797
	Iteration 5Q: 3 clusters Score -7577546 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -7577922.500000 Penalty: 12786.466797
	Iteration 6Q: 3 clusters Score -7577922 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -7578230.000000 Penalty: 12786.466797
	Iteration 7Q: 3 clusters Score -7578230 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -7578515.500000 Penalty: 12786.466797
	Iteration 8Q: 3 clusters Score -7578516 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -7578845.500000 Penalty: 12786.466797
	Iteration 9Q: 3 clusters Score -7578846 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -7579144.500000 Penalty: 12786.466797
	Iteration 10Q: 3 clusters Score -7579144 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -7579424.000000 Penalty: 12786.466797
	Iteration 11Q: 3 clusters Score -7579424 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -7579712.000000 Penalty: 12786.466797
	Iteration 12Q: 3 clusters Score -7579712 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -7579985.000000 Penalty: 12786.466797
	Iteration 13Q: 3 clusters Score -7579985 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -7580251.000000 Penalty: 12786.466797
	Iteration 14Q: 3 clusters Score -7580251 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -7580490.000000 Penalty: 12786.466797
	Iteration 15Q: 3 clusters Score -7580490 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -7580737.000000 Penalty: 12786.466797
	Iteration 16Q: 3 clusters Score -7580737 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -7580936.500000 Penalty: 12786.466797
	Iteration 17Q: 3 clusters Score -7580936 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -7581140.000000 Penalty: 12786.466797
	Iteration 18Q: 3 clusters Score -7581140 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -7581289.500000 Penalty: 12786.466797
	Iteration 19Q: 3 clusters Score -7581290 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -7581417.000000 Penalty: 12786.466797
	Iteration 20F: 3 clusters Score -7581417 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -7581597.500000 Penalty: 12786.466797
	Iteration 21Q: 3 clusters Score -7581598 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -7581735.500000 Penalty: 12786.466797
	Iteration 22Q: 3 clusters Score -7581736 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -7581880.500000 Penalty: 12786.466797
	Iteration 23Q: 3 clusters Score -7581880 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -7582026.500000 Penalty: 12786.466797
	Iteration 24Q: 3 clusters Score -7582026 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -7582239.500000 Penalty: 12786.466797
	Iteration 25Q: 3 clusters Score -7582240 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -7582414.500000 Penalty: 12786.466797
	Iteration 26Q: 3 clusters Score -7582414 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -7582667.000000 Penalty: 12786.466797
	Iteration 27Q: 3 clusters Score -7582667 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -7582883.500000 Penalty: 12786.466797
	Iteration 28Q: 3 clusters Score -7582884 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -7583106.000000 Penalty: 12786.466797
	Iteration 29Q: 3 clusters Score -7583106 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -7583396.500000 Penalty: 12786.466797
	Iteration 30Q: 3 clusters Score -7583396 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -7583676.000000 Penalty: 12786.466797
	Iteration 31Q: 3 clusters Score -7583676 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -7584019.000000 Penalty: 12786.466797
	Iteration 32Q: 3 clusters Score -7584019 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -7584305.000000 Penalty: 12786.466797
	Iteration 33Q: 3 clusters Score -7584305 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -7584645.500000 Penalty: 12786.466797
	Iteration 34Q: 3 clusters Score -7584646 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -7585005.500000 Penalty: 12786.466797
	Iteration 35Q: 3 clusters Score -7585006 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -7585351.500000 Penalty: 12786.466797
	Iteration 36Q: 3 clusters Score -7585352 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -7585753.500000 Penalty: 12786.466797
	Iteration 37Q: 3 clusters Score -7585754 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -7586168.000000 Penalty: 12786.466797
	Iteration 38Q: 3 clusters Score -7586168 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 26800 members 
Entering Unmasked Estep 
Score: -7586492.500000 Penalty: 12786.466797
	Iteration 39Q: 3 clusters Score -7586492 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 27229 members 
Entering Unmasked Estep 
Score: -7586847.500000 Penalty: 12786.466797
	Iteration 40F: 3 clusters Score -7586848 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -7587110.000000 Penalty: 12786.466797
	Iteration 41Q: 3 clusters Score -7587110 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 27889 members 
Entering Unmasked Estep 
Score: -7587343.500000 Penalty: 12786.466797
	Iteration 42Q: 3 clusters Score -7587344 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 28134 members 
Entering Unmasked Estep 
Score: -7587543.500000 Penalty: 12786.466797
	Iteration 43Q: 3 clusters Score -7587544 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
Score: -7587664.000000 Penalty: 12786.466797
	Iteration 44Q: 3 clusters Score -7587664 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 28465 members 
Entering Unmasked Estep 
Score: -7587741.000000 Penalty: 12786.466797
	Iteration 45Q: 3 clusters Score -7587741 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 28585 members 
Entering Unmasked Estep 
Score: -7587811.000000 Penalty: 12786.466797
	Iteration 46Q: 3 clusters Score -7587811 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 28690 members 
Entering Unmasked Estep 
Score: -7587869.500000 Penalty: 12786.466797
	Iteration 47Q: 3 clusters Score -7587870 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 28785 members 
Entering Unmasked Estep 
Score: -7587895.500000 Penalty: 12786.466797
	Iteration 48Q: 3 clusters Score -7587896 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -7587905.500000 Penalty: 12786.466797
	Iteration 49Q: 3 clusters Score -7587906 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 28907 members 
Entering Unmasked Estep 
Score: -7587927.000000 Penalty: 12786.466797
	Iteration 50Q: 3 clusters Score -7587927 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 28954 members 
Entering Unmasked Estep 
Score: -7587953.500000 Penalty: 12786.466797
	Iteration 51Q: 3 clusters Score -7587954 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 28998 members 
Entering Unmasked Estep 
Score: -7587982.500000 Penalty: 12786.466797
	Iteration 52Q: 3 clusters Score -7587982 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 29047 members 
Entering Unmasked Estep 
Score: -7587999.000000 Penalty: 12786.466797
	Iteration 53Q: 3 clusters Score -7587999 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 29085 members 
Entering Unmasked Estep 
Score: -7587999.000000 Penalty: 12786.466797
	Iteration 54Q: 3 clusters Score -7587999 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 29117 members 
Entering Unmasked Estep 
Score: -7588004.500000 Penalty: 12786.466797
	Iteration 55Q: 3 clusters Score -7588004 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -7588017.000000 Penalty: 12786.466797
	Iteration 56Q: 3 clusters Score -7588017 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 29180 members 
Entering Unmasked Estep 
Score: -7588015.500000 Penalty: 12786.466797
	Iteration 57Q: 3 clusters Score -7588016 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 29203 members 
Entering Unmasked Estep 
Score: -7588028.500000 Penalty: 12786.466797
	Iteration 58Q: 3 clusters Score -7588028 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -7588046.000000 Penalty: 12786.466797
	Iteration 59Q: 3 clusters Score -7588046 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 29236 members 
Entering Unmasked Estep 
Score: -7588052.000000 Penalty: 12786.466797
	Iteration 60F: 3 clusters Score -7588052 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 29252 members 
Entering Unmasked Estep 
Score: -7588057.000000 Penalty: 12786.466797
	Iteration 61Q: 3 clusters Score -7588057 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 29266 members 
Entering Unmasked Estep 
Score: -7588063.000000 Penalty: 12786.466797
	Iteration 62Q: 3 clusters Score -7588063 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 29272 members 
Entering Unmasked Estep 
Score: -7588071.500000 Penalty: 12786.466797
	Iteration 63Q: 3 clusters Score -7588072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 29285 members 
Entering Unmasked Estep 
Score: -7588065.500000 Penalty: 12786.466797
	Iteration 64Q: 3 clusters Score -7588066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 29292 members 
Entering Unmasked Estep 
Score: -7588067.000000 Penalty: 12786.466797
	Iteration 65Q: 3 clusters Score -7588067 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 29297 members 
Entering Unmasked Estep 
Score: -7588079.000000 Penalty: 12786.466797
	Iteration 66Q: 3 clusters Score -7588079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 29304 members 
Entering Unmasked Estep 
Score: -7588067.500000 Penalty: 12786.466797
	Iteration 67Q: 3 clusters Score -7588068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 29309 members 
Entering Unmasked Estep 
Score: -7588082.500000 Penalty: 12786.466797
	Iteration 68Q: 3 clusters Score -7588082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 29319 members 
Entering Unmasked Estep 
Score: -7588068.000000 Penalty: 12786.466797
	Iteration 69Q: 3 clusters Score -7588068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 29330 members 
Entering Unmasked Estep 
Score: -7588076.500000 Penalty: 12786.466797
	Iteration 70Q: 3 clusters Score -7588076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -7588080.000000 Penalty: 12786.466797
	Iteration 71Q: 3 clusters Score -7588080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 29354 members 
Entering Unmasked Estep 
Score: -7588082.500000 Penalty: 12786.466797
	Iteration 72Q: 3 clusters Score -7588082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 29362 members 
Entering Unmasked Estep 
Score: -7588086.500000 Penalty: 12786.466797
	Iteration 73Q: 3 clusters Score -7588086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 29375 members 
Entering Unmasked Estep 
Score: -7588078.000000 Penalty: 12786.466797
	Iteration 74Q: 3 clusters Score -7588078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 29382 members 
Entering Unmasked Estep 
Score: -7588084.000000 Penalty: 12786.466797
	Iteration 75Q: 3 clusters Score -7588084 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 29386 members 
Entering Unmasked Estep 
Score: -7588080.000000 Penalty: 12786.466797
	Iteration 76Q: 3 clusters Score -7588080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -7588081.000000 Penalty: 12786.466797
	Iteration 77Q: 3 clusters Score -7588081 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 29406 members 
Entering Unmasked Estep 
Score: -7588079.000000 Penalty: 12786.466797
	Iteration 78Q: 3 clusters Score -7588079 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 29407 members 
Entering Unmasked Estep 
Score: -7588085.500000 Penalty: 12786.466797
	Iteration 79Q: 3 clusters Score -7588086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 29409 members 
Entering Unmasked Estep 
Score: -7588083.000000 Penalty: 12786.466797
	Iteration 80F: 3 clusters Score -7588083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 29414 members 
Entering Unmasked Estep 
Score: -7588078.000000 Penalty: 12786.466797
	Iteration 81Q: 3 clusters Score -7588078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 29418 members 
Entering Unmasked Estep 
Score: -7588083.000000 Penalty: 12786.466797
	Iteration 82Q: 3 clusters Score -7588083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 29419 members 
Entering Unmasked Estep 
Score: -7588087.500000 Penalty: 12786.466797
	Iteration 83Q: 3 clusters Score -7588088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 29422 members 
Entering Unmasked Estep 
Score: -7588095.000000 Penalty: 12786.466797
	Iteration 84Q: 3 clusters Score -7588095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 29423 members 
Entering Unmasked Estep 
Score: -7588099.500000 Penalty: 12786.466797
	Iteration 85Q: 3 clusters Score -7588100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 29423 members 
Entering Unmasked Estep 
Score: -7588099.500000 Penalty: 12786.466797
	Iteration 86F: 3 clusters Score -7588100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (20494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Entering Unmasked Estep 
Score: -4528167.500000 Penalty: 6080.830566
	Iteration 0F: 2 clusters Score -4528168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -4511238.500000 Penalty: 12161.661133
	Iteration 0F: 3 clusters Score -4511238 nChanged 8431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -4515975.000000 Penalty: 12161.661133
	Iteration 1F: 3 clusters Score -4515975 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -4516889.500000 Penalty: 12161.661133
	Iteration 2F: 3 clusters Score -4516890 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -4517611.500000 Penalty: 12161.661133
	Iteration 3F: 3 clusters Score -4517612 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -4518299.000000 Penalty: 12161.661133
	Iteration 4F: 3 clusters Score -4518299 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -4519153.500000 Penalty: 12161.661133
	Iteration 5F: 3 clusters Score -4519154 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -4520085.000000 Penalty: 12161.661133
	Iteration 6F: 3 clusters Score -4520085 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -4521039.500000 Penalty: 12161.661133
	Iteration 7F: 3 clusters Score -4521040 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -4521842.000000 Penalty: 12161.661133
	Iteration 8F: 3 clusters Score -4521842 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -4522399.000000 Penalty: 12161.661133
	Iteration 9Q: 3 clusters Score -4522399 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -4522798.000000 Penalty: 12161.661133
	Iteration 10Q: 3 clusters Score -4522798 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -4523037.500000 Penalty: 12161.661133
	Iteration 11Q: 3 clusters Score -4523038 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -4523269.500000 Penalty: 12161.661133
	Iteration 12Q: 3 clusters Score -4523270 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -4523432.500000 Penalty: 12161.661133
	Iteration 13Q: 3 clusters Score -4523432 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -4523557.500000 Penalty: 12161.661133
	Iteration 14Q: 3 clusters Score -4523558 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -4523680.500000 Penalty: 12161.661133
	Iteration 15Q: 3 clusters Score -4523680 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -4523818.000000 Penalty: 12161.661133
	Iteration 16Q: 3 clusters Score -4523818 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -4523894.000000 Penalty: 12161.661133
	Iteration 17Q: 3 clusters Score -4523894 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -4523984.000000 Penalty: 12161.661133
	Iteration 18Q: 3 clusters Score -4523984 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -4524057.000000 Penalty: 12161.661133
	Iteration 19Q: 3 clusters Score -4524057 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -4524116.000000 Penalty: 12161.661133
	Iteration 20F: 3 clusters Score -4524116 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -4524178.500000 Penalty: 12161.661133
	Iteration 21Q: 3 clusters Score -4524178 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -4524258.000000 Penalty: 12161.661133
	Iteration 22Q: 3 clusters Score -4524258 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -4524322.000000 Penalty: 12161.661133
	Iteration 23Q: 3 clusters Score -4524322 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -4524344.000000 Penalty: 12161.661133
	Iteration 24Q: 3 clusters Score -4524344 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -4524367.000000 Penalty: 12161.661133
	Iteration 25Q: 3 clusters Score -4524367 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -4524402.000000 Penalty: 12161.661133
	Iteration 26Q: 3 clusters Score -4524402 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -4524427.500000 Penalty: 12161.661133
	Iteration 27Q: 3 clusters Score -4524428 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -4524440.500000 Penalty: 12161.661133
	Iteration 28Q: 3 clusters Score -4524440 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -4524464.000000 Penalty: 12161.661133
	Iteration 29Q: 3 clusters Score -4524464 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -4524476.000000 Penalty: 12161.661133
	Iteration 30Q: 3 clusters Score -4524476 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -4524486.000000 Penalty: 12161.661133
	Iteration 31Q: 3 clusters Score -4524486 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -4524500.000000 Penalty: 12161.661133
	Iteration 32Q: 3 clusters Score -4524500 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -4524508.500000 Penalty: 12161.661133
	Iteration 33Q: 3 clusters Score -4524508 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -4524514.000000 Penalty: 12161.661133
	Iteration 34Q: 3 clusters Score -4524514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -4524517.500000 Penalty: 12161.661133
	Iteration 35Q: 3 clusters Score -4524518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -4524531.500000 Penalty: 12161.661133
	Iteration 36Q: 3 clusters Score -4524532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -4524530.500000 Penalty: 12161.661133
	Iteration 37Q: 3 clusters Score -4524530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -4524533.000000 Penalty: 12161.661133
	Iteration 38Q: 3 clusters Score -4524533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -4524536.500000 Penalty: 12161.661133
	Iteration 39Q: 3 clusters Score -4524536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -4524532.500000 Penalty: 12161.661133
	Iteration 40F: 3 clusters Score -4524532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -4524529.500000 Penalty: 12161.661133
	Iteration 41Q: 3 clusters Score -4524530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -4524543.500000 Penalty: 12161.661133
	Iteration 42Q: 3 clusters Score -4524544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -4524551.000000 Penalty: 12161.661133
	Iteration 43Q: 3 clusters Score -4524551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -4524547.000000 Penalty: 12161.661133
	Iteration 44Q: 3 clusters Score -4524547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -4524540.000000 Penalty: 12161.661133
	Iteration 45Q: 3 clusters Score -4524540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -4524545.000000 Penalty: 12161.661133
	Iteration 46Q: 3 clusters Score -4524545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -4524541.500000 Penalty: 12161.661133
	Iteration 47Q: 3 clusters Score -4524542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -4524546.000000 Penalty: 12161.661133
	Iteration 48Q: 3 clusters Score -4524546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -4524543.000000 Penalty: 12161.661133
	Iteration 49Q: 3 clusters Score -4524543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -4524551.500000 Penalty: 12161.661133
	Iteration 50Q: 3 clusters Score -4524552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -4524546.000000 Penalty: 12161.661133
	Iteration 51Q: 3 clusters Score -4524546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -4524552.500000 Penalty: 12161.661133
	Iteration 52Q: 3 clusters Score -4524552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -4524558.500000 Penalty: 12161.661133
	Iteration 53Q: 3 clusters Score -4524558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -4524555.000000 Penalty: 12161.661133
	Iteration 54Q: 3 clusters Score -4524555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -4524548.500000 Penalty: 12161.661133
	Iteration 55Q: 3 clusters Score -4524548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -4524548.500000 Penalty: 12161.661133
	Iteration 56Q: 3 clusters Score -4524548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -4524547.000000 Penalty: 12161.661133
	Iteration 57Q: 3 clusters Score -4524547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -4524547.000000 Penalty: 12161.661133
	Iteration 58Q: 3 clusters Score -4524547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -4524549.500000 Penalty: 12161.661133
	Iteration 59Q: 3 clusters Score -4524550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -4524547.500000 Penalty: 12161.661133
	Iteration 60F: 3 clusters Score -4524548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -4524553.000000 Penalty: 12161.661133
	Iteration 61Q: 3 clusters Score -4524553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -4524557.000000 Penalty: 12161.661133
	Iteration 62Q: 3 clusters Score -4524557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -4524559.000000 Penalty: 12161.661133
	Iteration 63Q: 3 clusters Score -4524559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -4524556.000000 Penalty: 12161.661133
	Iteration 64Q: 3 clusters Score -4524556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -4524559.500000 Penalty: 12161.661133
	Iteration 65Q: 3 clusters Score -4524560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -4524556.500000 Penalty: 12161.661133
	Iteration 66Q: 3 clusters Score -4524556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -4524555.500000 Penalty: 12161.661133
	Iteration 67Q: 3 clusters Score -4524556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -4524554.500000 Penalty: 12161.661133
	Iteration 68Q: 3 clusters Score -4524554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -4524556.000000 Penalty: 12161.661133
	Iteration 69Q: 3 clusters Score -4524556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -4524563.000000 Penalty: 12161.661133
	Iteration 70Q: 3 clusters Score -4524563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -4524558.000000 Penalty: 12161.661133
	Iteration 71Q: 3 clusters Score -4524558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -4524560.000000 Penalty: 12161.661133
	Iteration 72Q: 3 clusters Score -4524560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -4524562.000000 Penalty: 12161.661133
	Iteration 73Q: 3 clusters Score -4524562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -4524559.500000 Penalty: 12161.661133
	Iteration 74Q: 3 clusters Score -4524560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -4524557.500000 Penalty: 12161.661133
	Iteration 75Q: 3 clusters Score -4524558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -4524550.000000 Penalty: 12161.661133
	Iteration 76Q: 3 clusters Score -4524550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -4524550.000000 Penalty: 12161.661133
	Iteration 77F: 3 clusters Score -4524550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Entering Unmasked Estep 
Score: -224427.343750 Penalty: 4300.960449
	Iteration 0F: 2 clusters Score -224427.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -220189.968750 Penalty: 8601.920898
	Iteration 0F: 3 clusters Score -220190 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -220679.031250 Penalty: 8601.920898
	Iteration 1F: 3 clusters Score -220679 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -220914.562500 Penalty: 8601.920898
	Iteration 2F: 3 clusters Score -220914.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -221079.546875 Penalty: 8601.920898
	Iteration 3Q: 3 clusters Score -221079.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -221307.125000 Penalty: 8601.920898
	Iteration 4Q: 3 clusters Score -221307.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -221526.343750 Penalty: 8601.920898
	Iteration 5Q: 3 clusters Score -221526.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -221745.062500 Penalty: 8601.920898
	Iteration 6Q: 3 clusters Score -221745.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -221892.750000 Penalty: 8601.920898
	Iteration 7Q: 3 clusters Score -221892.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -222079.500000 Penalty: 8601.920898
	Iteration 8Q: 3 clusters Score -222079.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -222264.140625 Penalty: 8601.920898
	Iteration 9Q: 3 clusters Score -222264.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -222391.093750 Penalty: 8601.920898
	Iteration 10Q: 3 clusters Score -222391.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -222457.203125 Penalty: 8601.920898
	Iteration 11Q: 3 clusters Score -222457.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -222527.343750 Penalty: 8601.920898
	Iteration 12Q: 3 clusters Score -222527.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -222594.546875 Penalty: 8601.920898
	Iteration 13Q: 3 clusters Score -222594.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -222665.421875 Penalty: 8601.920898
	Iteration 14Q: 3 clusters Score -222665.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -222724.093750 Penalty: 8601.920898
	Iteration 15Q: 3 clusters Score -222724.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -222755.875000 Penalty: 8601.920898
	Iteration 16Q: 3 clusters Score -222755.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -222763.578125 Penalty: 8601.920898
	Iteration 17Q: 3 clusters Score -222763.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -222763.578125 Penalty: 8601.920898
	Iteration 18F: 3 clusters Score -222763.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18119 members 
Mstep: Class 3 contains 18185 members 
Mstep: Class 4 contains 63370 members 
Mstep: Class 5 contains 52664 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71736 members 
Mstep: Class 8 contains 20071 members 
Mstep: Class 9 contains 36299 members 
Mstep: Class 10 contains 32893 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 6000 members 
Mstep: Class 13 contains 966 members 
Mstep: Class 14 contains 67480 members 
Mstep: Class 15 contains 1277 members 
Mstep: Class 16 contains 48354 members 
Mstep: Class 17 contains 12049 members 
Mstep: Class 18 contains 28330 members 
Mstep: Class 19 contains 28825 members 
Mstep: Class 20 contains 4175 members 
Mstep: Class 21 contains 145048 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2090 members 
Mstep: Class 24 contains 34130 members 
Mstep: Class 25 contains 20494 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293408.000000 Penalty: 214727.484375
Iteration 79Q: 27 clusters Score -1.572934e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18114 members 
Mstep: Class 3 contains 18185 members 
Mstep: Class 4 contains 63370 members 
Mstep: Class 5 contains 52675 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71738 members 
Mstep: Class 8 contains 20072 members 
Mstep: Class 9 contains 36299 members 
Mstep: Class 10 contains 32893 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 6000 members 
Mstep: Class 13 contains 966 members 
Mstep: Class 14 contains 67480 members 
Mstep: Class 15 contains 1276 members 
Mstep: Class 16 contains 48356 members 
Mstep: Class 17 contains 12049 members 
Mstep: Class 18 contains 28315 members 
Mstep: Class 19 contains 28825 members 
Mstep: Class 20 contains 4175 members 
Mstep: Class 21 contains 145054 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2090 members 
Mstep: Class 24 contains 34131 members 
Mstep: Class 25 contains 20492 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293376.000000 Penalty: 214727.484375
Iteration 80F: 27 clusters Score -1.572934e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18105 members 
Mstep: Class 3 contains 18185 members 
Mstep: Class 4 contains 63370 members 
Mstep: Class 5 contains 52687 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71739 members 
Mstep: Class 8 contains 20071 members 
Mstep: Class 9 contains 36299 members 
Mstep: Class 10 contains 32895 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 6000 members 
Mstep: Class 13 contains 966 members 
Mstep: Class 14 contains 67479 members 
Mstep: Class 15 contains 1274 members 
Mstep: Class 16 contains 48356 members 
Mstep: Class 17 contains 12049 members 
Mstep: Class 18 contains 28304 members 
Mstep: Class 19 contains 28825 members 
Mstep: Class 20 contains 4173 members 
Mstep: Class 21 contains 145066 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2090 members 
Mstep: Class 24 contains 34132 members 
Mstep: Class 25 contains 20490 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293520.000000 Penalty: 214727.484375
Iteration 81Q: 27 clusters Score -1.572935e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18100 members 
Mstep: Class 3 contains 18185 members 
Mstep: Class 4 contains 63370 members 
Mstep: Class 5 contains 52701 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71739 members 
Mstep: Class 8 contains 20072 members 
Mstep: Class 9 contains 36299 members 
Mstep: Class 10 contains 32895 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 6000 members 
Mstep: Class 13 contains 966 members 
Mstep: Class 14 contains 67480 members 
Mstep: Class 15 contains 1274 members 
Mstep: Class 16 contains 48356 members 
Mstep: Class 17 contains 12049 members 
Mstep: Class 18 contains 28296 members 
Mstep: Class 19 contains 28825 members 
Mstep: Class 20 contains 4171 members 
Mstep: Class 21 contains 145066 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2090 members 
Mstep: Class 24 contains 34133 members 
Mstep: Class 25 contains 20488 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293488.000000 Penalty: 214727.484375
Iteration 82Q: 27 clusters Score -1.572935e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18098 members 
Mstep: Class 3 contains 18185 members 
Mstep: Class 4 contains 63370 members 
Mstep: Class 5 contains 52708 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71739 members 
Mstep: Class 8 contains 20072 members 
Mstep: Class 9 contains 36300 members 
Mstep: Class 10 contains 32894 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 6000 members 
Mstep: Class 13 contains 966 members 
Mstep: Class 14 contains 67481 members 
Mstep: Class 15 contains 1274 members 
Mstep: Class 16 contains 48354 members 
Mstep: Class 17 contains 12049 members 
Mstep: Class 18 contains 28290 members 
Mstep: Class 19 contains 28825 members 
Mstep: Class 20 contains 4170 members 
Mstep: Class 21 contains 145066 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2090 members 
Mstep: Class 24 contains 34136 members 
Mstep: Class 25 contains 20488 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293552.000000 Penalty: 214727.484375
Iteration 83Q: 27 clusters Score -1.572936e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18093 members 
Mstep: Class 3 contains 18185 members 
Mstep: Class 4 contains 63370 members 
Mstep: Class 5 contains 52716 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71739 members 
Mstep: Class 8 contains 20072 members 
Mstep: Class 9 contains 36301 members 
Mstep: Class 10 contains 32897 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 6000 members 
Mstep: Class 13 contains 966 members 
Mstep: Class 14 contains 67481 members 
Mstep: Class 15 contains 1274 members 
Mstep: Class 16 contains 48355 members 
Mstep: Class 17 contains 12049 members 
Mstep: Class 18 contains 28284 members 
Mstep: Class 19 contains 28825 members 
Mstep: Class 20 contains 4169 members 
Mstep: Class 21 contains 145069 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2089 members 
Mstep: Class 24 contains 34134 members 
Mstep: Class 25 contains 20487 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293552.000000 Penalty: 214727.484375
Iteration 84Q: 27 clusters Score -1.572936e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18091 members 
Mstep: Class 3 contains 18184 members 
Mstep: Class 4 contains 63369 members 
Mstep: Class 5 contains 52722 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71738 members 
Mstep: Class 8 contains 20072 members 
Mstep: Class 9 contains 36302 members 
Mstep: Class 10 contains 32899 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 6000 members 
Mstep: Class 13 contains 966 members 
Mstep: Class 14 contains 67481 members 
Mstep: Class 15 contains 1274 members 
Mstep: Class 16 contains 48356 members 
Mstep: Class 17 contains 12049 members 
Mstep: Class 18 contains 28279 members 
Mstep: Class 19 contains 28825 members 
Mstep: Class 20 contains 4169 members 
Mstep: Class 21 contains 145070 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2089 members 
Mstep: Class 24 contains 34133 members 
Mstep: Class 25 contains 20487 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293632.000000 Penalty: 214727.484375
Iteration 85Q: 27 clusters Score -1.572936e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18089 members 
Mstep: Class 3 contains 18181 members 
Mstep: Class 4 contains 63369 members 
Mstep: Class 5 contains 52726 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71738 members 
Mstep: Class 8 contains 20071 members 
Mstep: Class 9 contains 36302 members 
Mstep: Class 10 contains 32899 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 6000 members 
Mstep: Class 13 contains 966 members 
Mstep: Class 14 contains 67482 members 
Mstep: Class 15 contains 1273 members 
Mstep: Class 16 contains 48358 members 
Mstep: Class 17 contains 12049 members 
Mstep: Class 18 contains 28275 members 
Mstep: Class 19 contains 28825 members 
Mstep: Class 20 contains 4169 members 
Mstep: Class 21 contains 145074 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2089 members 
Mstep: Class 24 contains 34133 members 
Mstep: Class 25 contains 20487 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293728.000000 Penalty: 214727.484375
Iteration 86Q: 27 clusters Score -1.572937e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18085 members 
Mstep: Class 3 contains 18180 members 
Mstep: Class 4 contains 63369 members 
Mstep: Class 5 contains 52734 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71738 members 
Mstep: Class 8 contains 20071 members 
Mstep: Class 9 contains 36302 members 
Mstep: Class 10 contains 32899 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 6000 members 
Mstep: Class 13 contains 966 members 
Mstep: Class 14 contains 67482 members 
Mstep: Class 15 contains 1273 members 
Mstep: Class 16 contains 48358 members 
Mstep: Class 17 contains 12049 members 
Mstep: Class 18 contains 28271 members 
Mstep: Class 19 contains 28825 members 
Mstep: Class 20 contains 4169 members 
Mstep: Class 21 contains 145074 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2089 members 
Mstep: Class 24 contains 34135 members 
Mstep: Class 25 contains 20486 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293664.000000 Penalty: 214727.484375
Iteration 87Q: 27 clusters Score -1.572937e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18078 members 
Mstep: Class 3 contains 18180 members 
Mstep: Class 4 contains 63369 members 
Mstep: Class 5 contains 52747 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71738 members 
Mstep: Class 8 contains 20073 members 
Mstep: Class 9 contains 36303 members 
Mstep: Class 10 contains 32898 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 6000 members 
Mstep: Class 13 contains 966 members 
Mstep: Class 14 contains 67482 members 
Mstep: Class 15 contains 1273 members 
Mstep: Class 16 contains 48358 members 
Mstep: Class 17 contains 12049 members 
Mstep: Class 18 contains 28268 members 
Mstep: Class 19 contains 28825 members 
Mstep: Class 20 contains 4169 members 
Mstep: Class 21 contains 145069 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2089 members 
Mstep: Class 24 contains 34137 members 
Mstep: Class 25 contains 20484 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293664.000000 Penalty: 214727.484375
Iteration 88Q: 27 clusters Score -1.572937e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18072 members 
Mstep: Class 3 contains 18181 members 
Mstep: Class 4 contains 63370 members 
Mstep: Class 5 contains 52760 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71739 members 
Mstep: Class 8 contains 20073 members 
Mstep: Class 9 contains 36303 members 
Mstep: Class 10 contains 32897 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 6000 members 
Mstep: Class 13 contains 966 members 
Mstep: Class 14 contains 67482 members 
Mstep: Class 15 contains 1273 members 
Mstep: Class 16 contains 48358 members 
Mstep: Class 17 contains 12049 members 
Mstep: Class 18 contains 28264 members 
Mstep: Class 19 contains 28825 members 
Mstep: Class 20 contains 4169 members 
Mstep: Class 21 contains 145064 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2089 members 
Mstep: Class 24 contains 34137 members 
Mstep: Class 25 contains 20484 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293712.000000 Penalty: 214727.484375
Iteration 89Q: 27 clusters Score -1.572937e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18068 members 
Mstep: Class 3 contains 18183 members 
Mstep: Class 4 contains 63370 members 
Mstep: Class 5 contains 52781 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71740 members 
Mstep: Class 8 contains 20072 members 
Mstep: Class 9 contains 36303 members 
Mstep: Class 10 contains 32896 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 6000 members 
Mstep: Class 13 contains 966 members 
Mstep: Class 14 contains 67482 members 
Mstep: Class 15 contains 1273 members 
Mstep: Class 16 contains 48357 members 
Mstep: Class 17 contains 12049 members 
Mstep: Class 18 contains 28261 members 
Mstep: Class 19 contains 28825 members 
Mstep: Class 20 contains 4169 members 
Mstep: Class 21 contains 145052 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2089 members 
Mstep: Class 24 contains 34137 members 
Mstep: Class 25 contains 20482 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293664.000000 Penalty: 214727.484375
Iteration 90Q: 27 clusters Score -1.572937e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18067 members 
Mstep: Class 3 contains 18184 members 
Mstep: Class 4 contains 63370 members 
Mstep: Class 5 contains 52793 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71740 members 
Mstep: Class 8 contains 20072 members 
Mstep: Class 9 contains 36304 members 
Mstep: Class 10 contains 32898 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 5999 members 
Mstep: Class 13 contains 966 members 
Mstep: Class 14 contains 67481 members 
Mstep: Class 15 contains 1273 members 
Mstep: Class 16 contains 48357 members 
Mstep: Class 17 contains 12049 members 
Mstep: Class 18 contains 28256 members 
Mstep: Class 19 contains 28825 members 
Mstep: Class 20 contains 4168 members 
Mstep: Class 21 contains 145044 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2089 members 
Mstep: Class 24 contains 34139 members 
Mstep: Class 25 contains 20481 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293600.000000 Penalty: 214727.484375
Iteration 91Q: 27 clusters Score -1.572936e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18065 members 
Mstep: Class 3 contains 18184 members 
Mstep: Class 4 contains 63370 members 
Mstep: Class 5 contains 52804 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71740 members 
Mstep: Class 8 contains 20072 members 
Mstep: Class 9 contains 36305 members 
Mstep: Class 10 contains 32898 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 5999 members 
Mstep: Class 13 contains 966 members 
Mstep: Class 14 contains 67481 members 
Mstep: Class 15 contains 1273 members 
Mstep: Class 16 contains 48356 members 
Mstep: Class 17 contains 12049 members 
Mstep: Class 18 contains 28252 members 
Mstep: Class 19 contains 28826 members 
Mstep: Class 20 contains 4168 members 
Mstep: Class 21 contains 145038 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2089 members 
Mstep: Class 24 contains 34139 members 
Mstep: Class 25 contains 20481 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293600.000000 Penalty: 214727.484375
Iteration 92Q: 27 clusters Score -1.572936e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18064 members 
Mstep: Class 3 contains 18184 members 
Mstep: Class 4 contains 63370 members 
Mstep: Class 5 contains 52816 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71740 members 
Mstep: Class 8 contains 20072 members 
Mstep: Class 9 contains 36305 members 
Mstep: Class 10 contains 32899 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 5999 members 
Mstep: Class 13 contains 966 members 
Mstep: Class 14 contains 67479 members 
Mstep: Class 15 contains 1273 members 
Mstep: Class 16 contains 48355 members 
Mstep: Class 17 contains 12049 members 
Mstep: Class 18 contains 28246 members 
Mstep: Class 19 contains 28829 members 
Mstep: Class 20 contains 4168 members 
Mstep: Class 21 contains 145035 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2089 members 
Mstep: Class 24 contains 34139 members 
Mstep: Class 25 contains 20478 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293680.000000 Penalty: 214727.484375
Iteration 93Q: 27 clusters Score -1.572937e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18065 members 
Mstep: Class 3 contains 18184 members 
Mstep: Class 4 contains 63369 members 
Mstep: Class 5 contains 52831 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71741 members 
Mstep: Class 8 contains 20072 members 
Mstep: Class 9 contains 36305 members 
Mstep: Class 10 contains 32901 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 5999 members 
Mstep: Class 13 contains 966 members 
Mstep: Class 14 contains 67473 members 
Mstep: Class 15 contains 1273 members 
Mstep: Class 16 contains 48354 members 
Mstep: Class 17 contains 12049 members 
Mstep: Class 18 contains 28244 members 
Mstep: Class 19 contains 28834 members 
Mstep: Class 20 contains 4168 members 
Mstep: Class 21 contains 145026 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2089 members 
Mstep: Class 24 contains 34140 members 
Mstep: Class 25 contains 20472 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293504.000000 Penalty: 214727.484375
Iteration 94Q: 27 clusters Score -1.572935e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18063 members 
Mstep: Class 3 contains 18184 members 
Mstep: Class 4 contains 63369 members 
Mstep: Class 5 contains 52847 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71741 members 
Mstep: Class 8 contains 20072 members 
Mstep: Class 9 contains 36306 members 
Mstep: Class 10 contains 32902 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 5999 members 
Mstep: Class 13 contains 966 members 
Mstep: Class 14 contains 67470 members 
Mstep: Class 15 contains 1273 members 
Mstep: Class 16 contains 48355 members 
Mstep: Class 17 contains 12049 members 
Mstep: Class 18 contains 28242 members 
Mstep: Class 19 contains 28837 members 
Mstep: Class 20 contains 4168 members 
Mstep: Class 21 contains 145017 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2089 members 
Mstep: Class 24 contains 34140 members 
Mstep: Class 25 contains 20466 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293456.000000 Penalty: 214727.484375
Iteration 95Q: 27 clusters Score -1.572935e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18062 members 
Mstep: Class 3 contains 18184 members 
Mstep: Class 4 contains 63369 members 
Mstep: Class 5 contains 52860 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71741 members 
Mstep: Class 8 contains 20071 members 
Mstep: Class 9 contains 36307 members 
Mstep: Class 10 contains 32902 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 5999 members 
Mstep: Class 13 contains 966 members 
Mstep: Class 14 contains 67469 members 
Mstep: Class 15 contains 1273 members 
Mstep: Class 16 contains 48355 members 
Mstep: Class 17 contains 12049 members 
Mstep: Class 18 contains 28239 members 
Mstep: Class 19 contains 28838 members 
Mstep: Class 20 contains 4168 members 
Mstep: Class 21 contains 145012 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2089 members 
Mstep: Class 24 contains 34141 members 
Mstep: Class 25 contains 20461 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293600.000000 Penalty: 214727.484375
Iteration 96Q: 27 clusters Score -1.572936e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18062 members 
Mstep: Class 3 contains 18183 members 
Mstep: Class 4 contains 63369 members 
Mstep: Class 5 contains 52874 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71741 members 
Mstep: Class 8 contains 20070 members 
Mstep: Class 9 contains 36307 members 
Mstep: Class 10 contains 32902 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 5999 members 
Mstep: Class 13 contains 966 members 
Mstep: Class 14 contains 67469 members 
Mstep: Class 15 contains 1273 members 
Mstep: Class 16 contains 48355 members 
Mstep: Class 17 contains 12049 members 
Mstep: Class 18 contains 28238 members 
Mstep: Class 19 contains 28839 members 
Mstep: Class 20 contains 4168 members 
Mstep: Class 21 contains 145002 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2089 members 
Mstep: Class 24 contains 34143 members 
Mstep: Class 25 contains 20457 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293584.000000 Penalty: 214727.484375
Iteration 97Q: 27 clusters Score -1.572936e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18063 members 
Mstep: Class 3 contains 18183 members 
Mstep: Class 4 contains 63368 members 
Mstep: Class 5 contains 52882 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71741 members 
Mstep: Class 8 contains 20070 members 
Mstep: Class 9 contains 36307 members 
Mstep: Class 10 contains 32902 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 5999 members 
Mstep: Class 13 contains 966 members 
Mstep: Class 14 contains 67470 members 
Mstep: Class 15 contains 1272 members 
Mstep: Class 16 contains 48354 members 
Mstep: Class 17 contains 12049 members 
Mstep: Class 18 contains 28234 members 
Mstep: Class 19 contains 28839 members 
Mstep: Class 20 contains 4168 members 
Mstep: Class 21 contains 145000 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2089 members 
Mstep: Class 24 contains 34143 members 
Mstep: Class 25 contains 20456 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293616.000000 Penalty: 214727.484375
Iteration 98Q: 27 clusters Score -1.572936e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18063 members 
Mstep: Class 3 contains 18183 members 
Mstep: Class 4 contains 63368 members 
Mstep: Class 5 contains 52887 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71742 members 
Mstep: Class 8 contains 20069 members 
Mstep: Class 9 contains 36307 members 
Mstep: Class 10 contains 32901 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 5999 members 
Mstep: Class 13 contains 966 members 
Mstep: Class 14 contains 67470 members 
Mstep: Class 15 contains 1271 members 
Mstep: Class 16 contains 48355 members 
Mstep: Class 17 contains 12049 members 
Mstep: Class 18 contains 28231 members 
Mstep: Class 19 contains 28839 members 
Mstep: Class 20 contains 4168 members 
Mstep: Class 21 contains 145000 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2089 members 
Mstep: Class 24 contains 34142 members 
Mstep: Class 25 contains 20456 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293680.000000 Penalty: 214727.484375
Iteration 99Q: 27 clusters Score -1.572937e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18063 members 
Mstep: Class 3 contains 18183 members 
Mstep: Class 4 contains 63368 members 
Mstep: Class 5 contains 52893 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71742 members 
Mstep: Class 8 contains 20069 members 
Mstep: Class 9 contains 36307 members 
Mstep: Class 10 contains 32900 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 5999 members 
Mstep: Class 13 contains 966 members 
Mstep: Class 14 contains 67470 members 
Mstep: Class 15 contains 1269 members 
Mstep: Class 16 contains 48355 members 
Mstep: Class 17 contains 12049 members 
Mstep: Class 18 contains 28227 members 
Mstep: Class 19 contains 28839 members 
Mstep: Class 20 contains 4168 members 
Mstep: Class 21 contains 145001 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2089 members 
Mstep: Class 24 contains 34142 members 
Mstep: Class 25 contains 20456 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293600.000000 Penalty: 214727.484375
Iteration 100F: 27 clusters Score -1.572936e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18063 members 
Mstep: Class 3 contains 18183 members 
Mstep: Class 4 contains 63368 members 
Mstep: Class 5 contains 52896 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71742 members 
Mstep: Class 8 contains 20069 members 
Mstep: Class 9 contains 36307 members 
Mstep: Class 10 contains 32900 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 5999 members 
Mstep: Class 13 contains 966 members 
Mstep: Class 14 contains 67470 members 
Mstep: Class 15 contains 1268 members 
Mstep: Class 16 contains 48354 members 
Mstep: Class 17 contains 12049 members 
Mstep: Class 18 contains 28222 members 
Mstep: Class 19 contains 28840 members 
Mstep: Class 20 contains 4168 members 
Mstep: Class 21 contains 145004 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2089 members 
Mstep: Class 24 contains 34142 members 
Mstep: Class 25 contains 20456 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293664.000000 Penalty: 214727.484375
Iteration 101Q: 27 clusters Score -1.572937e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18063 members 
Mstep: Class 3 contains 18183 members 
Mstep: Class 4 contains 63368 members 
Mstep: Class 5 contains 52899 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71742 members 
Mstep: Class 8 contains 20069 members 
Mstep: Class 9 contains 36307 members 
Mstep: Class 10 contains 32900 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 5999 members 
Mstep: Class 13 contains 966 members 
Mstep: Class 14 contains 67470 members 
Mstep: Class 15 contains 1265 members 
Mstep: Class 16 contains 48354 members 
Mstep: Class 17 contains 12049 members 
Mstep: Class 18 contains 28220 members 
Mstep: Class 19 contains 28841 members 
Mstep: Class 20 contains 4168 members 
Mstep: Class 21 contains 145005 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2089 members 
Mstep: Class 24 contains 34142 members 
Mstep: Class 25 contains 20456 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293600.000000 Penalty: 214727.484375
Iteration 102Q: 27 clusters Score -1.572936e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18063 members 
Mstep: Class 3 contains 18183 members 
Mstep: Class 4 contains 63368 members 
Mstep: Class 5 contains 52903 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71743 members 
Mstep: Class 8 contains 20069 members 
Mstep: Class 9 contains 36307 members 
Mstep: Class 10 contains 32900 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 5999 members 
Mstep: Class 13 contains 965 members 
Mstep: Class 14 contains 67472 members 
Mstep: Class 15 contains 1264 members 
Mstep: Class 16 contains 48352 members 
Mstep: Class 17 contains 12049 members 
Mstep: Class 18 contains 28215 members 
Mstep: Class 19 contains 28841 members 
Mstep: Class 20 contains 4168 members 
Mstep: Class 21 contains 145009 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2088 members 
Mstep: Class 24 contains 34142 members 
Mstep: Class 25 contains 20455 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293760.000000 Penalty: 214727.484375
Iteration 103Q: 27 clusters Score -1.572938e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18062 members 
Mstep: Class 3 contains 18183 members 
Mstep: Class 4 contains 63368 members 
Mstep: Class 5 contains 52914 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71743 members 
Mstep: Class 8 contains 20068 members 
Mstep: Class 9 contains 36307 members 
Mstep: Class 10 contains 32900 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 5999 members 
Mstep: Class 13 contains 965 members 
Mstep: Class 14 contains 67474 members 
Mstep: Class 15 contains 1261 members 
Mstep: Class 16 contains 48348 members 
Mstep: Class 17 contains 12049 members 
Mstep: Class 18 contains 28213 members 
Mstep: Class 19 contains 28842 members 
Mstep: Class 20 contains 4168 members 
Mstep: Class 21 contains 145010 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2087 members 
Mstep: Class 24 contains 34142 members 
Mstep: Class 25 contains 20452 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293696.000000 Penalty: 214727.484375
Iteration 104Q: 27 clusters Score -1.572937e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18062 members 
Mstep: Class 3 contains 18181 members 
Mstep: Class 4 contains 63368 members 
Mstep: Class 5 contains 52929 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71744 members 
Mstep: Class 8 contains 20068 members 
Mstep: Class 9 contains 36307 members 
Mstep: Class 10 contains 32901 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 5999 members 
Mstep: Class 13 contains 965 members 
Mstep: Class 14 contains 67475 members 
Mstep: Class 15 contains 1259 members 
Mstep: Class 16 contains 48346 members 
Mstep: Class 17 contains 12049 members 
Mstep: Class 18 contains 28209 members 
Mstep: Class 19 contains 28843 members 
Mstep: Class 20 contains 4168 members 
Mstep: Class 21 contains 145002 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2086 members 
Mstep: Class 24 contains 34142 members 
Mstep: Class 25 contains 20452 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293696.000000 Penalty: 214727.484375
Iteration 105Q: 27 clusters Score -1.572937e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18061 members 
Mstep: Class 3 contains 18181 members 
Mstep: Class 4 contains 63368 members 
Mstep: Class 5 contains 52939 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71743 members 
Mstep: Class 8 contains 20069 members 
Mstep: Class 9 contains 36307 members 
Mstep: Class 10 contains 32901 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 5999 members 
Mstep: Class 13 contains 965 members 
Mstep: Class 14 contains 67475 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 48345 members 
Mstep: Class 17 contains 12049 members 
Mstep: Class 18 contains 28202 members 
Mstep: Class 19 contains 28844 members 
Mstep: Class 20 contains 4168 members 
Mstep: Class 21 contains 145001 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2086 members 
Mstep: Class 24 contains 34142 members 
Mstep: Class 25 contains 20452 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293664.000000 Penalty: 214727.484375
Iteration 106Q: 27 clusters Score -1.572937e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18059 members 
Mstep: Class 3 contains 18181 members 
Mstep: Class 4 contains 63368 members 
Mstep: Class 5 contains 52951 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71743 members 
Mstep: Class 8 contains 20070 members 
Mstep: Class 9 contains 36307 members 
Mstep: Class 10 contains 32900 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 5999 members 
Mstep: Class 13 contains 965 members 
Mstep: Class 14 contains 67475 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 48344 members 
Mstep: Class 17 contains 12049 members 
Mstep: Class 18 contains 28200 members 
Mstep: Class 19 contains 28844 members 
Mstep: Class 20 contains 4168 members 
Mstep: Class 21 contains 144995 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2086 members 
Mstep: Class 24 contains 34141 members 
Mstep: Class 25 contains 20452 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293632.000000 Penalty: 214727.484375
Iteration 107Q: 27 clusters Score -1.572936e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18057 members 
Mstep: Class 3 contains 18181 members 
Mstep: Class 4 contains 63368 members 
Mstep: Class 5 contains 52958 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71743 members 
Mstep: Class 8 contains 20070 members 
Mstep: Class 9 contains 36307 members 
Mstep: Class 10 contains 32900 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 5999 members 
Mstep: Class 13 contains 965 members 
Mstep: Class 14 contains 67475 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 48344 members 
Mstep: Class 17 contains 12049 members 
Mstep: Class 18 contains 28195 members 
Mstep: Class 19 contains 28845 members 
Mstep: Class 20 contains 4168 members 
Mstep: Class 21 contains 144993 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2086 members 
Mstep: Class 24 contains 34142 members 
Mstep: Class 25 contains 20452 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293632.000000 Penalty: 214727.484375
Iteration 108Q: 27 clusters Score -1.572936e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18056 members 
Mstep: Class 3 contains 18181 members 
Mstep: Class 4 contains 63368 members 
Mstep: Class 5 contains 52963 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71743 members 
Mstep: Class 8 contains 20070 members 
Mstep: Class 9 contains 36307 members 
Mstep: Class 10 contains 32900 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 5999 members 
Mstep: Class 13 contains 965 members 
Mstep: Class 14 contains 67475 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 48343 members 
Mstep: Class 17 contains 12049 members 
Mstep: Class 18 contains 28188 members 
Mstep: Class 19 contains 28845 members 
Mstep: Class 20 contains 4168 members 
Mstep: Class 21 contains 144997 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2086 members 
Mstep: Class 24 contains 34142 members 
Mstep: Class 25 contains 20452 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293632.000000 Penalty: 214727.484375
Iteration 109Q: 27 clusters Score -1.572936e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18054 members 
Mstep: Class 3 contains 18181 members 
Mstep: Class 4 contains 63368 members 
Mstep: Class 5 contains 52967 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71744 members 
Mstep: Class 8 contains 20070 members 
Mstep: Class 9 contains 36307 members 
Mstep: Class 10 contains 32900 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 5999 members 
Mstep: Class 13 contains 965 members 
Mstep: Class 14 contains 67475 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 48343 members 
Mstep: Class 17 contains 12049 members 
Mstep: Class 18 contains 28182 members 
Mstep: Class 19 contains 28845 members 
Mstep: Class 20 contains 4168 members 
Mstep: Class 21 contains 144999 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2086 members 
Mstep: Class 24 contains 34143 members 
Mstep: Class 25 contains 20452 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293632.000000 Penalty: 214727.484375
Iteration 110Q: 27 clusters Score -1.572936e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18051 members 
Mstep: Class 3 contains 18181 members 
Mstep: Class 4 contains 63368 members 
Mstep: Class 5 contains 52972 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71745 members 
Mstep: Class 8 contains 20071 members 
Mstep: Class 9 contains 36308 members 
Mstep: Class 10 contains 32899 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 5999 members 
Mstep: Class 13 contains 965 members 
Mstep: Class 14 contains 67475 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 48343 members 
Mstep: Class 17 contains 12049 members 
Mstep: Class 18 contains 28177 members 
Mstep: Class 19 contains 28845 members 
Mstep: Class 20 contains 4168 members 
Mstep: Class 21 contains 144999 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2086 members 
Mstep: Class 24 contains 34145 members 
Mstep: Class 25 contains 20451 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293664.000000 Penalty: 214727.484375
Iteration 111Q: 27 clusters Score -1.572937e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18051 members 
Mstep: Class 3 contains 18181 members 
Mstep: Class 4 contains 63368 members 
Mstep: Class 5 contains 52976 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71745 members 
Mstep: Class 8 contains 20071 members 
Mstep: Class 9 contains 36308 members 
Mstep: Class 10 contains 32898 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 5999 members 
Mstep: Class 13 contains 965 members 
Mstep: Class 14 contains 67475 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 48343 members 
Mstep: Class 17 contains 12049 members 
Mstep: Class 18 contains 28172 members 
Mstep: Class 19 contains 28845 members 
Mstep: Class 20 contains 4168 members 
Mstep: Class 21 contains 145001 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2086 members 
Mstep: Class 24 contains 34146 members 
Mstep: Class 25 contains 20450 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293600.000000 Penalty: 214727.484375
Iteration 112Q: 27 clusters Score -1.572936e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18051 members 
Mstep: Class 3 contains 18181 members 
Mstep: Class 4 contains 63368 members 
Mstep: Class 5 contains 52979 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71744 members 
Mstep: Class 8 contains 20071 members 
Mstep: Class 9 contains 36308 members 
Mstep: Class 10 contains 32898 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 5999 members 
Mstep: Class 13 contains 965 members 
Mstep: Class 14 contains 67475 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 48343 members 
Mstep: Class 17 contains 12049 members 
Mstep: Class 18 contains 28168 members 
Mstep: Class 19 contains 28845 members 
Mstep: Class 20 contains 4168 members 
Mstep: Class 21 contains 145001 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2086 members 
Mstep: Class 24 contains 34149 members 
Mstep: Class 25 contains 20449 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293632.000000 Penalty: 214727.484375
Iteration 113Q: 27 clusters Score -1.572936e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18051 members 
Mstep: Class 3 contains 18181 members 
Mstep: Class 4 contains 63368 members 
Mstep: Class 5 contains 52981 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71744 members 
Mstep: Class 8 contains 20070 members 
Mstep: Class 9 contains 36308 members 
Mstep: Class 10 contains 32897 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 5999 members 
Mstep: Class 13 contains 965 members 
Mstep: Class 14 contains 67475 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 48343 members 
Mstep: Class 17 contains 12049 members 
Mstep: Class 18 contains 28158 members 
Mstep: Class 19 contains 28845 members 
Mstep: Class 20 contains 4168 members 
Mstep: Class 21 contains 145008 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2086 members 
Mstep: Class 24 contains 34152 members 
Mstep: Class 25 contains 20449 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293616.000000 Penalty: 214727.484375
Iteration 114Q: 27 clusters Score -1.572936e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18052 members 
Mstep: Class 3 contains 18181 members 
Mstep: Class 4 contains 63369 members 
Mstep: Class 5 contains 52989 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71744 members 
Mstep: Class 8 contains 20070 members 
Mstep: Class 9 contains 36309 members 
Mstep: Class 10 contains 32897 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 5999 members 
Mstep: Class 13 contains 965 members 
Mstep: Class 14 contains 67475 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 48342 members 
Mstep: Class 17 contains 12049 members 
Mstep: Class 18 contains 28154 members 
Mstep: Class 19 contains 28845 members 
Mstep: Class 20 contains 4168 members 
Mstep: Class 21 contains 145005 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2086 members 
Mstep: Class 24 contains 34152 members 
Mstep: Class 25 contains 20446 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293616.000000 Penalty: 214727.484375
Iteration 115Q: 27 clusters Score -1.572936e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18051 members 
Mstep: Class 3 contains 18181 members 
Mstep: Class 4 contains 63369 members 
Mstep: Class 5 contains 52995 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71744 members 
Mstep: Class 8 contains 20070 members 
Mstep: Class 9 contains 36310 members 
Mstep: Class 10 contains 32897 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 5999 members 
Mstep: Class 13 contains 965 members 
Mstep: Class 14 contains 67475 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 48342 members 
Mstep: Class 17 contains 12049 members 
Mstep: Class 18 contains 28151 members 
Mstep: Class 19 contains 28845 members 
Mstep: Class 20 contains 4168 members 
Mstep: Class 21 contains 145005 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2086 members 
Mstep: Class 24 contains 34151 members 
Mstep: Class 25 contains 20444 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293712.000000 Penalty: 214727.484375
Iteration 116Q: 27 clusters Score -1.572937e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18049 members 
Mstep: Class 3 contains 18181 members 
Mstep: Class 4 contains 63369 members 
Mstep: Class 5 contains 52998 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71744 members 
Mstep: Class 8 contains 20070 members 
Mstep: Class 9 contains 36310 members 
Mstep: Class 10 contains 32897 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 6000 members 
Mstep: Class 13 contains 965 members 
Mstep: Class 14 contains 67475 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 48342 members 
Mstep: Class 17 contains 12049 members 
Mstep: Class 18 contains 28148 members 
Mstep: Class 19 contains 28845 members 
Mstep: Class 20 contains 4168 members 
Mstep: Class 21 contains 145005 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2086 members 
Mstep: Class 24 contains 34151 members 
Mstep: Class 25 contains 20445 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293616.000000 Penalty: 214727.484375
Iteration 117Q: 27 clusters Score -1.572936e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18048 members 
Mstep: Class 3 contains 18181 members 
Mstep: Class 4 contains 63369 members 
Mstep: Class 5 contains 53004 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71744 members 
Mstep: Class 8 contains 20070 members 
Mstep: Class 9 contains 36310 members 
Mstep: Class 10 contains 32896 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 6000 members 
Mstep: Class 13 contains 965 members 
Mstep: Class 14 contains 67475 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 48342 members 
Mstep: Class 17 contains 12049 members 
Mstep: Class 18 contains 28147 members 
Mstep: Class 19 contains 28845 members 
Mstep: Class 20 contains 4168 members 
Mstep: Class 21 contains 145002 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2086 members 
Mstep: Class 24 contains 34151 members 
Mstep: Class 25 contains 20445 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293648.000000 Penalty: 214727.484375
Iteration 118Q: 27 clusters Score -1.572936e+08 nChanged 7
Entering ConstructFrom: 
Score: -157293648.000000 Penalty: 214727.484375
Entering ConstructFrom: 
Trying to split cluster 1 (1313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Entering Unmasked Estep 
Score: -280588.812500 Penalty: 4397.792969
	Iteration 0F: 2 clusters Score -280588.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -276199.906250 Penalty: 8795.585938
	Iteration 0F: 3 clusters Score -276199.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -276652.187500 Penalty: 8795.585938
	Iteration 1F: 3 clusters Score -276652.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -276772.812500 Penalty: 8795.585938
	Iteration 2Q: 3 clusters Score -276772.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -276812.593750 Penalty: 8795.585938
	Iteration 3Q: 3 clusters Score -276812.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -276836.625000 Penalty: 8795.585938
	Iteration 4Q: 3 clusters Score -276836.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -276848.843750 Penalty: 8795.585938
	Iteration 5Q: 3 clusters Score -276848.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -276860.250000 Penalty: 8795.585938
	Iteration 6Q: 3 clusters Score -276860.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -276865.250000 Penalty: 8795.585938
	Iteration 7Q: 3 clusters Score -276865.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -276866.468750 Penalty: 8795.585938
	Iteration 8Q: 3 clusters Score -276866.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -276866.468750 Penalty: 8795.585938
	Iteration 9F: 3 clusters Score -276866.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Entering Unmasked Estep 
Score: -4034648.500000 Penalty: 6002.949707
	Iteration 0F: 2 clusters Score -4034648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -4019334.500000 Penalty: 12005.899414
	Iteration 0F: 3 clusters Score -4019334 nChanged 7208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -4023212.500000 Penalty: 12005.899414
	Iteration 1F: 3 clusters Score -4023212 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -4023990.000000 Penalty: 12005.899414
	Iteration 2F: 3 clusters Score -4023990 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -4024939.500000 Penalty: 12005.899414
	Iteration 3F: 3 clusters Score -4024940 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -4025963.250000 Penalty: 12005.899414
	Iteration 4F: 3 clusters Score -4025963 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -4026835.000000 Penalty: 12005.899414
	Iteration 5F: 3 clusters Score -4026835 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -4027708.250000 Penalty: 12005.899414
	Iteration 6F: 3 clusters Score -4027708 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -4028747.250000 Penalty: 12005.899414
	Iteration 7F: 3 clusters Score -4028747 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -4029861.250000 Penalty: 12005.899414
	Iteration 8F: 3 clusters Score -4029861 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -4031118.000000 Penalty: 12005.899414
	Iteration 9F: 3 clusters Score -4031118 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -4032354.000000 Penalty: 12005.899414
	Iteration 10F: 3 clusters Score -4032354 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -4033356.250000 Penalty: 12005.899414
	Iteration 11Q: 3 clusters Score -4033356 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -4033882.750000 Penalty: 12005.899414
	Iteration 12Q: 3 clusters Score -4033883 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -4034087.500000 Penalty: 12005.899414
	Iteration 13Q: 3 clusters Score -4034088 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -4034148.000000 Penalty: 12005.899414
	Iteration 14Q: 3 clusters Score -4034148 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -4034160.000000 Penalty: 12005.899414
	Iteration 15Q: 3 clusters Score -4034160 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -4034170.000000 Penalty: 12005.899414
	Iteration 16Q: 3 clusters Score -4034170 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -4034178.500000 Penalty: 12005.899414
	Iteration 17Q: 3 clusters Score -4034178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -4034183.250000 Penalty: 12005.899414
	Iteration 18Q: 3 clusters Score -4034183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -4034188.000000 Penalty: 12005.899414
	Iteration 19Q: 3 clusters Score -4034188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -4034185.500000 Penalty: 12005.899414
	Iteration 20F: 3 clusters Score -4034186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -4034192.000000 Penalty: 12005.899414
	Iteration 21Q: 3 clusters Score -4034192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -4034190.250000 Penalty: 12005.899414
	Iteration 22Q: 3 clusters Score -4034190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -4034190.250000 Penalty: 12005.899414
	Iteration 23F: 3 clusters Score -4034190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Entering Unmasked Estep 
Score: -3911694.250000 Penalty: 6007.480957
	Iteration 0F: 2 clusters Score -3911694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -3896320.500000 Penalty: 12014.961914
	Iteration 0F: 3 clusters Score -3896320 nChanged 7355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -3900309.250000 Penalty: 12014.961914
	Iteration 1F: 3 clusters Score -3900309 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -3901073.750000 Penalty: 12014.961914
	Iteration 2F: 3 clusters Score -3901074 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -3901675.000000 Penalty: 12014.961914
	Iteration 3F: 3 clusters Score -3901675 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -3902164.000000 Penalty: 12014.961914
	Iteration 4Q: 3 clusters Score -3902164 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -3902554.500000 Penalty: 12014.961914
	Iteration 5Q: 3 clusters Score -3902554 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -3902902.750000 Penalty: 12014.961914
	Iteration 6Q: 3 clusters Score -3902903 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -3903198.250000 Penalty: 12014.961914
	Iteration 7Q: 3 clusters Score -3903198 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -3903592.750000 Penalty: 12014.961914
	Iteration 8Q: 3 clusters Score -3903593 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -3903986.500000 Penalty: 12014.961914
	Iteration 9Q: 3 clusters Score -3903986 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -3904430.000000 Penalty: 12014.961914
	Iteration 10Q: 3 clusters Score -3904430 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -3904939.750000 Penalty: 12014.961914
	Iteration 11Q: 3 clusters Score -3904940 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -3905436.250000 Penalty: 12014.961914
	Iteration 12Q: 3 clusters Score -3905436 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -3905976.000000 Penalty: 12014.961914
	Iteration 13Q: 3 clusters Score -3905976 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -3906475.000000 Penalty: 12014.961914
	Iteration 14Q: 3 clusters Score -3906475 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -3906799.000000 Penalty: 12014.961914
	Iteration 15Q: 3 clusters Score -3906799 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -3907062.500000 Penalty: 12014.961914
	Iteration 16Q: 3 clusters Score -3907062 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -3907336.500000 Penalty: 12014.961914
	Iteration 17Q: 3 clusters Score -3907336 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -3907613.750000 Penalty: 12014.961914
	Iteration 18Q: 3 clusters Score -3907614 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -3907857.250000 Penalty: 12014.961914
	Iteration 19Q: 3 clusters Score -3907857 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -3908076.000000 Penalty: 12014.961914
	Iteration 20F: 3 clusters Score -3908076 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -3908253.250000 Penalty: 12014.961914
	Iteration 21Q: 3 clusters Score -3908253 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -3908354.500000 Penalty: 12014.961914
	Iteration 22Q: 3 clusters Score -3908354 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -3908427.000000 Penalty: 12014.961914
	Iteration 23Q: 3 clusters Score -3908427 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -3908487.000000 Penalty: 12014.961914
	Iteration 24Q: 3 clusters Score -3908487 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -3908516.000000 Penalty: 12014.961914
	Iteration 25Q: 3 clusters Score -3908516 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -3908547.750000 Penalty: 12014.961914
	Iteration 26Q: 3 clusters Score -3908548 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -3908575.000000 Penalty: 12014.961914
	Iteration 27Q: 3 clusters Score -3908575 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -3908599.250000 Penalty: 12014.961914
	Iteration 28Q: 3 clusters Score -3908599 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -3908610.250000 Penalty: 12014.961914
	Iteration 29Q: 3 clusters Score -3908610 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -3908620.500000 Penalty: 12014.961914
	Iteration 30Q: 3 clusters Score -3908620 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -3908625.250000 Penalty: 12014.961914
	Iteration 31Q: 3 clusters Score -3908625 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -3908629.000000 Penalty: 12014.961914
	Iteration 32Q: 3 clusters Score -3908629 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -3908634.500000 Penalty: 12014.961914
	Iteration 33Q: 3 clusters Score -3908634 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -3908644.750000 Penalty: 12014.961914
	Iteration 34Q: 3 clusters Score -3908645 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -3908657.250000 Penalty: 12014.961914
	Iteration 35Q: 3 clusters Score -3908657 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -3908656.750000 Penalty: 12014.961914
	Iteration 36Q: 3 clusters Score -3908657 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -3908666.000000 Penalty: 12014.961914
	Iteration 37Q: 3 clusters Score -3908666 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -3908666.000000 Penalty: 12014.961914
	Iteration 38Q: 3 clusters Score -3908666 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -3908684.250000 Penalty: 12014.961914
	Iteration 39Q: 3 clusters Score -3908684 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -3908689.250000 Penalty: 12014.961914
	Iteration 40F: 3 clusters Score -3908689 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -3908689.750000 Penalty: 12014.961914
	Iteration 41Q: 3 clusters Score -3908690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -3908684.750000 Penalty: 12014.961914
	Iteration 42Q: 3 clusters Score -3908685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -3908681.750000 Penalty: 12014.961914
	Iteration 43Q: 3 clusters Score -3908682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -3908685.250000 Penalty: 12014.961914
	Iteration 44Q: 3 clusters Score -3908685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -3908684.500000 Penalty: 12014.961914
	Iteration 45Q: 3 clusters Score -3908684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -3908683.750000 Penalty: 12014.961914
	Iteration 46Q: 3 clusters Score -3908684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -3908684.250000 Penalty: 12014.961914
	Iteration 47Q: 3 clusters Score -3908684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -3908686.500000 Penalty: 12014.961914
	Iteration 48Q: 3 clusters Score -3908686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -3908692.000000 Penalty: 12014.961914
	Iteration 49Q: 3 clusters Score -3908692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -3908700.250000 Penalty: 12014.961914
	Iteration 50Q: 3 clusters Score -3908700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -3908700.250000 Penalty: 12014.961914
	Iteration 51Q: 3 clusters Score -3908700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -3908698.000000 Penalty: 12014.961914
	Iteration 52Q: 3 clusters Score -3908698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -3908703.000000 Penalty: 12014.961914
	Iteration 53Q: 3 clusters Score -3908703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -3908706.250000 Penalty: 12014.961914
	Iteration 54Q: 3 clusters Score -3908706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -3908712.500000 Penalty: 12014.961914
	Iteration 55Q: 3 clusters Score -3908712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -3908711.750000 Penalty: 12014.961914
	Iteration 56Q: 3 clusters Score -3908712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -3908716.500000 Penalty: 12014.961914
	Iteration 57Q: 3 clusters Score -3908716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -3908707.250000 Penalty: 12014.961914
	Iteration 58Q: 3 clusters Score -3908707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -3908713.750000 Penalty: 12014.961914
	Iteration 59Q: 3 clusters Score -3908714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -3908710.500000 Penalty: 12014.961914
	Iteration 60F: 3 clusters Score -3908710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -3908711.250000 Penalty: 12014.961914
	Iteration 61Q: 3 clusters Score -3908711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -3908709.250000 Penalty: 12014.961914
	Iteration 62Q: 3 clusters Score -3908709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -3908712.750000 Penalty: 12014.961914
	Iteration 63Q: 3 clusters Score -3908713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -3908711.500000 Penalty: 12014.961914
	Iteration 64Q: 3 clusters Score -3908712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -3908712.500000 Penalty: 12014.961914
	Iteration 65Q: 3 clusters Score -3908712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -3908713.000000 Penalty: 12014.961914
	Iteration 66Q: 3 clusters Score -3908713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -3908713.000000 Penalty: 12014.961914
	Iteration 67F: 3 clusters Score -3908713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (63369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63369 members 
Entering Unmasked Estep 
Score: -14227044.000000 Penalty: 6772.247070
	Iteration 0F: 2 clusters Score -1.422704e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31815 members 
Mstep: Class 2 contains 31554 members 
Entering Unmasked Estep 
Score: -14182800.000000 Penalty: 13544.494141
	Iteration 0F: 3 clusters Score -1.41828e+07 nChanged 28281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32780 members 
Mstep: Class 2 contains 30589 members 
Entering Unmasked Estep 
Score: -14197899.000000 Penalty: 13544.494141
	Iteration 1F: 3 clusters Score -1.41979e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33471 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -14199053.000000 Penalty: 13544.494141
	Iteration 2Q: 3 clusters Score -1.419905e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34484 members 
Mstep: Class 2 contains 28885 members 
Entering Unmasked Estep 
Score: -14200140.000000 Penalty: 13544.494141
	Iteration 3Q: 3 clusters Score -1.420014e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35834 members 
Mstep: Class 2 contains 27535 members 
Entering Unmasked Estep 
Score: -14201272.000000 Penalty: 13544.494141
	Iteration 4Q: 3 clusters Score -1.420127e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37667 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -14202686.000000 Penalty: 13544.494141
	Iteration 5Q: 3 clusters Score -1.420269e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40083 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -14204585.000000 Penalty: 13544.494141
	Iteration 6F: 3 clusters Score -1.420458e+07 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42907 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -14206798.000000 Penalty: 13544.494141
	Iteration 7F: 3 clusters Score -1.42068e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46031 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -14209409.000000 Penalty: 13544.494141
	Iteration 8F: 3 clusters Score -1.420941e+07 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49198 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -14211971.000000 Penalty: 13544.494141
	Iteration 9F: 3 clusters Score -1.421197e+07 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52126 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -14214334.000000 Penalty: 13544.494141
	Iteration 10F: 3 clusters Score -1.421433e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54478 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -14216179.000000 Penalty: 13544.494141
	Iteration 11Q: 3 clusters Score -1.421618e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56337 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -14217683.000000 Penalty: 13544.494141
	Iteration 12Q: 3 clusters Score -1.421768e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57774 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -14218833.000000 Penalty: 13544.494141
	Iteration 13Q: 3 clusters Score -1.421883e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58835 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -14219528.000000 Penalty: 13544.494141
	Iteration 14Q: 3 clusters Score -1.421953e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59631 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -14220097.000000 Penalty: 13544.494141
	Iteration 15Q: 3 clusters Score -1.42201e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60176 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -14220496.000000 Penalty: 13544.494141
	Iteration 16Q: 3 clusters Score -1.42205e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60558 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -14220741.000000 Penalty: 13544.494141
	Iteration 17Q: 3 clusters Score -1.422074e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60830 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -14220889.000000 Penalty: 13544.494141
	Iteration 18Q: 3 clusters Score -1.422089e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61022 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -14220996.000000 Penalty: 13544.494141
	Iteration 19Q: 3 clusters Score -1.4221e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61146 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -14221048.000000 Penalty: 13544.494141
	Iteration 20F: 3 clusters Score -1.422105e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61255 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -14221117.000000 Penalty: 13544.494141
	Iteration 21Q: 3 clusters Score -1.422112e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61334 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -14221164.000000 Penalty: 13544.494141
	Iteration 22Q: 3 clusters Score -1.422116e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61402 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -14221208.000000 Penalty: 13544.494141
	Iteration 23Q: 3 clusters Score -1.422121e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61450 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -14221240.000000 Penalty: 13544.494141
	Iteration 24Q: 3 clusters Score -1.422124e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61483 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -14221257.000000 Penalty: 13544.494141
	Iteration 25Q: 3 clusters Score -1.422126e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61502 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -14221277.000000 Penalty: 13544.494141
	Iteration 26Q: 3 clusters Score -1.422128e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61525 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -14221278.000000 Penalty: 13544.494141
	Iteration 27Q: 3 clusters Score -1.422128e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61558 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -14221304.000000 Penalty: 13544.494141
	Iteration 28Q: 3 clusters Score -1.42213e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61575 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -14221329.000000 Penalty: 13544.494141
	Iteration 29Q: 3 clusters Score -1.422133e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61589 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -14221332.000000 Penalty: 13544.494141
	Iteration 30Q: 3 clusters Score -1.422133e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61604 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -14221347.000000 Penalty: 13544.494141
	Iteration 31Q: 3 clusters Score -1.422135e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61610 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -14221348.000000 Penalty: 13544.494141
	Iteration 32Q: 3 clusters Score -1.422135e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61623 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -14221359.000000 Penalty: 13544.494141
	Iteration 33Q: 3 clusters Score -1.422136e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61628 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -14221366.000000 Penalty: 13544.494141
	Iteration 34Q: 3 clusters Score -1.422137e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61638 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -14221391.000000 Penalty: 13544.494141
	Iteration 35Q: 3 clusters Score -1.422139e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61651 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -14221427.000000 Penalty: 13544.494141
	Iteration 36Q: 3 clusters Score -1.422143e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61665 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -14221428.000000 Penalty: 13544.494141
	Iteration 37Q: 3 clusters Score -1.422143e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61677 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -14221437.000000 Penalty: 13544.494141
	Iteration 38Q: 3 clusters Score -1.422144e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61682 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -14221453.000000 Penalty: 13544.494141
	Iteration 39Q: 3 clusters Score -1.422145e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61689 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -14221454.000000 Penalty: 13544.494141
	Iteration 40F: 3 clusters Score -1.422145e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61697 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -14221453.000000 Penalty: 13544.494141
	Iteration 41Q: 3 clusters Score -1.422145e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61700 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -14221455.000000 Penalty: 13544.494141
	Iteration 42Q: 3 clusters Score -1.422146e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61703 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -14221456.000000 Penalty: 13544.494141
	Iteration 43Q: 3 clusters Score -1.422146e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61707 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -14221452.000000 Penalty: 13544.494141
	Iteration 44Q: 3 clusters Score -1.422145e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61709 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -14221453.000000 Penalty: 13544.494141
	Iteration 45Q: 3 clusters Score -1.422145e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61711 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -14221454.000000 Penalty: 13544.494141
	Iteration 46Q: 3 clusters Score -1.422145e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61714 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -14221460.000000 Penalty: 13544.494141
	Iteration 47Q: 3 clusters Score -1.422146e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61714 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -14221468.000000 Penalty: 13544.494141
	Iteration 48Q: 3 clusters Score -1.422147e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61714 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -14221467.000000 Penalty: 13544.494141
	Iteration 49Q: 3 clusters Score -1.422147e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61715 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -14221461.000000 Penalty: 13544.494141
	Iteration 50Q: 3 clusters Score -1.422146e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61715 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -14221461.000000 Penalty: 13544.494141
	Iteration 51F: 3 clusters Score -1.422146e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (53010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53010 members 
Entering Unmasked Estep 
Score: -11914842.000000 Penalty: 6662.919434
	Iteration 0F: 2 clusters Score -1.191484e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26560 members 
Mstep: Class 2 contains 26450 members 
Entering Unmasked Estep 
Score: -11877381.000000 Penalty: 13325.838867
	Iteration 0F: 3 clusters Score -1.187738e+07 nChanged 23348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 26324 members 
Entering Unmasked Estep 
Score: -11889808.000000 Penalty: 13325.838867
	Iteration 1F: 3 clusters Score -1.188981e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26766 members 
Mstep: Class 2 contains 26244 members 
Entering Unmasked Estep 
Score: -11890782.000000 Penalty: 13325.838867
	Iteration 2F: 3 clusters Score -1.189078e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26932 members 
Mstep: Class 2 contains 26078 members 
Entering Unmasked Estep 
Score: -11891746.000000 Penalty: 13325.838867
	Iteration 3Q: 3 clusters Score -1.189175e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -11892765.000000 Penalty: 13325.838867
	Iteration 4Q: 3 clusters Score -1.189276e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27669 members 
Mstep: Class 2 contains 25341 members 
Entering Unmasked Estep 
Score: -11894050.000000 Penalty: 13325.838867
	Iteration 5Q: 3 clusters Score -1.189405e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28479 members 
Mstep: Class 2 contains 24531 members 
Entering Unmasked Estep 
Score: -11895617.000000 Penalty: 13325.838867
	Iteration 6F: 3 clusters Score -1.189562e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29562 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -11897414.000000 Penalty: 13325.838867
	Iteration 7F: 3 clusters Score -1.189741e+07 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31051 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -11899503.000000 Penalty: 13325.838867
	Iteration 8F: 3 clusters Score -1.18995e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32835 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -11901896.000000 Penalty: 13325.838867
	Iteration 9F: 3 clusters Score -1.19019e+07 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34654 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -11904347.000000 Penalty: 13325.838867
	Iteration 10F: 3 clusters Score -1.190435e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36364 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -11906440.000000 Penalty: 13325.838867
	Iteration 11F: 3 clusters Score -1.190644e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37819 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -11908332.000000 Penalty: 13325.838867
	Iteration 12Q: 3 clusters Score -1.190833e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38930 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -11909806.000000 Penalty: 13325.838867
	Iteration 13Q: 3 clusters Score -1.190981e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39838 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -11910775.000000 Penalty: 13325.838867
	Iteration 14Q: 3 clusters Score -1.191078e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40612 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -11911470.000000 Penalty: 13325.838867
	Iteration 15Q: 3 clusters Score -1.191147e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41284 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -11911936.000000 Penalty: 13325.838867
	Iteration 16Q: 3 clusters Score -1.191194e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41860 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -11912355.000000 Penalty: 13325.838867
	Iteration 17Q: 3 clusters Score -1.191236e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42338 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -11912611.000000 Penalty: 13325.838867
	Iteration 18Q: 3 clusters Score -1.191261e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42765 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -11912968.000000 Penalty: 13325.838867
	Iteration 19Q: 3 clusters Score -1.191297e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43165 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -11913330.000000 Penalty: 13325.838867
	Iteration 20F: 3 clusters Score -1.191333e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43548 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -11913621.000000 Penalty: 13325.838867
	Iteration 21Q: 3 clusters Score -1.191362e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43860 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -11913876.000000 Penalty: 13325.838867
	Iteration 22Q: 3 clusters Score -1.191388e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44086 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -11913995.000000 Penalty: 13325.838867
	Iteration 23Q: 3 clusters Score -1.1914e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44276 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -11914016.000000 Penalty: 13325.838867
	Iteration 24Q: 3 clusters Score -1.191402e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44411 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -11914066.000000 Penalty: 13325.838867
	Iteration 25Q: 3 clusters Score -1.191407e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44506 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -11914090.000000 Penalty: 13325.838867
	Iteration 26Q: 3 clusters Score -1.191409e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44579 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -11914101.000000 Penalty: 13325.838867
	Iteration 27Q: 3 clusters Score -1.19141e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44621 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -11914077.000000 Penalty: 13325.838867
	Iteration 28Q: 3 clusters Score -1.191408e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44668 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -11914088.000000 Penalty: 13325.838867
	Iteration 29Q: 3 clusters Score -1.191409e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44698 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -11914102.000000 Penalty: 13325.838867
	Iteration 30Q: 3 clusters Score -1.19141e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44724 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -11914104.000000 Penalty: 13325.838867
	Iteration 31Q: 3 clusters Score -1.19141e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44750 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -11914103.000000 Penalty: 13325.838867
	Iteration 32Q: 3 clusters Score -1.19141e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44767 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -11914122.000000 Penalty: 13325.838867
	Iteration 33Q: 3 clusters Score -1.191412e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44777 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -11914138.000000 Penalty: 13325.838867
	Iteration 34Q: 3 clusters Score -1.191414e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44794 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -11914138.000000 Penalty: 13325.838867
	Iteration 35Q: 3 clusters Score -1.191414e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44806 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -11914136.000000 Penalty: 13325.838867
	Iteration 36Q: 3 clusters Score -1.191414e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44815 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -11914140.000000 Penalty: 13325.838867
	Iteration 37Q: 3 clusters Score -1.191414e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44825 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -11914141.000000 Penalty: 13325.838867
	Iteration 38Q: 3 clusters Score -1.191414e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44833 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -11914132.000000 Penalty: 13325.838867
	Iteration 39Q: 3 clusters Score -1.191413e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44836 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -11914141.000000 Penalty: 13325.838867
	Iteration 40F: 3 clusters Score -1.191414e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44838 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -11914135.000000 Penalty: 13325.838867
	Iteration 41Q: 3 clusters Score -1.191414e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44839 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -11914139.000000 Penalty: 13325.838867
	Iteration 42Q: 3 clusters Score -1.191414e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44839 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -11914139.000000 Penalty: 13325.838867
	Iteration 43F: 3 clusters Score -1.191414e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Entering Unmasked Estep 
Score: -229100.531250 Penalty: 4318.730957
	Iteration 0F: 2 clusters Score -229100.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -225159.609375 Penalty: 8637.461914
	Iteration 0F: 3 clusters Score -225159.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -226078.328125 Penalty: 8637.461914
	Iteration 1F: 3 clusters Score -226078.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -226769.875000 Penalty: 8637.461914
	Iteration 2F: 3 clusters Score -226769.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -227166.328125 Penalty: 8637.461914
	Iteration 3F: 3 clusters Score -227166.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -227377.843750 Penalty: 8637.461914
	Iteration 4Q: 3 clusters Score -227377.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -227506.906250 Penalty: 8637.461914
	Iteration 5Q: 3 clusters Score -227506.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -227595.312500 Penalty: 8637.461914
	Iteration 6Q: 3 clusters Score -227595.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -227651.031250 Penalty: 8637.461914
	Iteration 7Q: 3 clusters Score -227651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -227673.359375 Penalty: 8637.461914
	Iteration 8Q: 3 clusters Score -227673.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -227702.531250 Penalty: 8637.461914
	Iteration 9Q: 3 clusters Score -227702.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -227727.000000 Penalty: 8637.461914
	Iteration 10Q: 3 clusters Score -227727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -227742.984375 Penalty: 8637.461914
	Iteration 11Q: 3 clusters Score -227743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -227753.546875 Penalty: 8637.461914
	Iteration 12Q: 3 clusters Score -227753.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -227767.421875 Penalty: 8637.461914
	Iteration 13Q: 3 clusters Score -227767.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -227771.765625 Penalty: 8637.461914
	Iteration 14Q: 3 clusters Score -227771.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -227775.625000 Penalty: 8637.461914
	Iteration 15Q: 3 clusters Score -227775.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -227777.984375 Penalty: 8637.461914
	Iteration 16Q: 3 clusters Score -227778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -227781.062500 Penalty: 8637.461914
	Iteration 17Q: 3 clusters Score -227781.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -227784.468750 Penalty: 8637.461914
	Iteration 18Q: 3 clusters Score -227784.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -227784.468750 Penalty: 8637.461914
	Iteration 19F: 3 clusters Score -227784.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (71745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71745 members 
Entering Unmasked Estep 
Score: -16033286.000000 Penalty: 6848.285156
	Iteration 0F: 2 clusters Score -1.603329e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35826 members 
Mstep: Class 2 contains 35919 members 
Entering Unmasked Estep 
Score: -15983340.000000 Penalty: 13696.570312
	Iteration 0F: 3 clusters Score -1.598334e+07 nChanged 32491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35089 members 
Mstep: Class 2 contains 36656 members 
Entering Unmasked Estep 
Score: -16000937.000000 Penalty: 13696.570312
	Iteration 1F: 3 clusters Score -1.600094e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34623 members 
Mstep: Class 2 contains 37122 members 
Entering Unmasked Estep 
Score: -16002000.000000 Penalty: 13696.570312
	Iteration 2Q: 3 clusters Score -1.6002e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33960 members 
Mstep: Class 2 contains 37785 members 
Entering Unmasked Estep 
Score: -16003045.000000 Penalty: 13696.570312
	Iteration 3Q: 3 clusters Score -1.600304e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33044 members 
Mstep: Class 2 contains 38701 members 
Entering Unmasked Estep 
Score: -16004034.000000 Penalty: 13696.570312
	Iteration 4Q: 3 clusters Score -1.600403e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31756 members 
Mstep: Class 2 contains 39989 members 
Entering Unmasked Estep 
Score: -16005023.000000 Penalty: 13696.570312
	Iteration 5Q: 3 clusters Score -1.600502e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29970 members 
Mstep: Class 2 contains 41775 members 
Entering Unmasked Estep 
Score: -16006396.000000 Penalty: 13696.570312
	Iteration 6Q: 3 clusters Score -1.60064e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27675 members 
Mstep: Class 2 contains 44070 members 
Entering Unmasked Estep 
Score: -16007995.000000 Penalty: 13696.570312
	Iteration 7Q: 3 clusters Score -1.6008e+07 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 46921 members 
Entering Unmasked Estep 
Score: -16009817.000000 Penalty: 13696.570312
	Iteration 8F: 3 clusters Score -1.600982e+07 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 50274 members 
Entering Unmasked Estep 
Score: -16012065.000000 Penalty: 13696.570312
	Iteration 9F: 3 clusters Score -1.601206e+07 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 54023 members 
Entering Unmasked Estep 
Score: -16014793.000000 Penalty: 13696.570312
	Iteration 10F: 3 clusters Score -1.601479e+07 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 57829 members 
Entering Unmasked Estep 
Score: -16017544.000000 Penalty: 13696.570312
	Iteration 11F: 3 clusters Score -1.601754e+07 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 61262 members 
Entering Unmasked Estep 
Score: -16020058.000000 Penalty: 13696.570312
	Iteration 12Q: 3 clusters Score -1.602006e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 64018 members 
Entering Unmasked Estep 
Score: -16022025.000000 Penalty: 13696.570312
	Iteration 13Q: 3 clusters Score -1.602202e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 66151 members 
Entering Unmasked Estep 
Score: -16023581.000000 Penalty: 13696.570312
	Iteration 14Q: 3 clusters Score -1.602358e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 67739 members 
Entering Unmasked Estep 
Score: -16024719.000000 Penalty: 13696.570312
	Iteration 15Q: 3 clusters Score -1.602472e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 68825 members 
Entering Unmasked Estep 
Score: -16025661.000000 Penalty: 13696.570312
	Iteration 16Q: 3 clusters Score -1.602566e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 69517 members 
Entering Unmasked Estep 
Score: -16026183.000000 Penalty: 13696.570312
	Iteration 17Q: 3 clusters Score -1.602618e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 69935 members 
Entering Unmasked Estep 
Score: -16026658.000000 Penalty: 13696.570312
	Iteration 18Q: 3 clusters Score -1.602666e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 70202 members 
Entering Unmasked Estep 
Score: -16026913.000000 Penalty: 13696.570312
	Iteration 19Q: 3 clusters Score -1.602691e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 70364 members 
Entering Unmasked Estep 
Score: -16027012.000000 Penalty: 13696.570312
	Iteration 20F: 3 clusters Score -1.602701e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 70476 members 
Entering Unmasked Estep 
Score: -16027125.000000 Penalty: 13696.570312
	Iteration 21Q: 3 clusters Score -1.602712e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 70559 members 
Entering Unmasked Estep 
Score: -16027212.000000 Penalty: 13696.570312
	Iteration 22Q: 3 clusters Score -1.602721e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 70606 members 
Entering Unmasked Estep 
Score: -16027232.000000 Penalty: 13696.570312
	Iteration 23Q: 3 clusters Score -1.602723e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 70651 members 
Entering Unmasked Estep 
Score: -16027256.000000 Penalty: 13696.570312
	Iteration 24Q: 3 clusters Score -1.602726e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 70681 members 
Entering Unmasked Estep 
Score: -16027304.000000 Penalty: 13696.570312
	Iteration 25Q: 3 clusters Score -1.60273e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 70716 members 
Entering Unmasked Estep 
Score: -16027332.000000 Penalty: 13696.570312
	Iteration 26Q: 3 clusters Score -1.602733e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 70734 members 
Entering Unmasked Estep 
Score: -16027358.000000 Penalty: 13696.570312
	Iteration 27Q: 3 clusters Score -1.602736e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 70741 members 
Entering Unmasked Estep 
Score: -16027351.000000 Penalty: 13696.570312
	Iteration 28Q: 3 clusters Score -1.602735e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 70748 members 
Entering Unmasked Estep 
Score: -16027351.000000 Penalty: 13696.570312
	Iteration 29Q: 3 clusters Score -1.602735e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 70751 members 
Entering Unmasked Estep 
Score: -16027356.000000 Penalty: 13696.570312
	Iteration 30Q: 3 clusters Score -1.602736e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 70753 members 
Entering Unmasked Estep 
Score: -16027355.000000 Penalty: 13696.570312
	Iteration 31Q: 3 clusters Score -1.602736e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 70756 members 
Entering Unmasked Estep 
Score: -16027354.000000 Penalty: 13696.570312
	Iteration 32Q: 3 clusters Score -1.602735e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 70760 members 
Entering Unmasked Estep 
Score: -16027370.000000 Penalty: 13696.570312
	Iteration 33Q: 3 clusters Score -1.602737e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 70766 members 
Entering Unmasked Estep 
Score: -16027372.000000 Penalty: 13696.570312
	Iteration 34Q: 3 clusters Score -1.602737e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 70770 members 
Entering Unmasked Estep 
Score: -16027385.000000 Penalty: 13696.570312
	Iteration 35Q: 3 clusters Score -1.602738e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 70775 members 
Entering Unmasked Estep 
Score: -16027385.000000 Penalty: 13696.570312
	Iteration 36Q: 3 clusters Score -1.602738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 70775 members 
Entering Unmasked Estep 
Score: -16027390.000000 Penalty: 13696.570312
	Iteration 37Q: 3 clusters Score -1.602739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 70778 members 
Entering Unmasked Estep 
Score: -16027393.000000 Penalty: 13696.570312
	Iteration 38Q: 3 clusters Score -1.602739e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 70783 members 
Entering Unmasked Estep 
Score: -16027399.000000 Penalty: 13696.570312
	Iteration 39Q: 3 clusters Score -1.60274e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 70789 members 
Entering Unmasked Estep 
Score: -16027397.000000 Penalty: 13696.570312
	Iteration 40F: 3 clusters Score -1.60274e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 70794 members 
Entering Unmasked Estep 
Score: -16027402.000000 Penalty: 13696.570312
	Iteration 41Q: 3 clusters Score -1.60274e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 70800 members 
Entering Unmasked Estep 
Score: -16027424.000000 Penalty: 13696.570312
	Iteration 42Q: 3 clusters Score -1.602742e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 70803 members 
Entering Unmasked Estep 
Score: -16027431.000000 Penalty: 13696.570312
	Iteration 43Q: 3 clusters Score -1.602743e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 70807 members 
Entering Unmasked Estep 
Score: -16027433.000000 Penalty: 13696.570312
	Iteration 44Q: 3 clusters Score -1.602743e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 70806 members 
Entering Unmasked Estep 
Score: -16027431.000000 Penalty: 13696.570312
	Iteration 45Q: 3 clusters Score -1.602743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 70806 members 
Entering Unmasked Estep 
Score: -16027436.000000 Penalty: 13696.570312
	Iteration 46Q: 3 clusters Score -1.602744e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 70807 members 
Entering Unmasked Estep 
Score: -16027450.000000 Penalty: 13696.570312
	Iteration 47Q: 3 clusters Score -1.602745e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 70808 members 
Entering Unmasked Estep 
Score: -16027441.000000 Penalty: 13696.570312
	Iteration 48Q: 3 clusters Score -1.602744e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 70809 members 
Entering Unmasked Estep 
Score: -16027445.000000 Penalty: 13696.570312
	Iteration 49Q: 3 clusters Score -1.602744e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 70809 members 
Entering Unmasked Estep 
Score: -16027445.000000 Penalty: 13696.570312
	Iteration 50F: 3 clusters Score -1.602744e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (20070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Entering Unmasked Estep 
Score: -4272527.000000 Penalty: 6068.026367
	Iteration 0F: 2 clusters Score -4272527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -4255989.000000 Penalty: 12136.052734
	Iteration 0F: 3 clusters Score -4255989 nChanged 8268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -4260830.000000 Penalty: 12136.052734
	Iteration 1F: 3 clusters Score -4260830 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -4262192.000000 Penalty: 12136.052734
	Iteration 2F: 3 clusters Score -4262192 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -4263681.000000 Penalty: 12136.052734
	Iteration 3F: 3 clusters Score -4263681 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -4265131.000000 Penalty: 12136.052734
	Iteration 4F: 3 clusters Score -4265131 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -4266574.000000 Penalty: 12136.052734
	Iteration 5F: 3 clusters Score -4266574 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -4268210.500000 Penalty: 12136.052734
	Iteration 6F: 3 clusters Score -4268210 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -4269935.000000 Penalty: 12136.052734
	Iteration 7F: 3 clusters Score -4269935 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -4271271.500000 Penalty: 12136.052734
	Iteration 8F: 3 clusters Score -4271272 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -4272128.000000 Penalty: 12136.052734
	Iteration 9Q: 3 clusters Score -4272128 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -4272571.000000 Penalty: 12136.052734
	Iteration 10Q: 3 clusters Score -4272571 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -4272798.000000 Penalty: 12136.052734
	Iteration 11Q: 3 clusters Score -4272798 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -4272891.000000 Penalty: 12136.052734
	Iteration 12Q: 3 clusters Score -4272891 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -4272943.500000 Penalty: 12136.052734
	Iteration 13Q: 3 clusters Score -4272944 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -4272963.500000 Penalty: 12136.052734
	Iteration 14Q: 3 clusters Score -4272964 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -4272965.500000 Penalty: 12136.052734
	Iteration 15Q: 3 clusters Score -4272966 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -4272984.000000 Penalty: 12136.052734
	Iteration 16Q: 3 clusters Score -4272984 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -4272988.500000 Penalty: 12136.052734
	Iteration 17Q: 3 clusters Score -4272988 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -4273007.500000 Penalty: 12136.052734
	Iteration 18Q: 3 clusters Score -4273008 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -4273006.000000 Penalty: 12136.052734
	Iteration 19Q: 3 clusters Score -4273006 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -4273007.000000 Penalty: 12136.052734
	Iteration 20F: 3 clusters Score -4273007 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -4273020.500000 Penalty: 12136.052734
	Iteration 21Q: 3 clusters Score -4273020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -4273022.500000 Penalty: 12136.052734
	Iteration 22Q: 3 clusters Score -4273022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -4273015.500000 Penalty: 12136.052734
	Iteration 23Q: 3 clusters Score -4273016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -4273013.500000 Penalty: 12136.052734
	Iteration 24Q: 3 clusters Score -4273014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -4273023.500000 Penalty: 12136.052734
	Iteration 25Q: 3 clusters Score -4273024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -4273031.500000 Penalty: 12136.052734
	Iteration 26Q: 3 clusters Score -4273032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -4273027.500000 Penalty: 12136.052734
	Iteration 27Q: 3 clusters Score -4273028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -4273030.000000 Penalty: 12136.052734
	Iteration 28Q: 3 clusters Score -4273030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -4273029.500000 Penalty: 12136.052734
	Iteration 29Q: 3 clusters Score -4273030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -4273029.500000 Penalty: 12136.052734
	Iteration 30Q: 3 clusters Score -4273030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -4273032.000000 Penalty: 12136.052734
	Iteration 31Q: 3 clusters Score -4273032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -4273034.000000 Penalty: 12136.052734
	Iteration 32Q: 3 clusters Score -4273034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -4273030.500000 Penalty: 12136.052734
	Iteration 33Q: 3 clusters Score -4273030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -4273028.000000 Penalty: 12136.052734
	Iteration 34Q: 3 clusters Score -4273028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -4273028.000000 Penalty: 12136.052734
	Iteration 35F: 3 clusters Score -4273028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18047 members 
Mstep: Class 3 contains 18181 members 
Mstep: Class 4 contains 63369 members 
Mstep: Class 5 contains 53010 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71745 members 
Mstep: Class 8 contains 10363 members 
Mstep: Class 9 contains 36310 members 
Mstep: Class 10 contains 32895 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 6000 members 
Mstep: Class 13 contains 965 members 
Mstep: Class 14 contains 67475 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 48342 members 
Mstep: Class 17 contains 12049 members 
Mstep: Class 18 contains 28147 members 
Mstep: Class 19 contains 28845 members 
Mstep: Class 20 contains 4168 members 
Mstep: Class 21 contains 144998 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2086 members 
Mstep: Class 24 contains 34151 members 
Mstep: Class 25 contains 20444 members 
Mstep: Class 26 contains 1121 members 
Mstep: Class 27 contains 9707 members 
Entering Unmasked Estep 
Score: -157292368.000000 Penalty: 222986.234375
Splitting cluster 8 changes total score from -157293648.000000 to -157292368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (36310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36310 members 
Entering Unmasked Estep 
Score: -8221995.000000 Penalty: 6431.157227
	Iteration 0F: 2 clusters Score -8221995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -8195041.000000 Penalty: 12862.314453
	Iteration 0F: 3 clusters Score -8195041 nChanged 15568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -8203307.500000 Penalty: 12862.314453
	Iteration 1F: 3 clusters Score -8203308 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -8204234.500000 Penalty: 12862.314453
	Iteration 2F: 3 clusters Score -8204234 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -8205038.000000 Penalty: 12862.314453
	Iteration 3F: 3 clusters Score -8205038 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -8205921.500000 Penalty: 12862.314453
	Iteration 4Q: 3 clusters Score -8205922 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -8207043.500000 Penalty: 12862.314453
	Iteration 5Q: 3 clusters Score -8207044 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -8208412.000000 Penalty: 12862.314453
	Iteration 6F: 3 clusters Score -8208412 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -8209923.000000 Penalty: 12862.314453
	Iteration 7F: 3 clusters Score -8209923 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -8211457.500000 Penalty: 12862.314453
	Iteration 8F: 3 clusters Score -8211458 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -8213076.000000 Penalty: 12862.314453
	Iteration 9F: 3 clusters Score -8213076 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27703 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -8214450.000000 Penalty: 12862.314453
	Iteration 10F: 3 clusters Score -8214450 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29117 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -8215507.500000 Penalty: 12862.314453
	Iteration 11Q: 3 clusters Score -8215508 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30173 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -8216209.000000 Penalty: 12862.314453
	Iteration 12Q: 3 clusters Score -8216209 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31048 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -8216719.000000 Penalty: 12862.314453
	Iteration 13Q: 3 clusters Score -8216719 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31679 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -8217059.500000 Penalty: 12862.314453
	Iteration 14Q: 3 clusters Score -8217060 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32144 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -8217280.500000 Penalty: 12862.314453
	Iteration 15Q: 3 clusters Score -8217280 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32521 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -8217462.000000 Penalty: 12862.314453
	Iteration 16Q: 3 clusters Score -8217462 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32808 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -8217605.000000 Penalty: 12862.314453
	Iteration 17Q: 3 clusters Score -8217605 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33049 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -8217681.000000 Penalty: 12862.314453
	Iteration 18Q: 3 clusters Score -8217681 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33227 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -8217748.500000 Penalty: 12862.314453
	Iteration 19Q: 3 clusters Score -8217748 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33359 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -8217803.500000 Penalty: 12862.314453
	Iteration 20F: 3 clusters Score -8217804 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33457 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -8217839.000000 Penalty: 12862.314453
	Iteration 21Q: 3 clusters Score -8217839 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33549 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -8217893.000000 Penalty: 12862.314453
	Iteration 22Q: 3 clusters Score -8217893 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33608 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -8217904.500000 Penalty: 12862.314453
	Iteration 23Q: 3 clusters Score -8217904 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33674 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -8217912.500000 Penalty: 12862.314453
	Iteration 24Q: 3 clusters Score -8217912 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33722 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -8217937.000000 Penalty: 12862.314453
	Iteration 25Q: 3 clusters Score -8217937 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33758 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -8217954.000000 Penalty: 12862.314453
	Iteration 26Q: 3 clusters Score -8217954 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33793 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -8217959.500000 Penalty: 12862.314453
	Iteration 27Q: 3 clusters Score -8217960 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33822 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -8217970.000000 Penalty: 12862.314453
	Iteration 28Q: 3 clusters Score -8217970 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33841 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -8217977.500000 Penalty: 12862.314453
	Iteration 29Q: 3 clusters Score -8217978 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33863 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -8217988.500000 Penalty: 12862.314453
	Iteration 30Q: 3 clusters Score -8217988 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33881 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -8217979.500000 Penalty: 12862.314453
	Iteration 31Q: 3 clusters Score -8217980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33896 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -8217998.000000 Penalty: 12862.314453
	Iteration 32Q: 3 clusters Score -8217998 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33917 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -8218002.000000 Penalty: 12862.314453
	Iteration 33Q: 3 clusters Score -8218002 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33935 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -8218001.500000 Penalty: 12862.314453
	Iteration 34Q: 3 clusters Score -8218002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33954 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -8218016.000000 Penalty: 12862.314453
	Iteration 35Q: 3 clusters Score -8218016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33971 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -8218012.500000 Penalty: 12862.314453
	Iteration 36Q: 3 clusters Score -8218012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33980 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -8218014.000000 Penalty: 12862.314453
	Iteration 37Q: 3 clusters Score -8218014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33990 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -8218020.000000 Penalty: 12862.314453
	Iteration 38Q: 3 clusters Score -8218020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33997 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -8218018.500000 Penalty: 12862.314453
	Iteration 39Q: 3 clusters Score -8218018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33999 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -8218018.000000 Penalty: 12862.314453
	Iteration 40F: 3 clusters Score -8218018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34002 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -8218019.000000 Penalty: 12862.314453
	Iteration 41Q: 3 clusters Score -8218019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34006 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -8218025.500000 Penalty: 12862.314453
	Iteration 42Q: 3 clusters Score -8218026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34010 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -8218022.000000 Penalty: 12862.314453
	Iteration 43Q: 3 clusters Score -8218022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34011 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -8218015.500000 Penalty: 12862.314453
	Iteration 44Q: 3 clusters Score -8218016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34011 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -8218015.500000 Penalty: 12862.314453
	Iteration 45F: 3 clusters Score -8218016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (32895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32895 members 
Entering Unmasked Estep 
Score: -7020059.500000 Penalty: 6370.659180
	Iteration 0F: 2 clusters Score -7020060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -6995385.000000 Penalty: 12741.318359
	Iteration 0F: 3 clusters Score -6995385 nChanged 13873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -7002975.000000 Penalty: 12741.318359
	Iteration 1F: 3 clusters Score -7002975 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -7004158.000000 Penalty: 12741.318359
	Iteration 2F: 3 clusters Score -7004158 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -7005475.000000 Penalty: 12741.318359
	Iteration 3F: 3 clusters Score -7005475 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -7006781.500000 Penalty: 12741.318359
	Iteration 4F: 3 clusters Score -7006782 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -7008246.000000 Penalty: 12741.318359
	Iteration 5F: 3 clusters Score -7008246 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -7009824.000000 Penalty: 12741.318359
	Iteration 6F: 3 clusters Score -7009824 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -7011205.500000 Penalty: 12741.318359
	Iteration 7F: 3 clusters Score -7011206 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -7012395.000000 Penalty: 12741.318359
	Iteration 8F: 3 clusters Score -7012395 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -7013203.000000 Penalty: 12741.318359
	Iteration 9Q: 3 clusters Score -7013203 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -7013708.000000 Penalty: 12741.318359
	Iteration 10Q: 3 clusters Score -7013708 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -7014081.000000 Penalty: 12741.318359
	Iteration 11Q: 3 clusters Score -7014081 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -7014301.000000 Penalty: 12741.318359
	Iteration 12Q: 3 clusters Score -7014301 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -7014495.000000 Penalty: 12741.318359
	Iteration 13Q: 3 clusters Score -7014495 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -7014620.000000 Penalty: 12741.318359
	Iteration 14Q: 3 clusters Score -7014620 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -7014684.500000 Penalty: 12741.318359
	Iteration 15Q: 3 clusters Score -7014684 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -7014745.500000 Penalty: 12741.318359
	Iteration 16Q: 3 clusters Score -7014746 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -7014807.000000 Penalty: 12741.318359
	Iteration 17Q: 3 clusters Score -7014807 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -7014890.000000 Penalty: 12741.318359
	Iteration 18Q: 3 clusters Score -7014890 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -7014926.000000 Penalty: 12741.318359
	Iteration 19Q: 3 clusters Score -7014926 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -7014995.500000 Penalty: 12741.318359
	Iteration 20F: 3 clusters Score -7014996 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -7015060.500000 Penalty: 12741.318359
	Iteration 21Q: 3 clusters Score -7015060 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -7015080.000000 Penalty: 12741.318359
	Iteration 22Q: 3 clusters Score -7015080 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -7015124.000000 Penalty: 12741.318359
	Iteration 23Q: 3 clusters Score -7015124 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -7015195.500000 Penalty: 12741.318359
	Iteration 24Q: 3 clusters Score -7015196 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -7015261.000000 Penalty: 12741.318359
	Iteration 25Q: 3 clusters Score -7015261 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -7015313.500000 Penalty: 12741.318359
	Iteration 26Q: 3 clusters Score -7015314 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -7015309.500000 Penalty: 12741.318359
	Iteration 27Q: 3 clusters Score -7015310 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -7015386.500000 Penalty: 12741.318359
	Iteration 28Q: 3 clusters Score -7015386 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -7015423.000000 Penalty: 12741.318359
	Iteration 29Q: 3 clusters Score -7015423 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -7015484.500000 Penalty: 12741.318359
	Iteration 30Q: 3 clusters Score -7015484 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -7015524.500000 Penalty: 12741.318359
	Iteration 31Q: 3 clusters Score -7015524 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -7015575.500000 Penalty: 12741.318359
	Iteration 32Q: 3 clusters Score -7015576 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -7015630.000000 Penalty: 12741.318359
	Iteration 33Q: 3 clusters Score -7015630 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -7015630.500000 Penalty: 12741.318359
	Iteration 34Q: 3 clusters Score -7015630 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -7015655.000000 Penalty: 12741.318359
	Iteration 35Q: 3 clusters Score -7015655 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -7015689.000000 Penalty: 12741.318359
	Iteration 36Q: 3 clusters Score -7015689 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -7015760.000000 Penalty: 12741.318359
	Iteration 37Q: 3 clusters Score -7015760 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -7015815.000000 Penalty: 12741.318359
	Iteration 38Q: 3 clusters Score -7015815 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -7015846.500000 Penalty: 12741.318359
	Iteration 39Q: 3 clusters Score -7015846 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -7015889.500000 Penalty: 12741.318359
	Iteration 40F: 3 clusters Score -7015890 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -7015884.500000 Penalty: 12741.318359
	Iteration 41Q: 3 clusters Score -7015884 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -7015903.000000 Penalty: 12741.318359
	Iteration 42Q: 3 clusters Score -7015903 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -7015961.500000 Penalty: 12741.318359
	Iteration 43Q: 3 clusters Score -7015962 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -7015964.500000 Penalty: 12741.318359
	Iteration 44Q: 3 clusters Score -7015964 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -7015981.000000 Penalty: 12741.318359
	Iteration 45Q: 3 clusters Score -7015981 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -7016014.500000 Penalty: 12741.318359
	Iteration 46Q: 3 clusters Score -7016014 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -7016033.500000 Penalty: 12741.318359
	Iteration 47Q: 3 clusters Score -7016034 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -7016050.000000 Penalty: 12741.318359
	Iteration 48Q: 3 clusters Score -7016050 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -7016081.000000 Penalty: 12741.318359
	Iteration 49Q: 3 clusters Score -7016081 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -7016084.500000 Penalty: 12741.318359
	Iteration 50Q: 3 clusters Score -7016084 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -7016119.500000 Penalty: 12741.318359
	Iteration 51Q: 3 clusters Score -7016120 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -7016143.000000 Penalty: 12741.318359
	Iteration 52Q: 3 clusters Score -7016143 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -7016177.000000 Penalty: 12741.318359
	Iteration 53Q: 3 clusters Score -7016177 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -7016169.500000 Penalty: 12741.318359
	Iteration 54Q: 3 clusters Score -7016170 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -7016188.000000 Penalty: 12741.318359
	Iteration 55Q: 3 clusters Score -7016188 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -7016198.000000 Penalty: 12741.318359
	Iteration 56Q: 3 clusters Score -7016198 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -7016197.500000 Penalty: 12741.318359
	Iteration 57Q: 3 clusters Score -7016198 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -7016208.000000 Penalty: 12741.318359
	Iteration 58Q: 3 clusters Score -7016208 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -7016238.000000 Penalty: 12741.318359
	Iteration 59Q: 3 clusters Score -7016238 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -7016259.000000 Penalty: 12741.318359
	Iteration 60F: 3 clusters Score -7016259 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 22468 members 
Entering Unmasked Estep 
Score: -7016265.500000 Penalty: 12741.318359
	Iteration 61Q: 3 clusters Score -7016266 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -7016274.500000 Penalty: 12741.318359
	Iteration 62Q: 3 clusters Score -7016274 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -7016288.000000 Penalty: 12741.318359
	Iteration 63Q: 3 clusters Score -7016288 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -7016270.500000 Penalty: 12741.318359
	Iteration 64Q: 3 clusters Score -7016270 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -7016289.000000 Penalty: 12741.318359
	Iteration 65Q: 3 clusters Score -7016289 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -7016286.500000 Penalty: 12741.318359
	Iteration 66Q: 3 clusters Score -7016286 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -7016310.500000 Penalty: 12741.318359
	Iteration 67Q: 3 clusters Score -7016310 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -7016324.000000 Penalty: 12741.318359
	Iteration 68Q: 3 clusters Score -7016324 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -7016338.500000 Penalty: 12741.318359
	Iteration 69Q: 3 clusters Score -7016338 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -7016356.500000 Penalty: 12741.318359
	Iteration 70Q: 3 clusters Score -7016356 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -7016378.000000 Penalty: 12741.318359
	Iteration 71Q: 3 clusters Score -7016378 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -7016375.500000 Penalty: 12741.318359
	Iteration 72Q: 3 clusters Score -7016376 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -7016396.500000 Penalty: 12741.318359
	Iteration 73Q: 3 clusters Score -7016396 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -7016408.500000 Penalty: 12741.318359
	Iteration 74Q: 3 clusters Score -7016408 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
Score: -7016443.000000 Penalty: 12741.318359
	Iteration 75Q: 3 clusters Score -7016443 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -7016476.000000 Penalty: 12741.318359
	Iteration 76Q: 3 clusters Score -7016476 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -7016523.000000 Penalty: 12741.318359
	Iteration 77Q: 3 clusters Score -7016523 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -7016546.500000 Penalty: 12741.318359
	Iteration 78Q: 3 clusters Score -7016546 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -7016576.500000 Penalty: 12741.318359
	Iteration 79Q: 3 clusters Score -7016576 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -7016616.000000 Penalty: 12741.318359
	Iteration 80F: 3 clusters Score -7016616 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -7016645.500000 Penalty: 12741.318359
	Iteration 81Q: 3 clusters Score -7016646 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -7016665.000000 Penalty: 12741.318359
	Iteration 82Q: 3 clusters Score -7016665 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -7016727.000000 Penalty: 12741.318359
	Iteration 83Q: 3 clusters Score -7016727 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -7016737.000000 Penalty: 12741.318359
	Iteration 84Q: 3 clusters Score -7016737 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -7016761.000000 Penalty: 12741.318359
	Iteration 85Q: 3 clusters Score -7016761 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -7016763.500000 Penalty: 12741.318359
	Iteration 86Q: 3 clusters Score -7016764 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 24264 members 
Entering Unmasked Estep 
Score: -7016775.000000 Penalty: 12741.318359
	Iteration 87Q: 3 clusters Score -7016775 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 24327 members 
Entering Unmasked Estep 
Score: -7016814.000000 Penalty: 12741.318359
	Iteration 88Q: 3 clusters Score -7016814 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -7016840.000000 Penalty: 12741.318359
	Iteration 89Q: 3 clusters Score -7016840 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -7016854.000000 Penalty: 12741.318359
	Iteration 90Q: 3 clusters Score -7016854 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 24537 members 
Entering Unmasked Estep 
Score: -7016863.000000 Penalty: 12741.318359
	Iteration 91Q: 3 clusters Score -7016863 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -7016870.000000 Penalty: 12741.318359
	Iteration 92Q: 3 clusters Score -7016870 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 24667 members 
Entering Unmasked Estep 
Score: -7016882.500000 Penalty: 12741.318359
	Iteration 93Q: 3 clusters Score -7016882 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 24726 members 
Entering Unmasked Estep 
Score: -7016908.500000 Penalty: 12741.318359
	Iteration 94Q: 3 clusters Score -7016908 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -7016942.500000 Penalty: 12741.318359
	Iteration 95Q: 3 clusters Score -7016942 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 24861 members 
Entering Unmasked Estep 
Score: -7016968.000000 Penalty: 12741.318359
	Iteration 96Q: 3 clusters Score -7016968 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -7016984.500000 Penalty: 12741.318359
	Iteration 97Q: 3 clusters Score -7016984 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 24970 members 
Entering Unmasked Estep 
Score: -7016972.000000 Penalty: 12741.318359
	Iteration 98Q: 3 clusters Score -7016972 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -7016999.500000 Penalty: 12741.318359
	Iteration 99Q: 3 clusters Score -7017000 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 25033 members 
Entering Unmasked Estep 
Score: -7016993.500000 Penalty: 12741.318359
	Iteration 100F: 3 clusters Score -7016994 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 25056 members 
Entering Unmasked Estep 
Score: -7017015.000000 Penalty: 12741.318359
	Iteration 101Q: 3 clusters Score -7017015 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 25077 members 
Entering Unmasked Estep 
Score: -7017000.500000 Penalty: 12741.318359
	Iteration 102Q: 3 clusters Score -7017000 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -7016997.500000 Penalty: 12741.318359
	Iteration 103Q: 3 clusters Score -7016998 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -7017001.000000 Penalty: 12741.318359
	Iteration 104Q: 3 clusters Score -7017001 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -7017010.000000 Penalty: 12741.318359
	Iteration 105Q: 3 clusters Score -7017010 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 25147 members 
Entering Unmasked Estep 
Score: -7017004.500000 Penalty: 12741.318359
	Iteration 106Q: 3 clusters Score -7017004 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -7017012.500000 Penalty: 12741.318359
	Iteration 107Q: 3 clusters Score -7017012 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 25183 members 
Entering Unmasked Estep 
Score: -7017018.500000 Penalty: 12741.318359
	Iteration 108Q: 3 clusters Score -7017018 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 25192 members 
Entering Unmasked Estep 
Score: -7017017.500000 Penalty: 12741.318359
	Iteration 109Q: 3 clusters Score -7017018 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 25209 members 
Entering Unmasked Estep 
Score: -7017023.000000 Penalty: 12741.318359
	Iteration 110Q: 3 clusters Score -7017023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 25219 members 
Entering Unmasked Estep 
Score: -7017022.500000 Penalty: 12741.318359
	Iteration 111Q: 3 clusters Score -7017022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 25225 members 
Entering Unmasked Estep 
Score: -7017024.500000 Penalty: 12741.318359
	Iteration 112Q: 3 clusters Score -7017024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 25227 members 
Entering Unmasked Estep 
Score: -7017028.500000 Penalty: 12741.318359
	Iteration 113Q: 3 clusters Score -7017028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -7017024.000000 Penalty: 12741.318359
	Iteration 114Q: 3 clusters Score -7017024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 25232 members 
Entering Unmasked Estep 
Score: -7017021.000000 Penalty: 12741.318359
	Iteration 115Q: 3 clusters Score -7017021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -7017023.000000 Penalty: 12741.318359
	Iteration 116Q: 3 clusters Score -7017023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -7017018.500000 Penalty: 12741.318359
	Iteration 117Q: 3 clusters Score -7017018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -7017028.000000 Penalty: 12741.318359
	Iteration 118Q: 3 clusters Score -7017028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 25242 members 
Entering Unmasked Estep 
Score: -7017034.500000 Penalty: 12741.318359
	Iteration 119Q: 3 clusters Score -7017034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -7017027.500000 Penalty: 12741.318359
	Iteration 120F: 3 clusters Score -7017028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -7017028.500000 Penalty: 12741.318359
	Iteration 121Q: 3 clusters Score -7017028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -7017035.000000 Penalty: 12741.318359
	Iteration 122Q: 3 clusters Score -7017035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -7017035.000000 Penalty: 12741.318359
	Iteration 123Q: 3 clusters Score -7017035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -7017039.500000 Penalty: 12741.318359
	Iteration 124Q: 3 clusters Score -7017040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -7017035.000000 Penalty: 12741.318359
	Iteration 125Q: 3 clusters Score -7017035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -7017037.000000 Penalty: 12741.318359
	Iteration 126Q: 3 clusters Score -7017037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 25271 members 
Entering Unmasked Estep 
Score: -7017037.000000 Penalty: 12741.318359
	Iteration 127Q: 3 clusters Score -7017037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -7017041.000000 Penalty: 12741.318359
	Iteration 128Q: 3 clusters Score -7017041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 25282 members 
Entering Unmasked Estep 
Score: -7017028.000000 Penalty: 12741.318359
	Iteration 129Q: 3 clusters Score -7017028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -7017027.500000 Penalty: 12741.318359
	Iteration 130Q: 3 clusters Score -7017028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -7017037.000000 Penalty: 12741.318359
	Iteration 131Q: 3 clusters Score -7017037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -7017035.500000 Penalty: 12741.318359
	Iteration 132Q: 3 clusters Score -7017036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 25313 members 
Entering Unmasked Estep 
Score: -7017032.500000 Penalty: 12741.318359
	Iteration 133Q: 3 clusters Score -7017032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -7017033.000000 Penalty: 12741.318359
	Iteration 134Q: 3 clusters Score -7017033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -7017044.500000 Penalty: 12741.318359
	Iteration 135Q: 3 clusters Score -7017044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 25333 members 
Entering Unmasked Estep 
Score: -7017035.500000 Penalty: 12741.318359
	Iteration 136Q: 3 clusters Score -7017036 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7561 members 
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Entering Unmasked Estep 
Score: -7017028.500000 Penalty: 12741.318359
	Iteration 137Q: 3 clusters Score -7017028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
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Entering Unmasked Estep 
Score: -7017034.000000 Penalty: 12741.318359
	Iteration 138Q: 3 clusters Score -7017034 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -7017030.500000 Penalty: 12741.318359
	Iteration 139Q: 3 clusters Score -7017030 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
Score: -7017028.500000 Penalty: 12741.318359
	Iteration 140F: 3 clusters Score -7017028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
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Entering Unmasked Estep 
Score: -7017040.500000 Penalty: 12741.318359
	Iteration 141Q: 3 clusters Score -7017040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -7017047.500000 Penalty: 12741.318359
	Iteration 142Q: 3 clusters Score -7017048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
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Entering Unmasked Estep 
Score: -7017052.000000 Penalty: 12741.318359
	Iteration 143Q: 3 clusters Score -7017052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 25363 members 
Entering Unmasked Estep 
Score: -7017052.000000 Penalty: 12741.318359
	Iteration 144Q: 3 clusters Score -7017052 nChanged 2
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Entering Unmasked Estep 
Score: -7017045.000000 Penalty: 12741.318359
	Iteration 145Q: 3 clusters Score -7017045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -7017050.000000 Penalty: 12741.318359
	Iteration 146Q: 3 clusters Score -7017050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -7017059.500000 Penalty: 12741.318359
	Iteration 147Q: 3 clusters Score -7017060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -7017064.000000 Penalty: 12741.318359
	Iteration 148Q: 3 clusters Score -7017064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -7017067.500000 Penalty: 12741.318359
	Iteration 149Q: 3 clusters Score -7017068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -7017067.500000 Penalty: 12741.318359
	Iteration 150Q: 3 clusters Score -7017068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -7017069.500000 Penalty: 12741.318359
	Iteration 151Q: 3 clusters Score -7017070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 25381 members 
Entering Unmasked Estep 
Score: -7017061.000000 Penalty: 12741.318359
	Iteration 152Q: 3 clusters Score -7017061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 25381 members 
Entering Unmasked Estep 
Score: -7017061.000000 Penalty: 12741.318359
	Iteration 153F: 3 clusters Score -7017061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Entering Unmasked Estep 
Score: -244930.531250 Penalty: 4307.482422
	Iteration 0F: 2 clusters Score -244930.5 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 577 members 
Entering Unmasked Estep 
Score: -240685.937500 Penalty: 8614.964844
	Iteration 0F: 3 clusters Score -240685.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -241049.093750 Penalty: 8614.964844
	Iteration 1F: 3 clusters Score -241049.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -241176.437500 Penalty: 8614.964844
	Iteration 2Q: 3 clusters Score -241176.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -241226.578125 Penalty: 8614.964844
	Iteration 3Q: 3 clusters Score -241226.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -241267.375000 Penalty: 8614.964844
	Iteration 4Q: 3 clusters Score -241267.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -241287.453125 Penalty: 8614.964844
	Iteration 5Q: 3 clusters Score -241287.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -241299.078125 Penalty: 8614.964844
	Iteration 6Q: 3 clusters Score -241299.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -241313.625000 Penalty: 8614.964844
	Iteration 7Q: 3 clusters Score -241313.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -241324.859375 Penalty: 8614.964844
	Iteration 8Q: 3 clusters Score -241324.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -241332.140625 Penalty: 8614.964844
	Iteration 9Q: 3 clusters Score -241332.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -241338.078125 Penalty: 8614.964844
	Iteration 10Q: 3 clusters Score -241338.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -241339.515625 Penalty: 8614.964844
	Iteration 11Q: 3 clusters Score -241339.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -241341.250000 Penalty: 8614.964844
	Iteration 12Q: 3 clusters Score -241341.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -241341.250000 Penalty: 8614.964844
	Iteration 13F: 3 clusters Score -241341.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Entering Unmasked Estep 
Score: -1284474.750000 Penalty: 5328.452637
	Iteration 0F: 2 clusters Score -1284475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1276766.500000 Penalty: 10656.905273
	Iteration 0F: 3 clusters Score -1276766 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1278209.375000 Penalty: 10656.905273
	Iteration 1F: 3 clusters Score -1278209 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1278600.250000 Penalty: 10656.905273
	Iteration 2F: 3 clusters Score -1278600 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1278859.250000 Penalty: 10656.905273
	Iteration 3Q: 3 clusters Score -1278859 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1279088.625000 Penalty: 10656.905273
	Iteration 4Q: 3 clusters Score -1279089 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1279301.750000 Penalty: 10656.905273
	Iteration 5Q: 3 clusters Score -1279302 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1279489.500000 Penalty: 10656.905273
	Iteration 6Q: 3 clusters Score -1279490 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1279677.000000 Penalty: 10656.905273
	Iteration 7Q: 3 clusters Score -1279677 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1279876.500000 Penalty: 10656.905273
	Iteration 8Q: 3 clusters Score -1279876 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1280079.125000 Penalty: 10656.905273
	Iteration 9Q: 3 clusters Score -1280079 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1280272.750000 Penalty: 10656.905273
	Iteration 10Q: 3 clusters Score -1280273 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1280466.250000 Penalty: 10656.905273
	Iteration 11Q: 3 clusters Score -1280466 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1280637.375000 Penalty: 10656.905273
	Iteration 12Q: 3 clusters Score -1280637 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1280812.125000 Penalty: 10656.905273
	Iteration 13Q: 3 clusters Score -1280812 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1280941.375000 Penalty: 10656.905273
	Iteration 14Q: 3 clusters Score -1280941 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1281052.875000 Penalty: 10656.905273
	Iteration 15Q: 3 clusters Score -1281053 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1281140.875000 Penalty: 10656.905273
	Iteration 16Q: 3 clusters Score -1281141 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1281221.500000 Penalty: 10656.905273
	Iteration 17Q: 3 clusters Score -1281222 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1281287.625000 Penalty: 10656.905273
	Iteration 18Q: 3 clusters Score -1281288 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1281324.875000 Penalty: 10656.905273
	Iteration 19Q: 3 clusters Score -1281325 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1281357.250000 Penalty: 10656.905273
	Iteration 20F: 3 clusters Score -1281357 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1281384.875000 Penalty: 10656.905273
	Iteration 21Q: 3 clusters Score -1281385 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1281403.625000 Penalty: 10656.905273
	Iteration 22Q: 3 clusters Score -1281404 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1281419.750000 Penalty: 10656.905273
	Iteration 23Q: 3 clusters Score -1281420 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1281435.000000 Penalty: 10656.905273
	Iteration 24Q: 3 clusters Score -1281435 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1281447.625000 Penalty: 10656.905273
	Iteration 25Q: 3 clusters Score -1281448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1281452.875000 Penalty: 10656.905273
	Iteration 26Q: 3 clusters Score -1281453 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1281456.000000 Penalty: 10656.905273
	Iteration 27Q: 3 clusters Score -1281456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1281465.000000 Penalty: 10656.905273
	Iteration 28Q: 3 clusters Score -1281465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1281468.125000 Penalty: 10656.905273
	Iteration 29Q: 3 clusters Score -1281468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1281477.250000 Penalty: 10656.905273
	Iteration 30Q: 3 clusters Score -1281477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1281478.125000 Penalty: 10656.905273
	Iteration 31Q: 3 clusters Score -1281478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1281482.000000 Penalty: 10656.905273
	Iteration 32Q: 3 clusters Score -1281482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1281483.500000 Penalty: 10656.905273
	Iteration 33Q: 3 clusters Score -1281484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1281485.125000 Penalty: 10656.905273
	Iteration 34Q: 3 clusters Score -1281485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1281486.750000 Penalty: 10656.905273
	Iteration 35Q: 3 clusters Score -1281487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1281486.875000 Penalty: 10656.905273
	Iteration 36Q: 3 clusters Score -1281487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1281489.125000 Penalty: 10656.905273
	Iteration 37Q: 3 clusters Score -1281489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1281492.625000 Penalty: 10656.905273
	Iteration 38Q: 3 clusters Score -1281493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1281493.250000 Penalty: 10656.905273
	Iteration 39Q: 3 clusters Score -1281493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1281491.500000 Penalty: 10656.905273
	Iteration 40F: 3 clusters Score -1281492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1281496.000000 Penalty: 10656.905273
	Iteration 41Q: 3 clusters Score -1281496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1281496.000000 Penalty: 10656.905273
	Iteration 42F: 3 clusters Score -1281496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Entering Unmasked Estep 
Score: -185901.671875 Penalty: 4209.178223
	Iteration 0F: 2 clusters Score -185901.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -182099.265625 Penalty: 8418.356445
	Iteration 0F: 3 clusters Score -182099.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -182611.609375 Penalty: 8418.356445
	Iteration 1F: 3 clusters Score -182611.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -182848.281250 Penalty: 8418.356445
	Iteration 2F: 3 clusters Score -182848.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -182998.687500 Penalty: 8418.356445
	Iteration 3Q: 3 clusters Score -182998.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -183034.562500 Penalty: 8418.356445
	Iteration 4Q: 3 clusters Score -183034.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -183070.281250 Penalty: 8418.356445
	Iteration 5Q: 3 clusters Score -183070.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -183124.703125 Penalty: 8418.356445
	Iteration 6Q: 3 clusters Score -183124.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -183141.500000 Penalty: 8418.356445
	Iteration 7Q: 3 clusters Score -183141.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -183149.484375 Penalty: 8418.356445
	Iteration 8Q: 3 clusters Score -183149.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -183151.328125 Penalty: 8418.356445
	Iteration 9Q: 3 clusters Score -183151.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -183159.781250 Penalty: 8418.356445
	Iteration 10Q: 3 clusters Score -183159.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -183163.890625 Penalty: 8418.356445
	Iteration 11Q: 3 clusters Score -183163.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -183167.609375 Penalty: 8418.356445
	Iteration 12Q: 3 clusters Score -183167.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -183170.984375 Penalty: 8418.356445
	Iteration 13Q: 3 clusters Score -183171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -183174.687500 Penalty: 8418.356445
	Iteration 14Q: 3 clusters Score -183174.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -183177.203125 Penalty: 8418.356445
	Iteration 15Q: 3 clusters Score -183177.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -183179.718750 Penalty: 8418.356445
	Iteration 16Q: 3 clusters Score -183179.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -183179.718750 Penalty: 8418.356445
	Iteration 17F: 3 clusters Score -183179.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (67475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67475 members 
Entering Unmasked Estep 
Score: -15089303.000000 Penalty: 6810.701660
	Iteration 0F: 2 clusters Score -1.50893e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33657 members 
Mstep: Class 2 contains 33818 members 
Entering Unmasked Estep 
Score: -15042155.000000 Penalty: 13621.403320
	Iteration 0F: 3 clusters Score -1.504216e+07 nChanged 30296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33459 members 
Mstep: Class 2 contains 34016 members 
Entering Unmasked Estep 
Score: -15058696.000000 Penalty: 13621.403320
	Iteration 1F: 3 clusters Score -1.50587e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33354 members 
Mstep: Class 2 contains 34121 members 
Entering Unmasked Estep 
Score: -15059909.000000 Penalty: 13621.403320
	Iteration 2Q: 3 clusters Score -1.505991e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33251 members 
Mstep: Class 2 contains 34224 members 
Entering Unmasked Estep 
Score: -15061063.000000 Penalty: 13621.403320
	Iteration 3Q: 3 clusters Score -1.506106e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33205 members 
Mstep: Class 2 contains 34270 members 
Entering Unmasked Estep 
Score: -15062358.000000 Penalty: 13621.403320
	Iteration 4Q: 3 clusters Score -1.506236e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33334 members 
Mstep: Class 2 contains 34141 members 
Entering Unmasked Estep 
Score: -15063428.000000 Penalty: 13621.403320
	Iteration 5Q: 3 clusters Score -1.506343e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33619 members 
Mstep: Class 2 contains 33856 members 
Entering Unmasked Estep 
Score: -15064533.000000 Penalty: 13621.403320
	Iteration 6Q: 3 clusters Score -1.506453e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34134 members 
Mstep: Class 2 contains 33341 members 
Entering Unmasked Estep 
Score: -15065551.000000 Penalty: 13621.403320
	Iteration 7Q: 3 clusters Score -1.506555e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34909 members 
Mstep: Class 2 contains 32566 members 
Entering Unmasked Estep 
Score: -15066490.000000 Penalty: 13621.403320
	Iteration 8Q: 3 clusters Score -1.506649e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35895 members 
Mstep: Class 2 contains 31580 members 
Entering Unmasked Estep 
Score: -15067550.000000 Penalty: 13621.403320
	Iteration 9Q: 3 clusters Score -1.506755e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37111 members 
Mstep: Class 2 contains 30364 members 
Entering Unmasked Estep 
Score: -15068767.000000 Penalty: 13621.403320
	Iteration 10Q: 3 clusters Score -1.506877e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38539 members 
Mstep: Class 2 contains 28936 members 
Entering Unmasked Estep 
Score: -15069818.000000 Penalty: 13621.403320
	Iteration 11Q: 3 clusters Score -1.506982e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40211 members 
Mstep: Class 2 contains 27264 members 
Entering Unmasked Estep 
Score: -15070948.000000 Penalty: 13621.403320
	Iteration 12Q: 3 clusters Score -1.507095e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42113 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -15072215.000000 Penalty: 13621.403320
	Iteration 13Q: 3 clusters Score -1.507222e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44171 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -15073316.000000 Penalty: 13621.403320
	Iteration 14Q: 3 clusters Score -1.507332e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46314 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -15074427.000000 Penalty: 13621.403320
	Iteration 15Q: 3 clusters Score -1.507443e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48512 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -15075543.000000 Penalty: 13621.403320
	Iteration 16Q: 3 clusters Score -1.507554e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50837 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -15076828.000000 Penalty: 13621.403320
	Iteration 17Q: 3 clusters Score -1.507683e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53101 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -15078191.000000 Penalty: 13621.403320
	Iteration 18Q: 3 clusters Score -1.507819e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55314 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -15079457.000000 Penalty: 13621.403320
	Iteration 19Q: 3 clusters Score -1.507946e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57321 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -15080708.000000 Penalty: 13621.403320
	Iteration 20F: 3 clusters Score -1.508071e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59031 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -15081768.000000 Penalty: 13621.403320
	Iteration 21Q: 3 clusters Score -1.508177e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60423 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -15082757.000000 Penalty: 13621.403320
	Iteration 22Q: 3 clusters Score -1.508276e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61446 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -15083649.000000 Penalty: 13621.403320
	Iteration 23Q: 3 clusters Score -1.508365e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62237 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -15084449.000000 Penalty: 13621.403320
	Iteration 24Q: 3 clusters Score -1.508445e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62814 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -15085022.000000 Penalty: 13621.403320
	Iteration 25Q: 3 clusters Score -1.508502e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63200 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -15085423.000000 Penalty: 13621.403320
	Iteration 26Q: 3 clusters Score -1.508542e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63508 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -15085735.000000 Penalty: 13621.403320
	Iteration 27Q: 3 clusters Score -1.508574e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63717 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -15085889.000000 Penalty: 13621.403320
	Iteration 28Q: 3 clusters Score -1.508589e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63879 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -15086007.000000 Penalty: 13621.403320
	Iteration 29Q: 3 clusters Score -1.508601e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63999 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -15086118.000000 Penalty: 13621.403320
	Iteration 30Q: 3 clusters Score -1.508612e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64099 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -15086139.000000 Penalty: 13621.403320
	Iteration 31Q: 3 clusters Score -1.508614e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64190 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -15086211.000000 Penalty: 13621.403320
	Iteration 32Q: 3 clusters Score -1.508621e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64272 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -15086272.000000 Penalty: 13621.403320
	Iteration 33Q: 3 clusters Score -1.508627e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64355 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -15086318.000000 Penalty: 13621.403320
	Iteration 34Q: 3 clusters Score -1.508632e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64413 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -15086379.000000 Penalty: 13621.403320
	Iteration 35Q: 3 clusters Score -1.508638e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64471 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -15086410.000000 Penalty: 13621.403320
	Iteration 36Q: 3 clusters Score -1.508641e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64521 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -15086440.000000 Penalty: 13621.403320
	Iteration 37Q: 3 clusters Score -1.508644e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64557 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -15086451.000000 Penalty: 13621.403320
	Iteration 38Q: 3 clusters Score -1.508645e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64591 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -15086439.000000 Penalty: 13621.403320
	Iteration 39Q: 3 clusters Score -1.508644e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64617 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -15086467.000000 Penalty: 13621.403320
	Iteration 40F: 3 clusters Score -1.508647e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64646 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -15086443.000000 Penalty: 13621.403320
	Iteration 41Q: 3 clusters Score -1.508644e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64667 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -15086452.000000 Penalty: 13621.403320
	Iteration 42Q: 3 clusters Score -1.508645e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64681 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -15086467.000000 Penalty: 13621.403320
	Iteration 43Q: 3 clusters Score -1.508647e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64691 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -15086485.000000 Penalty: 13621.403320
	Iteration 44Q: 3 clusters Score -1.508648e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64696 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -15086489.000000 Penalty: 13621.403320
	Iteration 45Q: 3 clusters Score -1.508649e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64701 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -15086510.000000 Penalty: 13621.403320
	Iteration 46Q: 3 clusters Score -1.508651e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64707 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -15086507.000000 Penalty: 13621.403320
	Iteration 47Q: 3 clusters Score -1.508651e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64709 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -15086505.000000 Penalty: 13621.403320
	Iteration 48Q: 3 clusters Score -1.50865e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64710 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -15086507.000000 Penalty: 13621.403320
	Iteration 49Q: 3 clusters Score -1.508651e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64712 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -15086521.000000 Penalty: 13621.403320
	Iteration 50Q: 3 clusters Score -1.508652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64714 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -15086520.000000 Penalty: 13621.403320
	Iteration 51Q: 3 clusters Score -1.508652e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64713 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -15086519.000000 Penalty: 13621.403320
	Iteration 52Q: 3 clusters Score -1.508652e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64713 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -15086519.000000 Penalty: 13621.403320
	Iteration 53F: 3 clusters Score -1.508652e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Entering Unmasked Estep 
Score: -258567.671875 Penalty: 4371.583008
	Iteration 0F: 2 clusters Score -258567.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -254363.218750 Penalty: 8743.166016
	Iteration 0F: 3 clusters Score -254363.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -254806.484375 Penalty: 8743.166016
	Iteration 1F: 3 clusters Score -254806.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -254880.859375 Penalty: 8743.166016
	Iteration 2Q: 3 clusters Score -254880.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -254916.937500 Penalty: 8743.166016
	Iteration 3Q: 3 clusters Score -254916.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -254939.000000 Penalty: 8743.166016
	Iteration 4Q: 3 clusters Score -254939 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -254966.500000 Penalty: 8743.166016
	Iteration 5Q: 3 clusters Score -254966.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -254976.062500 Penalty: 8743.166016
	Iteration 6Q: 3 clusters Score -254976.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -254982.109375 Penalty: 8743.166016
	Iteration 7Q: 3 clusters Score -254982.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -254983.062500 Penalty: 8743.166016
	Iteration 8Q: 3 clusters Score -254983.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -254983.062500 Penalty: 8743.166016
	Iteration 9F: 3 clusters Score -254983.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (48342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48342 members 
Entering Unmasked Estep 
Score: -10810070.000000 Penalty: 6606.459473
	Iteration 0F: 2 clusters Score -1.081007e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 24269 members 
Entering Unmasked Estep 
Score: -10775584.000000 Penalty: 13212.918945
	Iteration 0F: 3 clusters Score -1.077558e+07 nChanged 21126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 24601 members 
Entering Unmasked Estep 
Score: -10786621.000000 Penalty: 13212.918945
	Iteration 1F: 3 clusters Score -1.078662e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 24877 members 
Entering Unmasked Estep 
Score: -10787521.000000 Penalty: 13212.918945
	Iteration 2F: 3 clusters Score -1.078752e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -10788248.000000 Penalty: 13212.918945
	Iteration 3Q: 3 clusters Score -1.078825e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 25841 members 
Entering Unmasked Estep 
Score: -10788854.000000 Penalty: 13212.918945
	Iteration 4Q: 3 clusters Score -1.078885e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 26582 members 
Entering Unmasked Estep 
Score: -10789566.000000 Penalty: 13212.918945
	Iteration 5Q: 3 clusters Score -1.078957e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 27547 members 
Entering Unmasked Estep 
Score: -10790332.000000 Penalty: 13212.918945
	Iteration 6Q: 3 clusters Score -1.079033e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 28812 members 
Entering Unmasked Estep 
Score: -10791344.000000 Penalty: 13212.918945
	Iteration 7Q: 3 clusters Score -1.079134e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 30449 members 
Entering Unmasked Estep 
Score: -10792566.000000 Penalty: 13212.918945
	Iteration 8Q: 3 clusters Score -1.079257e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 32436 members 
Entering Unmasked Estep 
Score: -10794288.000000 Penalty: 13212.918945
	Iteration 9F: 3 clusters Score -1.079429e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 34652 members 
Entering Unmasked Estep 
Score: -10796323.000000 Penalty: 13212.918945
	Iteration 10F: 3 clusters Score -1.079632e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 36910 members 
Entering Unmasked Estep 
Score: -10798274.000000 Penalty: 13212.918945
	Iteration 11F: 3 clusters Score -1.079827e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 38893 members 
Entering Unmasked Estep 
Score: -10799836.000000 Penalty: 13212.918945
	Iteration 12Q: 3 clusters Score -1.079984e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 40582 members 
Entering Unmasked Estep 
Score: -10801157.000000 Penalty: 13212.918945
	Iteration 13Q: 3 clusters Score -1.080116e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 41936 members 
Entering Unmasked Estep 
Score: -10802143.000000 Penalty: 13212.918945
	Iteration 14Q: 3 clusters Score -1.080214e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 42900 members 
Entering Unmasked Estep 
Score: -10802931.000000 Penalty: 13212.918945
	Iteration 15Q: 3 clusters Score -1.080293e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 43612 members 
Entering Unmasked Estep 
Score: -10803459.000000 Penalty: 13212.918945
	Iteration 16Q: 3 clusters Score -1.080346e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 44124 members 
Entering Unmasked Estep 
Score: -10803867.000000 Penalty: 13212.918945
	Iteration 17Q: 3 clusters Score -1.080387e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 44525 members 
Entering Unmasked Estep 
Score: -10804240.000000 Penalty: 13212.918945
	Iteration 18Q: 3 clusters Score -1.080424e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 44816 members 
Entering Unmasked Estep 
Score: -10804507.000000 Penalty: 13212.918945
	Iteration 19Q: 3 clusters Score -1.080451e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 45028 members 
Entering Unmasked Estep 
Score: -10804680.000000 Penalty: 13212.918945
	Iteration 20F: 3 clusters Score -1.080468e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 45202 members 
Entering Unmasked Estep 
Score: -10804828.000000 Penalty: 13212.918945
	Iteration 21Q: 3 clusters Score -1.080483e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 45368 members 
Entering Unmasked Estep 
Score: -10804932.000000 Penalty: 13212.918945
	Iteration 22Q: 3 clusters Score -1.080493e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 45498 members 
Entering Unmasked Estep 
Score: -10805038.000000 Penalty: 13212.918945
	Iteration 23Q: 3 clusters Score -1.080504e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 45607 members 
Entering Unmasked Estep 
Score: -10805144.000000 Penalty: 13212.918945
	Iteration 24Q: 3 clusters Score -1.080514e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 45710 members 
Entering Unmasked Estep 
Score: -10805275.000000 Penalty: 13212.918945
	Iteration 25Q: 3 clusters Score -1.080528e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 45795 members 
Entering Unmasked Estep 
Score: -10805336.000000 Penalty: 13212.918945
	Iteration 26Q: 3 clusters Score -1.080534e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 45869 members 
Entering Unmasked Estep 
Score: -10805379.000000 Penalty: 13212.918945
	Iteration 27Q: 3 clusters Score -1.080538e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 45921 members 
Entering Unmasked Estep 
Score: -10805407.000000 Penalty: 13212.918945
	Iteration 28Q: 3 clusters Score -1.080541e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 45959 members 
Entering Unmasked Estep 
Score: -10805466.000000 Penalty: 13212.918945
	Iteration 29Q: 3 clusters Score -1.080547e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 45992 members 
Entering Unmasked Estep 
Score: -10805473.000000 Penalty: 13212.918945
	Iteration 30Q: 3 clusters Score -1.080547e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 46017 members 
Entering Unmasked Estep 
Score: -10805466.000000 Penalty: 13212.918945
	Iteration 31Q: 3 clusters Score -1.080547e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 46040 members 
Entering Unmasked Estep 
Score: -10805482.000000 Penalty: 13212.918945
	Iteration 32Q: 3 clusters Score -1.080548e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 46053 members 
Entering Unmasked Estep 
Score: -10805489.000000 Penalty: 13212.918945
	Iteration 33Q: 3 clusters Score -1.080549e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 46067 members 
Entering Unmasked Estep 
Score: -10805514.000000 Penalty: 13212.918945
	Iteration 34Q: 3 clusters Score -1.080551e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 46070 members 
Entering Unmasked Estep 
Score: -10805525.000000 Penalty: 13212.918945
	Iteration 35Q: 3 clusters Score -1.080552e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 46071 members 
Entering Unmasked Estep 
Score: -10805525.000000 Penalty: 13212.918945
	Iteration 36Q: 3 clusters Score -1.080552e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 46077 members 
Entering Unmasked Estep 
Score: -10805527.000000 Penalty: 13212.918945
	Iteration 37Q: 3 clusters Score -1.080553e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 46083 members 
Entering Unmasked Estep 
Score: -10805532.000000 Penalty: 13212.918945
	Iteration 38Q: 3 clusters Score -1.080553e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 46089 members 
Entering Unmasked Estep 
Score: -10805522.000000 Penalty: 13212.918945
	Iteration 39Q: 3 clusters Score -1.080552e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 46091 members 
Entering Unmasked Estep 
Score: -10805522.000000 Penalty: 13212.918945
	Iteration 40F: 3 clusters Score -1.080552e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 46093 members 
Entering Unmasked Estep 
Score: -10805519.000000 Penalty: 13212.918945
	Iteration 41Q: 3 clusters Score -1.080552e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 46094 members 
Entering Unmasked Estep 
Score: -10805515.000000 Penalty: 13212.918945
	Iteration 42Q: 3 clusters Score -1.080552e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 46095 members 
Entering Unmasked Estep 
Score: -10805524.000000 Penalty: 13212.918945
	Iteration 43Q: 3 clusters Score -1.080552e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 46095 members 
Entering Unmasked Estep 
Score: -10805524.000000 Penalty: 13212.918945
	Iteration 44F: 3 clusters Score -1.080552e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Entering Unmasked Estep 
Score: -2695517.750000 Penalty: 5755.501465
	Iteration 0F: 2 clusters Score -2695518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -2683983.250000 Penalty: 11511.002930
	Iteration 0F: 3 clusters Score -2683983 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -2686492.500000 Penalty: 11511.002930
	Iteration 1F: 3 clusters Score -2686492 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -2687011.250000 Penalty: 11511.002930
	Iteration 2F: 3 clusters Score -2687011 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -2687330.000000 Penalty: 11511.002930
	Iteration 3F: 3 clusters Score -2687330 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -2687542.750000 Penalty: 11511.002930
	Iteration 4Q: 3 clusters Score -2687543 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -2687709.750000 Penalty: 11511.002930
	Iteration 5Q: 3 clusters Score -2687710 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -2687830.750000 Penalty: 11511.002930
	Iteration 6Q: 3 clusters Score -2687831 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -2687973.000000 Penalty: 11511.002930
	Iteration 7Q: 3 clusters Score -2687973 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -2688113.750000 Penalty: 11511.002930
	Iteration 8Q: 3 clusters Score -2688114 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -2688243.250000 Penalty: 11511.002930
	Iteration 9Q: 3 clusters Score -2688243 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -2688390.250000 Penalty: 11511.002930
	Iteration 10Q: 3 clusters Score -2688390 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -2688519.500000 Penalty: 11511.002930
	Iteration 11Q: 3 clusters Score -2688520 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -2688630.750000 Penalty: 11511.002930
	Iteration 12Q: 3 clusters Score -2688631 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -2688741.500000 Penalty: 11511.002930
	Iteration 13Q: 3 clusters Score -2688742 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -2688837.250000 Penalty: 11511.002930
	Iteration 14Q: 3 clusters Score -2688837 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -2688928.250000 Penalty: 11511.002930
	Iteration 15Q: 3 clusters Score -2688928 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -2689015.250000 Penalty: 11511.002930
	Iteration 16Q: 3 clusters Score -2689015 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -2689109.250000 Penalty: 11511.002930
	Iteration 17Q: 3 clusters Score -2689109 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -2689227.250000 Penalty: 11511.002930
	Iteration 18Q: 3 clusters Score -2689227 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -2689339.500000 Penalty: 11511.002930
	Iteration 19Q: 3 clusters Score -2689340 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -2689437.500000 Penalty: 11511.002930
	Iteration 20F: 3 clusters Score -2689438 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -2689539.500000 Penalty: 11511.002930
	Iteration 21Q: 3 clusters Score -2689540 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -2689610.750000 Penalty: 11511.002930
	Iteration 22Q: 3 clusters Score -2689611 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -2689692.250000 Penalty: 11511.002930
	Iteration 23Q: 3 clusters Score -2689692 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -2689764.000000 Penalty: 11511.002930
	Iteration 24Q: 3 clusters Score -2689764 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -2689836.250000 Penalty: 11511.002930
	Iteration 25Q: 3 clusters Score -2689836 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -2689897.500000 Penalty: 11511.002930
	Iteration 26Q: 3 clusters Score -2689898 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -2689954.000000 Penalty: 11511.002930
	Iteration 27Q: 3 clusters Score -2689954 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -2690007.000000 Penalty: 11511.002930
	Iteration 28Q: 3 clusters Score -2690007 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -2690051.500000 Penalty: 11511.002930
	Iteration 29Q: 3 clusters Score -2690052 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -2690089.000000 Penalty: 11511.002930
	Iteration 30Q: 3 clusters Score -2690089 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -2690119.000000 Penalty: 11511.002930
	Iteration 31Q: 3 clusters Score -2690119 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -2690138.000000 Penalty: 11511.002930
	Iteration 32Q: 3 clusters Score -2690138 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -2690154.000000 Penalty: 11511.002930
	Iteration 33Q: 3 clusters Score -2690154 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -2690179.750000 Penalty: 11511.002930
	Iteration 34Q: 3 clusters Score -2690180 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -2690198.250000 Penalty: 11511.002930
	Iteration 35Q: 3 clusters Score -2690198 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -2690207.750000 Penalty: 11511.002930
	Iteration 36Q: 3 clusters Score -2690208 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -2690224.000000 Penalty: 11511.002930
	Iteration 37Q: 3 clusters Score -2690224 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -2690240.250000 Penalty: 11511.002930
	Iteration 38Q: 3 clusters Score -2690240 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -2690257.500000 Penalty: 11511.002930
	Iteration 39Q: 3 clusters Score -2690258 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -2690277.500000 Penalty: 11511.002930
	Iteration 40F: 3 clusters Score -2690278 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -2690287.500000 Penalty: 11511.002930
	Iteration 41Q: 3 clusters Score -2690288 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -2690300.500000 Penalty: 11511.002930
	Iteration 42Q: 3 clusters Score -2690300 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -2690321.500000 Penalty: 11511.002930
	Iteration 43Q: 3 clusters Score -2690322 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -2690332.500000 Penalty: 11511.002930
	Iteration 44Q: 3 clusters Score -2690332 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -2690349.250000 Penalty: 11511.002930
	Iteration 45Q: 3 clusters Score -2690349 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -2690364.500000 Penalty: 11511.002930
	Iteration 46Q: 3 clusters Score -2690364 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -2690368.250000 Penalty: 11511.002930
	Iteration 47Q: 3 clusters Score -2690368 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -2690370.250000 Penalty: 11511.002930
	Iteration 48Q: 3 clusters Score -2690370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -2690383.500000 Penalty: 11511.002930
	Iteration 49Q: 3 clusters Score -2690384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -2690378.250000 Penalty: 11511.002930
	Iteration 50Q: 3 clusters Score -2690378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -2690383.750000 Penalty: 11511.002930
	Iteration 51Q: 3 clusters Score -2690384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -2690387.250000 Penalty: 11511.002930
	Iteration 52Q: 3 clusters Score -2690387 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -2690389.500000 Penalty: 11511.002930
	Iteration 53Q: 3 clusters Score -2690390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -2690390.000000 Penalty: 11511.002930
	Iteration 54Q: 3 clusters Score -2690390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -2690390.750000 Penalty: 11511.002930
	Iteration 55Q: 3 clusters Score -2690391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -2690394.500000 Penalty: 11511.002930
	Iteration 56Q: 3 clusters Score -2690394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -2690401.750000 Penalty: 11511.002930
	Iteration 57Q: 3 clusters Score -2690402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -2690402.750000 Penalty: 11511.002930
	Iteration 58Q: 3 clusters Score -2690403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -2690409.500000 Penalty: 11511.002930
	Iteration 59Q: 3 clusters Score -2690410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -2690407.250000 Penalty: 11511.002930
	Iteration 60F: 3 clusters Score -2690407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -2690411.500000 Penalty: 11511.002930
	Iteration 61Q: 3 clusters Score -2690412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -2690412.500000 Penalty: 11511.002930
	Iteration 62Q: 3 clusters Score -2690412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -2690415.500000 Penalty: 11511.002930
	Iteration 63Q: 3 clusters Score -2690416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -2690417.750000 Penalty: 11511.002930
	Iteration 64Q: 3 clusters Score -2690418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -2690418.000000 Penalty: 11511.002930
	Iteration 65Q: 3 clusters Score -2690418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -2690424.500000 Penalty: 11511.002930
	Iteration 66Q: 3 clusters Score -2690424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -2690422.500000 Penalty: 11511.002930
	Iteration 67Q: 3 clusters Score -2690422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -2690424.250000 Penalty: 11511.002930
	Iteration 68Q: 3 clusters Score -2690424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -2690424.250000 Penalty: 11511.002930
	Iteration 69Q: 3 clusters Score -2690424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -2690427.000000 Penalty: 11511.002930
	Iteration 70Q: 3 clusters Score -2690427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -2690427.500000 Penalty: 11511.002930
	Iteration 71Q: 3 clusters Score -2690428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -2690425.500000 Penalty: 11511.002930
	Iteration 72Q: 3 clusters Score -2690426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -2690432.500000 Penalty: 11511.002930
	Iteration 73Q: 3 clusters Score -2690432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -2690430.750000 Penalty: 11511.002930
	Iteration 74Q: 3 clusters Score -2690431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -2690436.750000 Penalty: 11511.002930
	Iteration 75Q: 3 clusters Score -2690437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -2690440.500000 Penalty: 11511.002930
	Iteration 76Q: 3 clusters Score -2690440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -2690439.750000 Penalty: 11511.002930
	Iteration 77Q: 3 clusters Score -2690440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -2690441.250000 Penalty: 11511.002930
	Iteration 78Q: 3 clusters Score -2690441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -2690439.750000 Penalty: 11511.002930
	Iteration 79Q: 3 clusters Score -2690440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -2690438.750000 Penalty: 11511.002930
	Iteration 80F: 3 clusters Score -2690439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -2690442.000000 Penalty: 11511.002930
	Iteration 81Q: 3 clusters Score -2690442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -2690448.000000 Penalty: 11511.002930
	Iteration 82Q: 3 clusters Score -2690448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -2690449.250000 Penalty: 11511.002930
	Iteration 83Q: 3 clusters Score -2690449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -2690447.000000 Penalty: 11511.002930
	Iteration 84Q: 3 clusters Score -2690447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -2690447.000000 Penalty: 11511.002930
	Iteration 85F: 3 clusters Score -2690447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28147 members 
Entering Unmasked Estep 
Score: -6176337.000000 Penalty: 6275.182617
	Iteration 0F: 2 clusters Score -6176337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -6154717.500000 Penalty: 12550.365234
	Iteration 0F: 3 clusters Score -6154718 nChanged 11850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -6161087.000000 Penalty: 12550.365234
	Iteration 1F: 3 clusters Score -6161087 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -6161889.000000 Penalty: 12550.365234
	Iteration 2F: 3 clusters Score -6161889 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -6162588.000000 Penalty: 12550.365234
	Iteration 3Q: 3 clusters Score -6162588 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -6163211.000000 Penalty: 12550.365234
	Iteration 4Q: 3 clusters Score -6163211 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -6163740.000000 Penalty: 12550.365234
	Iteration 5Q: 3 clusters Score -6163740 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -6164194.000000 Penalty: 12550.365234
	Iteration 6Q: 3 clusters Score -6164194 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -6164622.000000 Penalty: 12550.365234
	Iteration 7Q: 3 clusters Score -6164622 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -6165075.000000 Penalty: 12550.365234
	Iteration 8Q: 3 clusters Score -6165075 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -6165478.000000 Penalty: 12550.365234
	Iteration 9Q: 3 clusters Score -6165478 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -6165887.500000 Penalty: 12550.365234
	Iteration 10Q: 3 clusters Score -6165888 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -6166216.000000 Penalty: 12550.365234
	Iteration 11Q: 3 clusters Score -6166216 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -6166543.500000 Penalty: 12550.365234
	Iteration 12Q: 3 clusters Score -6166544 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -6166865.500000 Penalty: 12550.365234
	Iteration 13Q: 3 clusters Score -6166866 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -6167227.000000 Penalty: 12550.365234
	Iteration 14Q: 3 clusters Score -6167227 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -6167569.000000 Penalty: 12550.365234
	Iteration 15Q: 3 clusters Score -6167569 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -6167833.500000 Penalty: 12550.365234
	Iteration 16Q: 3 clusters Score -6167834 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -6168049.000000 Penalty: 12550.365234
	Iteration 17Q: 3 clusters Score -6168049 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -6168272.000000 Penalty: 12550.365234
	Iteration 18Q: 3 clusters Score -6168272 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -6168449.500000 Penalty: 12550.365234
	Iteration 19Q: 3 clusters Score -6168450 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -6168588.500000 Penalty: 12550.365234
	Iteration 20F: 3 clusters Score -6168588 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -6168722.500000 Penalty: 12550.365234
	Iteration 21Q: 3 clusters Score -6168722 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -6168929.000000 Penalty: 12550.365234
	Iteration 22Q: 3 clusters Score -6168929 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -6169069.000000 Penalty: 12550.365234
	Iteration 23Q: 3 clusters Score -6169069 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -6169211.500000 Penalty: 12550.365234
	Iteration 24Q: 3 clusters Score -6169212 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 22922 members 
Entering Unmasked Estep 
Score: -6169432.500000 Penalty: 12550.365234
	Iteration 25Q: 3 clusters Score -6169432 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -6169665.500000 Penalty: 12550.365234
	Iteration 26Q: 3 clusters Score -6169666 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -6169922.500000 Penalty: 12550.365234
	Iteration 27Q: 3 clusters Score -6169922 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -6170228.000000 Penalty: 12550.365234
	Iteration 28Q: 3 clusters Score -6170228 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -6170632.000000 Penalty: 12550.365234
	Iteration 29Q: 3 clusters Score -6170632 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -6171087.000000 Penalty: 12550.365234
	Iteration 30Q: 3 clusters Score -6171087 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 24912 members 
Entering Unmasked Estep 
Score: -6171308.500000 Penalty: 12550.365234
	Iteration 31Q: 3 clusters Score -6171308 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
Score: -6171432.500000 Penalty: 12550.365234
	Iteration 32Q: 3 clusters Score -6171432 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -6171499.000000 Penalty: 12550.365234
	Iteration 33Q: 3 clusters Score -6171499 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -6171562.500000 Penalty: 12550.365234
	Iteration 34Q: 3 clusters Score -6171562 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -6171592.000000 Penalty: 12550.365234
	Iteration 35Q: 3 clusters Score -6171592 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -6171620.500000 Penalty: 12550.365234
	Iteration 36Q: 3 clusters Score -6171620 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 25510 members 
Entering Unmasked Estep 
Score: -6171637.500000 Penalty: 12550.365234
	Iteration 37Q: 3 clusters Score -6171638 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 25549 members 
Entering Unmasked Estep 
Score: -6171657.000000 Penalty: 12550.365234
	Iteration 38Q: 3 clusters Score -6171657 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -6171667.000000 Penalty: 12550.365234
	Iteration 39Q: 3 clusters Score -6171667 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -6171689.500000 Penalty: 12550.365234
	Iteration 40F: 3 clusters Score -6171690 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 25640 members 
Entering Unmasked Estep 
Score: -6171687.000000 Penalty: 12550.365234
	Iteration 41Q: 3 clusters Score -6171687 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 25669 members 
Entering Unmasked Estep 
Score: -6171721.500000 Penalty: 12550.365234
	Iteration 42Q: 3 clusters Score -6171722 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -6171713.000000 Penalty: 12550.365234
	Iteration 43Q: 3 clusters Score -6171713 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -6171723.500000 Penalty: 12550.365234
	Iteration 44Q: 3 clusters Score -6171724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -6171729.500000 Penalty: 12550.365234
	Iteration 45Q: 3 clusters Score -6171730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -6171733.500000 Penalty: 12550.365234
	Iteration 46Q: 3 clusters Score -6171734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -6171732.500000 Penalty: 12550.365234
	Iteration 47Q: 3 clusters Score -6171732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
Score: -6171743.000000 Penalty: 12550.365234
	Iteration 48Q: 3 clusters Score -6171743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 25763 members 
Entering Unmasked Estep 
Score: -6171741.500000 Penalty: 12550.365234
	Iteration 49Q: 3 clusters Score -6171742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -6171744.000000 Penalty: 12550.365234
	Iteration 50Q: 3 clusters Score -6171744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -6171755.500000 Penalty: 12550.365234
	Iteration 51Q: 3 clusters Score -6171756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 25789 members 
Entering Unmasked Estep 
Score: -6171758.000000 Penalty: 12550.365234
	Iteration 52Q: 3 clusters Score -6171758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -6171755.500000 Penalty: 12550.365234
	Iteration 53Q: 3 clusters Score -6171756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -6171759.500000 Penalty: 12550.365234
	Iteration 54Q: 3 clusters Score -6171760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -6171761.500000 Penalty: 12550.365234
	Iteration 55Q: 3 clusters Score -6171762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -6171772.000000 Penalty: 12550.365234
	Iteration 56Q: 3 clusters Score -6171772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -6171760.000000 Penalty: 12550.365234
	Iteration 57Q: 3 clusters Score -6171760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -6171765.500000 Penalty: 12550.365234
	Iteration 58Q: 3 clusters Score -6171766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -6171768.500000 Penalty: 12550.365234
	Iteration 59Q: 3 clusters Score -6171768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 25813 members 
Entering Unmasked Estep 
Score: -6171769.000000 Penalty: 12550.365234
	Iteration 60F: 3 clusters Score -6171769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 25815 members 
Entering Unmasked Estep 
Score: -6171763.000000 Penalty: 12550.365234
	Iteration 61Q: 3 clusters Score -6171763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -6171756.000000 Penalty: 12550.365234
	Iteration 62Q: 3 clusters Score -6171756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -6171756.000000 Penalty: 12550.365234
	Iteration 63F: 3 clusters Score -6171756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (28845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Entering Unmasked Estep 
Score: -6438193.500000 Penalty: 6290.186035
	Iteration 0F: 2 clusters Score -6438194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -6416105.000000 Penalty: 12580.372070
	Iteration 0F: 3 clusters Score -6416105 nChanged 12160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -6422562.000000 Penalty: 12580.372070
	Iteration 1F: 3 clusters Score -6422562 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -6423387.500000 Penalty: 12580.372070
	Iteration 2F: 3 clusters Score -6423388 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -6423967.500000 Penalty: 12580.372070
	Iteration 3F: 3 clusters Score -6423968 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -6424368.000000 Penalty: 12580.372070
	Iteration 4Q: 3 clusters Score -6424368 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -6424737.500000 Penalty: 12580.372070
	Iteration 5Q: 3 clusters Score -6424738 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -6425076.500000 Penalty: 12580.372070
	Iteration 6Q: 3 clusters Score -6425076 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -6425389.000000 Penalty: 12580.372070
	Iteration 7Q: 3 clusters Score -6425389 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -6425687.000000 Penalty: 12580.372070
	Iteration 8Q: 3 clusters Score -6425687 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -6426064.000000 Penalty: 12580.372070
	Iteration 9Q: 3 clusters Score -6426064 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -6426514.000000 Penalty: 12580.372070
	Iteration 10Q: 3 clusters Score -6426514 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -6426947.500000 Penalty: 12580.372070
	Iteration 11Q: 3 clusters Score -6426948 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -6427543.000000 Penalty: 12580.372070
	Iteration 12Q: 3 clusters Score -6427543 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -6428191.000000 Penalty: 12580.372070
	Iteration 13Q: 3 clusters Score -6428191 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -6428863.500000 Penalty: 12580.372070
	Iteration 14Q: 3 clusters Score -6428864 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -6429535.000000 Penalty: 12580.372070
	Iteration 15Q: 3 clusters Score -6429535 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -6430177.500000 Penalty: 12580.372070
	Iteration 16Q: 3 clusters Score -6430178 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -6430799.500000 Penalty: 12580.372070
	Iteration 17Q: 3 clusters Score -6430800 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -6431245.500000 Penalty: 12580.372070
	Iteration 18Q: 3 clusters Score -6431246 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -6431637.500000 Penalty: 12580.372070
	Iteration 19Q: 3 clusters Score -6431638 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -6431896.000000 Penalty: 12580.372070
	Iteration 20F: 3 clusters Score -6431896 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27134 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -6432100.500000 Penalty: 12580.372070
	Iteration 21Q: 3 clusters Score -6432100 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27332 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -6432253.500000 Penalty: 12580.372070
	Iteration 22Q: 3 clusters Score -6432254 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -6432384.500000 Penalty: 12580.372070
	Iteration 23Q: 3 clusters Score -6432384 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27559 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -6432465.000000 Penalty: 12580.372070
	Iteration 24Q: 3 clusters Score -6432465 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -6432526.000000 Penalty: 12580.372070
	Iteration 25Q: 3 clusters Score -6432526 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27667 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -6432571.500000 Penalty: 12580.372070
	Iteration 26Q: 3 clusters Score -6432572 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27699 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -6432605.000000 Penalty: 12580.372070
	Iteration 27Q: 3 clusters Score -6432605 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27739 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -6432622.500000 Penalty: 12580.372070
	Iteration 28Q: 3 clusters Score -6432622 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27767 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -6432656.000000 Penalty: 12580.372070
	Iteration 29Q: 3 clusters Score -6432656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -6432655.000000 Penalty: 12580.372070
	Iteration 30Q: 3 clusters Score -6432655 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -6432680.000000 Penalty: 12580.372070
	Iteration 31Q: 3 clusters Score -6432680 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -6432682.500000 Penalty: 12580.372070
	Iteration 32Q: 3 clusters Score -6432682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -6432697.500000 Penalty: 12580.372070
	Iteration 33Q: 3 clusters Score -6432698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27832 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -6432707.500000 Penalty: 12580.372070
	Iteration 34Q: 3 clusters Score -6432708 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27841 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -6432715.500000 Penalty: 12580.372070
	Iteration 35Q: 3 clusters Score -6432716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -6432724.000000 Penalty: 12580.372070
	Iteration 36Q: 3 clusters Score -6432724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -6432732.000000 Penalty: 12580.372070
	Iteration 37Q: 3 clusters Score -6432732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -6432731.000000 Penalty: 12580.372070
	Iteration 38Q: 3 clusters Score -6432731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27858 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -6432724.000000 Penalty: 12580.372070
	Iteration 39Q: 3 clusters Score -6432724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27862 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -6432736.000000 Penalty: 12580.372070
	Iteration 40F: 3 clusters Score -6432736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27862 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -6432739.500000 Penalty: 12580.372070
	Iteration 41Q: 3 clusters Score -6432740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27862 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -6432739.500000 Penalty: 12580.372070
	Iteration 42F: 3 clusters Score -6432740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Entering Unmasked Estep 
Score: -931028.687500 Penalty: 5105.305176
	Iteration 0F: 2 clusters Score -931028.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -924421.250000 Penalty: 10210.610352
	Iteration 0F: 3 clusters Score -924421.2 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -925510.187500 Penalty: 10210.610352
	Iteration 1F: 3 clusters Score -925510.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -925822.062500 Penalty: 10210.610352
	Iteration 2F: 3 clusters Score -925822.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -926005.562500 Penalty: 10210.610352
	Iteration 3Q: 3 clusters Score -926005.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -926123.375000 Penalty: 10210.610352
	Iteration 4Q: 3 clusters Score -926123.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -926202.750000 Penalty: 10210.610352
	Iteration 5Q: 3 clusters Score -926202.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -926255.062500 Penalty: 10210.610352
	Iteration 6Q: 3 clusters Score -926255.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -926292.937500 Penalty: 10210.610352
	Iteration 7Q: 3 clusters Score -926292.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -926309.437500 Penalty: 10210.610352
	Iteration 8Q: 3 clusters Score -926309.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -926321.562500 Penalty: 10210.610352
	Iteration 9Q: 3 clusters Score -926321.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -926331.562500 Penalty: 10210.610352
	Iteration 10Q: 3 clusters Score -926331.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -926340.437500 Penalty: 10210.610352
	Iteration 11Q: 3 clusters Score -926340.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -926348.750000 Penalty: 10210.610352
	Iteration 12Q: 3 clusters Score -926348.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -926353.000000 Penalty: 10210.610352
	Iteration 13Q: 3 clusters Score -926353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -926356.062500 Penalty: 10210.610352
	Iteration 14Q: 3 clusters Score -926356.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -926358.437500 Penalty: 10210.610352
	Iteration 15Q: 3 clusters Score -926358.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -926360.062500 Penalty: 10210.610352
	Iteration 16Q: 3 clusters Score -926360.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -926365.875000 Penalty: 10210.610352
	Iteration 17Q: 3 clusters Score -926365.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -926368.250000 Penalty: 10210.610352
	Iteration 18Q: 3 clusters Score -926368.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -926371.312500 Penalty: 10210.610352
	Iteration 19Q: 3 clusters Score -926371.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -926378.000000 Penalty: 10210.610352
	Iteration 20F: 3 clusters Score -926378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -926382.937500 Penalty: 10210.610352
	Iteration 21Q: 3 clusters Score -926382.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -926384.062500 Penalty: 10210.610352
	Iteration 22Q: 3 clusters Score -926384.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -926386.500000 Penalty: 10210.610352
	Iteration 23Q: 3 clusters Score -926386.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -926389.875000 Penalty: 10210.610352
	Iteration 24Q: 3 clusters Score -926389.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -926393.250000 Penalty: 10210.610352
	Iteration 25Q: 3 clusters Score -926393.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -926397.125000 Penalty: 10210.610352
	Iteration 26Q: 3 clusters Score -926397.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -926400.812500 Penalty: 10210.610352
	Iteration 27Q: 3 clusters Score -926400.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -926401.750000 Penalty: 10210.610352
	Iteration 28Q: 3 clusters Score -926401.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -926401.500000 Penalty: 10210.610352
	Iteration 29Q: 3 clusters Score -926401.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -926401.500000 Penalty: 10210.610352
	Iteration 30F: 3 clusters Score -926401.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (144998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144998 members 
Entering Unmasked Estep 
Score: -32132000.000000 Penalty: 7279.241211
	Iteration 0F: 2 clusters Score -3.2132e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72406 members 
Mstep: Class 2 contains 72592 members 
Entering Unmasked Estep 
Score: -32034190.000000 Penalty: 14558.482422
	Iteration 0F: 3 clusters Score -3.203419e+07 nChanged 67202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71090 members 
Mstep: Class 2 contains 73908 members 
Entering Unmasked Estep 
Score: -32071828.000000 Penalty: 14558.482422
	Iteration 1F: 3 clusters Score -3.207183e+07 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70283 members 
Mstep: Class 2 contains 74715 members 
Entering Unmasked Estep 
Score: -32073410.000000 Penalty: 14558.482422
	Iteration 2Q: 3 clusters Score -3.207341e+07 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69099 members 
Mstep: Class 2 contains 75899 members 
Entering Unmasked Estep 
Score: -32074732.000000 Penalty: 14558.482422
	Iteration 3Q: 3 clusters Score -3.207473e+07 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67472 members 
Mstep: Class 2 contains 77526 members 
Entering Unmasked Estep 
Score: -32076392.000000 Penalty: 14558.482422
	Iteration 4Q: 3 clusters Score -3.207639e+07 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65099 members 
Mstep: Class 2 contains 79899 members 
Entering Unmasked Estep 
Score: -32078018.000000 Penalty: 14558.482422
	Iteration 5Q: 3 clusters Score -3.207802e+07 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61647 members 
Mstep: Class 2 contains 83351 members 
Entering Unmasked Estep 
Score: -32079876.000000 Penalty: 14558.482422
	Iteration 6Q: 3 clusters Score -3.207988e+07 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56880 members 
Mstep: Class 2 contains 88118 members 
Entering Unmasked Estep 
Score: -32082228.000000 Penalty: 14558.482422
	Iteration 7Q: 3 clusters Score -3.208223e+07 nChanged 7354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50460 members 
Mstep: Class 2 contains 94538 members 
Entering Unmasked Estep 
Score: -32085974.000000 Penalty: 14558.482422
	Iteration 8F: 3 clusters Score -3.208597e+07 nChanged 8756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42192 members 
Mstep: Class 2 contains 102806 members 
Entering Unmasked Estep 
Score: -32091640.000000 Penalty: 14558.482422
	Iteration 9F: 3 clusters Score -3.209164e+07 nChanged 9950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32450 members 
Mstep: Class 2 contains 112548 members 
Entering Unmasked Estep 
Score: -32099536.000000 Penalty: 14558.482422
	Iteration 10F: 3 clusters Score -3.209954e+07 nChanged 10064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 122528 members 
Entering Unmasked Estep 
Score: -32108058.000000 Penalty: 14558.482422
	Iteration 11F: 3 clusters Score -3.210806e+07 nChanged 8343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 130833 members 
Entering Unmasked Estep 
Score: -32115568.000000 Penalty: 14558.482422
	Iteration 12F: 3 clusters Score -3.211557e+07 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 136623 members 
Entering Unmasked Estep 
Score: -32120608.000000 Penalty: 14558.482422
	Iteration 13Q: 3 clusters Score -3.212061e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 139977 members 
Entering Unmasked Estep 
Score: -32123122.000000 Penalty: 14558.482422
	Iteration 14Q: 3 clusters Score -3.212312e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 141764 members 
Entering Unmasked Estep 
Score: -32124356.000000 Penalty: 14558.482422
	Iteration 15Q: 3 clusters Score -3.212436e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 142695 members 
Entering Unmasked Estep 
Score: -32124988.000000 Penalty: 14558.482422
	Iteration 16Q: 3 clusters Score -3.212499e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 143128 members 
Entering Unmasked Estep 
Score: -32125356.000000 Penalty: 14558.482422
	Iteration 17Q: 3 clusters Score -3.212536e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 143370 members 
Entering Unmasked Estep 
Score: -32125434.000000 Penalty: 14558.482422
	Iteration 18Q: 3 clusters Score -3.212543e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 143529 members 
Entering Unmasked Estep 
Score: -32125538.000000 Penalty: 14558.482422
	Iteration 19Q: 3 clusters Score -3.212554e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 143620 members 
Entering Unmasked Estep 
Score: -32125628.000000 Penalty: 14558.482422
	Iteration 20F: 3 clusters Score -3.212563e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 143690 members 
Entering Unmasked Estep 
Score: -32125682.000000 Penalty: 14558.482422
	Iteration 21Q: 3 clusters Score -3.212568e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 143729 members 
Entering Unmasked Estep 
Score: -32125720.000000 Penalty: 14558.482422
	Iteration 22Q: 3 clusters Score -3.212572e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 143762 members 
Entering Unmasked Estep 
Score: -32125736.000000 Penalty: 14558.482422
	Iteration 23Q: 3 clusters Score -3.212574e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 143789 members 
Entering Unmasked Estep 
Score: -32125738.000000 Penalty: 14558.482422
	Iteration 24Q: 3 clusters Score -3.212574e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 143808 members 
Entering Unmasked Estep 
Score: -32125782.000000 Penalty: 14558.482422
	Iteration 25Q: 3 clusters Score -3.212578e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 143821 members 
Entering Unmasked Estep 
Score: -32125790.000000 Penalty: 14558.482422
	Iteration 26Q: 3 clusters Score -3.212579e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 143834 members 
Entering Unmasked Estep 
Score: -32125798.000000 Penalty: 14558.482422
	Iteration 27Q: 3 clusters Score -3.21258e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 143846 members 
Entering Unmasked Estep 
Score: -32125800.000000 Penalty: 14558.482422
	Iteration 28Q: 3 clusters Score -3.21258e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 143853 members 
Entering Unmasked Estep 
Score: -32125828.000000 Penalty: 14558.482422
	Iteration 29Q: 3 clusters Score -3.212583e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 143856 members 
Entering Unmasked Estep 
Score: -32125798.000000 Penalty: 14558.482422
	Iteration 30Q: 3 clusters Score -3.21258e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 143860 members 
Entering Unmasked Estep 
Score: -32125806.000000 Penalty: 14558.482422
	Iteration 31Q: 3 clusters Score -3.212581e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 143862 members 
Entering Unmasked Estep 
Score: -32125788.000000 Penalty: 14558.482422
	Iteration 32Q: 3 clusters Score -3.212579e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 143864 members 
Entering Unmasked Estep 
Score: -32125806.000000 Penalty: 14558.482422
	Iteration 33Q: 3 clusters Score -3.212581e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 143869 members 
Entering Unmasked Estep 
Score: -32125792.000000 Penalty: 14558.482422
	Iteration 34Q: 3 clusters Score -3.212579e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 143877 members 
Entering Unmasked Estep 
Score: -32125796.000000 Penalty: 14558.482422
	Iteration 35Q: 3 clusters Score -3.21258e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 143880 members 
Entering Unmasked Estep 
Score: -32125792.000000 Penalty: 14558.482422
	Iteration 36Q: 3 clusters Score -3.212579e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 143884 members 
Entering Unmasked Estep 
Score: -32125796.000000 Penalty: 14558.482422
	Iteration 37Q: 3 clusters Score -3.21258e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 143885 members 
Entering Unmasked Estep 
Score: -32125804.000000 Penalty: 14558.482422
	Iteration 38Q: 3 clusters Score -3.21258e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 143889 members 
Entering Unmasked Estep 
Score: -32125824.000000 Penalty: 14558.482422
	Iteration 39Q: 3 clusters Score -3.212582e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 143892 members 
Entering Unmasked Estep 
Score: -32125818.000000 Penalty: 14558.482422
	Iteration 40F: 3 clusters Score -3.212582e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 143891 members 
Entering Unmasked Estep 
Score: -32125828.000000 Penalty: 14558.482422
	Iteration 41Q: 3 clusters Score -3.212583e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 143894 members 
Entering Unmasked Estep 
Score: -32125840.000000 Penalty: 14558.482422
	Iteration 42Q: 3 clusters Score -3.212584e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 143894 members 
Entering Unmasked Estep 
Score: -32125820.000000 Penalty: 14558.482422
	Iteration 43Q: 3 clusters Score -3.212582e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 143893 members 
Entering Unmasked Estep 
Score: -32125832.000000 Penalty: 14558.482422
	Iteration 44Q: 3 clusters Score -3.212583e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 143894 members 
Entering Unmasked Estep 
Score: -32125832.000000 Penalty: 14558.482422
	Iteration 45Q: 3 clusters Score -3.212583e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 143894 members 
Entering Unmasked Estep 
Score: -32125832.000000 Penalty: 14558.482422
	Iteration 46F: 3 clusters Score -3.212583e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Entering Unmasked Estep 
Score: -54201.113281 Penalty: 3479.105713
	Iteration 0F: 2 clusters Score -54201.11 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 149 members 
Entering Unmasked Estep 
Score: -51409.269531 Penalty: 6958.211426
	Iteration 0F: 3 clusters Score -51409.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -51448.156250 Penalty: 6958.211426
	Iteration 1Q: 3 clusters Score -51448.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -51464.765625 Penalty: 6958.211426
	Iteration 2Q: 3 clusters Score -51464.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -51482.539062 Penalty: 6958.211426
	Iteration 3Q: 3 clusters Score -51482.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -51491.984375 Penalty: 6958.211426
	Iteration 4Q: 3 clusters Score -51491.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -51491.984375 Penalty: 6958.211426
	Iteration 5F: 3 clusters Score -51491.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Entering Unmasked Estep 
Score: -462059.843750 Penalty: 4681.339844
	Iteration 0F: 2 clusters Score -462059.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -456964.093750 Penalty: 9362.679688
	Iteration 0F: 3 clusters Score -456964.1 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -457525.625000 Penalty: 9362.679688
	Iteration 1F: 3 clusters Score -457525.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -457686.281250 Penalty: 9362.679688
	Iteration 2F: 3 clusters Score -457686.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -457768.406250 Penalty: 9362.679688
	Iteration 3Q: 3 clusters Score -457768.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -457812.062500 Penalty: 9362.679688
	Iteration 4Q: 3 clusters Score -457812.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -457854.875000 Penalty: 9362.679688
	Iteration 5Q: 3 clusters Score -457854.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -457945.625000 Penalty: 9362.679688
	Iteration 6Q: 3 clusters Score -457945.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -458083.875000 Penalty: 9362.679688
	Iteration 7Q: 3 clusters Score -458083.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -458256.031250 Penalty: 9362.679688
	Iteration 8Q: 3 clusters Score -458256 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -458434.187500 Penalty: 9362.679688
	Iteration 9Q: 3 clusters Score -458434.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -458576.125000 Penalty: 9362.679688
	Iteration 10Q: 3 clusters Score -458576.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -458709.062500 Penalty: 9362.679688
	Iteration 11Q: 3 clusters Score -458709.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -458818.437500 Penalty: 9362.679688
	Iteration 12Q: 3 clusters Score -458818.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -458931.531250 Penalty: 9362.679688
	Iteration 13Q: 3 clusters Score -458931.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -459045.468750 Penalty: 9362.679688
	Iteration 14Q: 3 clusters Score -459045.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -459133.093750 Penalty: 9362.679688
	Iteration 15Q: 3 clusters Score -459133.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -459229.937500 Penalty: 9362.679688
	Iteration 16Q: 3 clusters Score -459229.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -459327.218750 Penalty: 9362.679688
	Iteration 17Q: 3 clusters Score -459327.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -459396.656250 Penalty: 9362.679688
	Iteration 18Q: 3 clusters Score -459396.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -459475.843750 Penalty: 9362.679688
	Iteration 19Q: 3 clusters Score -459475.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -459508.781250 Penalty: 9362.679688
	Iteration 20F: 3 clusters Score -459508.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -459535.843750 Penalty: 9362.679688
	Iteration 21Q: 3 clusters Score -459535.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -459548.843750 Penalty: 9362.679688
	Iteration 22Q: 3 clusters Score -459548.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -459560.031250 Penalty: 9362.679688
	Iteration 23Q: 3 clusters Score -459560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -459575.531250 Penalty: 9362.679688
	Iteration 24Q: 3 clusters Score -459575.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -459580.812500 Penalty: 9362.679688
	Iteration 25Q: 3 clusters Score -459580.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -459581.562500 Penalty: 9362.679688
	Iteration 26Q: 3 clusters Score -459581.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -459581.562500 Penalty: 9362.679688
	Iteration 27F: 3 clusters Score -459581.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (34151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34151 members 
Entering Unmasked Estep 
Score: -7597873.000000 Penalty: 6393.610352
	Iteration 0F: 2 clusters Score -7597873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -7572454.000000 Penalty: 12787.220703
	Iteration 0F: 3 clusters Score -7572454 nChanged 14538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -7580093.500000 Penalty: 12787.220703
	Iteration 1F: 3 clusters Score -7580094 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -7580862.000000 Penalty: 12787.220703
	Iteration 2F: 3 clusters Score -7580862 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -7581421.500000 Penalty: 12787.220703
	Iteration 3Q: 3 clusters Score -7581422 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -7581894.500000 Penalty: 12787.220703
	Iteration 4Q: 3 clusters Score -7581894 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -7582387.500000 Penalty: 12787.220703
	Iteration 5Q: 3 clusters Score -7582388 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -7582910.000000 Penalty: 12787.220703
	Iteration 6Q: 3 clusters Score -7582910 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -7583496.000000 Penalty: 12787.220703
	Iteration 7Q: 3 clusters Score -7583496 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -7584083.500000 Penalty: 12787.220703
	Iteration 8Q: 3 clusters Score -7584084 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -7584738.500000 Penalty: 12787.220703
	Iteration 9Q: 3 clusters Score -7584738 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -7585521.000000 Penalty: 12787.220703
	Iteration 10Q: 3 clusters Score -7585521 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -7586342.000000 Penalty: 12787.220703
	Iteration 11Q: 3 clusters Score -7586342 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 25408 members 
Entering Unmasked Estep 
Score: -7587183.500000 Penalty: 12787.220703
	Iteration 12Q: 3 clusters Score -7587184 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 26573 members 
Entering Unmasked Estep 
Score: -7588061.000000 Penalty: 12787.220703
	Iteration 13Q: 3 clusters Score -7588061 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -7588907.000000 Penalty: 12787.220703
	Iteration 14Q: 3 clusters Score -7588907 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 28593 members 
Entering Unmasked Estep 
Score: -7589722.500000 Penalty: 12787.220703
	Iteration 15Q: 3 clusters Score -7589722 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 29356 members 
Entering Unmasked Estep 
Score: -7590398.000000 Penalty: 12787.220703
	Iteration 16Q: 3 clusters Score -7590398 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 29933 members 
Entering Unmasked Estep 
Score: -7590964.500000 Penalty: 12787.220703
	Iteration 17Q: 3 clusters Score -7590964 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
Score: -7591471.500000 Penalty: 12787.220703
	Iteration 18Q: 3 clusters Score -7591472 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 30745 members 
Entering Unmasked Estep 
Score: -7591822.500000 Penalty: 12787.220703
	Iteration 19Q: 3 clusters Score -7591822 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 30972 members 
Entering Unmasked Estep 
Score: -7592034.000000 Penalty: 12787.220703
	Iteration 20F: 3 clusters Score -7592034 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 31140 members 
Entering Unmasked Estep 
Score: -7592159.500000 Penalty: 12787.220703
	Iteration 21Q: 3 clusters Score -7592160 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 31243 members 
Entering Unmasked Estep 
Score: -7592260.500000 Penalty: 12787.220703
	Iteration 22Q: 3 clusters Score -7592260 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 31319 members 
Entering Unmasked Estep 
Score: -7592296.500000 Penalty: 12787.220703
	Iteration 23Q: 3 clusters Score -7592296 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 31390 members 
Entering Unmasked Estep 
Score: -7592335.000000 Penalty: 12787.220703
	Iteration 24Q: 3 clusters Score -7592335 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 31443 members 
Entering Unmasked Estep 
Score: -7592366.500000 Penalty: 12787.220703
	Iteration 25Q: 3 clusters Score -7592366 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 31483 members 
Entering Unmasked Estep 
Score: -7592411.000000 Penalty: 12787.220703
	Iteration 26Q: 3 clusters Score -7592411 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 31511 members 
Entering Unmasked Estep 
Score: -7592401.500000 Penalty: 12787.220703
	Iteration 27Q: 3 clusters Score -7592402 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 31548 members 
Entering Unmasked Estep 
Score: -7592419.500000 Penalty: 12787.220703
	Iteration 28Q: 3 clusters Score -7592420 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 31588 members 
Entering Unmasked Estep 
Score: -7592446.500000 Penalty: 12787.220703
	Iteration 29Q: 3 clusters Score -7592446 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 31616 members 
Entering Unmasked Estep 
Score: -7592439.000000 Penalty: 12787.220703
	Iteration 30Q: 3 clusters Score -7592439 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 31633 members 
Entering Unmasked Estep 
Score: -7592456.500000 Penalty: 12787.220703
	Iteration 31Q: 3 clusters Score -7592456 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 31650 members 
Entering Unmasked Estep 
Score: -7592466.000000 Penalty: 12787.220703
	Iteration 32Q: 3 clusters Score -7592466 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 31668 members 
Entering Unmasked Estep 
Score: -7592472.500000 Penalty: 12787.220703
	Iteration 33Q: 3 clusters Score -7592472 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 31681 members 
Entering Unmasked Estep 
Score: -7592475.500000 Penalty: 12787.220703
	Iteration 34Q: 3 clusters Score -7592476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 31691 members 
Entering Unmasked Estep 
Score: -7592488.000000 Penalty: 12787.220703
	Iteration 35Q: 3 clusters Score -7592488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 31702 members 
Entering Unmasked Estep 
Score: -7592487.000000 Penalty: 12787.220703
	Iteration 36Q: 3 clusters Score -7592487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 31707 members 
Entering Unmasked Estep 
Score: -7592495.500000 Penalty: 12787.220703
	Iteration 37Q: 3 clusters Score -7592496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 31713 members 
Entering Unmasked Estep 
Score: -7592503.000000 Penalty: 12787.220703
	Iteration 38Q: 3 clusters Score -7592503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 31715 members 
Entering Unmasked Estep 
Score: -7592503.500000 Penalty: 12787.220703
	Iteration 39Q: 3 clusters Score -7592504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 31716 members 
Entering Unmasked Estep 
Score: -7592501.000000 Penalty: 12787.220703
	Iteration 40F: 3 clusters Score -7592501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 31718 members 
Entering Unmasked Estep 
Score: -7592497.000000 Penalty: 12787.220703
	Iteration 41Q: 3 clusters Score -7592497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 31720 members 
Entering Unmasked Estep 
Score: -7592501.000000 Penalty: 12787.220703
	Iteration 42Q: 3 clusters Score -7592501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 31722 members 
Entering Unmasked Estep 
Score: -7592505.500000 Penalty: 12787.220703
	Iteration 43Q: 3 clusters Score -7592506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 31723 members 
Entering Unmasked Estep 
Score: -7592500.500000 Penalty: 12787.220703
	Iteration 44Q: 3 clusters Score -7592500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 31724 members 
Entering Unmasked Estep 
Score: -7592500.000000 Penalty: 12787.220703
	Iteration 45Q: 3 clusters Score -7592500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 31729 members 
Entering Unmasked Estep 
Score: -7592499.000000 Penalty: 12787.220703
	Iteration 46Q: 3 clusters Score -7592499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 31731 members 
Entering Unmasked Estep 
Score: -7592503.500000 Penalty: 12787.220703
	Iteration 47Q: 3 clusters Score -7592504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 31733 members 
Entering Unmasked Estep 
Score: -7592506.500000 Penalty: 12787.220703
	Iteration 48Q: 3 clusters Score -7592506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 31737 members 
Entering Unmasked Estep 
Score: -7592504.500000 Penalty: 12787.220703
	Iteration 49Q: 3 clusters Score -7592504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 31738 members 
Entering Unmasked Estep 
Score: -7592503.500000 Penalty: 12787.220703
	Iteration 50Q: 3 clusters Score -7592504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 31740 members 
Entering Unmasked Estep 
Score: -7592509.500000 Penalty: 12787.220703
	Iteration 51Q: 3 clusters Score -7592510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 31741 members 
Entering Unmasked Estep 
Score: -7592507.000000 Penalty: 12787.220703
	Iteration 52Q: 3 clusters Score -7592507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 31740 members 
Entering Unmasked Estep 
Score: -7592512.500000 Penalty: 12787.220703
	Iteration 53Q: 3 clusters Score -7592512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 31741 members 
Entering Unmasked Estep 
Score: -7592513.000000 Penalty: 12787.220703
	Iteration 54Q: 3 clusters Score -7592513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 31742 members 
Entering Unmasked Estep 
Score: -7592516.000000 Penalty: 12787.220703
	Iteration 55Q: 3 clusters Score -7592516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 31743 members 
Entering Unmasked Estep 
Score: -7592517.500000 Penalty: 12787.220703
	Iteration 56Q: 3 clusters Score -7592518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 31743 members 
Entering Unmasked Estep 
Score: -7592517.500000 Penalty: 12787.220703
	Iteration 57F: 3 clusters Score -7592518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (20444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Entering Unmasked Estep 
Score: -4517253.000000 Penalty: 6079.334961
	Iteration 0F: 2 clusters Score -4517253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -4500529.000000 Penalty: 12158.669922
	Iteration 0F: 3 clusters Score -4500529 nChanged 8259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -4505043.500000 Penalty: 12158.669922
	Iteration 1F: 3 clusters Score -4505044 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -4505736.500000 Penalty: 12158.669922
	Iteration 2F: 3 clusters Score -4505736 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -4506248.500000 Penalty: 12158.669922
	Iteration 3Q: 3 clusters Score -4506248 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -4506799.000000 Penalty: 12158.669922
	Iteration 4Q: 3 clusters Score -4506799 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -4507453.000000 Penalty: 12158.669922
	Iteration 5Q: 3 clusters Score -4507453 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -4508253.000000 Penalty: 12158.669922
	Iteration 6Q: 3 clusters Score -4508253 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -4509177.500000 Penalty: 12158.669922
	Iteration 7F: 3 clusters Score -4509178 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -4510184.000000 Penalty: 12158.669922
	Iteration 8F: 3 clusters Score -4510184 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -4511068.000000 Penalty: 12158.669922
	Iteration 9F: 3 clusters Score -4511068 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -4511822.500000 Penalty: 12158.669922
	Iteration 10Q: 3 clusters Score -4511822 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -4512366.500000 Penalty: 12158.669922
	Iteration 11Q: 3 clusters Score -4512366 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -4512812.000000 Penalty: 12158.669922
	Iteration 12Q: 3 clusters Score -4512812 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -4513217.000000 Penalty: 12158.669922
	Iteration 13Q: 3 clusters Score -4513217 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -4513623.500000 Penalty: 12158.669922
	Iteration 14Q: 3 clusters Score -4513624 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -4514095.500000 Penalty: 12158.669922
	Iteration 15Q: 3 clusters Score -4514096 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -4514582.500000 Penalty: 12158.669922
	Iteration 16Q: 3 clusters Score -4514582 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -4515116.000000 Penalty: 12158.669922
	Iteration 17Q: 3 clusters Score -4515116 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -4515635.000000 Penalty: 12158.669922
	Iteration 18Q: 3 clusters Score -4515635 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -4516204.500000 Penalty: 12158.669922
	Iteration 19Q: 3 clusters Score -4516204 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -4516661.000000 Penalty: 12158.669922
	Iteration 20F: 3 clusters Score -4516661 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -4516957.000000 Penalty: 12158.669922
	Iteration 21Q: 3 clusters Score -4516957 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -4517108.500000 Penalty: 12158.669922
	Iteration 22Q: 3 clusters Score -4517108 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -4517200.500000 Penalty: 12158.669922
	Iteration 23Q: 3 clusters Score -4517200 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -4517219.500000 Penalty: 12158.669922
	Iteration 24Q: 3 clusters Score -4517220 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -4517237.000000 Penalty: 12158.669922
	Iteration 25Q: 3 clusters Score -4517237 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -4517272.000000 Penalty: 12158.669922
	Iteration 26Q: 3 clusters Score -4517272 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -4517283.500000 Penalty: 12158.669922
	Iteration 27Q: 3 clusters Score -4517284 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -4517301.000000 Penalty: 12158.669922
	Iteration 28Q: 3 clusters Score -4517301 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -4517304.500000 Penalty: 12158.669922
	Iteration 29Q: 3 clusters Score -4517304 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -4517324.000000 Penalty: 12158.669922
	Iteration 30Q: 3 clusters Score -4517324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -4517325.500000 Penalty: 12158.669922
	Iteration 31Q: 3 clusters Score -4517326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -4517319.500000 Penalty: 12158.669922
	Iteration 32Q: 3 clusters Score -4517320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -4517320.000000 Penalty: 12158.669922
	Iteration 33Q: 3 clusters Score -4517320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -4517322.500000 Penalty: 12158.669922
	Iteration 34Q: 3 clusters Score -4517322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -4517321.500000 Penalty: 12158.669922
	Iteration 35Q: 3 clusters Score -4517322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -4517323.000000 Penalty: 12158.669922
	Iteration 36Q: 3 clusters Score -4517323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -4517322.500000 Penalty: 12158.669922
	Iteration 37Q: 3 clusters Score -4517322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -4517322.500000 Penalty: 12158.669922
	Iteration 38F: 3 clusters Score -4517322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18047 members 
Mstep: Class 3 contains 18181 members 
Mstep: Class 4 contains 63369 members 
Mstep: Class 5 contains 53010 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71745 members 
Mstep: Class 8 contains 20070 members 
Mstep: Class 9 contains 36310 members 
Mstep: Class 10 contains 32895 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 6000 members 
Mstep: Class 13 contains 965 members 
Mstep: Class 14 contains 67475 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 48342 members 
Mstep: Class 17 contains 12049 members 
Mstep: Class 18 contains 28147 members 
Mstep: Class 19 contains 28845 members 
Mstep: Class 20 contains 4168 members 
Mstep: Class 21 contains 144998 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2086 members 
Mstep: Class 24 contains 34151 members 
Mstep: Class 25 contains 7333 members 
Mstep: Class 26 contains 1121 members 
Mstep: Class 27 contains 13111 members 
Entering Unmasked Estep 
Score: -157290992.000000 Penalty: 222986.234375
Splitting cluster 25 changes total score from -157293648.000000 to -157290992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (1121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Entering Unmasked Estep 
Score: -224427.343750 Penalty: 4300.960449
	Iteration 0F: 2 clusters Score -224427.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -220229.234375 Penalty: 8601.920898
	Iteration 0F: 3 clusters Score -220229.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -220684.343750 Penalty: 8601.920898
	Iteration 1F: 3 clusters Score -220684.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -220924.234375 Penalty: 8601.920898
	Iteration 2F: 3 clusters Score -220924.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -221047.468750 Penalty: 8601.920898
	Iteration 3Q: 3 clusters Score -221047.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -221172.968750 Penalty: 8601.920898
	Iteration 4Q: 3 clusters Score -221173 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -221248.406250 Penalty: 8601.920898
	Iteration 5Q: 3 clusters Score -221248.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -221269.484375 Penalty: 8601.920898
	Iteration 6Q: 3 clusters Score -221269.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -221286.968750 Penalty: 8601.920898
	Iteration 7Q: 3 clusters Score -221287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -221301.484375 Penalty: 8601.920898
	Iteration 8Q: 3 clusters Score -221301.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -221317.859375 Penalty: 8601.920898
	Iteration 9Q: 3 clusters Score -221317.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -221333.562500 Penalty: 8601.920898
	Iteration 10Q: 3 clusters Score -221333.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -221340.421875 Penalty: 8601.920898
	Iteration 11Q: 3 clusters Score -221340.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -221345.546875 Penalty: 8601.920898
	Iteration 12Q: 3 clusters Score -221345.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -221352.421875 Penalty: 8601.920898
	Iteration 13Q: 3 clusters Score -221352.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -221353.625000 Penalty: 8601.920898
	Iteration 14Q: 3 clusters Score -221353.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -221359.234375 Penalty: 8601.920898
	Iteration 15Q: 3 clusters Score -221359.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -221365.000000 Penalty: 8601.920898
	Iteration 16Q: 3 clusters Score -221365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -221366.515625 Penalty: 8601.920898
	Iteration 17Q: 3 clusters Score -221366.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -221366.515625 Penalty: 8601.920898
	Iteration 18F: 3 clusters Score -221366.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18047 members 
Mstep: Class 3 contains 18181 members 
Mstep: Class 4 contains 63369 members 
Mstep: Class 5 contains 53010 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71745 members 
Mstep: Class 8 contains 20070 members 
Mstep: Class 9 contains 36310 members 
Mstep: Class 10 contains 32895 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 6000 members 
Mstep: Class 13 contains 965 members 
Mstep: Class 14 contains 67475 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 48342 members 
Mstep: Class 17 contains 12049 members 
Mstep: Class 18 contains 28147 members 
Mstep: Class 19 contains 28845 members 
Mstep: Class 20 contains 4168 members 
Mstep: Class 21 contains 144998 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2086 members 
Mstep: Class 24 contains 34151 members 
Mstep: Class 25 contains 20444 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293584.000000 Penalty: 214727.484375
Iteration 119Q: 27 clusters Score -1.572936e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18047 members 
Mstep: Class 3 contains 18181 members 
Mstep: Class 4 contains 63369 members 
Mstep: Class 5 contains 53012 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71745 members 
Mstep: Class 8 contains 20070 members 
Mstep: Class 9 contains 36310 members 
Mstep: Class 10 contains 32895 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 6000 members 
Mstep: Class 13 contains 965 members 
Mstep: Class 14 contains 67475 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 48342 members 
Mstep: Class 17 contains 12049 members 
Mstep: Class 18 contains 28147 members 
Mstep: Class 19 contains 28845 members 
Mstep: Class 20 contains 4168 members 
Mstep: Class 21 contains 144997 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2086 members 
Mstep: Class 24 contains 34151 members 
Mstep: Class 25 contains 20443 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293536.000000 Penalty: 214727.484375
Iteration 120F: 27 clusters Score -1.572935e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18047 members 
Mstep: Class 3 contains 18181 members 
Mstep: Class 4 contains 63369 members 
Mstep: Class 5 contains 53012 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71745 members 
Mstep: Class 8 contains 20070 members 
Mstep: Class 9 contains 36310 members 
Mstep: Class 10 contains 32895 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 6000 members 
Mstep: Class 13 contains 965 members 
Mstep: Class 14 contains 67475 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 48342 members 
Mstep: Class 17 contains 12049 members 
Mstep: Class 18 contains 28147 members 
Mstep: Class 19 contains 28845 members 
Mstep: Class 20 contains 4168 members 
Mstep: Class 21 contains 144998 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2086 members 
Mstep: Class 24 contains 34151 members 
Mstep: Class 25 contains 20442 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293536.000000 Penalty: 214727.484375
Iteration 121Q: 27 clusters Score -1.572935e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18048 members 
Mstep: Class 3 contains 18181 members 
Mstep: Class 4 contains 63369 members 
Mstep: Class 5 contains 53012 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71745 members 
Mstep: Class 8 contains 20070 members 
Mstep: Class 9 contains 36310 members 
Mstep: Class 10 contains 32895 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 6000 members 
Mstep: Class 13 contains 965 members 
Mstep: Class 14 contains 67475 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 48342 members 
Mstep: Class 17 contains 12049 members 
Mstep: Class 18 contains 28147 members 
Mstep: Class 19 contains 28845 members 
Mstep: Class 20 contains 4168 members 
Mstep: Class 21 contains 144997 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2086 members 
Mstep: Class 24 contains 34151 members 
Mstep: Class 25 contains 20442 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293584.000000 Penalty: 214727.484375
Iteration 122Q: 27 clusters Score -1.572936e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18049 members 
Mstep: Class 3 contains 18181 members 
Mstep: Class 4 contains 63369 members 
Mstep: Class 5 contains 53012 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71745 members 
Mstep: Class 8 contains 20070 members 
Mstep: Class 9 contains 36310 members 
Mstep: Class 10 contains 32895 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 6000 members 
Mstep: Class 13 contains 965 members 
Mstep: Class 14 contains 67475 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 48342 members 
Mstep: Class 17 contains 12049 members 
Mstep: Class 18 contains 28146 members 
Mstep: Class 19 contains 28845 members 
Mstep: Class 20 contains 4168 members 
Mstep: Class 21 contains 144997 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2086 members 
Mstep: Class 24 contains 34151 members 
Mstep: Class 25 contains 20442 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293568.000000 Penalty: 214727.484375
Iteration 123Q: 27 clusters Score -1.572936e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18048 members 
Mstep: Class 3 contains 18181 members 
Mstep: Class 4 contains 63369 members 
Mstep: Class 5 contains 53013 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71745 members 
Mstep: Class 8 contains 20070 members 
Mstep: Class 9 contains 36310 members 
Mstep: Class 10 contains 32895 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 6000 members 
Mstep: Class 13 contains 965 members 
Mstep: Class 14 contains 67475 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 48342 members 
Mstep: Class 17 contains 12049 members 
Mstep: Class 18 contains 28145 members 
Mstep: Class 19 contains 28845 members 
Mstep: Class 20 contains 4168 members 
Mstep: Class 21 contains 144998 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2086 members 
Mstep: Class 24 contains 34151 members 
Mstep: Class 25 contains 20442 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293600.000000 Penalty: 214727.484375
Iteration 124Q: 27 clusters Score -1.572936e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18047 members 
Mstep: Class 3 contains 18181 members 
Mstep: Class 4 contains 63369 members 
Mstep: Class 5 contains 53013 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71745 members 
Mstep: Class 8 contains 20070 members 
Mstep: Class 9 contains 36310 members 
Mstep: Class 10 contains 32895 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 6000 members 
Mstep: Class 13 contains 965 members 
Mstep: Class 14 contains 67475 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 48342 members 
Mstep: Class 17 contains 12049 members 
Mstep: Class 18 contains 28144 members 
Mstep: Class 19 contains 28845 members 
Mstep: Class 20 contains 4168 members 
Mstep: Class 21 contains 145000 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2086 members 
Mstep: Class 24 contains 34151 members 
Mstep: Class 25 contains 20442 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293584.000000 Penalty: 214727.484375
Iteration 125Q: 27 clusters Score -1.572936e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18047 members 
Mstep: Class 3 contains 18181 members 
Mstep: Class 4 contains 63369 members 
Mstep: Class 5 contains 53013 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71745 members 
Mstep: Class 8 contains 20070 members 
Mstep: Class 9 contains 36310 members 
Mstep: Class 10 contains 32895 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 6000 members 
Mstep: Class 13 contains 965 members 
Mstep: Class 14 contains 67475 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 48342 members 
Mstep: Class 17 contains 12049 members 
Mstep: Class 18 contains 28144 members 
Mstep: Class 19 contains 28845 members 
Mstep: Class 20 contains 4168 members 
Mstep: Class 21 contains 145000 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2086 members 
Mstep: Class 24 contains 34151 members 
Mstep: Class 25 contains 20442 members 
Mstep: Class 26 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157293584.000000 Penalty: 214727.484375
Iteration 126F: 27 clusters Score -1.572936e+08 nChanged 0
Entering ConstructFrom: 
Score: -157293584.000000 Penalty: 214727.484375
Entering ConstructFrom: 
Trying to split cluster 1 (1313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Entering Unmasked Estep 
Score: -280588.812500 Penalty: 4397.792969
	Iteration 0F: 2 clusters Score -280588.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -276188.062500 Penalty: 8795.585938
	Iteration 0F: 3 clusters Score -276188.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -276683.531250 Penalty: 8795.585938
	Iteration 1F: 3 clusters Score -276683.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -276884.062500 Penalty: 8795.585938
	Iteration 2Q: 3 clusters Score -276884.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -277061.875000 Penalty: 8795.585938
	Iteration 3Q: 3 clusters Score -277061.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -277267.968750 Penalty: 8795.585938
	Iteration 4Q: 3 clusters Score -277268 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -277615.781250 Penalty: 8795.585938
	Iteration 5Q: 3 clusters Score -277615.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -278071.968750 Penalty: 8795.585938
	Iteration 6Q: 3 clusters Score -278072 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -278302.343750 Penalty: 8795.585938
	Iteration 7Q: 3 clusters Score -278302.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -278425.468750 Penalty: 8795.585938
	Iteration 8Q: 3 clusters Score -278425.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -278485.031250 Penalty: 8795.585938
	Iteration 9Q: 3 clusters Score -278485 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -278512.625000 Penalty: 8795.585938
	Iteration 10Q: 3 clusters Score -278512.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -278533.375000 Penalty: 8795.585938
	Iteration 11Q: 3 clusters Score -278533.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -278552.500000 Penalty: 8795.585938
	Iteration 12Q: 3 clusters Score -278552.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -278558.687500 Penalty: 8795.585938
	Iteration 13Q: 3 clusters Score -278558.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -278568.093750 Penalty: 8795.585938
	Iteration 14Q: 3 clusters Score -278568.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -278578.593750 Penalty: 8795.585938
	Iteration 15Q: 3 clusters Score -278578.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -278578.593750 Penalty: 8795.585938
	Iteration 16F: 3 clusters Score -278578.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Entering Unmasked Estep 
Score: -4034641.250000 Penalty: 6002.949707
	Iteration 0F: 2 clusters Score -4034641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -4019253.000000 Penalty: 12005.899414
	Iteration 0F: 3 clusters Score -4019253 nChanged 7254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -4023339.750000 Penalty: 12005.899414
	Iteration 1F: 3 clusters Score -4023340 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -4024171.250000 Penalty: 12005.899414
	Iteration 2F: 3 clusters Score -4024171 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -4025022.750000 Penalty: 12005.899414
	Iteration 3F: 3 clusters Score -4025023 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -4025865.000000 Penalty: 12005.899414
	Iteration 4F: 3 clusters Score -4025865 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -4026443.000000 Penalty: 12005.899414
	Iteration 5F: 3 clusters Score -4026443 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -4026944.250000 Penalty: 12005.899414
	Iteration 6Q: 3 clusters Score -4026944 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -4027455.500000 Penalty: 12005.899414
	Iteration 7Q: 3 clusters Score -4027456 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -4027967.250000 Penalty: 12005.899414
	Iteration 8Q: 3 clusters Score -4027967 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -4028438.500000 Penalty: 12005.899414
	Iteration 9Q: 3 clusters Score -4028438 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -4028852.250000 Penalty: 12005.899414
	Iteration 10Q: 3 clusters Score -4028852 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -4029241.250000 Penalty: 12005.899414
	Iteration 11Q: 3 clusters Score -4029241 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -4029687.750000 Penalty: 12005.899414
	Iteration 12Q: 3 clusters Score -4029688 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -4030119.750000 Penalty: 12005.899414
	Iteration 13Q: 3 clusters Score -4030120 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -4030531.500000 Penalty: 12005.899414
	Iteration 14Q: 3 clusters Score -4030532 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -4030899.250000 Penalty: 12005.899414
	Iteration 15Q: 3 clusters Score -4030899 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -4031254.500000 Penalty: 12005.899414
	Iteration 16Q: 3 clusters Score -4031254 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -4031590.250000 Penalty: 12005.899414
	Iteration 17Q: 3 clusters Score -4031590 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -4031860.750000 Penalty: 12005.899414
	Iteration 18Q: 3 clusters Score -4031861 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -4032089.750000 Penalty: 12005.899414
	Iteration 19Q: 3 clusters Score -4032090 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -4032294.000000 Penalty: 12005.899414
	Iteration 20F: 3 clusters Score -4032294 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -4032504.250000 Penalty: 12005.899414
	Iteration 21Q: 3 clusters Score -4032504 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -4032768.500000 Penalty: 12005.899414
	Iteration 22Q: 3 clusters Score -4032768 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -4032983.000000 Penalty: 12005.899414
	Iteration 23Q: 3 clusters Score -4032983 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -4033145.000000 Penalty: 12005.899414
	Iteration 24Q: 3 clusters Score -4033145 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -4033310.000000 Penalty: 12005.899414
	Iteration 25Q: 3 clusters Score -4033310 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -4033489.250000 Penalty: 12005.899414
	Iteration 26Q: 3 clusters Score -4033489 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -4033661.500000 Penalty: 12005.899414
	Iteration 27Q: 3 clusters Score -4033662 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -4033789.250000 Penalty: 12005.899414
	Iteration 28Q: 3 clusters Score -4033789 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -4033871.500000 Penalty: 12005.899414
	Iteration 29Q: 3 clusters Score -4033872 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -4033949.750000 Penalty: 12005.899414
	Iteration 30Q: 3 clusters Score -4033950 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -4033989.250000 Penalty: 12005.899414
	Iteration 31Q: 3 clusters Score -4033989 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -4034025.250000 Penalty: 12005.899414
	Iteration 32Q: 3 clusters Score -4034025 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -4034040.000000 Penalty: 12005.899414
	Iteration 33Q: 3 clusters Score -4034040 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -4034050.250000 Penalty: 12005.899414
	Iteration 34Q: 3 clusters Score -4034050 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -4034057.250000 Penalty: 12005.899414
	Iteration 35Q: 3 clusters Score -4034057 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -4034063.500000 Penalty: 12005.899414
	Iteration 36Q: 3 clusters Score -4034064 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -4034074.750000 Penalty: 12005.899414
	Iteration 37Q: 3 clusters Score -4034075 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -4034083.500000 Penalty: 12005.899414
	Iteration 38Q: 3 clusters Score -4034084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -4034091.000000 Penalty: 12005.899414
	Iteration 39Q: 3 clusters Score -4034091 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -4034111.000000 Penalty: 12005.899414
	Iteration 40F: 3 clusters Score -4034111 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -4034118.000000 Penalty: 12005.899414
	Iteration 41Q: 3 clusters Score -4034118 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -4034125.750000 Penalty: 12005.899414
	Iteration 42Q: 3 clusters Score -4034126 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -4034137.250000 Penalty: 12005.899414
	Iteration 43Q: 3 clusters Score -4034137 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -4034144.500000 Penalty: 12005.899414
	Iteration 44Q: 3 clusters Score -4034144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -4034136.000000 Penalty: 12005.899414
	Iteration 45Q: 3 clusters Score -4034136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -4034138.500000 Penalty: 12005.899414
	Iteration 46Q: 3 clusters Score -4034138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -4034139.000000 Penalty: 12005.899414
	Iteration 47Q: 3 clusters Score -4034139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -4034143.250000 Penalty: 12005.899414
	Iteration 48Q: 3 clusters Score -4034143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -4034143.250000 Penalty: 12005.899414
	Iteration 49F: 3 clusters Score -4034143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Entering Unmasked Estep 
Score: -3911694.250000 Penalty: 6007.480957
	Iteration 0F: 2 clusters Score -3911694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -3896434.000000 Penalty: 12014.961914
	Iteration 0F: 3 clusters Score -3896434 nChanged 7317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -3900816.500000 Penalty: 12014.961914
	Iteration 1F: 3 clusters Score -3900816 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -3901774.500000 Penalty: 12014.961914
	Iteration 2F: 3 clusters Score -3901774 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -3902689.500000 Penalty: 12014.961914
	Iteration 3F: 3 clusters Score -3902690 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -3903652.000000 Penalty: 12014.961914
	Iteration 4F: 3 clusters Score -3903652 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -3904689.250000 Penalty: 12014.961914
	Iteration 5F: 3 clusters Score -3904689 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -3905643.250000 Penalty: 12014.961914
	Iteration 6F: 3 clusters Score -3905643 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -3906468.500000 Penalty: 12014.961914
	Iteration 7F: 3 clusters Score -3906468 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -3907044.500000 Penalty: 12014.961914
	Iteration 8Q: 3 clusters Score -3907044 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -3907501.750000 Penalty: 12014.961914
	Iteration 9Q: 3 clusters Score -3907502 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -3907777.000000 Penalty: 12014.961914
	Iteration 10Q: 3 clusters Score -3907777 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -3907964.750000 Penalty: 12014.961914
	Iteration 11Q: 3 clusters Score -3907965 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -3908087.000000 Penalty: 12014.961914
	Iteration 12Q: 3 clusters Score -3908087 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -3908209.500000 Penalty: 12014.961914
	Iteration 13Q: 3 clusters Score -3908210 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -3908306.000000 Penalty: 12014.961914
	Iteration 14Q: 3 clusters Score -3908306 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -3908372.750000 Penalty: 12014.961914
	Iteration 15Q: 3 clusters Score -3908373 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -3908416.500000 Penalty: 12014.961914
	Iteration 16Q: 3 clusters Score -3908416 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -3908457.750000 Penalty: 12014.961914
	Iteration 17Q: 3 clusters Score -3908458 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -3908482.000000 Penalty: 12014.961914
	Iteration 18Q: 3 clusters Score -3908482 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -3908482.500000 Penalty: 12014.961914
	Iteration 19Q: 3 clusters Score -3908482 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -3908487.000000 Penalty: 12014.961914
	Iteration 20F: 3 clusters Score -3908487 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -3908511.500000 Penalty: 12014.961914
	Iteration 21Q: 3 clusters Score -3908512 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -3908517.750000 Penalty: 12014.961914
	Iteration 22Q: 3 clusters Score -3908518 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -3908514.250000 Penalty: 12014.961914
	Iteration 23Q: 3 clusters Score -3908514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -3908514.000000 Penalty: 12014.961914
	Iteration 24Q: 3 clusters Score -3908514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -3908514.250000 Penalty: 12014.961914
	Iteration 25Q: 3 clusters Score -3908514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -3908519.750000 Penalty: 12014.961914
	Iteration 26Q: 3 clusters Score -3908520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -3908519.500000 Penalty: 12014.961914
	Iteration 27Q: 3 clusters Score -3908520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -3908522.000000 Penalty: 12014.961914
	Iteration 28Q: 3 clusters Score -3908522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -3908525.000000 Penalty: 12014.961914
	Iteration 29Q: 3 clusters Score -3908525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -3908524.750000 Penalty: 12014.961914
	Iteration 30Q: 3 clusters Score -3908525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -3908525.750000 Penalty: 12014.961914
	Iteration 31Q: 3 clusters Score -3908526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -3908525.500000 Penalty: 12014.961914
	Iteration 32Q: 3 clusters Score -3908526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -3908527.250000 Penalty: 12014.961914
	Iteration 33Q: 3 clusters Score -3908527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -3908527.750000 Penalty: 12014.961914
	Iteration 34Q: 3 clusters Score -3908528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -3908527.500000 Penalty: 12014.961914
	Iteration 35Q: 3 clusters Score -3908528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -3908528.000000 Penalty: 12014.961914
	Iteration 36Q: 3 clusters Score -3908528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -3908530.500000 Penalty: 12014.961914
	Iteration 37Q: 3 clusters Score -3908530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -3908532.000000 Penalty: 12014.961914
	Iteration 38Q: 3 clusters Score -3908532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -3908530.000000 Penalty: 12014.961914
	Iteration 39Q: 3 clusters Score -3908530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -3908528.250000 Penalty: 12014.961914
	Iteration 40F: 3 clusters Score -3908528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -3908529.750000 Penalty: 12014.961914
	Iteration 41Q: 3 clusters Score -3908530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -3908531.250000 Penalty: 12014.961914
	Iteration 42Q: 3 clusters Score -3908531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -3908530.750000 Penalty: 12014.961914
	Iteration 43Q: 3 clusters Score -3908531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -3908530.000000 Penalty: 12014.961914
	Iteration 44Q: 3 clusters Score -3908530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -3908527.750000 Penalty: 12014.961914
	Iteration 45Q: 3 clusters Score -3908528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -3908527.000000 Penalty: 12014.961914
	Iteration 46Q: 3 clusters Score -3908527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -3908527.500000 Penalty: 12014.961914
	Iteration 47Q: 3 clusters Score -3908528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -3908532.250000 Penalty: 12014.961914
	Iteration 48Q: 3 clusters Score -3908532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -3908532.250000 Penalty: 12014.961914
	Iteration 49F: 3 clusters Score -3908532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (63369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63369 members 
Entering Unmasked Estep 
Score: -14227044.000000 Penalty: 6772.247070
	Iteration 0F: 2 clusters Score -1.422704e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31828 members 
Mstep: Class 2 contains 31541 members 
Entering Unmasked Estep 
Score: -14182770.000000 Penalty: 13544.494141
	Iteration 0F: 3 clusters Score -1.418277e+07 nChanged 28249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32413 members 
Mstep: Class 2 contains 30956 members 
Entering Unmasked Estep 
Score: -14198138.000000 Penalty: 13544.494141
	Iteration 1F: 3 clusters Score -1.419814e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32658 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
Score: -14199083.000000 Penalty: 13544.494141
	Iteration 2Q: 3 clusters Score -1.419908e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 30400 members 
Entering Unmasked Estep 
Score: -14199773.000000 Penalty: 13544.494141
	Iteration 3Q: 3 clusters Score -1.419977e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33413 members 
Mstep: Class 2 contains 29956 members 
Entering Unmasked Estep 
Score: -14200447.000000 Penalty: 13544.494141
	Iteration 4Q: 3 clusters Score -1.420045e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33976 members 
Mstep: Class 2 contains 29393 members 
Entering Unmasked Estep 
Score: -14201096.000000 Penalty: 13544.494141
	Iteration 5Q: 3 clusters Score -1.42011e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34620 members 
Mstep: Class 2 contains 28749 members 
Entering Unmasked Estep 
Score: -14201729.000000 Penalty: 13544.494141
	Iteration 6Q: 3 clusters Score -1.420173e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35413 members 
Mstep: Class 2 contains 27956 members 
Entering Unmasked Estep 
Score: -14202499.000000 Penalty: 13544.494141
	Iteration 7Q: 3 clusters Score -1.42025e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36336 members 
Mstep: Class 2 contains 27033 members 
Entering Unmasked Estep 
Score: -14203372.000000 Penalty: 13544.494141
	Iteration 8Q: 3 clusters Score -1.420337e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37448 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -14204532.000000 Penalty: 13544.494141
	Iteration 9Q: 3 clusters Score -1.420453e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38719 members 
Mstep: Class 2 contains 24650 members 
Entering Unmasked Estep 
Score: -14205983.000000 Penalty: 13544.494141
	Iteration 10Q: 3 clusters Score -1.420598e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40303 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -14207645.000000 Penalty: 13544.494141
	Iteration 11Q: 3 clusters Score -1.420764e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42111 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -14209531.000000 Penalty: 13544.494141
	Iteration 12Q: 3 clusters Score -1.420953e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44133 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -14211500.000000 Penalty: 13544.494141
	Iteration 13Q: 3 clusters Score -1.42115e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46197 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -14213195.000000 Penalty: 13544.494141
	Iteration 14Q: 3 clusters Score -1.42132e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48274 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -14214522.000000 Penalty: 13544.494141
	Iteration 15Q: 3 clusters Score -1.421452e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50165 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -14215617.000000 Penalty: 13544.494141
	Iteration 16Q: 3 clusters Score -1.421562e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51919 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -14216673.000000 Penalty: 13544.494141
	Iteration 17Q: 3 clusters Score -1.421667e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53539 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -14217456.000000 Penalty: 13544.494141
	Iteration 18Q: 3 clusters Score -1.421746e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54960 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -14218183.000000 Penalty: 13544.494141
	Iteration 19Q: 3 clusters Score -1.421818e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56193 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -14218751.000000 Penalty: 13544.494141
	Iteration 20F: 3 clusters Score -1.421875e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57183 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -14219243.000000 Penalty: 13544.494141
	Iteration 21Q: 3 clusters Score -1.421924e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57974 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -14219651.000000 Penalty: 13544.494141
	Iteration 22Q: 3 clusters Score -1.421965e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58597 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -14219954.000000 Penalty: 13544.494141
	Iteration 23Q: 3 clusters Score -1.421995e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59094 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -14220271.000000 Penalty: 13544.494141
	Iteration 24Q: 3 clusters Score -1.422027e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59479 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -14220438.000000 Penalty: 13544.494141
	Iteration 25Q: 3 clusters Score -1.422044e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59791 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -14220580.000000 Penalty: 13544.494141
	Iteration 26Q: 3 clusters Score -1.422058e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60052 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -14220705.000000 Penalty: 13544.494141
	Iteration 27Q: 3 clusters Score -1.42207e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60258 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -14220781.000000 Penalty: 13544.494141
	Iteration 28Q: 3 clusters Score -1.422078e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60439 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -14220834.000000 Penalty: 13544.494141
	Iteration 29Q: 3 clusters Score -1.422083e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60575 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -14220924.000000 Penalty: 13544.494141
	Iteration 30Q: 3 clusters Score -1.422092e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60696 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -14220975.000000 Penalty: 13544.494141
	Iteration 31Q: 3 clusters Score -1.422098e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60794 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -14221038.000000 Penalty: 13544.494141
	Iteration 32Q: 3 clusters Score -1.422104e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60880 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -14221077.000000 Penalty: 13544.494141
	Iteration 33Q: 3 clusters Score -1.422108e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60964 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -14221123.000000 Penalty: 13544.494141
	Iteration 34Q: 3 clusters Score -1.422112e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61027 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -14221178.000000 Penalty: 13544.494141
	Iteration 35Q: 3 clusters Score -1.422118e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61081 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -14221197.000000 Penalty: 13544.494141
	Iteration 36Q: 3 clusters Score -1.42212e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61116 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -14221209.000000 Penalty: 13544.494141
	Iteration 37Q: 3 clusters Score -1.422121e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61137 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -14221219.000000 Penalty: 13544.494141
	Iteration 38Q: 3 clusters Score -1.422122e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61162 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -14221223.000000 Penalty: 13544.494141
	Iteration 39Q: 3 clusters Score -1.422122e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61188 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -14221232.000000 Penalty: 13544.494141
	Iteration 40F: 3 clusters Score -1.422123e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61212 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -14221262.000000 Penalty: 13544.494141
	Iteration 41Q: 3 clusters Score -1.422126e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61237 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -14221277.000000 Penalty: 13544.494141
	Iteration 42Q: 3 clusters Score -1.422128e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61266 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -14221293.000000 Penalty: 13544.494141
	Iteration 43Q: 3 clusters Score -1.422129e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61292 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -14221300.000000 Penalty: 13544.494141
	Iteration 44Q: 3 clusters Score -1.42213e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61309 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -14221321.000000 Penalty: 13544.494141
	Iteration 45Q: 3 clusters Score -1.422132e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61329 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -14221318.000000 Penalty: 13544.494141
	Iteration 46Q: 3 clusters Score -1.422132e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61344 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -14221334.000000 Penalty: 13544.494141
	Iteration 47Q: 3 clusters Score -1.422133e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61358 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -14221327.000000 Penalty: 13544.494141
	Iteration 48Q: 3 clusters Score -1.422133e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61371 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -14221314.000000 Penalty: 13544.494141
	Iteration 49Q: 3 clusters Score -1.422131e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61385 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -14221335.000000 Penalty: 13544.494141
	Iteration 50Q: 3 clusters Score -1.422134e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61397 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -14221347.000000 Penalty: 13544.494141
	Iteration 51Q: 3 clusters Score -1.422135e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61408 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -14221356.000000 Penalty: 13544.494141
	Iteration 52Q: 3 clusters Score -1.422136e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61418 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -14221348.000000 Penalty: 13544.494141
	Iteration 53Q: 3 clusters Score -1.422135e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61425 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -14221351.000000 Penalty: 13544.494141
	Iteration 54Q: 3 clusters Score -1.422135e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61427 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -14221349.000000 Penalty: 13544.494141
	Iteration 55Q: 3 clusters Score -1.422135e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61428 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -14221354.000000 Penalty: 13544.494141
	Iteration 56Q: 3 clusters Score -1.422135e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61434 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -14221362.000000 Penalty: 13544.494141
	Iteration 57Q: 3 clusters Score -1.422136e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61441 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -14221366.000000 Penalty: 13544.494141
	Iteration 58Q: 3 clusters Score -1.422137e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61450 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -14221381.000000 Penalty: 13544.494141
	Iteration 59Q: 3 clusters Score -1.422138e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61456 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -14221371.000000 Penalty: 13544.494141
	Iteration 60F: 3 clusters Score -1.422137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61459 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -14221369.000000 Penalty: 13544.494141
	Iteration 61Q: 3 clusters Score -1.422137e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61466 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -14221380.000000 Penalty: 13544.494141
	Iteration 62Q: 3 clusters Score -1.422138e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61470 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -14221380.000000 Penalty: 13544.494141
	Iteration 63Q: 3 clusters Score -1.422138e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61477 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -14221382.000000 Penalty: 13544.494141
	Iteration 64Q: 3 clusters Score -1.422138e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61480 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -14221375.000000 Penalty: 13544.494141
	Iteration 65Q: 3 clusters Score -1.422138e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61485 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -14221375.000000 Penalty: 13544.494141
	Iteration 66Q: 3 clusters Score -1.422138e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61495 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -14221377.000000 Penalty: 13544.494141
	Iteration 67Q: 3 clusters Score -1.422138e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61504 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -14221385.000000 Penalty: 13544.494141
	Iteration 68Q: 3 clusters Score -1.422138e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61516 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -14221393.000000 Penalty: 13544.494141
	Iteration 69Q: 3 clusters Score -1.422139e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61525 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -14221399.000000 Penalty: 13544.494141
	Iteration 70Q: 3 clusters Score -1.42214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61525 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -14221386.000000 Penalty: 13544.494141
	Iteration 71Q: 3 clusters Score -1.422139e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61527 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -14221390.000000 Penalty: 13544.494141
	Iteration 72Q: 3 clusters Score -1.422139e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61529 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -14221401.000000 Penalty: 13544.494141
	Iteration 73Q: 3 clusters Score -1.42214e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61534 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -14221397.000000 Penalty: 13544.494141
	Iteration 74Q: 3 clusters Score -1.42214e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61540 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -14221400.000000 Penalty: 13544.494141
	Iteration 75Q: 3 clusters Score -1.42214e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61543 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -14221394.000000 Penalty: 13544.494141
	Iteration 76Q: 3 clusters Score -1.422139e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61545 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -14221398.000000 Penalty: 13544.494141
	Iteration 77Q: 3 clusters Score -1.42214e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61548 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -14221403.000000 Penalty: 13544.494141
	Iteration 78Q: 3 clusters Score -1.42214e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61552 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -14221406.000000 Penalty: 13544.494141
	Iteration 79Q: 3 clusters Score -1.422141e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61553 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -14221400.000000 Penalty: 13544.494141
	Iteration 80F: 3 clusters Score -1.42214e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61557 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -14221404.000000 Penalty: 13544.494141
	Iteration 81Q: 3 clusters Score -1.42214e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61561 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -14221414.000000 Penalty: 13544.494141
	Iteration 82Q: 3 clusters Score -1.422141e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61563 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -14221421.000000 Penalty: 13544.494141
	Iteration 83Q: 3 clusters Score -1.422142e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61567 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -14221419.000000 Penalty: 13544.494141
	Iteration 84Q: 3 clusters Score -1.422142e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61569 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -14221426.000000 Penalty: 13544.494141
	Iteration 85Q: 3 clusters Score -1.422143e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61569 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -14221426.000000 Penalty: 13544.494141
	Iteration 86F: 3 clusters Score -1.422143e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (53013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53013 members 
Entering Unmasked Estep 
Score: -11915519.000000 Penalty: 6662.954102
	Iteration 0F: 2 clusters Score -1.191552e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26392 members 
Mstep: Class 2 contains 26621 members 
Entering Unmasked Estep 
Score: -11877829.000000 Penalty: 13325.908203
	Iteration 0F: 3 clusters Score -1.187783e+07 nChanged 23370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 27389 members 
Entering Unmasked Estep 
Score: -11890311.000000 Penalty: 13325.908203
	Iteration 1F: 3 clusters Score -1.189031e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 27814 members 
Entering Unmasked Estep 
Score: -11891318.000000 Penalty: 13325.908203
	Iteration 2F: 3 clusters Score -1.189132e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -11892130.000000 Penalty: 13325.908203
	Iteration 3Q: 3 clusters Score -1.189213e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 29214 members 
Entering Unmasked Estep 
Score: -11892840.000000 Penalty: 13325.908203
	Iteration 4Q: 3 clusters Score -1.189284e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 30248 members 
Entering Unmasked Estep 
Score: -11893662.000000 Penalty: 13325.908203
	Iteration 5Q: 3 clusters Score -1.189366e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 31590 members 
Entering Unmasked Estep 
Score: -11894543.000000 Penalty: 13325.908203
	Iteration 6Q: 3 clusters Score -1.189454e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 33267 members 
Entering Unmasked Estep 
Score: -11895704.000000 Penalty: 13325.908203
	Iteration 7Q: 3 clusters Score -1.18957e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 35353 members 
Entering Unmasked Estep 
Score: -11897205.000000 Penalty: 13325.908203
	Iteration 8Q: 3 clusters Score -1.18972e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 37917 members 
Entering Unmasked Estep 
Score: -11899241.000000 Penalty: 13325.908203
	Iteration 9F: 3 clusters Score -1.189924e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 40678 members 
Entering Unmasked Estep 
Score: -11901832.000000 Penalty: 13325.908203
	Iteration 10F: 3 clusters Score -1.190183e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 43258 members 
Entering Unmasked Estep 
Score: -11904345.000000 Penalty: 13325.908203
	Iteration 11F: 3 clusters Score -1.190434e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 45167 members 
Entering Unmasked Estep 
Score: -11906551.000000 Penalty: 13325.908203
	Iteration 12Q: 3 clusters Score -1.190655e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 46400 members 
Entering Unmasked Estep 
Score: -11908299.000000 Penalty: 13325.908203
	Iteration 13Q: 3 clusters Score -1.19083e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 46988 members 
Entering Unmasked Estep 
Score: -11909770.000000 Penalty: 13325.908203
	Iteration 14Q: 3 clusters Score -1.190977e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 47019 members 
Entering Unmasked Estep 
Score: -11910973.000000 Penalty: 13325.908203
	Iteration 15Q: 3 clusters Score -1.191097e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 46784 members 
Entering Unmasked Estep 
Score: -11912033.000000 Penalty: 13325.908203
	Iteration 16Q: 3 clusters Score -1.191203e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 46418 members 
Entering Unmasked Estep 
Score: -11913128.000000 Penalty: 13325.908203
	Iteration 17Q: 3 clusters Score -1.191313e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 46046 members 
Entering Unmasked Estep 
Score: -11914053.000000 Penalty: 13325.908203
	Iteration 18Q: 3 clusters Score -1.191405e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 45782 members 
Entering Unmasked Estep 
Score: -11914513.000000 Penalty: 13325.908203
	Iteration 19Q: 3 clusters Score -1.191451e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 45589 members 
Entering Unmasked Estep 
Score: -11914648.000000 Penalty: 13325.908203
	Iteration 20F: 3 clusters Score -1.191465e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 45440 members 
Entering Unmasked Estep 
Score: -11914782.000000 Penalty: 13325.908203
	Iteration 21Q: 3 clusters Score -1.191478e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 45343 members 
Entering Unmasked Estep 
Score: -11914823.000000 Penalty: 13325.908203
	Iteration 22Q: 3 clusters Score -1.191482e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 45300 members 
Entering Unmasked Estep 
Score: -11914855.000000 Penalty: 13325.908203
	Iteration 23Q: 3 clusters Score -1.191486e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 45275 members 
Entering Unmasked Estep 
Score: -11914849.000000 Penalty: 13325.908203
	Iteration 24Q: 3 clusters Score -1.191485e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 45256 members 
Entering Unmasked Estep 
Score: -11914847.000000 Penalty: 13325.908203
	Iteration 25Q: 3 clusters Score -1.191485e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 45250 members 
Entering Unmasked Estep 
Score: -11914858.000000 Penalty: 13325.908203
	Iteration 26Q: 3 clusters Score -1.191486e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 45244 members 
Entering Unmasked Estep 
Score: -11914852.000000 Penalty: 13325.908203
	Iteration 27Q: 3 clusters Score -1.191485e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 45242 members 
Entering Unmasked Estep 
Score: -11914859.000000 Penalty: 13325.908203
	Iteration 28Q: 3 clusters Score -1.191486e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 45240 members 
Entering Unmasked Estep 
Score: -11914848.000000 Penalty: 13325.908203
	Iteration 29Q: 3 clusters Score -1.191485e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 45238 members 
Entering Unmasked Estep 
Score: -11914848.000000 Penalty: 13325.908203
	Iteration 30Q: 3 clusters Score -1.191485e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 45237 members 
Entering Unmasked Estep 
Score: -11914848.000000 Penalty: 13325.908203
	Iteration 31Q: 3 clusters Score -1.191485e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 45237 members 
Entering Unmasked Estep 
Score: -11914848.000000 Penalty: 13325.908203
	Iteration 32F: 3 clusters Score -1.191485e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Entering Unmasked Estep 
Score: -229100.531250 Penalty: 4318.730957
	Iteration 0F: 2 clusters Score -229100.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -225055.406250 Penalty: 8637.461914
	Iteration 0F: 3 clusters Score -225055.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -225734.781250 Penalty: 8637.461914
	Iteration 1F: 3 clusters Score -225734.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -226375.234375 Penalty: 8637.461914
	Iteration 2F: 3 clusters Score -226375.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -226660.484375 Penalty: 8637.461914
	Iteration 3F: 3 clusters Score -226660.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -226780.718750 Penalty: 8637.461914
	Iteration 4Q: 3 clusters Score -226780.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -226866.609375 Penalty: 8637.461914
	Iteration 5Q: 3 clusters Score -226866.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -226961.625000 Penalty: 8637.461914
	Iteration 6Q: 3 clusters Score -226961.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -227009.031250 Penalty: 8637.461914
	Iteration 7Q: 3 clusters Score -227009 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -227060.140625 Penalty: 8637.461914
	Iteration 8Q: 3 clusters Score -227060.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -227120.765625 Penalty: 8637.461914
	Iteration 9Q: 3 clusters Score -227120.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -227173.687500 Penalty: 8637.461914
	Iteration 10Q: 3 clusters Score -227173.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -227250.359375 Penalty: 8637.461914
	Iteration 11Q: 3 clusters Score -227250.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -227321.687500 Penalty: 8637.461914
	Iteration 12Q: 3 clusters Score -227321.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -227369.609375 Penalty: 8637.461914
	Iteration 13Q: 3 clusters Score -227369.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -227396.937500 Penalty: 8637.461914
	Iteration 14Q: 3 clusters Score -227396.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -227429.906250 Penalty: 8637.461914
	Iteration 15Q: 3 clusters Score -227429.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -227444.578125 Penalty: 8637.461914
	Iteration 16Q: 3 clusters Score -227444.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -227448.968750 Penalty: 8637.461914
	Iteration 17Q: 3 clusters Score -227449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -227448.968750 Penalty: 8637.461914
	Iteration 18F: 3 clusters Score -227449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (71745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71745 members 
Entering Unmasked Estep 
Score: -16033286.000000 Penalty: 6848.285156
	Iteration 0F: 2 clusters Score -1.603329e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 35697 members 
Entering Unmasked Estep 
Score: -15983526.000000 Penalty: 13696.570312
	Iteration 0F: 3 clusters Score -1.598353e+07 nChanged 32193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36617 members 
Mstep: Class 2 contains 35128 members 
Entering Unmasked Estep 
Score: -16000871.000000 Penalty: 13696.570312
	Iteration 1F: 3 clusters Score -1.600087e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36975 members 
Mstep: Class 2 contains 34770 members 
Entering Unmasked Estep 
Score: -16001952.000000 Penalty: 13696.570312
	Iteration 2Q: 3 clusters Score -1.600195e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37511 members 
Mstep: Class 2 contains 34234 members 
Entering Unmasked Estep 
Score: -16002774.000000 Penalty: 13696.570312
	Iteration 3Q: 3 clusters Score -1.600277e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38179 members 
Mstep: Class 2 contains 33566 members 
Entering Unmasked Estep 
Score: -16003578.000000 Penalty: 13696.570312
	Iteration 4Q: 3 clusters Score -1.600358e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39109 members 
Mstep: Class 2 contains 32636 members 
Entering Unmasked Estep 
Score: -16004558.000000 Penalty: 13696.570312
	Iteration 5Q: 3 clusters Score -1.600456e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40311 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -16005506.000000 Penalty: 13696.570312
	Iteration 6Q: 3 clusters Score -1.600551e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41859 members 
Mstep: Class 2 contains 29886 members 
Entering Unmasked Estep 
Score: -16006665.000000 Penalty: 13696.570312
	Iteration 7Q: 3 clusters Score -1.600666e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43851 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -16007829.000000 Penalty: 13696.570312
	Iteration 8Q: 3 clusters Score -1.600783e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46308 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -16009517.000000 Penalty: 13696.570312
	Iteration 9Q: 3 clusters Score -1.600952e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49283 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -16011696.000000 Penalty: 13696.570312
	Iteration 10Q: 3 clusters Score -1.60117e+07 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52573 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -16014319.000000 Penalty: 13696.570312
	Iteration 11F: 3 clusters Score -1.601432e+07 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56079 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -16016951.000000 Penalty: 13696.570312
	Iteration 12F: 3 clusters Score -1.601695e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59432 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -16019447.000000 Penalty: 13696.570312
	Iteration 13Q: 3 clusters Score -1.601945e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62392 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -16021608.000000 Penalty: 13696.570312
	Iteration 14Q: 3 clusters Score -1.602161e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64720 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -16023272.000000 Penalty: 13696.570312
	Iteration 15Q: 3 clusters Score -1.602327e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66480 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -16024496.000000 Penalty: 13696.570312
	Iteration 16Q: 3 clusters Score -1.60245e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67730 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -16025376.000000 Penalty: 13696.570312
	Iteration 17Q: 3 clusters Score -1.602538e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68575 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -16025950.000000 Penalty: 13696.570312
	Iteration 18Q: 3 clusters Score -1.602595e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69121 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -16026285.000000 Penalty: 13696.570312
	Iteration 19Q: 3 clusters Score -1.602628e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69503 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -16026592.000000 Penalty: 13696.570312
	Iteration 20F: 3 clusters Score -1.602659e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69774 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -16026808.000000 Penalty: 13696.570312
	Iteration 21Q: 3 clusters Score -1.602681e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69965 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -16026964.000000 Penalty: 13696.570312
	Iteration 22Q: 3 clusters Score -1.602696e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70084 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -16027068.000000 Penalty: 13696.570312
	Iteration 23Q: 3 clusters Score -1.602707e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70179 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -16027144.000000 Penalty: 13696.570312
	Iteration 24Q: 3 clusters Score -1.602714e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70238 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -16027206.000000 Penalty: 13696.570312
	Iteration 25Q: 3 clusters Score -1.602721e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70284 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -16027229.000000 Penalty: 13696.570312
	Iteration 26Q: 3 clusters Score -1.602723e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70323 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -16027271.000000 Penalty: 13696.570312
	Iteration 27Q: 3 clusters Score -1.602727e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70351 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -16027307.000000 Penalty: 13696.570312
	Iteration 28Q: 3 clusters Score -1.602731e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70376 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -16027339.000000 Penalty: 13696.570312
	Iteration 29Q: 3 clusters Score -1.602734e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70394 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -16027331.000000 Penalty: 13696.570312
	Iteration 30Q: 3 clusters Score -1.602733e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70407 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -16027332.000000 Penalty: 13696.570312
	Iteration 31Q: 3 clusters Score -1.602733e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70415 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -16027331.000000 Penalty: 13696.570312
	Iteration 32Q: 3 clusters Score -1.602733e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70427 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -16027349.000000 Penalty: 13696.570312
	Iteration 33Q: 3 clusters Score -1.602735e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70427 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -16027359.000000 Penalty: 13696.570312
	Iteration 34Q: 3 clusters Score -1.602736e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70429 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -16027359.000000 Penalty: 13696.570312
	Iteration 35Q: 3 clusters Score -1.602736e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70433 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -16027363.000000 Penalty: 13696.570312
	Iteration 36Q: 3 clusters Score -1.602736e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70442 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -16027371.000000 Penalty: 13696.570312
	Iteration 37Q: 3 clusters Score -1.602737e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70445 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -16027372.000000 Penalty: 13696.570312
	Iteration 38Q: 3 clusters Score -1.602737e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70449 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -16027374.000000 Penalty: 13696.570312
	Iteration 39Q: 3 clusters Score -1.602737e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70451 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -16027381.000000 Penalty: 13696.570312
	Iteration 40F: 3 clusters Score -1.602738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70455 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -16027400.000000 Penalty: 13696.570312
	Iteration 41Q: 3 clusters Score -1.60274e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70455 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -16027395.000000 Penalty: 13696.570312
	Iteration 42Q: 3 clusters Score -1.60274e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70456 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -16027386.000000 Penalty: 13696.570312
	Iteration 43Q: 3 clusters Score -1.602739e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70457 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -16027378.000000 Penalty: 13696.570312
	Iteration 44Q: 3 clusters Score -1.602738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70458 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -16027381.000000 Penalty: 13696.570312
	Iteration 45Q: 3 clusters Score -1.602738e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70458 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -16027381.000000 Penalty: 13696.570312
	Iteration 46F: 3 clusters Score -1.602738e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (20070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Entering Unmasked Estep 
Score: -4272527.000000 Penalty: 6068.026367
	Iteration 0F: 2 clusters Score -4272527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -4256114.500000 Penalty: 12136.052734
	Iteration 0F: 3 clusters Score -4256114 nChanged 8099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -4260941.000000 Penalty: 12136.052734
	Iteration 1F: 3 clusters Score -4260941 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -4262598.000000 Penalty: 12136.052734
	Iteration 2F: 3 clusters Score -4262598 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -4264514.000000 Penalty: 12136.052734
	Iteration 3F: 3 clusters Score -4264514 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -4266433.500000 Penalty: 12136.052734
	Iteration 4F: 3 clusters Score -4266434 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -4267910.500000 Penalty: 12136.052734
	Iteration 5F: 3 clusters Score -4267910 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -4268969.000000 Penalty: 12136.052734
	Iteration 6F: 3 clusters Score -4268969 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -4269677.000000 Penalty: 12136.052734
	Iteration 7Q: 3 clusters Score -4269677 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -4270240.000000 Penalty: 12136.052734
	Iteration 8Q: 3 clusters Score -4270240 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -4270809.500000 Penalty: 12136.052734
	Iteration 9Q: 3 clusters Score -4270810 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -4271220.000000 Penalty: 12136.052734
	Iteration 10Q: 3 clusters Score -4271220 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -4271502.000000 Penalty: 12136.052734
	Iteration 11Q: 3 clusters Score -4271502 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -4271676.500000 Penalty: 12136.052734
	Iteration 12Q: 3 clusters Score -4271676 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -4271833.500000 Penalty: 12136.052734
	Iteration 13Q: 3 clusters Score -4271834 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -4271956.000000 Penalty: 12136.052734
	Iteration 14Q: 3 clusters Score -4271956 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -4272065.000000 Penalty: 12136.052734
	Iteration 15Q: 3 clusters Score -4272065 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -4272119.500000 Penalty: 12136.052734
	Iteration 16Q: 3 clusters Score -4272120 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -4272155.000000 Penalty: 12136.052734
	Iteration 17Q: 3 clusters Score -4272155 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -4272193.000000 Penalty: 12136.052734
	Iteration 18Q: 3 clusters Score -4272193 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -4272207.000000 Penalty: 12136.052734
	Iteration 19Q: 3 clusters Score -4272207 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -4272226.000000 Penalty: 12136.052734
	Iteration 20F: 3 clusters Score -4272226 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -4272242.000000 Penalty: 12136.052734
	Iteration 21Q: 3 clusters Score -4272242 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -4272262.000000 Penalty: 12136.052734
	Iteration 22Q: 3 clusters Score -4272262 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -4272258.500000 Penalty: 12136.052734
	Iteration 23Q: 3 clusters Score -4272258 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -4272266.500000 Penalty: 12136.052734
	Iteration 24Q: 3 clusters Score -4272266 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -4272270.000000 Penalty: 12136.052734
	Iteration 25Q: 3 clusters Score -4272270 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -4272274.000000 Penalty: 12136.052734
	Iteration 26Q: 3 clusters Score -4272274 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -4272275.000000 Penalty: 12136.052734
	Iteration 27Q: 3 clusters Score -4272275 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -4272283.500000 Penalty: 12136.052734
	Iteration 28Q: 3 clusters Score -4272284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -4272289.500000 Penalty: 12136.052734
	Iteration 29Q: 3 clusters Score -4272290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -4272298.000000 Penalty: 12136.052734
	Iteration 30Q: 3 clusters Score -4272298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -4272302.000000 Penalty: 12136.052734
	Iteration 31Q: 3 clusters Score -4272302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -4272304.500000 Penalty: 12136.052734
	Iteration 32Q: 3 clusters Score -4272304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -4272304.000000 Penalty: 12136.052734
	Iteration 33Q: 3 clusters Score -4272304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -4272300.000000 Penalty: 12136.052734
	Iteration 34Q: 3 clusters Score -4272300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -4272299.500000 Penalty: 12136.052734
	Iteration 35Q: 3 clusters Score -4272300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -4272297.000000 Penalty: 12136.052734
	Iteration 36Q: 3 clusters Score -4272297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -4272297.000000 Penalty: 12136.052734
	Iteration 37Q: 3 clusters Score -4272297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -4272307.000000 Penalty: 12136.052734
	Iteration 38Q: 3 clusters Score -4272307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -4272304.500000 Penalty: 12136.052734
	Iteration 39Q: 3 clusters Score -4272304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -4272305.500000 Penalty: 12136.052734
	Iteration 40F: 3 clusters Score -4272306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -4272296.000000 Penalty: 12136.052734
	Iteration 41Q: 3 clusters Score -4272296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -4272296.000000 Penalty: 12136.052734
	Iteration 42Q: 3 clusters Score -4272296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -4272298.000000 Penalty: 12136.052734
	Iteration 43Q: 3 clusters Score -4272298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -4272296.500000 Penalty: 12136.052734
	Iteration 44Q: 3 clusters Score -4272296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -4272298.500000 Penalty: 12136.052734
	Iteration 45Q: 3 clusters Score -4272298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -4272300.500000 Penalty: 12136.052734
	Iteration 46Q: 3 clusters Score -4272300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -4272306.000000 Penalty: 12136.052734
	Iteration 47Q: 3 clusters Score -4272306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -4272309.000000 Penalty: 12136.052734
	Iteration 48Q: 3 clusters Score -4272309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -4272312.000000 Penalty: 12136.052734
	Iteration 49Q: 3 clusters Score -4272312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -4272315.500000 Penalty: 12136.052734
	Iteration 50Q: 3 clusters Score -4272316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -4272314.000000 Penalty: 12136.052734
	Iteration 51Q: 3 clusters Score -4272314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -4272310.500000 Penalty: 12136.052734
	Iteration 52Q: 3 clusters Score -4272310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -4272312.000000 Penalty: 12136.052734
	Iteration 53Q: 3 clusters Score -4272312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -4272312.000000 Penalty: 12136.052734
	Iteration 54F: 3 clusters Score -4272312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (36310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36310 members 
Entering Unmasked Estep 
Score: -8221995.000000 Penalty: 6431.157227
	Iteration 0F: 2 clusters Score -8221995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -8195124.500000 Penalty: 12862.314453
	Iteration 0F: 3 clusters Score -8195124 nChanged 15590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -8203487.000000 Penalty: 12862.314453
	Iteration 1F: 3 clusters Score -8203487 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -8204363.500000 Penalty: 12862.314453
	Iteration 2F: 3 clusters Score -8204364 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -8205052.500000 Penalty: 12862.314453
	Iteration 3Q: 3 clusters Score -8205052 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -8205745.500000 Penalty: 12862.314453
	Iteration 4Q: 3 clusters Score -8205746 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -8206448.000000 Penalty: 12862.314453
	Iteration 5Q: 3 clusters Score -8206448 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -8207287.500000 Penalty: 12862.314453
	Iteration 6Q: 3 clusters Score -8207288 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -8208222.500000 Penalty: 12862.314453
	Iteration 7Q: 3 clusters Score -8208222 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -8209161.000000 Penalty: 12862.314453
	Iteration 8Q: 3 clusters Score -8209161 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -8210204.500000 Penalty: 12862.314453
	Iteration 9Q: 3 clusters Score -8210204 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -8211135.500000 Penalty: 12862.314453
	Iteration 10Q: 3 clusters Score -8211136 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -8212070.500000 Penalty: 12862.314453
	Iteration 11Q: 3 clusters Score -8212070 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -8212921.000000 Penalty: 12862.314453
	Iteration 12Q: 3 clusters Score -8212921 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -8213594.000000 Penalty: 12862.314453
	Iteration 13Q: 3 clusters Score -8213594 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 25985 members 
Entering Unmasked Estep 
Score: -8214209.500000 Penalty: 12862.314453
	Iteration 14Q: 3 clusters Score -8214210 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
Score: -8214755.000000 Penalty: 12862.314453
	Iteration 15Q: 3 clusters Score -8214755 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 27911 members 
Entering Unmasked Estep 
Score: -8215200.000000 Penalty: 12862.314453
	Iteration 16Q: 3 clusters Score -8215200 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 28747 members 
Entering Unmasked Estep 
Score: -8215611.000000 Penalty: 12862.314453
	Iteration 17Q: 3 clusters Score -8215611 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 29504 members 
Entering Unmasked Estep 
Score: -8215949.000000 Penalty: 12862.314453
	Iteration 18Q: 3 clusters Score -8215949 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 30204 members 
Entering Unmasked Estep 
Score: -8216316.500000 Penalty: 12862.314453
	Iteration 19Q: 3 clusters Score -8216316 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 30782 members 
Entering Unmasked Estep 
Score: -8216569.500000 Penalty: 12862.314453
	Iteration 20F: 3 clusters Score -8216570 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 31269 members 
Entering Unmasked Estep 
Score: -8216769.500000 Penalty: 12862.314453
	Iteration 21Q: 3 clusters Score -8216770 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 31731 members 
Entering Unmasked Estep 
Score: -8216974.000000 Penalty: 12862.314453
	Iteration 22Q: 3 clusters Score -8216974 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 32117 members 
Entering Unmasked Estep 
Score: -8217177.000000 Penalty: 12862.314453
	Iteration 23Q: 3 clusters Score -8217177 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 32442 members 
Entering Unmasked Estep 
Score: -8217321.500000 Penalty: 12862.314453
	Iteration 24Q: 3 clusters Score -8217322 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 32732 members 
Entering Unmasked Estep 
Score: -8217468.000000 Penalty: 12862.314453
	Iteration 25Q: 3 clusters Score -8217468 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 32956 members 
Entering Unmasked Estep 
Score: -8217539.000000 Penalty: 12862.314453
	Iteration 26Q: 3 clusters Score -8217539 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 33119 members 
Entering Unmasked Estep 
Score: -8217611.500000 Penalty: 12862.314453
	Iteration 27Q: 3 clusters Score -8217612 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 33261 members 
Entering Unmasked Estep 
Score: -8217651.500000 Penalty: 12862.314453
	Iteration 28Q: 3 clusters Score -8217652 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 33381 members 
Entering Unmasked Estep 
Score: -8217708.500000 Penalty: 12862.314453
	Iteration 29Q: 3 clusters Score -8217708 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 33483 members 
Entering Unmasked Estep 
Score: -8217735.500000 Penalty: 12862.314453
	Iteration 30Q: 3 clusters Score -8217736 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 33569 members 
Entering Unmasked Estep 
Score: -8217761.500000 Penalty: 12862.314453
	Iteration 31Q: 3 clusters Score -8217762 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 33636 members 
Entering Unmasked Estep 
Score: -8217790.000000 Penalty: 12862.314453
	Iteration 32Q: 3 clusters Score -8217790 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 33696 members 
Entering Unmasked Estep 
Score: -8217845.000000 Penalty: 12862.314453
	Iteration 33Q: 3 clusters Score -8217845 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 33748 members 
Entering Unmasked Estep 
Score: -8217872.000000 Penalty: 12862.314453
	Iteration 34Q: 3 clusters Score -8217872 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 33800 members 
Entering Unmasked Estep 
Score: -8217883.000000 Penalty: 12862.314453
	Iteration 35Q: 3 clusters Score -8217883 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 33850 members 
Entering Unmasked Estep 
Score: -8217904.500000 Penalty: 12862.314453
	Iteration 36Q: 3 clusters Score -8217904 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 33879 members 
Entering Unmasked Estep 
Score: -8217925.000000 Penalty: 12862.314453
	Iteration 37Q: 3 clusters Score -8217925 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 33907 members 
Entering Unmasked Estep 
Score: -8217918.500000 Penalty: 12862.314453
	Iteration 38Q: 3 clusters Score -8217918 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 33931 members 
Entering Unmasked Estep 
Score: -8217935.000000 Penalty: 12862.314453
	Iteration 39Q: 3 clusters Score -8217935 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 33947 members 
Entering Unmasked Estep 
Score: -8217930.500000 Penalty: 12862.314453
	Iteration 40F: 3 clusters Score -8217930 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 33963 members 
Entering Unmasked Estep 
Score: -8217939.000000 Penalty: 12862.314453
	Iteration 41Q: 3 clusters Score -8217939 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 33985 members 
Entering Unmasked Estep 
Score: -8217947.500000 Penalty: 12862.314453
	Iteration 42Q: 3 clusters Score -8217948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 34000 members 
Entering Unmasked Estep 
Score: -8217950.000000 Penalty: 12862.314453
	Iteration 43Q: 3 clusters Score -8217950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 34011 members 
Entering Unmasked Estep 
Score: -8217952.500000 Penalty: 12862.314453
	Iteration 44Q: 3 clusters Score -8217952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 34021 members 
Entering Unmasked Estep 
Score: -8217973.000000 Penalty: 12862.314453
	Iteration 45Q: 3 clusters Score -8217973 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 34038 members 
Entering Unmasked Estep 
Score: -8217977.000000 Penalty: 12862.314453
	Iteration 46Q: 3 clusters Score -8217977 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 34050 members 
Entering Unmasked Estep 
Score: -8217984.500000 Penalty: 12862.314453
	Iteration 47Q: 3 clusters Score -8217984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 34058 members 
Entering Unmasked Estep 
Score: -8217990.500000 Penalty: 12862.314453
	Iteration 48Q: 3 clusters Score -8217990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 34072 members 
Entering Unmasked Estep 
Score: -8217995.500000 Penalty: 12862.314453
	Iteration 49Q: 3 clusters Score -8217996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 34077 members 
Entering Unmasked Estep 
Score: -8217993.500000 Penalty: 12862.314453
	Iteration 50Q: 3 clusters Score -8217994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 34088 members 
Entering Unmasked Estep 
Score: -8217997.000000 Penalty: 12862.314453
	Iteration 51Q: 3 clusters Score -8217997 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 34099 members 
Entering Unmasked Estep 
Score: -8217993.500000 Penalty: 12862.314453
	Iteration 52Q: 3 clusters Score -8217994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 34105 members 
Entering Unmasked Estep 
Score: -8218007.500000 Penalty: 12862.314453
	Iteration 53Q: 3 clusters Score -8218008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 34111 members 
Entering Unmasked Estep 
Score: -8218010.000000 Penalty: 12862.314453
	Iteration 54Q: 3 clusters Score -8218010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 34113 members 
Entering Unmasked Estep 
Score: -8218001.000000 Penalty: 12862.314453
	Iteration 55Q: 3 clusters Score -8218001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 34115 members 
Entering Unmasked Estep 
Score: -8218002.000000 Penalty: 12862.314453
	Iteration 56Q: 3 clusters Score -8218002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 34116 members 
Entering Unmasked Estep 
Score: -8218004.500000 Penalty: 12862.314453
	Iteration 57Q: 3 clusters Score -8218004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 34119 members 
Entering Unmasked Estep 
Score: -8218008.500000 Penalty: 12862.314453
	Iteration 58Q: 3 clusters Score -8218008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 34121 members 
Entering Unmasked Estep 
Score: -8218007.500000 Penalty: 12862.314453
	Iteration 59Q: 3 clusters Score -8218008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 34124 members 
Entering Unmasked Estep 
Score: -8218001.500000 Penalty: 12862.314453
	Iteration 60F: 3 clusters Score -8218002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 34128 members 
Entering Unmasked Estep 
Score: -8217997.500000 Penalty: 12862.314453
	Iteration 61Q: 3 clusters Score -8217998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 34128 members 
Entering Unmasked Estep 
Score: -8217992.500000 Penalty: 12862.314453
	Iteration 62Q: 3 clusters Score -8217992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 34129 members 
Entering Unmasked Estep 
Score: -8217994.500000 Penalty: 12862.314453
	Iteration 63Q: 3 clusters Score -8217994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 34133 members 
Entering Unmasked Estep 
Score: -8218005.000000 Penalty: 12862.314453
	Iteration 64Q: 3 clusters Score -8218005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 34136 members 
Entering Unmasked Estep 
Score: -8218016.500000 Penalty: 12862.314453
	Iteration 65Q: 3 clusters Score -8218016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 34141 members 
Entering Unmasked Estep 
Score: -8218029.500000 Penalty: 12862.314453
	Iteration 66Q: 3 clusters Score -8218030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 34145 members 
Entering Unmasked Estep 
Score: -8218035.000000 Penalty: 12862.314453
	Iteration 67Q: 3 clusters Score -8218035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 34149 members 
Entering Unmasked Estep 
Score: -8218029.500000 Penalty: 12862.314453
	Iteration 68Q: 3 clusters Score -8218030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 34153 members 
Entering Unmasked Estep 
Score: -8218019.000000 Penalty: 12862.314453
	Iteration 69Q: 3 clusters Score -8218019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 34155 members 
Entering Unmasked Estep 
Score: -8218017.000000 Penalty: 12862.314453
	Iteration 70Q: 3 clusters Score -8218017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 34156 members 
Entering Unmasked Estep 
Score: -8218022.000000 Penalty: 12862.314453
	Iteration 71Q: 3 clusters Score -8218022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 34158 members 
Entering Unmasked Estep 
Score: -8218022.000000 Penalty: 12862.314453
	Iteration 72Q: 3 clusters Score -8218022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 34161 members 
Entering Unmasked Estep 
Score: -8218032.000000 Penalty: 12862.314453
	Iteration 73Q: 3 clusters Score -8218032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 34162 members 
Entering Unmasked Estep 
Score: -8218029.500000 Penalty: 12862.314453
	Iteration 74Q: 3 clusters Score -8218030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 34162 members 
Entering Unmasked Estep 
Score: -8218029.500000 Penalty: 12862.314453
	Iteration 75F: 3 clusters Score -8218030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (32895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32895 members 
Entering Unmasked Estep 
Score: -7020059.500000 Penalty: 6370.659180
	Iteration 0F: 2 clusters Score -7020060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -6995335.000000 Penalty: 12741.318359
	Iteration 0F: 3 clusters Score -6995335 nChanged 13963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -7002934.500000 Penalty: 12741.318359
	Iteration 1F: 3 clusters Score -7002934 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -7004427.000000 Penalty: 12741.318359
	Iteration 2F: 3 clusters Score -7004427 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -7006064.500000 Penalty: 12741.318359
	Iteration 3F: 3 clusters Score -7006064 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -7007726.500000 Penalty: 12741.318359
	Iteration 4F: 3 clusters Score -7007726 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -7009365.000000 Penalty: 12741.318359
	Iteration 5F: 3 clusters Score -7009365 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -7011038.000000 Penalty: 12741.318359
	Iteration 6F: 3 clusters Score -7011038 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -7012423.000000 Penalty: 12741.318359
	Iteration 7F: 3 clusters Score -7012423 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -7013475.500000 Penalty: 12741.318359
	Iteration 8Q: 3 clusters Score -7013476 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -7014121.500000 Penalty: 12741.318359
	Iteration 9Q: 3 clusters Score -7014122 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -7014585.000000 Penalty: 12741.318359
	Iteration 10Q: 3 clusters Score -7014585 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -7014978.500000 Penalty: 12741.318359
	Iteration 11Q: 3 clusters Score -7014978 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -7015284.000000 Penalty: 12741.318359
	Iteration 12Q: 3 clusters Score -7015284 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -7015537.000000 Penalty: 12741.318359
	Iteration 13Q: 3 clusters Score -7015537 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -7015789.000000 Penalty: 12741.318359
	Iteration 14Q: 3 clusters Score -7015789 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -7015984.500000 Penalty: 12741.318359
	Iteration 15Q: 3 clusters Score -7015984 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -7016133.000000 Penalty: 12741.318359
	Iteration 16Q: 3 clusters Score -7016133 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -7016277.000000 Penalty: 12741.318359
	Iteration 17Q: 3 clusters Score -7016277 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -7016372.500000 Penalty: 12741.318359
	Iteration 18Q: 3 clusters Score -7016372 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -7016474.500000 Penalty: 12741.318359
	Iteration 19Q: 3 clusters Score -7016474 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -7016522.500000 Penalty: 12741.318359
	Iteration 20F: 3 clusters Score -7016522 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -7016565.500000 Penalty: 12741.318359
	Iteration 21Q: 3 clusters Score -7016566 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -7016592.000000 Penalty: 12741.318359
	Iteration 22Q: 3 clusters Score -7016592 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -7016631.500000 Penalty: 12741.318359
	Iteration 23Q: 3 clusters Score -7016632 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -7016664.500000 Penalty: 12741.318359
	Iteration 24Q: 3 clusters Score -7016664 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -7016668.500000 Penalty: 12741.318359
	Iteration 25Q: 3 clusters Score -7016668 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -7016695.500000 Penalty: 12741.318359
	Iteration 26Q: 3 clusters Score -7016696 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -7016717.000000 Penalty: 12741.318359
	Iteration 27Q: 3 clusters Score -7016717 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -7016729.000000 Penalty: 12741.318359
	Iteration 28Q: 3 clusters Score -7016729 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -7016730.000000 Penalty: 12741.318359
	Iteration 29Q: 3 clusters Score -7016730 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -7016722.000000 Penalty: 12741.318359
	Iteration 30Q: 3 clusters Score -7016722 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -7016709.000000 Penalty: 12741.318359
	Iteration 31Q: 3 clusters Score -7016709 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -7016705.000000 Penalty: 12741.318359
	Iteration 32Q: 3 clusters Score -7016705 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -7016730.500000 Penalty: 12741.318359
	Iteration 33Q: 3 clusters Score -7016730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -7016728.000000 Penalty: 12741.318359
	Iteration 34Q: 3 clusters Score -7016728 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -7016731.000000 Penalty: 12741.318359
	Iteration 35Q: 3 clusters Score -7016731 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -7016733.500000 Penalty: 12741.318359
	Iteration 36Q: 3 clusters Score -7016734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -7016734.000000 Penalty: 12741.318359
	Iteration 37Q: 3 clusters Score -7016734 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -7016742.000000 Penalty: 12741.318359
	Iteration 38Q: 3 clusters Score -7016742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -7016743.000000 Penalty: 12741.318359
	Iteration 39Q: 3 clusters Score -7016743 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -7016749.000000 Penalty: 12741.318359
	Iteration 40F: 3 clusters Score -7016749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -7016749.500000 Penalty: 12741.318359
	Iteration 41Q: 3 clusters Score -7016750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -7016755.000000 Penalty: 12741.318359
	Iteration 42Q: 3 clusters Score -7016755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -7016757.500000 Penalty: 12741.318359
	Iteration 43Q: 3 clusters Score -7016758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -7016763.000000 Penalty: 12741.318359
	Iteration 44Q: 3 clusters Score -7016763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -7016762.500000 Penalty: 12741.318359
	Iteration 45Q: 3 clusters Score -7016762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -7016759.500000 Penalty: 12741.318359
	Iteration 46Q: 3 clusters Score -7016760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -7016765.500000 Penalty: 12741.318359
	Iteration 47Q: 3 clusters Score -7016766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -7016767.000000 Penalty: 12741.318359
	Iteration 48Q: 3 clusters Score -7016767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -7016768.000000 Penalty: 12741.318359
	Iteration 49Q: 3 clusters Score -7016768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -7016763.500000 Penalty: 12741.318359
	Iteration 50Q: 3 clusters Score -7016764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -7016771.500000 Penalty: 12741.318359
	Iteration 51Q: 3 clusters Score -7016772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -7016774.000000 Penalty: 12741.318359
	Iteration 52Q: 3 clusters Score -7016774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -7016774.000000 Penalty: 12741.318359
	Iteration 53F: 3 clusters Score -7016774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Entering Unmasked Estep 
Score: -244930.531250 Penalty: 4307.482422
	Iteration 0F: 2 clusters Score -244930.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -240739.203125 Penalty: 8614.964844
	Iteration 0F: 3 clusters Score -240739.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -241199.765625 Penalty: 8614.964844
	Iteration 1F: 3 clusters Score -241199.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -241327.843750 Penalty: 8614.964844
	Iteration 2Q: 3 clusters Score -241327.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -241377.875000 Penalty: 8614.964844
	Iteration 3Q: 3 clusters Score -241377.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -241413.109375 Penalty: 8614.964844
	Iteration 4Q: 3 clusters Score -241413.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -241434.078125 Penalty: 8614.964844
	Iteration 5Q: 3 clusters Score -241434.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -241463.890625 Penalty: 8614.964844
	Iteration 6Q: 3 clusters Score -241463.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -241487.796875 Penalty: 8614.964844
	Iteration 7Q: 3 clusters Score -241487.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -241542.578125 Penalty: 8614.964844
	Iteration 8Q: 3 clusters Score -241542.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -241672.328125 Penalty: 8614.964844
	Iteration 9Q: 3 clusters Score -241672.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -241795.328125 Penalty: 8614.964844
	Iteration 10Q: 3 clusters Score -241795.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -241848.187500 Penalty: 8614.964844
	Iteration 11Q: 3 clusters Score -241848.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -241888.343750 Penalty: 8614.964844
	Iteration 12Q: 3 clusters Score -241888.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -241905.968750 Penalty: 8614.964844
	Iteration 13Q: 3 clusters Score -241906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -241907.953125 Penalty: 8614.964844
	Iteration 14Q: 3 clusters Score -241908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -241910.875000 Penalty: 8614.964844
	Iteration 15Q: 3 clusters Score -241910.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -241919.250000 Penalty: 8614.964844
	Iteration 16Q: 3 clusters Score -241919.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -241927.046875 Penalty: 8614.964844
	Iteration 17Q: 3 clusters Score -241927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -241931.656250 Penalty: 8614.964844
	Iteration 18Q: 3 clusters Score -241931.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -241931.656250 Penalty: 8614.964844
	Iteration 19F: 3 clusters Score -241931.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Entering Unmasked Estep 
Score: -1284474.750000 Penalty: 5328.452637
	Iteration 0F: 2 clusters Score -1284475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1276781.000000 Penalty: 10656.905273
	Iteration 0F: 3 clusters Score -1276781 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1278147.250000 Penalty: 10656.905273
	Iteration 1F: 3 clusters Score -1278147 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1278599.125000 Penalty: 10656.905273
	Iteration 2F: 3 clusters Score -1278599 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1278892.625000 Penalty: 10656.905273
	Iteration 3F: 3 clusters Score -1278893 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1279127.375000 Penalty: 10656.905273
	Iteration 4Q: 3 clusters Score -1279127 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1279319.750000 Penalty: 10656.905273
	Iteration 5Q: 3 clusters Score -1279320 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1279516.750000 Penalty: 10656.905273
	Iteration 6Q: 3 clusters Score -1279517 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1279708.875000 Penalty: 10656.905273
	Iteration 7Q: 3 clusters Score -1279709 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1279881.000000 Penalty: 10656.905273
	Iteration 8Q: 3 clusters Score -1279881 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1280025.750000 Penalty: 10656.905273
	Iteration 9Q: 3 clusters Score -1280026 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1280196.750000 Penalty: 10656.905273
	Iteration 10Q: 3 clusters Score -1280197 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1280357.250000 Penalty: 10656.905273
	Iteration 11Q: 3 clusters Score -1280357 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1280521.125000 Penalty: 10656.905273
	Iteration 12Q: 3 clusters Score -1280521 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1280670.750000 Penalty: 10656.905273
	Iteration 13Q: 3 clusters Score -1280671 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1280789.125000 Penalty: 10656.905273
	Iteration 14Q: 3 clusters Score -1280789 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1280878.500000 Penalty: 10656.905273
	Iteration 15Q: 3 clusters Score -1280878 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1280941.000000 Penalty: 10656.905273
	Iteration 16Q: 3 clusters Score -1280941 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1281005.250000 Penalty: 10656.905273
	Iteration 17Q: 3 clusters Score -1281005 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1281054.500000 Penalty: 10656.905273
	Iteration 18Q: 3 clusters Score -1281054 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1281093.375000 Penalty: 10656.905273
	Iteration 19Q: 3 clusters Score -1281093 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1281123.625000 Penalty: 10656.905273
	Iteration 20F: 3 clusters Score -1281124 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1281160.000000 Penalty: 10656.905273
	Iteration 21Q: 3 clusters Score -1281160 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1281199.250000 Penalty: 10656.905273
	Iteration 22Q: 3 clusters Score -1281199 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1281230.250000 Penalty: 10656.905273
	Iteration 23Q: 3 clusters Score -1281230 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1281271.500000 Penalty: 10656.905273
	Iteration 24Q: 3 clusters Score -1281272 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1281313.500000 Penalty: 10656.905273
	Iteration 25Q: 3 clusters Score -1281314 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1281337.375000 Penalty: 10656.905273
	Iteration 26Q: 3 clusters Score -1281337 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1281367.250000 Penalty: 10656.905273
	Iteration 27Q: 3 clusters Score -1281367 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1281387.750000 Penalty: 10656.905273
	Iteration 28Q: 3 clusters Score -1281388 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1281403.500000 Penalty: 10656.905273
	Iteration 29Q: 3 clusters Score -1281404 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1281417.500000 Penalty: 10656.905273
	Iteration 30Q: 3 clusters Score -1281418 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1281437.250000 Penalty: 10656.905273
	Iteration 31Q: 3 clusters Score -1281437 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1281445.875000 Penalty: 10656.905273
	Iteration 32Q: 3 clusters Score -1281446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1281455.250000 Penalty: 10656.905273
	Iteration 33Q: 3 clusters Score -1281455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1281456.375000 Penalty: 10656.905273
	Iteration 34Q: 3 clusters Score -1281456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1281460.875000 Penalty: 10656.905273
	Iteration 35Q: 3 clusters Score -1281461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1281461.125000 Penalty: 10656.905273
	Iteration 36Q: 3 clusters Score -1281461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1281465.375000 Penalty: 10656.905273
	Iteration 37Q: 3 clusters Score -1281465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1281464.000000 Penalty: 10656.905273
	Iteration 38Q: 3 clusters Score -1281464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1281465.000000 Penalty: 10656.905273
	Iteration 39Q: 3 clusters Score -1281465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1281465.000000 Penalty: 10656.905273
	Iteration 40F: 3 clusters Score -1281465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Entering Unmasked Estep 
Score: -185901.671875 Penalty: 4209.178223
	Iteration 0F: 2 clusters Score -185901.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -182041.859375 Penalty: 8418.356445
	Iteration 0F: 3 clusters Score -182041.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -182413.968750 Penalty: 8418.356445
	Iteration 1F: 3 clusters Score -182414 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -182563.875000 Penalty: 8418.356445
	Iteration 2F: 3 clusters Score -182563.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -182669.062500 Penalty: 8418.356445
	Iteration 3Q: 3 clusters Score -182669.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -182717.656250 Penalty: 8418.356445
	Iteration 4Q: 3 clusters Score -182717.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -182765.343750 Penalty: 8418.356445
	Iteration 5Q: 3 clusters Score -182765.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -182802.062500 Penalty: 8418.356445
	Iteration 6Q: 3 clusters Score -182802.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -182802.062500 Penalty: 8418.356445
	Iteration 7F: 3 clusters Score -182802.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (67475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67475 members 
Entering Unmasked Estep 
Score: -15089303.000000 Penalty: 6810.701660
	Iteration 0F: 2 clusters Score -1.50893e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33722 members 
Mstep: Class 2 contains 33753 members 
Entering Unmasked Estep 
Score: -15042363.000000 Penalty: 13621.403320
	Iteration 0F: 3 clusters Score -1.504236e+07 nChanged 30204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33982 members 
Mstep: Class 2 contains 33493 members 
Entering Unmasked Estep 
Score: -15058648.000000 Penalty: 13621.403320
	Iteration 1F: 3 clusters Score -1.505865e+07 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33919 members 
Mstep: Class 2 contains 33556 members 
Entering Unmasked Estep 
Score: -15059740.000000 Penalty: 13621.403320
	Iteration 2Q: 3 clusters Score -1.505974e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33781 members 
Mstep: Class 2 contains 33694 members 
Entering Unmasked Estep 
Score: -15060561.000000 Penalty: 13621.403320
	Iteration 3Q: 3 clusters Score -1.506056e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33550 members 
Mstep: Class 2 contains 33925 members 
Entering Unmasked Estep 
Score: -15061085.000000 Penalty: 13621.403320
	Iteration 4Q: 3 clusters Score -1.506108e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33234 members 
Mstep: Class 2 contains 34241 members 
Entering Unmasked Estep 
Score: -15061650.000000 Penalty: 13621.403320
	Iteration 5Q: 3 clusters Score -1.506165e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32754 members 
Mstep: Class 2 contains 34721 members 
Entering Unmasked Estep 
Score: -15062227.000000 Penalty: 13621.403320
	Iteration 6Q: 3 clusters Score -1.506223e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32054 members 
Mstep: Class 2 contains 35421 members 
Entering Unmasked Estep 
Score: -15062917.000000 Penalty: 13621.403320
	Iteration 7Q: 3 clusters Score -1.506292e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 36315 members 
Entering Unmasked Estep 
Score: -15063736.000000 Penalty: 13621.403320
	Iteration 8Q: 3 clusters Score -1.506374e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29957 members 
Mstep: Class 2 contains 37518 members 
Entering Unmasked Estep 
Score: -15064654.000000 Penalty: 13621.403320
	Iteration 9Q: 3 clusters Score -1.506465e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28325 members 
Mstep: Class 2 contains 39150 members 
Entering Unmasked Estep 
Score: -15065852.000000 Penalty: 13621.403320
	Iteration 10Q: 3 clusters Score -1.506585e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 41339 members 
Entering Unmasked Estep 
Score: -15067381.000000 Penalty: 13621.403320
	Iteration 11Q: 3 clusters Score -1.506738e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 44156 members 
Entering Unmasked Estep 
Score: -15069378.000000 Penalty: 13621.403320
	Iteration 12F: 3 clusters Score -1.506938e+07 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 47284 members 
Entering Unmasked Estep 
Score: -15071619.000000 Penalty: 13621.403320
	Iteration 13F: 3 clusters Score -1.507162e+07 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 50643 members 
Entering Unmasked Estep 
Score: -15073830.000000 Penalty: 13621.403320
	Iteration 14F: 3 clusters Score -1.507383e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 53819 members 
Entering Unmasked Estep 
Score: -15076008.000000 Penalty: 13621.403320
	Iteration 15Q: 3 clusters Score -1.507601e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 56626 members 
Entering Unmasked Estep 
Score: -15077968.000000 Penalty: 13621.403320
	Iteration 16Q: 3 clusters Score -1.507797e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 58979 members 
Entering Unmasked Estep 
Score: -15079380.000000 Penalty: 13621.403320
	Iteration 17Q: 3 clusters Score -1.507938e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 60802 members 
Entering Unmasked Estep 
Score: -15080567.000000 Penalty: 13621.403320
	Iteration 18Q: 3 clusters Score -1.508057e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 62144 members 
Entering Unmasked Estep 
Score: -15081292.000000 Penalty: 13621.403320
	Iteration 19Q: 3 clusters Score -1.508129e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 63156 members 
Entering Unmasked Estep 
Score: -15081976.000000 Penalty: 13621.403320
	Iteration 20F: 3 clusters Score -1.508198e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 63905 members 
Entering Unmasked Estep 
Score: -15082462.000000 Penalty: 13621.403320
	Iteration 21Q: 3 clusters Score -1.508246e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 64447 members 
Entering Unmasked Estep 
Score: -15082801.000000 Penalty: 13621.403320
	Iteration 22Q: 3 clusters Score -1.50828e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 64853 members 
Entering Unmasked Estep 
Score: -15083032.000000 Penalty: 13621.403320
	Iteration 23Q: 3 clusters Score -1.508303e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 65145 members 
Entering Unmasked Estep 
Score: -15083236.000000 Penalty: 13621.403320
	Iteration 24Q: 3 clusters Score -1.508324e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 65342 members 
Entering Unmasked Estep 
Score: -15083396.000000 Penalty: 13621.403320
	Iteration 25Q: 3 clusters Score -1.50834e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 65481 members 
Entering Unmasked Estep 
Score: -15083469.000000 Penalty: 13621.403320
	Iteration 26Q: 3 clusters Score -1.508347e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 65584 members 
Entering Unmasked Estep 
Score: -15083566.000000 Penalty: 13621.403320
	Iteration 27Q: 3 clusters Score -1.508357e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 65663 members 
Entering Unmasked Estep 
Score: -15083585.000000 Penalty: 13621.403320
	Iteration 28Q: 3 clusters Score -1.508358e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 65723 members 
Entering Unmasked Estep 
Score: -15083627.000000 Penalty: 13621.403320
	Iteration 29Q: 3 clusters Score -1.508363e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 65775 members 
Entering Unmasked Estep 
Score: -15083675.000000 Penalty: 13621.403320
	Iteration 30Q: 3 clusters Score -1.508368e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 65804 members 
Entering Unmasked Estep 
Score: -15083704.000000 Penalty: 13621.403320
	Iteration 31Q: 3 clusters Score -1.50837e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 65827 members 
Entering Unmasked Estep 
Score: -15083731.000000 Penalty: 13621.403320
	Iteration 32Q: 3 clusters Score -1.508373e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 65847 members 
Entering Unmasked Estep 
Score: -15083747.000000 Penalty: 13621.403320
	Iteration 33Q: 3 clusters Score -1.508375e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 65862 members 
Entering Unmasked Estep 
Score: -15083765.000000 Penalty: 13621.403320
	Iteration 34Q: 3 clusters Score -1.508376e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 65882 members 
Entering Unmasked Estep 
Score: -15083754.000000 Penalty: 13621.403320
	Iteration 35Q: 3 clusters Score -1.508375e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 65896 members 
Entering Unmasked Estep 
Score: -15083804.000000 Penalty: 13621.403320
	Iteration 36Q: 3 clusters Score -1.50838e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 65907 members 
Entering Unmasked Estep 
Score: -15083799.000000 Penalty: 13621.403320
	Iteration 37Q: 3 clusters Score -1.50838e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 65913 members 
Entering Unmasked Estep 
Score: -15083803.000000 Penalty: 13621.403320
	Iteration 38Q: 3 clusters Score -1.50838e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 65921 members 
Entering Unmasked Estep 
Score: -15083825.000000 Penalty: 13621.403320
	Iteration 39Q: 3 clusters Score -1.508382e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 65930 members 
Entering Unmasked Estep 
Score: -15083833.000000 Penalty: 13621.403320
	Iteration 40F: 3 clusters Score -1.508383e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 65935 members 
Entering Unmasked Estep 
Score: -15083828.000000 Penalty: 13621.403320
	Iteration 41Q: 3 clusters Score -1.508383e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 65935 members 
Entering Unmasked Estep 
Score: -15083800.000000 Penalty: 13621.403320
	Iteration 42Q: 3 clusters Score -1.50838e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 65936 members 
Entering Unmasked Estep 
Score: -15083811.000000 Penalty: 13621.403320
	Iteration 43Q: 3 clusters Score -1.508381e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 65939 members 
Entering Unmasked Estep 
Score: -15083803.000000 Penalty: 13621.403320
	Iteration 44Q: 3 clusters Score -1.50838e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 65943 members 
Entering Unmasked Estep 
Score: -15083806.000000 Penalty: 13621.403320
	Iteration 45Q: 3 clusters Score -1.508381e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 65950 members 
Entering Unmasked Estep 
Score: -15083812.000000 Penalty: 13621.403320
	Iteration 46Q: 3 clusters Score -1.508381e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 65957 members 
Entering Unmasked Estep 
Score: -15083814.000000 Penalty: 13621.403320
	Iteration 47Q: 3 clusters Score -1.508381e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 65963 members 
Entering Unmasked Estep 
Score: -15083808.000000 Penalty: 13621.403320
	Iteration 48Q: 3 clusters Score -1.508381e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 65966 members 
Entering Unmasked Estep 
Score: -15083806.000000 Penalty: 13621.403320
	Iteration 49Q: 3 clusters Score -1.508381e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 65971 members 
Entering Unmasked Estep 
Score: -15083819.000000 Penalty: 13621.403320
	Iteration 50Q: 3 clusters Score -1.508382e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 65975 members 
Entering Unmasked Estep 
Score: -15083810.000000 Penalty: 13621.403320
	Iteration 51Q: 3 clusters Score -1.508381e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 65974 members 
Entering Unmasked Estep 
Score: -15083829.000000 Penalty: 13621.403320
	Iteration 52Q: 3 clusters Score -1.508383e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 65976 members 
Entering Unmasked Estep 
Score: -15083840.000000 Penalty: 13621.403320
	Iteration 53Q: 3 clusters Score -1.508384e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 65981 members 
Entering Unmasked Estep 
Score: -15083832.000000 Penalty: 13621.403320
	Iteration 54Q: 3 clusters Score -1.508383e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 65979 members 
Entering Unmasked Estep 
Score: -15083840.000000 Penalty: 13621.403320
	Iteration 55Q: 3 clusters Score -1.508384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 65979 members 
Entering Unmasked Estep 
Score: -15083841.000000 Penalty: 13621.403320
	Iteration 56Q: 3 clusters Score -1.508384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 65978 members 
Entering Unmasked Estep 
Score: -15083839.000000 Penalty: 13621.403320
	Iteration 57Q: 3 clusters Score -1.508384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 65977 members 
Entering Unmasked Estep 
Score: -15083840.000000 Penalty: 13621.403320
	Iteration 58Q: 3 clusters Score -1.508384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 65976 members 
Entering Unmasked Estep 
Score: -15083842.000000 Penalty: 13621.403320
	Iteration 59Q: 3 clusters Score -1.508384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 65974 members 
Entering Unmasked Estep 
Score: -15083852.000000 Penalty: 13621.403320
	Iteration 60F: 3 clusters Score -1.508385e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 65974 members 
Entering Unmasked Estep 
Score: -15083846.000000 Penalty: 13621.403320
	Iteration 61Q: 3 clusters Score -1.508385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 65977 members 
Entering Unmasked Estep 
Score: -15083848.000000 Penalty: 13621.403320
	Iteration 62Q: 3 clusters Score -1.508385e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 65981 members 
Entering Unmasked Estep 
Score: -15083852.000000 Penalty: 13621.403320
	Iteration 63Q: 3 clusters Score -1.508385e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 65986 members 
Entering Unmasked Estep 
Score: -15083838.000000 Penalty: 13621.403320
	Iteration 64Q: 3 clusters Score -1.508384e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 65990 members 
Entering Unmasked Estep 
Score: -15083840.000000 Penalty: 13621.403320
	Iteration 65Q: 3 clusters Score -1.508384e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 65991 members 
Entering Unmasked Estep 
Score: -15083837.000000 Penalty: 13621.403320
	Iteration 66Q: 3 clusters Score -1.508384e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 65990 members 
Entering Unmasked Estep 
Score: -15083827.000000 Penalty: 13621.403320
	Iteration 67Q: 3 clusters Score -1.508383e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 65994 members 
Entering Unmasked Estep 
Score: -15083827.000000 Penalty: 13621.403320
	Iteration 68Q: 3 clusters Score -1.508383e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 65995 members 
Entering Unmasked Estep 
Score: -15083830.000000 Penalty: 13621.403320
	Iteration 69Q: 3 clusters Score -1.508383e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 65998 members 
Entering Unmasked Estep 
Score: -15083848.000000 Penalty: 13621.403320
	Iteration 70Q: 3 clusters Score -1.508385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 66003 members 
Entering Unmasked Estep 
Score: -15083854.000000 Penalty: 13621.403320
	Iteration 71Q: 3 clusters Score -1.508385e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 66007 members 
Entering Unmasked Estep 
Score: -15083843.000000 Penalty: 13621.403320
	Iteration 72Q: 3 clusters Score -1.508384e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 66008 members 
Entering Unmasked Estep 
Score: -15083846.000000 Penalty: 13621.403320
	Iteration 73Q: 3 clusters Score -1.508385e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 66010 members 
Entering Unmasked Estep 
Score: -15083853.000000 Penalty: 13621.403320
	Iteration 74Q: 3 clusters Score -1.508385e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 66012 members 
Entering Unmasked Estep 
Score: -15083869.000000 Penalty: 13621.403320
	Iteration 75Q: 3 clusters Score -1.508387e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 66014 members 
Entering Unmasked Estep 
Score: -15083878.000000 Penalty: 13621.403320
	Iteration 76Q: 3 clusters Score -1.508388e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 66017 members 
Entering Unmasked Estep 
Score: -15083879.000000 Penalty: 13621.403320
	Iteration 77Q: 3 clusters Score -1.508388e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 66022 members 
Entering Unmasked Estep 
Score: -15083917.000000 Penalty: 13621.403320
	Iteration 78Q: 3 clusters Score -1.508392e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 66029 members 
Entering Unmasked Estep 
Score: -15083918.000000 Penalty: 13621.403320
	Iteration 79Q: 3 clusters Score -1.508392e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 66034 members 
Entering Unmasked Estep 
Score: -15083935.000000 Penalty: 13621.403320
	Iteration 80F: 3 clusters Score -1.508394e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 66038 members 
Entering Unmasked Estep 
Score: -15083928.000000 Penalty: 13621.403320
	Iteration 81Q: 3 clusters Score -1.508393e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 66040 members 
Entering Unmasked Estep 
Score: -15083939.000000 Penalty: 13621.403320
	Iteration 82Q: 3 clusters Score -1.508394e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 66045 members 
Entering Unmasked Estep 
Score: -15083945.000000 Penalty: 13621.403320
	Iteration 83Q: 3 clusters Score -1.508394e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 66050 members 
Entering Unmasked Estep 
Score: -15083958.000000 Penalty: 13621.403320
	Iteration 84Q: 3 clusters Score -1.508396e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 66052 members 
Entering Unmasked Estep 
Score: -15083954.000000 Penalty: 13621.403320
	Iteration 85Q: 3 clusters Score -1.508395e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 66053 members 
Entering Unmasked Estep 
Score: -15083964.000000 Penalty: 13621.403320
	Iteration 86Q: 3 clusters Score -1.508396e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 66056 members 
Entering Unmasked Estep 
Score: -15083962.000000 Penalty: 13621.403320
	Iteration 87Q: 3 clusters Score -1.508396e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 66062 members 
Entering Unmasked Estep 
Score: -15083966.000000 Penalty: 13621.403320
	Iteration 88Q: 3 clusters Score -1.508397e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 66063 members 
Entering Unmasked Estep 
Score: -15083975.000000 Penalty: 13621.403320
	Iteration 89Q: 3 clusters Score -1.508398e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 66061 members 
Entering Unmasked Estep 
Score: -15083982.000000 Penalty: 13621.403320
	Iteration 90Q: 3 clusters Score -1.508398e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 66061 members 
Entering Unmasked Estep 
Score: -15083988.000000 Penalty: 13621.403320
	Iteration 91Q: 3 clusters Score -1.508399e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 66062 members 
Entering Unmasked Estep 
Score: -15083977.000000 Penalty: 13621.403320
	Iteration 92Q: 3 clusters Score -1.508398e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 66063 members 
Entering Unmasked Estep 
Score: -15083987.000000 Penalty: 13621.403320
	Iteration 93Q: 3 clusters Score -1.508399e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 66065 members 
Entering Unmasked Estep 
Score: -15084000.000000 Penalty: 13621.403320
	Iteration 94Q: 3 clusters Score -1.5084e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 66071 members 
Entering Unmasked Estep 
Score: -15084005.000000 Penalty: 13621.403320
	Iteration 95Q: 3 clusters Score -1.5084e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 66076 members 
Entering Unmasked Estep 
Score: -15084007.000000 Penalty: 13621.403320
	Iteration 96Q: 3 clusters Score -1.508401e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 66074 members 
Entering Unmasked Estep 
Score: -15084009.000000 Penalty: 13621.403320
	Iteration 97Q: 3 clusters Score -1.508401e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 66071 members 
Entering Unmasked Estep 
Score: -15084020.000000 Penalty: 13621.403320
	Iteration 98Q: 3 clusters Score -1.508402e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 66071 members 
Entering Unmasked Estep 
Score: -15084019.000000 Penalty: 13621.403320
	Iteration 99Q: 3 clusters Score -1.508402e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 66067 members 
Entering Unmasked Estep 
Score: -15084030.000000 Penalty: 13621.403320
	Iteration 100F: 3 clusters Score -1.508403e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 66065 members 
Entering Unmasked Estep 
Score: -15084047.000000 Penalty: 13621.403320
	Iteration 101Q: 3 clusters Score -1.508405e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 66064 members 
Entering Unmasked Estep 
Score: -15084044.000000 Penalty: 13621.403320
	Iteration 102Q: 3 clusters Score -1.508404e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 66066 members 
Entering Unmasked Estep 
Score: -15084038.000000 Penalty: 13621.403320
	Iteration 103Q: 3 clusters Score -1.508404e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 66066 members 
Entering Unmasked Estep 
Score: -15084047.000000 Penalty: 13621.403320
	Iteration 104Q: 3 clusters Score -1.508405e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 66067 members 
Entering Unmasked Estep 
Score: -15084042.000000 Penalty: 13621.403320
	Iteration 105Q: 3 clusters Score -1.508404e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 66067 members 
Entering Unmasked Estep 
Score: -15084042.000000 Penalty: 13621.403320
	Iteration 106F: 3 clusters Score -1.508404e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Entering Unmasked Estep 
Score: -258567.671875 Penalty: 4371.583008
	Iteration 0F: 2 clusters Score -258567.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -254330.734375 Penalty: 8743.166016
	Iteration 0F: 3 clusters Score -254330.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -254792.562500 Penalty: 8743.166016
	Iteration 1F: 3 clusters Score -254792.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -254947.343750 Penalty: 8743.166016
	Iteration 2F: 3 clusters Score -254947.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -255052.312500 Penalty: 8743.166016
	Iteration 3Q: 3 clusters Score -255052.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -255106.750000 Penalty: 8743.166016
	Iteration 4Q: 3 clusters Score -255106.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -255134.812500 Penalty: 8743.166016
	Iteration 5Q: 3 clusters Score -255134.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -255151.078125 Penalty: 8743.166016
	Iteration 6Q: 3 clusters Score -255151.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -255171.171875 Penalty: 8743.166016
	Iteration 7Q: 3 clusters Score -255171.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -255187.218750 Penalty: 8743.166016
	Iteration 8Q: 3 clusters Score -255187.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -255201.125000 Penalty: 8743.166016
	Iteration 9Q: 3 clusters Score -255201.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -255206.593750 Penalty: 8743.166016
	Iteration 10Q: 3 clusters Score -255206.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -255207.406250 Penalty: 8743.166016
	Iteration 11Q: 3 clusters Score -255207.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -255207.406250 Penalty: 8743.166016
	Iteration 12F: 3 clusters Score -255207.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (48342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48342 members 
Entering Unmasked Estep 
Score: -10810070.000000 Penalty: 6606.459473
	Iteration 0F: 2 clusters Score -1.081007e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -10775283.000000 Penalty: 13212.918945
	Iteration 0F: 3 clusters Score -1.077528e+07 nChanged 21211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -10786802.000000 Penalty: 13212.918945
	Iteration 1F: 3 clusters Score -1.07868e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -10787757.000000 Penalty: 13212.918945
	Iteration 2F: 3 clusters Score -1.078776e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -10788583.000000 Penalty: 13212.918945
	Iteration 3Q: 3 clusters Score -1.078858e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -10789328.000000 Penalty: 13212.918945
	Iteration 4Q: 3 clusters Score -1.078933e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -10790158.000000 Penalty: 13212.918945
	Iteration 5Q: 3 clusters Score -1.079016e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -10791339.000000 Penalty: 13212.918945
	Iteration 6Q: 3 clusters Score -1.079134e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -10792836.000000 Penalty: 13212.918945
	Iteration 7Q: 3 clusters Score -1.079284e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -10794579.000000 Penalty: 13212.918945
	Iteration 8F: 3 clusters Score -1.079458e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -10796377.000000 Penalty: 13212.918945
	Iteration 9F: 3 clusters Score -1.079638e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27661 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -10798158.000000 Penalty: 13212.918945
	Iteration 10F: 3 clusters Score -1.079816e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28308 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -10799618.000000 Penalty: 13212.918945
	Iteration 11F: 3 clusters Score -1.079962e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28730 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -10800673.000000 Penalty: 13212.918945
	Iteration 12Q: 3 clusters Score -1.080067e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -10801402.000000 Penalty: 13212.918945
	Iteration 13Q: 3 clusters Score -1.08014e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29271 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -10802042.000000 Penalty: 13212.918945
	Iteration 14Q: 3 clusters Score -1.080204e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29484 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -10802484.000000 Penalty: 13212.918945
	Iteration 15Q: 3 clusters Score -1.080248e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29762 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -10803018.000000 Penalty: 13212.918945
	Iteration 16Q: 3 clusters Score -1.080302e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30097 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -10803515.000000 Penalty: 13212.918945
	Iteration 17Q: 3 clusters Score -1.080352e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30440 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -10803966.000000 Penalty: 13212.918945
	Iteration 18Q: 3 clusters Score -1.080397e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30862 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -10804445.000000 Penalty: 13212.918945
	Iteration 19Q: 3 clusters Score -1.080444e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31311 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -10804849.000000 Penalty: 13212.918945
	Iteration 20F: 3 clusters Score -1.080485e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31770 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -10805146.000000 Penalty: 13212.918945
	Iteration 21Q: 3 clusters Score -1.080515e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32195 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -10805358.000000 Penalty: 13212.918945
	Iteration 22Q: 3 clusters Score -1.080536e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32628 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -10805555.000000 Penalty: 13212.918945
	Iteration 23Q: 3 clusters Score -1.080556e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33049 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -10805677.000000 Penalty: 13212.918945
	Iteration 24Q: 3 clusters Score -1.080568e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33466 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -10805807.000000 Penalty: 13212.918945
	Iteration 25Q: 3 clusters Score -1.080581e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33854 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -10805987.000000 Penalty: 13212.918945
	Iteration 26Q: 3 clusters Score -1.080599e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34232 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -10806098.000000 Penalty: 13212.918945
	Iteration 27Q: 3 clusters Score -1.08061e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -10806222.000000 Penalty: 13212.918945
	Iteration 28Q: 3 clusters Score -1.080622e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34823 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -10806258.000000 Penalty: 13212.918945
	Iteration 29Q: 3 clusters Score -1.080626e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35073 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -10806302.000000 Penalty: 13212.918945
	Iteration 30Q: 3 clusters Score -1.08063e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35299 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -10806384.000000 Penalty: 13212.918945
	Iteration 31Q: 3 clusters Score -1.080638e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35500 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -10806403.000000 Penalty: 13212.918945
	Iteration 32Q: 3 clusters Score -1.08064e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35687 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -10806465.000000 Penalty: 13212.918945
	Iteration 33Q: 3 clusters Score -1.080646e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35859 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -10806496.000000 Penalty: 13212.918945
	Iteration 34Q: 3 clusters Score -1.08065e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36023 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -10806548.000000 Penalty: 13212.918945
	Iteration 35Q: 3 clusters Score -1.080655e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36180 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -10806592.000000 Penalty: 13212.918945
	Iteration 36Q: 3 clusters Score -1.080659e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36312 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -10806589.000000 Penalty: 13212.918945
	Iteration 37Q: 3 clusters Score -1.080659e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36433 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -10806603.000000 Penalty: 13212.918945
	Iteration 38Q: 3 clusters Score -1.08066e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36559 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -10806634.000000 Penalty: 13212.918945
	Iteration 39Q: 3 clusters Score -1.080663e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36687 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -10806666.000000 Penalty: 13212.918945
	Iteration 40F: 3 clusters Score -1.080667e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36810 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -10806679.000000 Penalty: 13212.918945
	Iteration 41Q: 3 clusters Score -1.080668e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36942 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -10806742.000000 Penalty: 13212.918945
	Iteration 42Q: 3 clusters Score -1.080674e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37069 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -10806760.000000 Penalty: 13212.918945
	Iteration 43Q: 3 clusters Score -1.080676e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37203 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -10806797.000000 Penalty: 13212.918945
	Iteration 44Q: 3 clusters Score -1.08068e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37305 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -10806829.000000 Penalty: 13212.918945
	Iteration 45Q: 3 clusters Score -1.080683e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37400 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -10806817.000000 Penalty: 13212.918945
	Iteration 46Q: 3 clusters Score -1.080682e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37497 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -10806865.000000 Penalty: 13212.918945
	Iteration 47Q: 3 clusters Score -1.080686e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37589 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -10806879.000000 Penalty: 13212.918945
	Iteration 48Q: 3 clusters Score -1.080688e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37674 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -10806887.000000 Penalty: 13212.918945
	Iteration 49Q: 3 clusters Score -1.080689e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37760 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -10806892.000000 Penalty: 13212.918945
	Iteration 50Q: 3 clusters Score -1.080689e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37861 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -10806901.000000 Penalty: 13212.918945
	Iteration 51Q: 3 clusters Score -1.08069e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37951 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -10806911.000000 Penalty: 13212.918945
	Iteration 52Q: 3 clusters Score -1.080691e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38031 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -10806921.000000 Penalty: 13212.918945
	Iteration 53Q: 3 clusters Score -1.080692e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38097 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -10806917.000000 Penalty: 13212.918945
	Iteration 54Q: 3 clusters Score -1.080692e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38157 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -10806915.000000 Penalty: 13212.918945
	Iteration 55Q: 3 clusters Score -1.080692e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38204 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -10806927.000000 Penalty: 13212.918945
	Iteration 56Q: 3 clusters Score -1.080693e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38243 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -10806919.000000 Penalty: 13212.918945
	Iteration 57Q: 3 clusters Score -1.080692e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38276 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -10806926.000000 Penalty: 13212.918945
	Iteration 58Q: 3 clusters Score -1.080693e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38306 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -10806942.000000 Penalty: 13212.918945
	Iteration 59Q: 3 clusters Score -1.080694e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38349 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -10806938.000000 Penalty: 13212.918945
	Iteration 60F: 3 clusters Score -1.080694e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38383 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -10806958.000000 Penalty: 13212.918945
	Iteration 61Q: 3 clusters Score -1.080696e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38412 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -10806979.000000 Penalty: 13212.918945
	Iteration 62Q: 3 clusters Score -1.080698e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38435 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -10806983.000000 Penalty: 13212.918945
	Iteration 63Q: 3 clusters Score -1.080698e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38447 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -10806980.000000 Penalty: 13212.918945
	Iteration 64Q: 3 clusters Score -1.080698e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38463 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -10807000.000000 Penalty: 13212.918945
	Iteration 65Q: 3 clusters Score -1.0807e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38476 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -10807002.000000 Penalty: 13212.918945
	Iteration 66Q: 3 clusters Score -1.0807e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38493 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -10807002.000000 Penalty: 13212.918945
	Iteration 67Q: 3 clusters Score -1.0807e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38513 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -10806995.000000 Penalty: 13212.918945
	Iteration 68Q: 3 clusters Score -1.0807e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38523 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -10807005.000000 Penalty: 13212.918945
	Iteration 69Q: 3 clusters Score -1.0807e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38535 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -10807000.000000 Penalty: 13212.918945
	Iteration 70Q: 3 clusters Score -1.0807e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38545 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -10806994.000000 Penalty: 13212.918945
	Iteration 71Q: 3 clusters Score -1.080699e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38553 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -10807005.000000 Penalty: 13212.918945
	Iteration 72Q: 3 clusters Score -1.0807e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38559 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -10807003.000000 Penalty: 13212.918945
	Iteration 73Q: 3 clusters Score -1.0807e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38565 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -10806994.000000 Penalty: 13212.918945
	Iteration 74Q: 3 clusters Score -1.080699e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38566 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -10806997.000000 Penalty: 13212.918945
	Iteration 75Q: 3 clusters Score -1.0807e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38568 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -10806988.000000 Penalty: 13212.918945
	Iteration 76Q: 3 clusters Score -1.080699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38570 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -10806994.000000 Penalty: 13212.918945
	Iteration 77Q: 3 clusters Score -1.080699e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38571 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -10806994.000000 Penalty: 13212.918945
	Iteration 78Q: 3 clusters Score -1.080699e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38571 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -10806994.000000 Penalty: 13212.918945
	Iteration 79F: 3 clusters Score -1.080699e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Entering Unmasked Estep 
Score: -2695517.750000 Penalty: 5755.501465
	Iteration 0F: 2 clusters Score -2695518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -2683906.250000 Penalty: 11511.002930
	Iteration 0F: 3 clusters Score -2683906 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -2686415.750000 Penalty: 11511.002930
	Iteration 1F: 3 clusters Score -2686416 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -2686886.250000 Penalty: 11511.002930
	Iteration 2F: 3 clusters Score -2686886 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -2687159.500000 Penalty: 11511.002930
	Iteration 3Q: 3 clusters Score -2687160 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -2687383.750000 Penalty: 11511.002930
	Iteration 4Q: 3 clusters Score -2687384 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -2687577.500000 Penalty: 11511.002930
	Iteration 5Q: 3 clusters Score -2687578 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -2687750.750000 Penalty: 11511.002930
	Iteration 6Q: 3 clusters Score -2687751 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -2687901.750000 Penalty: 11511.002930
	Iteration 7Q: 3 clusters Score -2687902 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -2688047.000000 Penalty: 11511.002930
	Iteration 8Q: 3 clusters Score -2688047 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -2688199.750000 Penalty: 11511.002930
	Iteration 9Q: 3 clusters Score -2688200 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -2688383.750000 Penalty: 11511.002930
	Iteration 10Q: 3 clusters Score -2688384 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -2688586.250000 Penalty: 11511.002930
	Iteration 11Q: 3 clusters Score -2688586 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -2688790.250000 Penalty: 11511.002930
	Iteration 12Q: 3 clusters Score -2688790 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -2689012.250000 Penalty: 11511.002930
	Iteration 13Q: 3 clusters Score -2689012 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -2689250.250000 Penalty: 11511.002930
	Iteration 14Q: 3 clusters Score -2689250 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -2689472.750000 Penalty: 11511.002930
	Iteration 15Q: 3 clusters Score -2689473 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2689709.000000 Penalty: 11511.002930
	Iteration 16Q: 3 clusters Score -2689709 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2689902.500000 Penalty: 11511.002930
	Iteration 17Q: 3 clusters Score -2689902 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2690065.500000 Penalty: 11511.002930
	Iteration 18Q: 3 clusters Score -2690066 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2690176.250000 Penalty: 11511.002930
	Iteration 19Q: 3 clusters Score -2690176 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2690277.500000 Penalty: 11511.002930
	Iteration 20F: 3 clusters Score -2690278 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2690384.000000 Penalty: 11511.002930
	Iteration 21Q: 3 clusters Score -2690384 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2690476.250000 Penalty: 11511.002930
	Iteration 22Q: 3 clusters Score -2690476 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2690534.250000 Penalty: 11511.002930
	Iteration 23Q: 3 clusters Score -2690534 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2690569.500000 Penalty: 11511.002930
	Iteration 24Q: 3 clusters Score -2690570 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2690610.750000 Penalty: 11511.002930
	Iteration 25Q: 3 clusters Score -2690611 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2690633.500000 Penalty: 11511.002930
	Iteration 26Q: 3 clusters Score -2690634 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2690659.750000 Penalty: 11511.002930
	Iteration 27Q: 3 clusters Score -2690660 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2690680.500000 Penalty: 11511.002930
	Iteration 28Q: 3 clusters Score -2690680 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2690690.750000 Penalty: 11511.002930
	Iteration 29Q: 3 clusters Score -2690691 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2690703.250000 Penalty: 11511.002930
	Iteration 30Q: 3 clusters Score -2690703 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2690717.250000 Penalty: 11511.002930
	Iteration 31Q: 3 clusters Score -2690717 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2690730.500000 Penalty: 11511.002930
	Iteration 32Q: 3 clusters Score -2690730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2690738.250000 Penalty: 11511.002930
	Iteration 33Q: 3 clusters Score -2690738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2690743.500000 Penalty: 11511.002930
	Iteration 34Q: 3 clusters Score -2690744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2690747.500000 Penalty: 11511.002930
	Iteration 35Q: 3 clusters Score -2690748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2690744.000000 Penalty: 11511.002930
	Iteration 36Q: 3 clusters Score -2690744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2690748.500000 Penalty: 11511.002930
	Iteration 37Q: 3 clusters Score -2690748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2690749.250000 Penalty: 11511.002930
	Iteration 38Q: 3 clusters Score -2690749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2690748.750000 Penalty: 11511.002930
	Iteration 39Q: 3 clusters Score -2690749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2690748.500000 Penalty: 11511.002930
	Iteration 40F: 3 clusters Score -2690748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2690753.000000 Penalty: 11511.002930
	Iteration 41Q: 3 clusters Score -2690753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2690755.500000 Penalty: 11511.002930
	Iteration 42Q: 3 clusters Score -2690756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2690755.500000 Penalty: 11511.002930
	Iteration 43F: 3 clusters Score -2690756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28144 members 
Entering Unmasked Estep 
Score: -6175671.000000 Penalty: 6275.117188
	Iteration 0F: 2 clusters Score -6175671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -6154003.000000 Penalty: 12550.234375
	Iteration 0F: 3 clusters Score -6154003 nChanged 11820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -6160188.000000 Penalty: 12550.234375
	Iteration 1F: 3 clusters Score -6160188 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -6161008.000000 Penalty: 12550.234375
	Iteration 2F: 3 clusters Score -6161008 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -6161669.500000 Penalty: 12550.234375
	Iteration 3F: 3 clusters Score -6161670 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -6162311.500000 Penalty: 12550.234375
	Iteration 4Q: 3 clusters Score -6162312 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -6162801.000000 Penalty: 12550.234375
	Iteration 5Q: 3 clusters Score -6162801 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -6163275.000000 Penalty: 12550.234375
	Iteration 6Q: 3 clusters Score -6163275 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -6163710.500000 Penalty: 12550.234375
	Iteration 7Q: 3 clusters Score -6163710 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -6164056.000000 Penalty: 12550.234375
	Iteration 8Q: 3 clusters Score -6164056 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -6164337.000000 Penalty: 12550.234375
	Iteration 9Q: 3 clusters Score -6164337 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -6164708.500000 Penalty: 12550.234375
	Iteration 10Q: 3 clusters Score -6164708 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -6165072.500000 Penalty: 12550.234375
	Iteration 11Q: 3 clusters Score -6165072 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -6165388.000000 Penalty: 12550.234375
	Iteration 12Q: 3 clusters Score -6165388 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -6165717.000000 Penalty: 12550.234375
	Iteration 13Q: 3 clusters Score -6165717 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -6166115.500000 Penalty: 12550.234375
	Iteration 14Q: 3 clusters Score -6166116 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -6166487.000000 Penalty: 12550.234375
	Iteration 15Q: 3 clusters Score -6166487 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -6166781.500000 Penalty: 12550.234375
	Iteration 16Q: 3 clusters Score -6166782 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -6167032.000000 Penalty: 12550.234375
	Iteration 17Q: 3 clusters Score -6167032 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -6167266.000000 Penalty: 12550.234375
	Iteration 18Q: 3 clusters Score -6167266 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -6167489.500000 Penalty: 12550.234375
	Iteration 19Q: 3 clusters Score -6167490 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -6167651.000000 Penalty: 12550.234375
	Iteration 20F: 3 clusters Score -6167651 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -6167872.000000 Penalty: 12550.234375
	Iteration 21Q: 3 clusters Score -6167872 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -6167997.000000 Penalty: 12550.234375
	Iteration 22Q: 3 clusters Score -6167997 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -6168145.500000 Penalty: 12550.234375
	Iteration 23Q: 3 clusters Score -6168146 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -6168301.500000 Penalty: 12550.234375
	Iteration 24Q: 3 clusters Score -6168302 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -6168430.500000 Penalty: 12550.234375
	Iteration 25Q: 3 clusters Score -6168430 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -6168620.500000 Penalty: 12550.234375
	Iteration 26Q: 3 clusters Score -6168620 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -6168763.000000 Penalty: 12550.234375
	Iteration 27Q: 3 clusters Score -6168763 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -6168951.500000 Penalty: 12550.234375
	Iteration 28Q: 3 clusters Score -6168952 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -6169150.500000 Penalty: 12550.234375
	Iteration 29Q: 3 clusters Score -6169150 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -6169367.000000 Penalty: 12550.234375
	Iteration 30Q: 3 clusters Score -6169367 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -6169635.500000 Penalty: 12550.234375
	Iteration 31Q: 3 clusters Score -6169636 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 24565 members 
Entering Unmasked Estep 
Score: -6169939.500000 Penalty: 12550.234375
	Iteration 32Q: 3 clusters Score -6169940 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -6170314.500000 Penalty: 12550.234375
	Iteration 33Q: 3 clusters Score -6170314 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -6170620.500000 Penalty: 12550.234375
	Iteration 34Q: 3 clusters Score -6170620 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -6170761.500000 Penalty: 12550.234375
	Iteration 35Q: 3 clusters Score -6170762 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -6170880.000000 Penalty: 12550.234375
	Iteration 36Q: 3 clusters Score -6170880 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 25450 members 
Entering Unmasked Estep 
Score: -6170921.000000 Penalty: 12550.234375
	Iteration 37Q: 3 clusters Score -6170921 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -6170947.000000 Penalty: 12550.234375
	Iteration 38Q: 3 clusters Score -6170947 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 25579 members 
Entering Unmasked Estep 
Score: -6170977.000000 Penalty: 12550.234375
	Iteration 39Q: 3 clusters Score -6170977 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -6171022.000000 Penalty: 12550.234375
	Iteration 40F: 3 clusters Score -6171022 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -6171048.500000 Penalty: 12550.234375
	Iteration 41Q: 3 clusters Score -6171048 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -6171057.500000 Penalty: 12550.234375
	Iteration 42Q: 3 clusters Score -6171058 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -6171080.500000 Penalty: 12550.234375
	Iteration 43Q: 3 clusters Score -6171080 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 25755 members 
Entering Unmasked Estep 
Score: -6171073.000000 Penalty: 12550.234375
	Iteration 44Q: 3 clusters Score -6171073 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -6171082.000000 Penalty: 12550.234375
	Iteration 45Q: 3 clusters Score -6171082 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 25789 members 
Entering Unmasked Estep 
Score: -6171089.500000 Penalty: 12550.234375
	Iteration 46Q: 3 clusters Score -6171090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -6171097.000000 Penalty: 12550.234375
	Iteration 47Q: 3 clusters Score -6171097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -6171101.000000 Penalty: 12550.234375
	Iteration 48Q: 3 clusters Score -6171101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -6171103.000000 Penalty: 12550.234375
	Iteration 49Q: 3 clusters Score -6171103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -6171108.000000 Penalty: 12550.234375
	Iteration 50Q: 3 clusters Score -6171108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 25836 members 
Entering Unmasked Estep 
Score: -6171106.500000 Penalty: 12550.234375
	Iteration 51Q: 3 clusters Score -6171106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 25838 members 
Entering Unmasked Estep 
Score: -6171112.500000 Penalty: 12550.234375
	Iteration 52Q: 3 clusters Score -6171112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 25841 members 
Entering Unmasked Estep 
Score: -6171117.500000 Penalty: 12550.234375
	Iteration 53Q: 3 clusters Score -6171118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -6171117.500000 Penalty: 12550.234375
	Iteration 54Q: 3 clusters Score -6171118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 25848 members 
Entering Unmasked Estep 
Score: -6171122.500000 Penalty: 12550.234375
	Iteration 55Q: 3 clusters Score -6171122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 25850 members 
Entering Unmasked Estep 
Score: -6171122.500000 Penalty: 12550.234375
	Iteration 56Q: 3 clusters Score -6171122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -6171125.000000 Penalty: 12550.234375
	Iteration 57Q: 3 clusters Score -6171125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -6171125.000000 Penalty: 12550.234375
	Iteration 58F: 3 clusters Score -6171125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (28845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Entering Unmasked Estep 
Score: -6438193.500000 Penalty: 6290.186035
	Iteration 0F: 2 clusters Score -6438194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -6415971.500000 Penalty: 12580.372070
	Iteration 0F: 3 clusters Score -6415972 nChanged 12201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -6422635.000000 Penalty: 12580.372070
	Iteration 1F: 3 clusters Score -6422635 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -6423379.000000 Penalty: 12580.372070
	Iteration 2F: 3 clusters Score -6423379 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -6423930.000000 Penalty: 12580.372070
	Iteration 3Q: 3 clusters Score -6423930 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -6424393.000000 Penalty: 12580.372070
	Iteration 4Q: 3 clusters Score -6424393 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -6424835.000000 Penalty: 12580.372070
	Iteration 5Q: 3 clusters Score -6424835 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -6425285.000000 Penalty: 12580.372070
	Iteration 6Q: 3 clusters Score -6425285 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -6425788.000000 Penalty: 12580.372070
	Iteration 7Q: 3 clusters Score -6425788 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -6426297.000000 Penalty: 12580.372070
	Iteration 8Q: 3 clusters Score -6426297 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -6426861.000000 Penalty: 12580.372070
	Iteration 9Q: 3 clusters Score -6426861 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -6427496.500000 Penalty: 12580.372070
	Iteration 10Q: 3 clusters Score -6427496 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -6428202.000000 Penalty: 12580.372070
	Iteration 11Q: 3 clusters Score -6428202 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -6429018.500000 Penalty: 12580.372070
	Iteration 12Q: 3 clusters Score -6429018 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -6429776.000000 Penalty: 12580.372070
	Iteration 13Q: 3 clusters Score -6429776 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -6430478.000000 Penalty: 12580.372070
	Iteration 14Q: 3 clusters Score -6430478 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -6431101.500000 Penalty: 12580.372070
	Iteration 15Q: 3 clusters Score -6431102 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -6431631.500000 Penalty: 12580.372070
	Iteration 16Q: 3 clusters Score -6431632 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27085 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -6432005.000000 Penalty: 12580.372070
	Iteration 17Q: 3 clusters Score -6432005 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27363 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -6432273.500000 Penalty: 12580.372070
	Iteration 18Q: 3 clusters Score -6432274 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27539 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -6432450.000000 Penalty: 12580.372070
	Iteration 19Q: 3 clusters Score -6432450 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -6432558.000000 Penalty: 12580.372070
	Iteration 20F: 3 clusters Score -6432558 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -6432621.500000 Penalty: 12580.372070
	Iteration 21Q: 3 clusters Score -6432622 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -6432675.500000 Penalty: 12580.372070
	Iteration 22Q: 3 clusters Score -6432676 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27824 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -6432711.500000 Penalty: 12580.372070
	Iteration 23Q: 3 clusters Score -6432712 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -6432735.000000 Penalty: 12580.372070
	Iteration 24Q: 3 clusters Score -6432735 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27870 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -6432761.000000 Penalty: 12580.372070
	Iteration 25Q: 3 clusters Score -6432761 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -6432787.000000 Penalty: 12580.372070
	Iteration 26Q: 3 clusters Score -6432787 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -6432808.000000 Penalty: 12580.372070
	Iteration 27Q: 3 clusters Score -6432808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -6432809.500000 Penalty: 12580.372070
	Iteration 28Q: 3 clusters Score -6432810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27930 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -6432839.000000 Penalty: 12580.372070
	Iteration 29Q: 3 clusters Score -6432839 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27945 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -6432844.500000 Penalty: 12580.372070
	Iteration 30Q: 3 clusters Score -6432844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -6432857.500000 Penalty: 12580.372070
	Iteration 31Q: 3 clusters Score -6432858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27953 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -6432864.500000 Penalty: 12580.372070
	Iteration 32Q: 3 clusters Score -6432864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27960 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -6432869.000000 Penalty: 12580.372070
	Iteration 33Q: 3 clusters Score -6432869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -6432873.500000 Penalty: 12580.372070
	Iteration 34Q: 3 clusters Score -6432874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27966 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -6432869.000000 Penalty: 12580.372070
	Iteration 35Q: 3 clusters Score -6432869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27968 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -6432867.500000 Penalty: 12580.372070
	Iteration 36Q: 3 clusters Score -6432868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -6432879.000000 Penalty: 12580.372070
	Iteration 37Q: 3 clusters Score -6432879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27975 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -6432885.000000 Penalty: 12580.372070
	Iteration 38Q: 3 clusters Score -6432885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -6432891.000000 Penalty: 12580.372070
	Iteration 39Q: 3 clusters Score -6432891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27976 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -6432889.000000 Penalty: 12580.372070
	Iteration 40F: 3 clusters Score -6432889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -6432889.000000 Penalty: 12580.372070
	Iteration 41Q: 3 clusters Score -6432889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27981 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -6432892.000000 Penalty: 12580.372070
	Iteration 42Q: 3 clusters Score -6432892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -6432893.500000 Penalty: 12580.372070
	Iteration 43Q: 3 clusters Score -6432894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27988 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -6432894.000000 Penalty: 12580.372070
	Iteration 44Q: 3 clusters Score -6432894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27991 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -6432902.000000 Penalty: 12580.372070
	Iteration 45Q: 3 clusters Score -6432902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27995 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -6432907.000000 Penalty: 12580.372070
	Iteration 46Q: 3 clusters Score -6432907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -6432917.500000 Penalty: 12580.372070
	Iteration 47Q: 3 clusters Score -6432918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28002 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -6432921.500000 Penalty: 12580.372070
	Iteration 48Q: 3 clusters Score -6432922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -6432921.000000 Penalty: 12580.372070
	Iteration 49Q: 3 clusters Score -6432921 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28012 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -6432928.500000 Penalty: 12580.372070
	Iteration 50Q: 3 clusters Score -6432928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -6432927.500000 Penalty: 12580.372070
	Iteration 51Q: 3 clusters Score -6432928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28016 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -6432930.500000 Penalty: 12580.372070
	Iteration 52Q: 3 clusters Score -6432930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28017 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -6432932.000000 Penalty: 12580.372070
	Iteration 53Q: 3 clusters Score -6432932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28018 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -6432937.000000 Penalty: 12580.372070
	Iteration 54Q: 3 clusters Score -6432937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28019 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -6432937.500000 Penalty: 12580.372070
	Iteration 55Q: 3 clusters Score -6432938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28019 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -6432937.500000 Penalty: 12580.372070
	Iteration 56F: 3 clusters Score -6432938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Entering Unmasked Estep 
Score: -931028.687500 Penalty: 5105.305176
	Iteration 0F: 2 clusters Score -931028.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -924440.000000 Penalty: 10210.610352
	Iteration 0F: 3 clusters Score -924440 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -925394.812500 Penalty: 10210.610352
	Iteration 1F: 3 clusters Score -925394.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -925643.125000 Penalty: 10210.610352
	Iteration 2F: 3 clusters Score -925643.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -925799.062500 Penalty: 10210.610352
	Iteration 3Q: 3 clusters Score -925799.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -925903.562500 Penalty: 10210.610352
	Iteration 4Q: 3 clusters Score -925903.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -925975.187500 Penalty: 10210.610352
	Iteration 5Q: 3 clusters Score -925975.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -926030.375000 Penalty: 10210.610352
	Iteration 6Q: 3 clusters Score -926030.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -926076.937500 Penalty: 10210.610352
	Iteration 7Q: 3 clusters Score -926076.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -926127.250000 Penalty: 10210.610352
	Iteration 8Q: 3 clusters Score -926127.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -926164.062500 Penalty: 10210.610352
	Iteration 9Q: 3 clusters Score -926164.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -926193.187500 Penalty: 10210.610352
	Iteration 10Q: 3 clusters Score -926193.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -926214.000000 Penalty: 10210.610352
	Iteration 11Q: 3 clusters Score -926214 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -926239.687500 Penalty: 10210.610352
	Iteration 12Q: 3 clusters Score -926239.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -926257.500000 Penalty: 10210.610352
	Iteration 13Q: 3 clusters Score -926257.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -926271.625000 Penalty: 10210.610352
	Iteration 14Q: 3 clusters Score -926271.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -926278.375000 Penalty: 10210.610352
	Iteration 15Q: 3 clusters Score -926278.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -926287.562500 Penalty: 10210.610352
	Iteration 16Q: 3 clusters Score -926287.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -926293.687500 Penalty: 10210.610352
	Iteration 17Q: 3 clusters Score -926293.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -926297.312500 Penalty: 10210.610352
	Iteration 18Q: 3 clusters Score -926297.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -926298.000000 Penalty: 10210.610352
	Iteration 19Q: 3 clusters Score -926298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -926299.875000 Penalty: 10210.610352
	Iteration 20F: 3 clusters Score -926299.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -926301.125000 Penalty: 10210.610352
	Iteration 21Q: 3 clusters Score -926301.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -926300.437500 Penalty: 10210.610352
	Iteration 22Q: 3 clusters Score -926300.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -926301.812500 Penalty: 10210.610352
	Iteration 23Q: 3 clusters Score -926301.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -926301.937500 Penalty: 10210.610352
	Iteration 24Q: 3 clusters Score -926301.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -926301.937500 Penalty: 10210.610352
	Iteration 25F: 3 clusters Score -926301.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (145000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145000 members 
Entering Unmasked Estep 
Score: -32132430.000000 Penalty: 7279.249512
	Iteration 0F: 2 clusters Score -3.213243e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72470 members 
Mstep: Class 2 contains 72530 members 
Entering Unmasked Estep 
Score: -32034854.000000 Penalty: 14558.499023
	Iteration 0F: 3 clusters Score -3.203485e+07 nChanged 67223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71693 members 
Mstep: Class 2 contains 73307 members 
Entering Unmasked Estep 
Score: -32072318.000000 Penalty: 14558.499023
	Iteration 1F: 3 clusters Score -3.207232e+07 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71378 members 
Mstep: Class 2 contains 73622 members 
Entering Unmasked Estep 
Score: -32073612.000000 Penalty: 14558.499023
	Iteration 2Q: 3 clusters Score -3.207361e+07 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70878 members 
Mstep: Class 2 contains 74122 members 
Entering Unmasked Estep 
Score: -32074814.000000 Penalty: 14558.499023
	Iteration 3Q: 3 clusters Score -3.207481e+07 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70097 members 
Mstep: Class 2 contains 74903 members 
Entering Unmasked Estep 
Score: -32075942.000000 Penalty: 14558.499023
	Iteration 4Q: 3 clusters Score -3.207594e+07 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68872 members 
Mstep: Class 2 contains 76128 members 
Entering Unmasked Estep 
Score: -32077180.000000 Penalty: 14558.499023
	Iteration 5Q: 3 clusters Score -3.207718e+07 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67058 members 
Mstep: Class 2 contains 77942 members 
Entering Unmasked Estep 
Score: -32078478.000000 Penalty: 14558.499023
	Iteration 6Q: 3 clusters Score -3.207848e+07 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64458 members 
Mstep: Class 2 contains 80542 members 
Entering Unmasked Estep 
Score: -32079998.000000 Penalty: 14558.499023
	Iteration 7Q: 3 clusters Score -3.208e+07 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60763 members 
Mstep: Class 2 contains 84237 members 
Entering Unmasked Estep 
Score: -32081796.000000 Penalty: 14558.499023
	Iteration 8Q: 3 clusters Score -3.20818e+07 nChanged 6253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55774 members 
Mstep: Class 2 contains 89226 members 
Entering Unmasked Estep 
Score: -32084468.000000 Penalty: 14558.499023
	Iteration 9Q: 3 clusters Score -3.208447e+07 nChanged 7523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49073 members 
Mstep: Class 2 contains 95927 members 
Entering Unmasked Estep 
Score: -32088296.000000 Penalty: 14558.499023
	Iteration 10F: 3 clusters Score -3.20883e+07 nChanged 8767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40762 members 
Mstep: Class 2 contains 104238 members 
Entering Unmasked Estep 
Score: -32093854.000000 Penalty: 14558.499023
	Iteration 11F: 3 clusters Score -3.209385e+07 nChanged 9670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31304 members 
Mstep: Class 2 contains 113696 members 
Entering Unmasked Estep 
Score: -32101156.000000 Penalty: 14558.499023
	Iteration 12F: 3 clusters Score -3.210116e+07 nChanged 9470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 123072 members 
Entering Unmasked Estep 
Score: -32108718.000000 Penalty: 14558.499023
	Iteration 13F: 3 clusters Score -3.210872e+07 nChanged 7878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 130920 members 
Entering Unmasked Estep 
Score: -32115422.000000 Penalty: 14558.499023
	Iteration 14F: 3 clusters Score -3.211542e+07 nChanged 5620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 136534 members 
Entering Unmasked Estep 
Score: -32120188.000000 Penalty: 14558.499023
	Iteration 15Q: 3 clusters Score -3.212019e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 140007 members 
Entering Unmasked Estep 
Score: -32122984.000000 Penalty: 14558.499023
	Iteration 16Q: 3 clusters Score -3.212298e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 141919 members 
Entering Unmasked Estep 
Score: -32124446.000000 Penalty: 14558.499023
	Iteration 17Q: 3 clusters Score -3.212445e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 142908 members 
Entering Unmasked Estep 
Score: -32125246.000000 Penalty: 14558.499023
	Iteration 18Q: 3 clusters Score -3.212525e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 143380 members 
Entering Unmasked Estep 
Score: -32125590.000000 Penalty: 14558.499023
	Iteration 19Q: 3 clusters Score -3.212559e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 143614 members 
Entering Unmasked Estep 
Score: -32125876.000000 Penalty: 14558.499023
	Iteration 20F: 3 clusters Score -3.212588e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 143746 members 
Entering Unmasked Estep 
Score: -32126018.000000 Penalty: 14558.499023
	Iteration 21Q: 3 clusters Score -3.212602e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 143826 members 
Entering Unmasked Estep 
Score: -32126084.000000 Penalty: 14558.499023
	Iteration 22Q: 3 clusters Score -3.212608e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 143872 members 
Entering Unmasked Estep 
Score: -32126174.000000 Penalty: 14558.499023
	Iteration 23Q: 3 clusters Score -3.212617e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 143901 members 
Entering Unmasked Estep 
Score: -32126234.000000 Penalty: 14558.499023
	Iteration 24Q: 3 clusters Score -3.212623e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 143912 members 
Entering Unmasked Estep 
Score: -32126262.000000 Penalty: 14558.499023
	Iteration 25Q: 3 clusters Score -3.212626e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 143924 members 
Entering Unmasked Estep 
Score: -32126270.000000 Penalty: 14558.499023
	Iteration 26Q: 3 clusters Score -3.212627e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 143929 members 
Entering Unmasked Estep 
Score: -32126284.000000 Penalty: 14558.499023
	Iteration 27Q: 3 clusters Score -3.212628e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 143944 members 
Entering Unmasked Estep 
Score: -32126288.000000 Penalty: 14558.499023
	Iteration 28Q: 3 clusters Score -3.212629e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 143960 members 
Entering Unmasked Estep 
Score: -32126320.000000 Penalty: 14558.499023
	Iteration 29Q: 3 clusters Score -3.212632e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 143974 members 
Entering Unmasked Estep 
Score: -32126346.000000 Penalty: 14558.499023
	Iteration 30Q: 3 clusters Score -3.212635e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 143982 members 
Entering Unmasked Estep 
Score: -32126358.000000 Penalty: 14558.499023
	Iteration 31Q: 3 clusters Score -3.212636e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 143994 members 
Entering Unmasked Estep 
Score: -32126380.000000 Penalty: 14558.499023
	Iteration 32Q: 3 clusters Score -3.212638e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 144002 members 
Entering Unmasked Estep 
Score: -32126358.000000 Penalty: 14558.499023
	Iteration 33Q: 3 clusters Score -3.212636e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 144006 members 
Entering Unmasked Estep 
Score: -32126366.000000 Penalty: 14558.499023
	Iteration 34Q: 3 clusters Score -3.212637e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 144006 members 
Entering Unmasked Estep 
Score: -32126364.000000 Penalty: 14558.499023
	Iteration 35Q: 3 clusters Score -3.212636e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 144008 members 
Entering Unmasked Estep 
Score: -32126390.000000 Penalty: 14558.499023
	Iteration 36Q: 3 clusters Score -3.212639e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 144012 members 
Entering Unmasked Estep 
Score: -32126374.000000 Penalty: 14558.499023
	Iteration 37Q: 3 clusters Score -3.212637e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 144017 members 
Entering Unmasked Estep 
Score: -32126380.000000 Penalty: 14558.499023
	Iteration 38Q: 3 clusters Score -3.212638e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 144021 members 
Entering Unmasked Estep 
Score: -32126406.000000 Penalty: 14558.499023
	Iteration 39Q: 3 clusters Score -3.212641e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 144021 members 
Entering Unmasked Estep 
Score: -32126388.000000 Penalty: 14558.499023
	Iteration 40F: 3 clusters Score -3.212639e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 144022 members 
Entering Unmasked Estep 
Score: -32126374.000000 Penalty: 14558.499023
	Iteration 41Q: 3 clusters Score -3.212637e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 144022 members 
Entering Unmasked Estep 
Score: -32126374.000000 Penalty: 14558.499023
	Iteration 42F: 3 clusters Score -3.212637e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Entering Unmasked Estep 
Score: -54201.113281 Penalty: 3479.105713
	Iteration 0F: 2 clusters Score -54201.11 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 152 members 
Entering Unmasked Estep 
Score: -51339.132812 Penalty: 6958.211426
	Iteration 0F: 3 clusters Score -51339.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -51414.507812 Penalty: 6958.211426
	Iteration 1Q: 3 clusters Score -51414.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -51414.507812 Penalty: 6958.211426
	Iteration 2F: 3 clusters Score -51414.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Entering Unmasked Estep 
Score: -462059.843750 Penalty: 4681.339844
	Iteration 0F: 2 clusters Score -462059.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -457052.187500 Penalty: 9362.679688
	Iteration 0F: 3 clusters Score -457052.2 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -457806.375000 Penalty: 9362.679688
	Iteration 1F: 3 clusters Score -457806.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -458314.156250 Penalty: 9362.679688
	Iteration 2F: 3 clusters Score -458314.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -458618.812500 Penalty: 9362.679688
	Iteration 3F: 3 clusters Score -458618.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -458879.156250 Penalty: 9362.679688
	Iteration 4F: 3 clusters Score -458879.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -459078.937500 Penalty: 9362.679688
	Iteration 5Q: 3 clusters Score -459078.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -459234.250000 Penalty: 9362.679688
	Iteration 6Q: 3 clusters Score -459234.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -459360.750000 Penalty: 9362.679688
	Iteration 7Q: 3 clusters Score -459360.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -459459.406250 Penalty: 9362.679688
	Iteration 8Q: 3 clusters Score -459459.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -459533.906250 Penalty: 9362.679688
	Iteration 9Q: 3 clusters Score -459533.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -459586.406250 Penalty: 9362.679688
	Iteration 10Q: 3 clusters Score -459586.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -459638.625000 Penalty: 9362.679688
	Iteration 11Q: 3 clusters Score -459638.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -459709.875000 Penalty: 9362.679688
	Iteration 12Q: 3 clusters Score -459709.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -459770.031250 Penalty: 9362.679688
	Iteration 13Q: 3 clusters Score -459770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -459805.406250 Penalty: 9362.679688
	Iteration 14Q: 3 clusters Score -459805.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -459836.968750 Penalty: 9362.679688
	Iteration 15Q: 3 clusters Score -459837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -459847.125000 Penalty: 9362.679688
	Iteration 16Q: 3 clusters Score -459847.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -459850.406250 Penalty: 9362.679688
	Iteration 17Q: 3 clusters Score -459850.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -459850.406250 Penalty: 9362.679688
	Iteration 18F: 3 clusters Score -459850.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (34151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34151 members 
Entering Unmasked Estep 
Score: -7597873.000000 Penalty: 6393.610352
	Iteration 0F: 2 clusters Score -7597873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -7572262.500000 Penalty: 12787.220703
	Iteration 0F: 3 clusters Score -7572262 nChanged 14615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -7580165.000000 Penalty: 12787.220703
	Iteration 1F: 3 clusters Score -7580165 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -7581068.500000 Penalty: 12787.220703
	Iteration 2F: 3 clusters Score -7581068 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -7581862.000000 Penalty: 12787.220703
	Iteration 3Q: 3 clusters Score -7581862 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -7582703.000000 Penalty: 12787.220703
	Iteration 4Q: 3 clusters Score -7582703 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -7583615.000000 Penalty: 12787.220703
	Iteration 5Q: 3 clusters Score -7583615 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -7584722.000000 Penalty: 12787.220703
	Iteration 6Q: 3 clusters Score -7584722 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -7585848.000000 Penalty: 12787.220703
	Iteration 7F: 3 clusters Score -7585848 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -7586991.500000 Penalty: 12787.220703
	Iteration 8F: 3 clusters Score -7586992 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -7588167.500000 Penalty: 12787.220703
	Iteration 9F: 3 clusters Score -7588168 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -7589205.500000 Penalty: 12787.220703
	Iteration 10Q: 3 clusters Score -7589206 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -7590275.000000 Penalty: 12787.220703
	Iteration 11Q: 3 clusters Score -7590275 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -7591093.500000 Penalty: 12787.220703
	Iteration 12Q: 3 clusters Score -7591094 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -7591630.500000 Penalty: 12787.220703
	Iteration 13Q: 3 clusters Score -7591630 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -7591917.500000 Penalty: 12787.220703
	Iteration 14Q: 3 clusters Score -7591918 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -7592140.000000 Penalty: 12787.220703
	Iteration 15Q: 3 clusters Score -7592140 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -7592236.000000 Penalty: 12787.220703
	Iteration 16Q: 3 clusters Score -7592236 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -7592310.000000 Penalty: 12787.220703
	Iteration 17Q: 3 clusters Score -7592310 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -7592386.500000 Penalty: 12787.220703
	Iteration 18Q: 3 clusters Score -7592386 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -7592442.500000 Penalty: 12787.220703
	Iteration 19Q: 3 clusters Score -7592442 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -7592458.500000 Penalty: 12787.220703
	Iteration 20F: 3 clusters Score -7592458 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -7592493.000000 Penalty: 12787.220703
	Iteration 21Q: 3 clusters Score -7592493 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -7592510.000000 Penalty: 12787.220703
	Iteration 22Q: 3 clusters Score -7592510 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -7592524.500000 Penalty: 12787.220703
	Iteration 23Q: 3 clusters Score -7592524 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -7592540.000000 Penalty: 12787.220703
	Iteration 24Q: 3 clusters Score -7592540 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -7592536.500000 Penalty: 12787.220703
	Iteration 25Q: 3 clusters Score -7592536 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -7592535.000000 Penalty: 12787.220703
	Iteration 26Q: 3 clusters Score -7592535 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -7592538.000000 Penalty: 12787.220703
	Iteration 27Q: 3 clusters Score -7592538 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -7592543.000000 Penalty: 12787.220703
	Iteration 28Q: 3 clusters Score -7592543 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -7592569.500000 Penalty: 12787.220703
	Iteration 29Q: 3 clusters Score -7592570 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -7592559.500000 Penalty: 12787.220703
	Iteration 30Q: 3 clusters Score -7592560 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -7592563.000000 Penalty: 12787.220703
	Iteration 31Q: 3 clusters Score -7592563 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -7592572.000000 Penalty: 12787.220703
	Iteration 32Q: 3 clusters Score -7592572 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -7592574.000000 Penalty: 12787.220703
	Iteration 33Q: 3 clusters Score -7592574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -7592566.500000 Penalty: 12787.220703
	Iteration 34Q: 3 clusters Score -7592566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -7592577.500000 Penalty: 12787.220703
	Iteration 35Q: 3 clusters Score -7592578 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -7592582.000000 Penalty: 12787.220703
	Iteration 36Q: 3 clusters Score -7592582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -7592591.000000 Penalty: 12787.220703
	Iteration 37Q: 3 clusters Score -7592591 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -7592587.500000 Penalty: 12787.220703
	Iteration 38Q: 3 clusters Score -7592588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -7592584.000000 Penalty: 12787.220703
	Iteration 39Q: 3 clusters Score -7592584 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -7592578.000000 Penalty: 12787.220703
	Iteration 40F: 3 clusters Score -7592578 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -7592585.000000 Penalty: 12787.220703
	Iteration 41Q: 3 clusters Score -7592585 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -7592597.000000 Penalty: 12787.220703
	Iteration 42Q: 3 clusters Score -7592597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -7592600.500000 Penalty: 12787.220703
	Iteration 43Q: 3 clusters Score -7592600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -7592592.500000 Penalty: 12787.220703
	Iteration 44Q: 3 clusters Score -7592592 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -7592606.500000 Penalty: 12787.220703
	Iteration 45Q: 3 clusters Score -7592606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -7592609.000000 Penalty: 12787.220703
	Iteration 46Q: 3 clusters Score -7592609 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -7592601.000000 Penalty: 12787.220703
	Iteration 47Q: 3 clusters Score -7592601 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -7592629.000000 Penalty: 12787.220703
	Iteration 48Q: 3 clusters Score -7592629 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -7592617.000000 Penalty: 12787.220703
	Iteration 49Q: 3 clusters Score -7592617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -7592624.000000 Penalty: 12787.220703
	Iteration 50Q: 3 clusters Score -7592624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -7592624.500000 Penalty: 12787.220703
	Iteration 51Q: 3 clusters Score -7592624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -7592622.000000 Penalty: 12787.220703
	Iteration 52Q: 3 clusters Score -7592622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -7592624.500000 Penalty: 12787.220703
	Iteration 53Q: 3 clusters Score -7592624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -7592620.000000 Penalty: 12787.220703
	Iteration 54Q: 3 clusters Score -7592620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -7592624.000000 Penalty: 12787.220703
	Iteration 55Q: 3 clusters Score -7592624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -7592610.500000 Penalty: 12787.220703
	Iteration 56Q: 3 clusters Score -7592610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -7592611.500000 Penalty: 12787.220703
	Iteration 57Q: 3 clusters Score -7592612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -7592622.500000 Penalty: 12787.220703
	Iteration 58Q: 3 clusters Score -7592622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -7592616.500000 Penalty: 12787.220703
	Iteration 59Q: 3 clusters Score -7592616 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -7592609.500000 Penalty: 12787.220703
	Iteration 60F: 3 clusters Score -7592610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -7592630.500000 Penalty: 12787.220703
	Iteration 61Q: 3 clusters Score -7592630 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -7592623.500000 Penalty: 12787.220703
	Iteration 62Q: 3 clusters Score -7592624 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -7592615.000000 Penalty: 12787.220703
	Iteration 63Q: 3 clusters Score -7592615 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -7592625.000000 Penalty: 12787.220703
	Iteration 64Q: 3 clusters Score -7592625 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -7592612.500000 Penalty: 12787.220703
	Iteration 65Q: 3 clusters Score -7592612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -7592621.500000 Penalty: 12787.220703
	Iteration 66Q: 3 clusters Score -7592622 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -7592632.000000 Penalty: 12787.220703
	Iteration 67Q: 3 clusters Score -7592632 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -7592640.000000 Penalty: 12787.220703
	Iteration 68Q: 3 clusters Score -7592640 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -7592632.500000 Penalty: 12787.220703
	Iteration 69Q: 3 clusters Score -7592632 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -7592637.000000 Penalty: 12787.220703
	Iteration 70Q: 3 clusters Score -7592637 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -7592628.500000 Penalty: 12787.220703
	Iteration 71Q: 3 clusters Score -7592628 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -7592630.500000 Penalty: 12787.220703
	Iteration 72Q: 3 clusters Score -7592630 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -7592636.000000 Penalty: 12787.220703
	Iteration 73Q: 3 clusters Score -7592636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -7592641.500000 Penalty: 12787.220703
	Iteration 74Q: 3 clusters Score -7592642 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -7592643.500000 Penalty: 12787.220703
	Iteration 75Q: 3 clusters Score -7592644 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -7592641.000000 Penalty: 12787.220703
	Iteration 76Q: 3 clusters Score -7592641 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -7592640.000000 Penalty: 12787.220703
	Iteration 77Q: 3 clusters Score -7592640 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -7592656.500000 Penalty: 12787.220703
	Iteration 78Q: 3 clusters Score -7592656 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -7592665.000000 Penalty: 12787.220703
	Iteration 79Q: 3 clusters Score -7592665 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -7592658.500000 Penalty: 12787.220703
	Iteration 80F: 3 clusters Score -7592658 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -7592665.000000 Penalty: 12787.220703
	Iteration 81Q: 3 clusters Score -7592665 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -7592671.500000 Penalty: 12787.220703
	Iteration 82Q: 3 clusters Score -7592672 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -7592692.000000 Penalty: 12787.220703
	Iteration 83Q: 3 clusters Score -7592692 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -7592683.000000 Penalty: 12787.220703
	Iteration 84Q: 3 clusters Score -7592683 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -7592699.000000 Penalty: 12787.220703
	Iteration 85Q: 3 clusters Score -7592699 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -7592697.500000 Penalty: 12787.220703
	Iteration 86Q: 3 clusters Score -7592698 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -7592686.500000 Penalty: 12787.220703
	Iteration 87Q: 3 clusters Score -7592686 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -7592693.500000 Penalty: 12787.220703
	Iteration 88Q: 3 clusters Score -7592694 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -7592704.500000 Penalty: 12787.220703
	Iteration 89Q: 3 clusters Score -7592704 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -7592702.500000 Penalty: 12787.220703
	Iteration 90Q: 3 clusters Score -7592702 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -7592703.500000 Penalty: 12787.220703
	Iteration 91Q: 3 clusters Score -7592704 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -7592705.500000 Penalty: 12787.220703
	Iteration 92Q: 3 clusters Score -7592706 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -7592695.000000 Penalty: 12787.220703
	Iteration 93Q: 3 clusters Score -7592695 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -7592694.000000 Penalty: 12787.220703
	Iteration 94Q: 3 clusters Score -7592694 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -7592703.000000 Penalty: 12787.220703
	Iteration 95Q: 3 clusters Score -7592703 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -7592717.500000 Penalty: 12787.220703
	Iteration 96Q: 3 clusters Score -7592718 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -7592727.000000 Penalty: 12787.220703
	Iteration 97Q: 3 clusters Score -7592727 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -7592746.500000 Penalty: 12787.220703
	Iteration 98Q: 3 clusters Score -7592746 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -7592749.000000 Penalty: 12787.220703
	Iteration 99Q: 3 clusters Score -7592749 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -7592761.500000 Penalty: 12787.220703
	Iteration 100F: 3 clusters Score -7592762 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -7592755.000000 Penalty: 12787.220703
	Iteration 101Q: 3 clusters Score -7592755 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -7592764.000000 Penalty: 12787.220703
	Iteration 102Q: 3 clusters Score -7592764 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -7592772.500000 Penalty: 12787.220703
	Iteration 103Q: 3 clusters Score -7592772 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -7592770.000000 Penalty: 12787.220703
	Iteration 104Q: 3 clusters Score -7592770 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -7592769.500000 Penalty: 12787.220703
	Iteration 105Q: 3 clusters Score -7592770 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -7592770.500000 Penalty: 12787.220703
	Iteration 106Q: 3 clusters Score -7592770 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -7592772.500000 Penalty: 12787.220703
	Iteration 107Q: 3 clusters Score -7592772 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -7592762.000000 Penalty: 12787.220703
	Iteration 108Q: 3 clusters Score -7592762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -7592769.000000 Penalty: 12787.220703
	Iteration 109Q: 3 clusters Score -7592769 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -7592786.000000 Penalty: 12787.220703
	Iteration 110Q: 3 clusters Score -7592786 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -7592777.500000 Penalty: 12787.220703
	Iteration 111Q: 3 clusters Score -7592778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -7592783.000000 Penalty: 12787.220703
	Iteration 112Q: 3 clusters Score -7592783 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -7592780.500000 Penalty: 12787.220703
	Iteration 113Q: 3 clusters Score -7592780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -7592774.000000 Penalty: 12787.220703
	Iteration 114Q: 3 clusters Score -7592774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -7592788.000000 Penalty: 12787.220703
	Iteration 115Q: 3 clusters Score -7592788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -7592800.000000 Penalty: 12787.220703
	Iteration 116Q: 3 clusters Score -7592800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -7592806.000000 Penalty: 12787.220703
	Iteration 117Q: 3 clusters Score -7592806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -7592801.000000 Penalty: 12787.220703
	Iteration 118Q: 3 clusters Score -7592801 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -7592785.500000 Penalty: 12787.220703
	Iteration 119Q: 3 clusters Score -7592786 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -7592786.500000 Penalty: 12787.220703
	Iteration 120F: 3 clusters Score -7592786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -7592788.500000 Penalty: 12787.220703
	Iteration 121Q: 3 clusters Score -7592788 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -7592783.000000 Penalty: 12787.220703
	Iteration 122Q: 3 clusters Score -7592783 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -7592792.500000 Penalty: 12787.220703
	Iteration 123Q: 3 clusters Score -7592792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -7592780.000000 Penalty: 12787.220703
	Iteration 124Q: 3 clusters Score -7592780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -7592791.000000 Penalty: 12787.220703
	Iteration 125Q: 3 clusters Score -7592791 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -7592782.000000 Penalty: 12787.220703
	Iteration 126Q: 3 clusters Score -7592782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -7592783.000000 Penalty: 12787.220703
	Iteration 127Q: 3 clusters Score -7592783 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -7592790.000000 Penalty: 12787.220703
	Iteration 128Q: 3 clusters Score -7592790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -7592790.500000 Penalty: 12787.220703
	Iteration 129Q: 3 clusters Score -7592790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -7592791.500000 Penalty: 12787.220703
	Iteration 130Q: 3 clusters Score -7592792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -7592791.000000 Penalty: 12787.220703
	Iteration 131Q: 3 clusters Score -7592791 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -7592789.000000 Penalty: 12787.220703
	Iteration 132Q: 3 clusters Score -7592789 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -7592783.000000 Penalty: 12787.220703
	Iteration 133Q: 3 clusters Score -7592783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -7592789.500000 Penalty: 12787.220703
	Iteration 134Q: 3 clusters Score -7592790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -7592778.500000 Penalty: 12787.220703
	Iteration 135Q: 3 clusters Score -7592778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -7592781.000000 Penalty: 12787.220703
	Iteration 136Q: 3 clusters Score -7592781 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -7592786.500000 Penalty: 12787.220703
	Iteration 137Q: 3 clusters Score -7592786 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -7592772.000000 Penalty: 12787.220703
	Iteration 138Q: 3 clusters Score -7592772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -7592774.500000 Penalty: 12787.220703
	Iteration 139Q: 3 clusters Score -7592774 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -7592778.000000 Penalty: 12787.220703
	Iteration 140F: 3 clusters Score -7592778 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -7592790.000000 Penalty: 12787.220703
	Iteration 141Q: 3 clusters Score -7592790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -7592797.000000 Penalty: 12787.220703
	Iteration 142Q: 3 clusters Score -7592797 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -7592807.500000 Penalty: 12787.220703
	Iteration 143Q: 3 clusters Score -7592808 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -7592813.000000 Penalty: 12787.220703
	Iteration 144Q: 3 clusters Score -7592813 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -7592827.000000 Penalty: 12787.220703
	Iteration 145Q: 3 clusters Score -7592827 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -7592825.000000 Penalty: 12787.220703
	Iteration 146Q: 3 clusters Score -7592825 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -7592830.000000 Penalty: 12787.220703
	Iteration 147Q: 3 clusters Score -7592830 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -7592837.500000 Penalty: 12787.220703
	Iteration 148Q: 3 clusters Score -7592838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -7592838.500000 Penalty: 12787.220703
	Iteration 149Q: 3 clusters Score -7592838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -7592830.500000 Penalty: 12787.220703
	Iteration 150Q: 3 clusters Score -7592830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -7592847.500000 Penalty: 12787.220703
	Iteration 151Q: 3 clusters Score -7592848 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -7592828.000000 Penalty: 12787.220703
	Iteration 152Q: 3 clusters Score -7592828 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -7592836.000000 Penalty: 12787.220703
	Iteration 153Q: 3 clusters Score -7592836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -7592837.000000 Penalty: 12787.220703
	Iteration 154Q: 3 clusters Score -7592837 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -7592841.500000 Penalty: 12787.220703
	Iteration 155Q: 3 clusters Score -7592842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -7592838.500000 Penalty: 12787.220703
	Iteration 156Q: 3 clusters Score -7592838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -7592839.000000 Penalty: 12787.220703
	Iteration 157Q: 3 clusters Score -7592839 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -7592840.500000 Penalty: 12787.220703
	Iteration 158Q: 3 clusters Score -7592840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -7592838.500000 Penalty: 12787.220703
	Iteration 159Q: 3 clusters Score -7592838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -7592850.500000 Penalty: 12787.220703
	Iteration 160F: 3 clusters Score -7592850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -7592846.500000 Penalty: 12787.220703
	Iteration 161Q: 3 clusters Score -7592846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -7592840.000000 Penalty: 12787.220703
	Iteration 162Q: 3 clusters Score -7592840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -7592840.500000 Penalty: 12787.220703
	Iteration 163Q: 3 clusters Score -7592840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -7592845.500000 Penalty: 12787.220703
	Iteration 164Q: 3 clusters Score -7592846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -7592844.500000 Penalty: 12787.220703
	Iteration 165Q: 3 clusters Score -7592844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -7592865.500000 Penalty: 12787.220703
	Iteration 166Q: 3 clusters Score -7592866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -7592856.000000 Penalty: 12787.220703
	Iteration 167Q: 3 clusters Score -7592856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -7592852.000000 Penalty: 12787.220703
	Iteration 168Q: 3 clusters Score -7592852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -7592859.500000 Penalty: 12787.220703
	Iteration 169Q: 3 clusters Score -7592860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -7592863.500000 Penalty: 12787.220703
	Iteration 170Q: 3 clusters Score -7592864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -7592858.500000 Penalty: 12787.220703
	Iteration 171Q: 3 clusters Score -7592858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -7592864.500000 Penalty: 12787.220703
	Iteration 172Q: 3 clusters Score -7592864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -7592859.500000 Penalty: 12787.220703
	Iteration 173Q: 3 clusters Score -7592860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -7592862.500000 Penalty: 12787.220703
	Iteration 174Q: 3 clusters Score -7592862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -7592864.000000 Penalty: 12787.220703
	Iteration 175Q: 3 clusters Score -7592864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -7592864.500000 Penalty: 12787.220703
	Iteration 176Q: 3 clusters Score -7592864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -7592872.500000 Penalty: 12787.220703
	Iteration 177Q: 3 clusters Score -7592872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -7592871.500000 Penalty: 12787.220703
	Iteration 178Q: 3 clusters Score -7592872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -7592869.000000 Penalty: 12787.220703
	Iteration 179Q: 3 clusters Score -7592869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -7592875.500000 Penalty: 12787.220703
	Iteration 180F: 3 clusters Score -7592876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -7592873.500000 Penalty: 12787.220703
	Iteration 181Q: 3 clusters Score -7592874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -7592881.500000 Penalty: 12787.220703
	Iteration 182Q: 3 clusters Score -7592882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -7592882.000000 Penalty: 12787.220703
	Iteration 183Q: 3 clusters Score -7592882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -7592885.000000 Penalty: 12787.220703
	Iteration 184Q: 3 clusters Score -7592885 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -7592887.000000 Penalty: 12787.220703
	Iteration 185Q: 3 clusters Score -7592887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -7592881.500000 Penalty: 12787.220703
	Iteration 186Q: 3 clusters Score -7592882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -7592878.500000 Penalty: 12787.220703
	Iteration 187Q: 3 clusters Score -7592878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -7592871.000000 Penalty: 12787.220703
	Iteration 188Q: 3 clusters Score -7592871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -7592877.500000 Penalty: 12787.220703
	Iteration 189Q: 3 clusters Score -7592878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -7592868.500000 Penalty: 12787.220703
	Iteration 190Q: 3 clusters Score -7592868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -7592865.500000 Penalty: 12787.220703
	Iteration 191Q: 3 clusters Score -7592866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -7592869.500000 Penalty: 12787.220703
	Iteration 192Q: 3 clusters Score -7592870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -7592867.000000 Penalty: 12787.220703
	Iteration 193Q: 3 clusters Score -7592867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -7592866.500000 Penalty: 12787.220703
	Iteration 194Q: 3 clusters Score -7592866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -7592858.500000 Penalty: 12787.220703
	Iteration 195Q: 3 clusters Score -7592858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -7592865.500000 Penalty: 12787.220703
	Iteration 196Q: 3 clusters Score -7592866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -7592858.000000 Penalty: 12787.220703
	Iteration 197Q: 3 clusters Score -7592858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -7592860.500000 Penalty: 12787.220703
	Iteration 198Q: 3 clusters Score -7592860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -7592871.500000 Penalty: 12787.220703
	Iteration 199Q: 3 clusters Score -7592872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -7592875.000000 Penalty: 12787.220703
	Iteration 200F: 3 clusters Score -7592875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -7592874.000000 Penalty: 12787.220703
	Iteration 201Q: 3 clusters Score -7592874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -7592885.500000 Penalty: 12787.220703
	Iteration 202Q: 3 clusters Score -7592886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -7592891.500000 Penalty: 12787.220703
	Iteration 203Q: 3 clusters Score -7592892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -7592902.500000 Penalty: 12787.220703
	Iteration 204Q: 3 clusters Score -7592902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -7592898.500000 Penalty: 12787.220703
	Iteration 205Q: 3 clusters Score -7592898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -7592903.000000 Penalty: 12787.220703
	Iteration 206Q: 3 clusters Score -7592903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -7592907.000000 Penalty: 12787.220703
	Iteration 207Q: 3 clusters Score -7592907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -7592905.500000 Penalty: 12787.220703
	Iteration 208Q: 3 clusters Score -7592906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -7592921.500000 Penalty: 12787.220703
	Iteration 209Q: 3 clusters Score -7592922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -7592919.000000 Penalty: 12787.220703
	Iteration 210Q: 3 clusters Score -7592919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -7592898.000000 Penalty: 12787.220703
	Iteration 211Q: 3 clusters Score -7592898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -7592907.500000 Penalty: 12787.220703
	Iteration 212Q: 3 clusters Score -7592908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -7592903.000000 Penalty: 12787.220703
	Iteration 213Q: 3 clusters Score -7592903 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -7592906.500000 Penalty: 12787.220703
	Iteration 214Q: 3 clusters Score -7592906 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -7592897.000000 Penalty: 12787.220703
	Iteration 215Q: 3 clusters Score -7592897 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -7592906.500000 Penalty: 12787.220703
	Iteration 216Q: 3 clusters Score -7592906 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -7592896.500000 Penalty: 12787.220703
	Iteration 217Q: 3 clusters Score -7592896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -7592904.000000 Penalty: 12787.220703
	Iteration 218Q: 3 clusters Score -7592904 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -7592906.500000 Penalty: 12787.220703
	Iteration 219Q: 3 clusters Score -7592906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -7592896.000000 Penalty: 12787.220703
	Iteration 220F: 3 clusters Score -7592896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -7592896.000000 Penalty: 12787.220703
	Iteration 221Q: 3 clusters Score -7592896 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -7592894.000000 Penalty: 12787.220703
	Iteration 222Q: 3 clusters Score -7592894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -7592910.500000 Penalty: 12787.220703
	Iteration 223Q: 3 clusters Score -7592910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -7592907.500000 Penalty: 12787.220703
	Iteration 224Q: 3 clusters Score -7592908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -7592918.000000 Penalty: 12787.220703
	Iteration 225Q: 3 clusters Score -7592918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -7592901.500000 Penalty: 12787.220703
	Iteration 226Q: 3 clusters Score -7592902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -7592894.500000 Penalty: 12787.220703
	Iteration 227Q: 3 clusters Score -7592894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -7592915.000000 Penalty: 12787.220703
	Iteration 228Q: 3 clusters Score -7592915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -7592917.500000 Penalty: 12787.220703
	Iteration 229Q: 3 clusters Score -7592918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -7592908.000000 Penalty: 12787.220703
	Iteration 230Q: 3 clusters Score -7592908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -7592913.500000 Penalty: 12787.220703
	Iteration 231Q: 3 clusters Score -7592914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -7592925.500000 Penalty: 12787.220703
	Iteration 232Q: 3 clusters Score -7592926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -7592924.000000 Penalty: 12787.220703
	Iteration 233Q: 3 clusters Score -7592924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -7592930.000000 Penalty: 12787.220703
	Iteration 234Q: 3 clusters Score -7592930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -7592921.000000 Penalty: 12787.220703
	Iteration 235Q: 3 clusters Score -7592921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -7592931.000000 Penalty: 12787.220703
	Iteration 236Q: 3 clusters Score -7592931 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -7592932.500000 Penalty: 12787.220703
	Iteration 237Q: 3 clusters Score -7592932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -7592946.000000 Penalty: 12787.220703
	Iteration 238Q: 3 clusters Score -7592946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -7592935.500000 Penalty: 12787.220703
	Iteration 239Q: 3 clusters Score -7592936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -7592926.500000 Penalty: 12787.220703
	Iteration 240F: 3 clusters Score -7592926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -7592923.000000 Penalty: 12787.220703
	Iteration 241Q: 3 clusters Score -7592923 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -7592937.000000 Penalty: 12787.220703
	Iteration 242Q: 3 clusters Score -7592937 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -7592935.500000 Penalty: 12787.220703
	Iteration 243Q: 3 clusters Score -7592936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -7592926.500000 Penalty: 12787.220703
	Iteration 244Q: 3 clusters Score -7592926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -7592922.500000 Penalty: 12787.220703
	Iteration 245Q: 3 clusters Score -7592922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -7592935.500000 Penalty: 12787.220703
	Iteration 246Q: 3 clusters Score -7592936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -7592933.500000 Penalty: 12787.220703
	Iteration 247Q: 3 clusters Score -7592934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -7592931.500000 Penalty: 12787.220703
	Iteration 248Q: 3 clusters Score -7592932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -7592926.500000 Penalty: 12787.220703
	Iteration 249Q: 3 clusters Score -7592926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -7592929.500000 Penalty: 12787.220703
	Iteration 250Q: 3 clusters Score -7592930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -7592929.500000 Penalty: 12787.220703
	Iteration 251Q: 3 clusters Score -7592930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -7592928.500000 Penalty: 12787.220703
	Iteration 252Q: 3 clusters Score -7592928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -7592928.500000 Penalty: 12787.220703
	Iteration 253F: 3 clusters Score -7592928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (20442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Entering Unmasked Estep 
Score: -4516797.500000 Penalty: 6079.275391
	Iteration 0F: 2 clusters Score -4516798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -4500067.000000 Penalty: 12158.550781
	Iteration 0F: 3 clusters Score -4500067 nChanged 8367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -4504639.000000 Penalty: 12158.550781
	Iteration 1F: 3 clusters Score -4504639 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -4505575.500000 Penalty: 12158.550781
	Iteration 2F: 3 clusters Score -4505576 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -4506614.000000 Penalty: 12158.550781
	Iteration 3F: 3 clusters Score -4506614 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -4507899.500000 Penalty: 12158.550781
	Iteration 4F: 3 clusters Score -4507900 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -4509335.000000 Penalty: 12158.550781
	Iteration 5F: 3 clusters Score -4509335 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -4510605.000000 Penalty: 12158.550781
	Iteration 6F: 3 clusters Score -4510605 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -4511561.000000 Penalty: 12158.550781
	Iteration 7F: 3 clusters Score -4511561 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -4512139.000000 Penalty: 12158.550781
	Iteration 8Q: 3 clusters Score -4512139 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -4512548.000000 Penalty: 12158.550781
	Iteration 9Q: 3 clusters Score -4512548 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -4512843.000000 Penalty: 12158.550781
	Iteration 10Q: 3 clusters Score -4512843 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -4513013.500000 Penalty: 12158.550781
	Iteration 11Q: 3 clusters Score -4513014 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -4513184.000000 Penalty: 12158.550781
	Iteration 12Q: 3 clusters Score -4513184 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -4513335.500000 Penalty: 12158.550781
	Iteration 13Q: 3 clusters Score -4513336 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -4513532.500000 Penalty: 12158.550781
	Iteration 14Q: 3 clusters Score -4513532 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -4513784.500000 Penalty: 12158.550781
	Iteration 15Q: 3 clusters Score -4513784 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -4514157.000000 Penalty: 12158.550781
	Iteration 16Q: 3 clusters Score -4514157 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -4514650.500000 Penalty: 12158.550781
	Iteration 17Q: 3 clusters Score -4514650 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -4515400.500000 Penalty: 12158.550781
	Iteration 18Q: 3 clusters Score -4515400 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -4516235.500000 Penalty: 12158.550781
	Iteration 19Q: 3 clusters Score -4516236 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -4516694.000000 Penalty: 12158.550781
	Iteration 20F: 3 clusters Score -4516694 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -4516822.500000 Penalty: 12158.550781
	Iteration 21Q: 3 clusters Score -4516822 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -4516881.500000 Penalty: 12158.550781
	Iteration 22Q: 3 clusters Score -4516882 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -4516898.000000 Penalty: 12158.550781
	Iteration 23Q: 3 clusters Score -4516898 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -4516904.500000 Penalty: 12158.550781
	Iteration 24Q: 3 clusters Score -4516904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -4516906.000000 Penalty: 12158.550781
	Iteration 25Q: 3 clusters Score -4516906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -4516901.500000 Penalty: 12158.550781
	Iteration 26Q: 3 clusters Score -4516902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -4516903.000000 Penalty: 12158.550781
	Iteration 27Q: 3 clusters Score -4516903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -4516902.000000 Penalty: 12158.550781
	Iteration 28Q: 3 clusters Score -4516902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -4516908.500000 Penalty: 12158.550781
	Iteration 29Q: 3 clusters Score -4516908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -4516908.000000 Penalty: 12158.550781
	Iteration 30Q: 3 clusters Score -4516908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -4516908.000000 Penalty: 12158.550781
	Iteration 31F: 3 clusters Score -4516908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18047 members 
Mstep: Class 3 contains 18181 members 
Mstep: Class 4 contains 63369 members 
Mstep: Class 5 contains 53013 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 71745 members 
Mstep: Class 8 contains 20070 members 
Mstep: Class 9 contains 36310 members 
Mstep: Class 10 contains 32895 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 6000 members 
Mstep: Class 13 contains 965 members 
Mstep: Class 14 contains 67475 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 48342 members 
Mstep: Class 17 contains 12049 members 
Mstep: Class 18 contains 28144 members 
Mstep: Class 19 contains 28845 members 
Mstep: Class 20 contains 4168 members 
Mstep: Class 21 contains 145000 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 2086 members 
Mstep: Class 24 contains 34151 members 
Mstep: Class 25 contains 13579 members 
Mstep: Class 26 contains 1121 members 
Mstep: Class 27 contains 6863 members 
Entering Unmasked Estep 
Score: -157291008.000000 Penalty: 222986.234375
Splitting cluster 25 changes total score from -157293584.000000 to -157291008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (1121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Entering Unmasked Estep 
Score: -224427.343750 Penalty: 4300.960449
	Iteration 0F: 2 clusters Score -224427.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -220292.171875 Penalty: 8601.920898
	Iteration 0F: 3 clusters Score -220292.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -220847.484375 Penalty: 8601.920898
	Iteration 1F: 3 clusters Score -220847.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -221079.125000 Penalty: 8601.920898
	Iteration 2F: 3 clusters Score -221079.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -221215.828125 Penalty: 8601.920898
	Iteration 3Q: 3 clusters Score -221215.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -221288.453125 Penalty: 8601.920898
	Iteration 4Q: 3 clusters Score -221288.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -221406.828125 Penalty: 8601.920898
	Iteration 5Q: 3 clusters Score -221406.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -221610.046875 Penalty: 8601.920898
	Iteration 6Q: 3 clusters Score -221610 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -221757.093750 Penalty: 8601.920898
	Iteration 7Q: 3 clusters Score -221757.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -221830.453125 Penalty: 8601.920898
	Iteration 8Q: 3 clusters Score -221830.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -221901.140625 Penalty: 8601.920898
	Iteration 9Q: 3 clusters Score -221901.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -221955.312500 Penalty: 8601.920898
	Iteration 10Q: 3 clusters Score -221955.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -222033.656250 Penalty: 8601.920898
	Iteration 11Q: 3 clusters Score -222033.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -222142.953125 Penalty: 8601.920898
	Iteration 12Q: 3 clusters Score -222143 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -222228.484375 Penalty: 8601.920898
	Iteration 13Q: 3 clusters Score -222228.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -222316.546875 Penalty: 8601.920898
	Iteration 14Q: 3 clusters Score -222316.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -222433.078125 Penalty: 8601.920898
	Iteration 15Q: 3 clusters Score -222433.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -222690.062500 Penalty: 8601.920898
	Iteration 16Q: 3 clusters Score -222690.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -223269.562500 Penalty: 8601.920898
	Iteration 17Q: 3 clusters Score -223269.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -223363.296875 Penalty: 8601.920898
	Iteration 18Q: 3 clusters Score -223363.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -223397.453125 Penalty: 8601.920898
	Iteration 19Q: 3 clusters Score -223397.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -223420.328125 Penalty: 8601.920898
	Iteration 20F: 3 clusters Score -223420.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -223464.812500 Penalty: 8601.920898
	Iteration 21Q: 3 clusters Score -223464.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -223484.312500 Penalty: 8601.920898
	Iteration 22Q: 3 clusters Score -223484.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -223492.062500 Penalty: 8601.920898
	Iteration 23Q: 3 clusters Score -223492.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -223492.062500 Penalty: 8601.920898
	Iteration 24F: 3 clusters Score -223492.1 nChanged 0
--- Evaluating fit on full set of 2152811 points ---
Entering Unmasked Estep 
Score: -474399744.000000 Penalty: 232222.890625
25->27 Clusters: Score -474399744.000000, best is -474567808.000000

Main iterations: 0 (time per=infms)
Total iterations: 37542 (time per=778.058991ms)
Iterations metric 2: 4398221099008.000000 (time per=6.641297ns)
Iterations metric 3: 211115443224576.000000 (time per=138.359801ps)

That took 29209.890625 seconds.
